Full Stack AI Engineer Internships
Full stack ai engineer internships give university students, recent graduates, and early-career switchers hands-on project experience building production-grade AI systems, mentorship from working engineers, and, at many employers, a path toward a full-time offer. Openings are concentrated across Energy, Food & Beverage, and Technology & Software, with Cook, V2X, and Bosch among the employers posting roles now.
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Do you want to learn more on how to best defend the United States, our armed forces, and our allies from all forms of air and missile threats?
If you are pursuing a Bachelor's, Master's, or PhD in Computer Science, Mathematics, Engineering, Physics, or a similar major and want to work in an exciting and collaborative environment to solve challenging technical problems, we'd love to have you join our team.
We are seeking an innovative and highly talