write a resume for an internship

How to write an internship resume (+ an example)

Your resume is an important part of securing your dream internship. See how to write an amazing internship resume with an example below.

How to write an internship resume (with an example)

Are you ready to bridge the gap between what you’ve learned in school and the real world? Do you want to learn new skills, build connections, and make your mark in your chosen industry? Internships serve as stepping stones during your professional journey and provide opportunities for personal and career growth.

Securing a great internship starts with a killer resume. Your professional resume is your ticket to the interview and your chance to impress potential employers from the get-go. That's why we've put together this helpful intern resume writing guide with six simple steps to help you create an internship resume that stands out.

From organizing your resume's structure to highlighting your most relevant skills and experiences, we’ve got you covered. In this article, we'll even provide an example resume to guide and inspire you along the way.

Whether you're a college student eager to land your first internship or a recent graduate ready to make your mark, an effective internship resume is a game-changer. Let's jump right in and start crafting a resume that opens doors to exciting internship experiences.

How to write an internship resume in 6 steps

When it comes to internships, recruiters know that you might not have years of experience under your belt. But don't worry! The key is to highlight your potential, eagerness to learn, and genuine enthusiasm for the internship. Use each resume section to show how your qualifications and skills make you a valuable asset to the organization.

Step 1: Resume heading

Kick things off with a clear and professional header at the top of your resume, including all the essential contact information (full name, phone number, and email address). Ensure your email address sounds professional — avoid any wacky or unprofessional aliases — and consider adding a link to relevant social media accounts (like your LinkedIn profile).

Step 2: Objective or summary statement (optional)

A resume objective or resume summary statement gives hiring managers a sneak peek into your career goals by highlighting specific skills that make you perfect for the internship. Tailor this section to the internship you're after. Show them how your objectives align with the organization's goals.

Step 3: Education

The education section is your chance to show off your college or university experience. Tell them your major or area of study and consider including your GPA. Don't forget to mention any cool coursework that's relevant to the internship. If you're still in the process of getting your degree, give them a heads up on when you'll be crossing that graduation finish line.

Step 4: Work experience

In the experience section, include any internships, volunteer work (a great resume builder!), or any other relevant work history. Describe the tasks you handled and any achievements you rocked in each role. Focus on those transferable skills that make you a superstar — things like teamwork, communication, problem-solving, and organization. Highlight how your previous professional experiences have set you up for success in this internship and contributed to your personal growth.

Step 5: Certifications/special projects/skills

This skills section showcases the professional certifications and specific soft skills (personal skills and abilities that can help in any job) or hard skills (technical or job-specific skills) that make you stand out from the crowd. Include any special projects or extracurricular activities that show your passion for the field, too. This is your chance to spotlight those unique skill sets and experiences that make you a true rockstar candidate.

Step 6: Awards & honors (optional)

If you've been lucky enough to receive any awards, honors, scholarships, or recognition for your academic or professional prowess, this is the perfect spot to showcase them. Highlighting your accomplishments shows your dedication and excellence and lets potential employers know you're a true go-getter.

Resume formatting tips

Let's talk about some other ways to make your internship resume shine. First off, keep it to a single page. Internships usually involve limited experience, so a concise resume works best. Be selective and focus on highlighting the most relevant information that showcases your qualifications.

When it comes to spacing, give your text some room to breathe. Leave enough white space between sections and paragraphs to make it visually appealing and easy to read. Break up the content using bullet points, headings, and subheadings to make it more organized and reader-friendly.

Stick to a legible font throughout your resume so it's easy on the eyes (aim for a font size of 10 or 11 points for the main content). You can make headings and section titles a bit larger (around 12 or 14 points) to create visual emphasis and hierarchy.

Margins matter, too! Ensure you have enough space on all sides of your resume. A margin size of 0.5 to 1 inch is standard and gives your resume a clean, professional look.

Lastly, don't forget to proofread for any grammar or spelling errors. A polished and error-free document shows your attention to detail and professionalism.

Following these tips to craft a well-organized, visually pleasing internship resume will make a memorable impression on potential employers and increase your chances of landing that dream internship.

You can also get help with formatting your resume by downloading our free internship resume template .

Internship resume example

Use this resume sample as a guide to create a resume that will dazzle hiring managers. Customize your resume based on the specific job description you are applying for.

[Your full name]

[City, state, ZIP code]

[Phone number]

[Email address]

[LinkedIn profile link]

Motivated and dedicated individual seeking an internship opportunity to gain practical experience and further develop skills in [specific field]. Committed to contributing to an organization’s success through a strong work ethic, adaptability, and a passion for learning.

Bachelor of [Degree], [Major]

[University Name], [City, State]

[Year of graduation]

Relevant coursework

• [Course 1]: [Course description]
• [Course 2]: [Course description]
• [Course 3]: [Course description]
• Technical skills: [List relevant technical skills (e.g., programming languages, software proficiency)]
• Communication: Excellent verbal and written communication skills demonstrated through [specific examples, such as presentations or publications]
• Problem-solving: Ability to analyze complex problems and develop innovative solutions
• Teamwork: Collaborative approach to working with diverse teams to achieve common goals
• Adaptability: Quick learner with the ability to thrive in fast-paced and changing environments
• Organization: Strong organizational skills with the ability to prioritize tasks and meet deadlines

Relevant work experience

[Company/Organization name], [Location]

[Position title], [Dates]

• [Responsibility 1]: [Describe your key responsibilities and achievements]
• [Responsibility 2]: [Describe your key responsibilities and achievements]

[Company/Organization Name], [Location]

[Position Title], [Dates]

[Project Name], [University/Company], [Dates]

• [Describe the project, your role, and the skills utilized or developed]
• [Highlight any notable achievements or outcomes]

Leadership and extracurricular activities

• [Describe your responsibilities and contributions]

Certifications

• [Certification 1]: [Certifying authority], [Year]
• [Certification 2]: [Certifying authority], [Year]

What about an internship cover letter?

When it comes to internship applications, a cover letter may not always be required (check the internship description for requirements) but it can make a world of difference. A carefully crafted cover letter has the power to make you shine amidst a sea of candidates and increase your chances of landing that coveted internship.

Read our tips for writing an internship cover letter , where we spill the secrets of how to write a killer cover letter that perfectly complements your resume and sets you up for success.

Which companies are hiring for internships on Handshake?

Land an amazing internship.

As you wrap up crafting your winning internship resume, remember that it's not just about the length or the formatting — it's also about showcasing your potential, passion, and unique qualities that make you a perfect fit for the internship. Tailor each section to align with the internship position and emphasize your relevant skills and experiences. With this resume as your tool, you're ready to make a lasting impression and land that dream internship.

Need help finding the perfect internship? Head over to Handshake , download our app, and create your profile. You’ll have access to the most opportunities of any job platform for students and new college grads, as well as tons of helpful advice and tips for launching your career.

Now go out there and get that internship!

Find the right jobs for you. Get hired.

Related stories, most recent stories.

How to Write an Internship Resume [w/ Examples]

Internship Resume Sample for 2024

Are you required to present your resume to secure an internship and have conflicted feelings about how your resume should look for such an internship?

Are you scared that you’d be over or under-qualified?

Do you fall into the above categories or more that hinder you from getting your resume to the appropriate places? Then this article is written especially for you.

Sample of Resume for an Internship Application

Writing resumes can be a very tricky affair because your resume is basically an introduction to your employer. So you can be rest assured that first impression matters. Prior to receiving your resume, the recruiter or employer has no knowledge of who you are or your previous achievements as grand as they might be, so always aim not to impress but to express.

The recruiter will probably be more interested in getting to know who you are as a person than the things you’ve achieved and there’s a very high probability that it is not a lot given that you’re applying for an internship anyway.

A recent study conducted shows that the average recruiter takes a look at a resume for no longer than six-seven seconds and will only look for any longer period of time if the six-second glance was worth it.

So kindly look inwards and try to come up with a way to establish a relationship between you and the recruiter in less than six seconds. You’re most probably wondering how on earth it’s possible to do that sort of thing. Well, it is and you’ll learn just how to do it right here. 

The first thing to do while writing that resume is to look at your previous experiences and check if you’ve done anything related in any way at all to the work you’re currently trying to apply for. 

If you’re applying for an internship at a digital marketing agency, then you should be looking out for any experience in a field such as social media management. Look for times where you have handled any social media account for any brand, even if it’s a personal one and turn it into a corporate experience.

While writing your resume for an internship, you can be rest assured that the recruiter or company does not expect you to have serious professional qualifications and your current qualifications are only expected to boost your academic or career goals, hence you can totally include all those skills you gained on your own and show willingness to gain more skills.

• It should perfectly highlight your strengths and be appropriately structured.
• There is absolutely no need for preambles so you should go straight to the point and make the position you’re applying for very obvious.
• Avoid errors and make your resume very easy to read.
• Above all, make sure that your resume isn’t more than one page .

Reiterating the above, the recruiter does not expect you to have tons of experience but that does not give you the permission to fill up your resume with generic information as it sends a very bad message to the recruiter about you.

Also, keep it in mind that your recruiters are looking for someone who has skills that are honed personally through practice and very willing to learn.

Skills such as; the ability to work under pressure and meet target deadlines, a very high level of creativity, impressive communication skills , hard work and exceptional leadership abilities.

It is very common while writing a resume for internships to see many students stressing or having a meltdown because of their GPA.

If you’re in that category, then you need to take a step back and desist from giving yourself a high blood pressure because, in actual fact, recruiters in most cases usually do not take the school GPA into cognizance or let it determine if you deserve to be recruited or not.

Although always make sure to include your academic qualifications as poor as they might be on your resume because for someone in your stage, you might not possess enough field experience and as I said before, even recruiters do not expect you to.

Recruiters are usually more interested in relevant work experiences so kindly focus more on that.

On your resume, there are basic things that should attack your recruiter first, and one of them is your ' Professional Summary ' which is where you tell your recruiter what you have got to offer in just a couple of sentences.

Always make sure that you do not turn in a resume without a professional summary as that’s the best way to let your employer know what you’re good for or at.

Your resume should be tailored to fit the position you’re applying for, as this gives the recruiter the idea that you’re already a nice fit for their company even long before you’re offered a position. 

You should also never forget to include all the awards and honors you’ve received as little as they might be, they go a long way in creating a lasting impression in the mind of your employer and give you an edge of credibility over other resumes.

 With all the above insights, you should be well on your way to securing that dream internship, without an atom of doubt that you can be absolutely sure of.

Related Resume Examples

• No Experience Resume
• Research Assistant Resume
• High School Resume
• College Resume
• Students and Graduates Resume
• Teacher Resume

Suggested Readings:

• +150 Best Skills to Put on Your Resume
• How to Write a Cover Letter for an Internship
• Strengths & Weaknesses for Job Interviews

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How to Write the Perfect Resume for Internships

Published: August 09, 2023

Securing an internship is a crucial stepping stone towards launching a successful career — and it starts with this daunting task: writing a resume.

Although you're just starting out and likely applying to several positions, it’s crucial to think about how you can stand out from the crowd.

Your resume serves as a gateway to opportunities, allowing potential employers to gauge your skills, qualifications, and potential.

Crafting the perfect resume for internships requires careful consideration and a keen understanding of what employers seek. There’s good news, too. Companies value intern potential more than just experience and technical skills.

The experience that you already have can communicate volumes (even if you have minimal relevant experience in this particular industry).

And we have examples , actionable advice , and templates to give your resume the glow-up it deserves. Let’s get you your dream internship!

How to Write an Internship Resume

Trends in intern resumes, 9 internship resume best practices.

Internship Resume Samples

While you'll also need a cover letter, your resume often plays the biggest role in the candidate vetting process.

The objective of your internship resume is simple: You need to sell yourself to hiring managers enough to be called for an interview. Writing a resume for an internship is more straightforward than you might think.

Follow these steps whether you’re writing a high school or college student internship resume.

Prefer to watch? Here’s a tutorial on how to make a resume for internships.

Contact Information

Let’s start with an easy win: your contact information. This section should include:

• Your name and geographical location.
• Phone number.
• Email address.
• LinkedIn account.

Make sure that your email address makes a good first impression. You should use your school email address or something professional, like “[email protected].”

While you’re at it, check your voicemail message. Make sure that it sets the right tone just in case you miss a phone call offering an interview.

When writing the contact information section of your intern resume, ensure you:

• Keep it brief.
• Make it professional.
• Check for typos.
• Leave off your LinkedIn account.
• Have an unprofessional touchpoint via email or voicemail.

Resume Objective Statement

Your resume objective statement is the elevator pitch of your intern resume.

Sometimes referred to as a candidate summary or objective statement, this is the place to introduce yourself and is prime real estate to show potential through your organic interest .

“Organic interest is really important to employers today,” said Emily Szopinski, head of learning at Talanta . “If I put you in a job that you don’t care about, you’re not going to do it as well as someone that does. And you might have more technical skills, but the person who has an organic interest is self-driven to be better at what they’re doing because they like it.”

Emily shared this resume objective statement template:

The sections we reviewed are like the baked layers of a cake, and these resume writing process best practices are the icing and sprinkles that will make your experience sound irresistible.

1. Differentiate yourself.

A single job opportunity can attract dozens to thousands of applicants. While a resume is brief, there’s actually a lot of opportunity to differentiate yourself from other applicants.

This is particularly true in the work experience section.

“Copying and pasting a job description from a past job is not going to be impactful enough because it’s not demonstrating your individual impact, ability, and aptitude ,” said Brad W. Minton.

“Since employers are looking for what potential interns have the capability to do, they’re trying to read between the lines and see what you’ve already done that can be translated into what’s going to happen next.”

Action item : Customize your work experience to specifically explain the impact that you had in the role instead of listing your responsibilities.

2. Make experience relevant and specific.

Professional experience isn’t the only valid experience to include on your internship resume. Volunteer work and odd jobs can share insights that are just as valuable as professional work when they’re positioned correctly.

This comes down to establishing relevance.

Understanding the relevance of your experience shouldn’t be guesswork for the hiring manager. Draw the connection for them, then demonstrate your effect by quantifying your impact .

“Use numbers and percentages to quantify your accomplishments whenever possible,” said Ibukun Amosu, founder of The Intern Place .

“This gives the hiring manager a clear picture of your impact and also shows that you understand the importance of data.”

Data Analyst Internship Resume Example

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How to Write a Resume for Internships: A Comprehensive Guide

So, you're on the hunt for your first internship? Awesome! This is your chance to explore different fields, gain valuable experience, and build your resume for future career moves. But before you dive into applications, there's one crucial step: crafting your internship resume.

Think of it as your cheat code – a one-page magic trick that convinces employers you've got the potential to be an amazing intern. The best part? You don't need years of experience to make it impressive.

This might be your very first resume, so make it count! It's your chance to showcase your skills, achievements, and what makes you tick, all in a way that screams "future rockstar employee!" Tailoring the resume to match the internship requirements and emphasizing relevant experiences can significantly enhance internship opportunities.

In this article:

• How to write a resume for internships?
• What are the essential sections in a resume for internships?
• How to craft a compelling summary for a resume for internships?
• Additional tips for writing a resume for internships
• Top-rated resumes for internships on Resumod

How to Write a Resume for Internships?

Formatting and design: keep it simple and readable.

Think of your resume as a first impression. You want it to be professional, clear, and easy to navigate. Here are some tips:

• Formatting: Use bullet points and clear headings to make your information pop. Keep the spacing consistent and use a readable font like Arial or Calibri.
• Design: Keep it simple! Save the fancy graphics for your creative portfolio. Choose a clean layout that's easy for the eye to follow.

Your resume is all about YOU. Inject your personality and passion, but keep it professional. By following these tips and tailoring your resume to each opportunity, you'll be well on your way to landing that dream internship that unlocks your future career path!

Optimize Your Resume for ATS

The Applicant Tracking System (ATS) efficiently manages job applications by scanning resumes for specific keywords and criteria set by employers. To improve visibility in ATS:

• Use relevant keywords from the job description throughout your resume.
• Simplify formatting and avoid uncommon file formats.
• Save your resume incompatible file formats such as .docx or .pdf
• Customize each resume with job-specific keywords and phrases.
• Review and edit for accuracy and professionalism.

Before submitting your internship application, finalize your resume and cover letter with a checklist. Ensure all documents are correctly formatted and error-free. When submitting applications online or through email, follow the employer's instructions carefully. After submitting, consider following up with a polite email to express continued interest and gratitude for the opportunity.

What are the Essential Sections in a Resume for Internships?

Crafting compelling content within each section of your resume is essential to capture the attention of potential employers. Here are detailed tips for each section:

Contact Information

• Ensure your name is prominently written in a larger font size.
• Provide a professional email address and an active phone number.
• Include your LinkedIn profile or personal website if relevant and professional.

Resume Objective

• Tailor your objective to the specific internship you're applying for, mentioning the position and company name if possible.
• Highlight your relevant skills and experiences that align with the internship requirements.
• Keep it concise, focusing on how you can contribute to the organization's goals.

Showcase Educational Background

• Mention your GPA if it's impressive, along with your degree, major, and graduation date.
• Highlight relevant coursework that demonstrates your skills and knowledge in the field.
• Include any academic honours or awards you've received, such as scholarships.

Incorporate Academic Achievements and Extracurricular Activities

List academic achievements like winning competitions, publishing research papers, or presenting at conferences.

• Include extracurricular activities that relate to your field or demonstrate leadership and teamwork skills.
• Quantify your achievements whenever possible to show their impact and significance.

Present Education-Related Experiences

Describe any research projects you've worked on, mentioning your role, methodologies used, and outcomes.

• Highlight any training or programs you've participated in, emphasizing what you learned and how it enhanced your skills.
• Connect these experiences to the internship role by explaining how they've prepared you for the internship role.

Prior Work Experience (if any)

Work experiences such as volunteering, or any previous internships would also count.

• Start with your most recent or relevant work experience and list the company name, position, and employment dates.
• Use bullet points to describe your responsibilities and achievements in each role.
• Quantify your accomplishments using action verbs, numbers or percentages, and transferable skills to demonstrate the impact.

Organize your skills into relevant categories such as technical skills, language proficiency, and soft skills. Tailor your skills section to match the internship requirements, emphasizing those most relevant to the role.

Highlight Transferable Skills

• Transferable skills are versatile abilities applicable across various jobs and industries. Employers value these skills for their role in fostering effective communication, teamwork, problem-solving, and adaptability.
• You can highlight transferable skills from your academic, work, or extracurricular experiences. For example, if you've worked on group projects in college, you can talk about how it improved your teamwork skills.
• If you've ever solved a problem at work or school, share that experience too. Employers love to see how you handle challenges.
• Even activities outside of school or work, like volunteering or playing sports, can help you develop transferable skills.

Incorporating Technical Skills and Certifications

Having the right technical skills and certifications is important for certain internship roles. They show employers that you have the specific abilities needed to excel in that job. Look at the internship description to figure out what technical skills are required. Make sure to mention these skills on your resume, especially if you have experience using them in projects or previous jobs. If you've taken any courses or earned certifications related to the internship role, definitely include them on your resume. This could be anything from completing an online course to getting certified in a specific skill/course. It shows that you're proactive about learning and improving your skills.

How to Craft a Compelling Summary for a Resume for Internships?

A strong resume objective or summary can make or break the deal. It's the first thing employers notice as it sets the tone for your application.

A golden rule is to make it concise yet impactful, providing a snapshot of your career goals, relevant skills, and qualifications.

To write an impactful introduction:

• State Your Career Goals: Clearly state what you aim to achieve through the internship and how it aligns with your career aspirations.
• Highlight Your Skills: Mention key skills and abilities that make you a suitable candidate for the internship.
• Showcase Your Qualifications: Briefly summarize your educational background and any relevant experiences that demonstrate your readiness for the internship.

Examples of effective resume objectives for internship seekers:

• For a Marketing Internship: Aspiring marketing enthusiast seeking an internship opportunity to apply my creativity and strategic thinking in executing innovative marketing campaigns, with a focus on digital media platforms. Skilled in market research and social media management, eager to contribute to a fast-paced marketing team.
• For a Research Internship: Detail-oriented science student with a keen interest in research methodologies, seeking an internship opportunity to contribute to groundbreaking scientific studies and gain practical lab experience. Skilled in experimental design, data analysis, and scientific writing, poised to assist in research projects aimed at advancing scientific knowledge.

Additional Tips for Writing a Resume for Internships

• Tailor the Resume to Specific Internship Opportunities: Customizing your resume for each internship application is crucial. It shows employers that you're serious and a good fit for the role. To align your resume with internship requirements, carefully read the job descriptions and emphasize relevant skills and experiences. Taking the time to research the company's culture and values will help you tailor your resume effectively, showing how well you fit with their values.
• Write an Attention-Grabbing Cover Letter: A cover letter complements your resume, providing a chance to express your personality and enthusiasm. Personalize your cover letter for each application, addressing specific internship requirements and showcasing your excitement for the opportunity. This adds depth to your application and makes you stand out to employers.
• Proofread and Edit the Resume: Proofread and edit your resume to check for content, formatting, and grammar errors. Making sure it's error-free reflects your professionalism. Utilize tools and resources available for thorough checks to make your resume flawless and polished.
• Choose a Professional Email Address When providing contact information, make sure to use a professional email address. Employers expect a professional tone in all communications. Avoid using email addresses like "partylover123" or "gamerboy45," as they can give the wrong impression to potential employers.
• Protect Your Privacy: It's important to maintain privacy and confidentiality on your resume. Personal information like age, marital status, or bank account number is generally not included. Focus on showcasing your skills and experiences relevant to the internship instead.
• Craft Specific Resume Objectives: Generic resume objectives don't grab the attention of employers. Instead, tailor your objective or summary to the internship you're applying for. Highlight your goals and how you can contribute to the organization, showing employers that you're a perfect fit for the role.
• Be Honest and Truthful: Integrity is highly valued everywhere, so it's essential to be honest in your resume. Exaggerating skills or lying about your experiences can damage your reputation and credibility. Employers appreciate authentic and honest candidates, so focus on presenting your genuine abilities and accomplishments.
• Leave Out References and Salary Expectations: References and salary expectations are typically not included on resumes. Employers usually request this information later in the application process if needed. By leaving them out, you keep your resume concise and focused on your qualifications for the internship.

Top-Rated Resumes for Internships on Resumod

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Check the full resume of interior design graduate in text format here .

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Resume of BA (Hons) Interior Designer  

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Ultimately, a well-crafted resume is very important for applying to internships. It helps employers understand the qualifications, skills, and contributions an applicant can bring to their organization. Applicants should strive to present themselves in the best possible light, showcasing their unique abilities and demonstrating their enthusiasm for the internship opportunity.

By applying the strategies outlined in this comprehensive guide, applicants can enhance their internship prospects and take a significant step towards achieving their career goals. With attention to detail, professionalism, and a focus on relevance, applicants can create a resume that stands out to employers and sets them apart from the competition.

Try Resumod's professional Resume builder now!

Resume Worded   |  Proven Resume Examples

• Resume Examples
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Machine Learning Intern Resume Examples: Proven To Get You Hired In 2024

Jump to a template:

• Machine Learning Intern

Get advice on each section of your resume:

Jump to a resource:

• Machine Learning Intern Resume Tips

Machine Learning Intern Resume Template

Download in google doc, word or pdf for free. designed to pass resume screening software in 2022., machine learning intern resume sample.

A machine learning intern assists the development team by writing code to develop autonomous systems. You should ideally have mathematical skills, basic programming and data science knowledge, and a passion for AI. If you are struggling to include something in your work history section, you can also include volunteering experience on your resume.

We're just getting the template ready for you, just a second left.

Recruiter Insight: Why this resume works in 2022

Tips to help you write your machine learning intern resume in 2024,    mention the programming languages and frameworks you are familiar with..

Your skills section should be highly technical, so it’s important to fill it in with hard skills like the programming languages and tools in your toolkit. This will give recruiters a better idea of the type of ML systems you can build. Some of the most popular coding languages in ML are Python, Java, and C++.

   Include machine learning projects you developed.

It’s ok if you don’t have extensive experience in the field. In the end, an internship experience will give you the expertise you need. You can include independent ML projects on your resume to help you demonstrate your potential.

We reached out to hiring managers at top tech companies like Google, Microsoft, and Amazon to find out what they look for in resumes for Machine Learning Intern roles. Based on their insights and our analysis of successful resumes, we've compiled a list of key tips to help you craft a compelling resume that showcases your skills and experience in machine learning.

   Highlight your machine learning coursework and projects

Hiring managers want to see that you have a strong foundation in machine learning concepts and practical experience applying them. Make sure to:

• Include relevant coursework like 'Machine Learning (CS229)' or 'Deep Learning (CS230)' and your grades/GPA
• Describe ML projects in detail, such as 'Built CNN model to classify handwritten digits with 98% accuracy on MNIST dataset'
• Link to GitHub repos or portfolios with your ML projects and code samples

Avoid simply listing course names without context:

• Relevant coursework: CS229, CS230, STATS202

   Quantify your impact and results

When describing your machine learning projects and experience, always include measurable results to convey the impact of your work. Compare this:

• Used NLP techniques to build a sentiment analysis model for product reviews

To a more impactful, results-oriented bullet point:

• Built NLP sentiment analysis model that achieved 95% accuracy in classifying positive/negative product reviews, enabling e-commerce client to automatically route reviews and improve customer service response times by 30%

Quantifying your results, such as model accuracy, dataset size, or business impact, makes your contributions more tangible and impressive to hiring managers.

   Tailor your skills to the job description

While most machine learning intern roles require similar foundational skills, the specific tools and techniques used can vary across companies and teams. Carefully review the job description for clues about key skills to highlight, for example:

• If the JD mentions TensorFlow or PyTorch, emphasize your experience with those deep learning frameworks
• If NLP techniques like topic modeling or sentiment analysis are listed, describe your NLP projects in more detail
• If the role involves deploying models to production, showcase any experience with MLOps tools and practices

Aligning your skills with the job requirements shows hiring managers you're a strong fit for that specific role.

   Show your passion for machine learning

Hiring managers look for candidates who are truly passionate about machine learning and actively developing their skills beyond the classroom. Some ways to demonstrate your passion:

• Describe independent ML projects you've done outside of coursework
• Mention participation in ML competitions like Kaggle, highlighting your rank/percentile
• List research papers you've published in ML/AI conferences or journals
• Include links to technical blog posts you've written explaining ML concepts or projects

Conveying your enthusiasm and initiative will help you stand out from other applicants and show you're deeply invested in a machine learning career.

   Explain technical concepts clearly and concisely

As a machine learning intern, you'll need to communicate complex technical ideas to both technical and non-technical audiences. Your resume should demonstrate this skill through clear, concise explanations of your projects and results.

Implemented LSTM-based sequence-to-sequence neural architecture with attention mechanism and teacher forcing to generate abstractive text summaries of long-form news articles.

While technically detailed, this description is hard to follow. Instead, try breaking it down:

Used LSTM neural networks to build NLP model for generating short text summaries from lengthy news articles. Improved model performance by 20% by incorporating attention mechanism and teacher forcing. Clearly communicated approach and results to team in non-technical terms.

   Include relevant math and statistics knowledge

A strong foundation in mathematics and statistics is crucial for success in machine learning. Make sure your resume highlights your relevant math and stats knowledge, such as:

• Linear algebra
• Probability theory
• Optimization methods
• Statistical inference and modeling

You can demonstrate this through:

• Listing relevant coursework and grades
• Describing projects that involved applying math/stats concepts to real-world problems
• Mentioning any math or statistics-related awards, publications, or research experience

While you don't need to be a math major, showcasing your quantitative skills will give hiring managers confidence in your ability to understand and apply machine learning techniques effectively.

Writing Your Machine Learning Intern Resume: Section By Section

  summary.

A resume summary for a machine learning intern position is optional, but it can be a valuable addition to your resume if you have relevant experience or skills that you want to highlight. It's a brief statement that appears at the top of your resume and provides a snapshot of your qualifications and career goals.

However, it's important to note that you should never use an objective statement instead of a summary. Objective statements are outdated and focus on what you want from the employer, rather than what you can offer them.

To learn how to write an effective resume summary for your Machine Learning Intern resume, or figure out if you need one, please read Machine Learning Intern Resume Summary Examples , or Machine Learning Intern Resume Objective Examples .

1. Highlight relevant machine learning skills

When writing your summary, focus on the machine learning skills and experience that are most relevant to the internship you're applying for. This might include:

• Proficiency in programming languages such as Python, R, or Java
• Experience with machine learning frameworks like TensorFlow or PyTorch
• Knowledge of statistical modeling and data analysis

For example, a strong summary might look like this:

Aspiring machine learning engineer with experience in Python programming and data analysis. Seeking to leverage my skills in TensorFlow and natural language processing to contribute to innovative projects at XYZ Company.

Avoid generic statements that could apply to any job or industry, such as:

• Hardworking and motivated individual seeking an opportunity to learn and grow
• Strong communication and teamwork skills

2. Tailor your summary to the specific internship

While it's important to showcase your relevant skills, you should also tailor your summary to the specific machine learning internship you're applying for. Research the company and the internship description to identify key qualifications and priorities.

For example, if the internship emphasizes deep learning techniques, you might write:

Graduate student in computer science with experience implementing deep learning models for image classification tasks. Seeking to apply my knowledge of convolutional neural networks to advance state-of-the-art research at ABC Labs.

On the other hand, a generic summary like the following is less effective:

• Machine learning enthusiast eager to gain hands-on experience and learn from industry experts

While this summary expresses enthusiasm, it doesn't provide any specific information about your qualifications or how you would contribute to the internship.

  Experience

The work experience section is the heart of your machine learning intern resume. It's where you showcase your most relevant and impressive experiences, and demonstrate your ability to apply your skills in real-world settings. Here are some key tips to help you write a strong work experience section that will catch the attention of hiring managers.

1. Use strong ML action verbs

When describing your work experiences, use strong action verbs that are specific to the machine learning field. This helps to highlight your technical skills and expertise. For example:

• Developed and trained neural networks using TensorFlow and PyTorch to improve image classification accuracy by 20%
• Implemented machine learning algorithms such as random forests and gradient boosting to predict customer churn with 85% accuracy
• Collaborated with cross-functional teams to deploy machine learning models in production using AWS SageMaker

Avoid using weak or generic verbs like "assisted" or "helped", as they don't convey the specific impact of your contributions.

2. Quantify your impact with metrics

Whenever possible, quantify the impact of your work using specific metrics and numbers. This helps to make your achievements more tangible and impressive to hiring managers. For example:

• Improved image recognition accuracy from 80% to 95% by fine-tuning pre-trained CNN models
• Reduced false positive rate of fraud detection model from 5% to 1%, saving the company $500K annually
• Trained and deployed NLP model that automated document classification, saving 50+ hours per week of manual work

If you don't have access to specific metrics, you can still use numbers to give a sense of scale, such as the size of the datasets you worked with or the number of users impacted by your projects.

When quantifying your achievements, focus on the metrics that matter most to the business, such as cost savings, revenue growth, or efficiency gains.

3. Showcase relevant ML projects and tools

As a machine learning intern, it's important to showcase any relevant projects or tools you've worked with, even if they were part of coursework or personal projects. This helps to demonstrate your hands-on experience and technical skills. For example:

• Developed a deep learning model using Keras and TensorFlow to classify skin lesions as benign or malignant, achieving 90% accuracy on a dataset of 10,000+ images
• Built and deployed a recommendation system using Apache Spark and MLlib that increased user engagement by 25%
• Conducted data exploration and feature engineering using Python and Pandas to preprocess large datasets for machine learning tasks

Be sure to mention any relevant tools or technologies you used, such as programming languages, frameworks, or cloud platforms.

4. Highlight leadership and collaboration

While technical skills are crucial for machine learning interns, employers also value candidates who can work well in a team and take on leadership roles when needed. Look for opportunities to highlight these soft skills in your work experience section. For example:

• Led a team of 3 interns to develop and deploy a machine learning pipeline that automated data preprocessing and model training, improving efficiency by 50%
• Collaborated with data engineers and product managers to define key metrics and requirements for a new recommendation system
• Mentored junior interns on best practices for data visualization and presented findings to executive leadership

Avoid simply listing soft skills like "team player" or "leadership" without providing concrete examples to back them up.

If you have experience presenting your work to non-technical stakeholders, be sure to mention it. The ability to communicate complex technical concepts to a broad audience is a valuable skill in any data-related role.

  Education

The education section of your machine learning intern resume should be concise yet impactful. It's an opportunity to showcase your academic background and relevant coursework that aligns with the internship requirements. Here are some key tips to keep in mind when crafting your education section:

1. Highlight relevant coursework and projects

As a machine learning intern, it's important to showcase the courses and projects that are most relevant to the position. This helps demonstrate your knowledge and skills to potential employers.

For example, instead of listing all your courses, focus on those that are directly related to machine learning, such as:

• Machine Learning Fundamentals
• Data Structures and Algorithms
• Artificial Intelligence
• Statistical Methods for Data Analysis

You can also mention any notable projects or research papers you completed as part of your coursework.

2. Include your GPA if it's strong

If you have a strong GPA (3.5 or above), consider including it in your education section. This can help you stand out from other candidates and demonstrate your academic achievements.

However, if your GPA is lower than 3.5, it's best to leave it out. Instead, focus on highlighting your relevant coursework, projects, and skills.

Bachelor of Science in Computer Science | University of ABC Expected Graduation: May 2024 GPA: 3.8/4.0 Relevant Coursework: Machine Learning, Data Structures, Algorithms, Artificial Intelligence

3. Keep it short for experienced professionals

If you are a more experienced professional with several years of work experience, you can keep your education section brief. Include only the essential information, such as your degree, university name, and graduation year.

Here's an example of what not to include:

• Relevant Coursework: Introduction to Programming, Data Structures, Algorithms, Operating Systems, Computer Networks, Database Systems, Software Engineering, Artificial Intelligence, Machine Learning, Computer Vision, Natural Language Processing
• Senior Capstone Project: Developed a machine learning model to predict customer churn for a telecommunications company using Python and scikit-learn

Instead, keep it concise like this:

M.S. Computer Science, XYZ University

  Skills

The skills section of your machine learning intern resume is a critical component that showcases your technical abilities and expertise to potential employers. It's important to highlight the most relevant and in-demand skills that align with the job description and demonstrate your proficiency in the field.

When crafting your skills section, be strategic in your selection and presentation of skills to maximize your chances of getting noticed by hiring managers and passing through applicant tracking systems (ATS).

1. Prioritize relevant machine learning skills

Focus on including skills that are directly related to machine learning and the specific requirements mentioned in the job description. Some key skills to consider are:

• Programming Languages : Python, R, Java, C++
• Machine Learning Frameworks : TensorFlow, PyTorch, Keras, Scikit-learn
• Big Data Technologies : Hadoop, Spark, Hive
• Data Visualization : Matplotlib, Seaborn, Tableau

Tailor your skills section to the job you're applying for by carefully reviewing the job description and identifying the most important skills the employer is seeking. Prioritize those skills and ensure they are prominently featured in your skills section.

2. Use proficiency levels to indicate expertise

When listing your skills, consider including proficiency levels to give hiring managers a clear understanding of your level of expertise in each area. However, avoid using generic or subjective terms like "expert" or "proficient" without any context.

Python (Expert) TensorFlow (Proficient) Data Visualization (Skilled)

Instead, use more specific and quantifiable indicators of your proficiency, such as years of experience or projects completed:

Python (3+ years experience) TensorFlow (2 projects completed) Data Visualization (Created dashboards for 5 clients)

By providing concrete examples of your proficiency, you give hiring managers a better sense of your true capabilities and make your skills section more impactful.

3. Optimize for applicant tracking systems (ATS)

Many companies use applicant tracking systems (ATS) to screen resumes before they reach human eyes. These systems scan resumes for specific keywords and skills related to the job description. To increase your chances of passing through ATS, it's crucial to include relevant keywords in your skills section.

Review the job description carefully and identify the key skills and technologies mentioned. Incorporate these exact terms into your skills section where applicable. For example, if the job description mentions "experience with TensorFlow," make sure to include "TensorFlow" in your skills section.

Programming Languages : Python, R, Java Machine Learning Frameworks : TensorFlow, PyTorch, Scikit-learn Big Data : Hadoop, Spark, Hive

By optimizing your skills section for ATS, you increase the likelihood that your resume will be selected for further review by the hiring manager.

4. Avoid listing outdated or irrelevant skills

When crafting your skills section, it's important to focus on current and relevant skills that are in demand for machine learning intern positions. Avoid listing outdated technologies or skills that are not directly applicable to the role.

Skills: - Microsoft Office - HTML - Fortran - Cobol

Instead, focus on modern technologies and programming languages that are widely used in the machine learning field:

Skills: - Python - TensorFlow - Scikit-learn - Hadoop

By showcasing current and relevant skills, you demonstrate to hiring managers that you are up-to-date with the latest industry trends and have the necessary knowledge to excel in a machine learning intern role.

Skills For Machine Learning Intern Resumes

Here are examples of popular skills from Machine Learning Intern job descriptions that you can include on your resume.

• Data Mining
• Artificial Intelligence (AI)
• Pattern Recognition
• Apache Spark
• Artificial Neural Networks

Skills Word Cloud For Machine Learning Intern Resumes

This word cloud highlights the important keywords that appear on Machine Learning Intern job descriptions and resumes. The bigger the word, the more frequently it appears on job postings, and the more likely you should include it in your resume.

How to use these skills?

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Resume Guide: Detailed Insights From Recruiters

• Machine Learning Resume Guide & Examples for 2022

Improve your Machine Learning Intern resume, instantly.

Use our free resume checker to get expert feedback on your resume. You will:

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It's instant, free and trusted by 1+ million job seekers globally. Get a better resume, guaranteed .

Machine Learning Intern Resumes

• Template #1: Machine Learning Intern
• Skills for Machine Learning Intern Resumes
• Free Machine Learning Intern Resume Review
• Other Data & Analytics Resumes
• Machine Learning Intern Interview Guide
• Machine Learning Intern Sample Cover Letters
• Alternative Careers to a Artificial Intelligence Specialist
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10 Reasons to Complete an Internship

By  Sarah Hildebrand

Photo by Proxyclick Visitor Management System on Unsplash

There are many reasons why both current students and recent graduates should consider completing an internship, including both personal and professional growth. Below is a list of 10 reasons why completing an internship might be beneficial to you.

1. Explore a New Career Path

Internships are a great way to explore a new career path in a low-stakes way. Internships are generally short-term commitments meant to help you get your feet wet within a new industry or role. Doing an internship early on in your academic and/or professional career can help you gauge your interest in a particular career path and decide whether or not you want to continue pursuing it.

2. Expand Your Professional Network

In a time when most jobs are gained through networking, completing an internship is a great opportunity to make connections within a field. You will build relationships with colleagues and supervisors who might be willing to serve as references or provide referrals later on. They might also be able to introduce you to others in the field or similar roles who can help you learn even more about the field and potential job opportunities.

3. Develop Your Skillset

Internships are great learning experiences. While they might allow you to apply a skill you already have, they will also allow you to develop new skills along the way — both technical skills (such a data analytics) and soft skills (such as teamwork and communication).

4. Identify Your Priorities

When searching for a job, it’s important to weigh your priorities, which include not only the skills you’d like to use and field you’d like to be in, but your values and overall preferences when it comes to work-life balance. Getting a sense of a professional workplace can help you identify aspects of a job that you like or dislike, which is important information moving forward. By the end of an internship, you will likely have a good idea of whether a particular role, organization, industry, or type of supervisor aligns with your overall career goals.

5. Build Your Resume

Many students struggle to write resumes, especially if most of their experience stems from their educational background. While it’s totally possible to write a stand-out resume rooted mostly in educational experiences, many companies love to see that you have practical work experience, as well. This proves that you are capable of holding down a job in industry, and that you’ve been able to apply what you’ve learned to real world situations.

6. Learn How Your Advanced Degree Can Function in Industry

Students often struggle to articulate how their advanced degree can play out — and pay-off — in industry. Completing an internship can help you see how your advanced degree can be put to work and serve as an advantage in the workplace. This can help you later communicate the value of your degree to other employers who might not be as familiar with the benefits of advanced degrees.

7. Build Confidence

It can be intimidating not only to begin a new full-time job, but even to enter into a full-time job search. Pursuing and completing an internship can help you learn more about these processes. Throughout your search, you will gain experience in writing resumes and cover letters, interviewing, and communicating with potential employers. Completing the internship will also help boost your confidence in utilizing some of the skills you’ve learned in graduate school.

8. Get Your Foot in the Door

While this is not true of all companies, there are some organizations that use their internship programs as feeder programs into full-time positions. Some companies prefer to exclusively hire past interns with whom they already have relationships and have evaluated in the workplace. Having previously worked for an organization, even in a part-time capacity, can give you inside information into its inner workings that could help set you up for success in future job documents and interviews if you decide you enjoyed your work there enough to want to continue. Beyond the particular company you interned for, you have now also leveraged your way into a particular field or industry, making it easier to pursue roles in other organizations, as well.

9. Receive Feedback

Throughout your internship, you will likely receive feedback from colleagues and supervisors that can help you grow as a person and a professional. This is invaluable information as you work to improve yourself and enter into future job searches.

10. Gain Academic Credit

Some internships are paid, but many are not. One way to get the most out of your internship is to complete it for academic credit . Each Fall semester, The Graduate Center runs a course called IDS 81620: Scholarly Praxis at Work in the World, which allows PhD and master’s degree students to receive academic credit for internships done outside of the academy. This class is unique in that the majority of your work will take place in your internships, which should take up 8-10 hours per week.

This is a great space to talk about your internship, identify key takeaways, and troubleshoot any issues. It’s also an invaluable opportunity to hear about the experiences of your classmates, which may inspire you to pursue additional career paths or explore organizations you might not have heard of before.

Additional Resources:

Related Webinars:

• Find the Right Internship for Your Career

Related Blog Posts:

• Part 1: Navigating the Internship Application Timeline
• Part 2: Internship Search Plan & Post-Application Timeline
• Completing Internships for Academic Credit

This entry is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license.

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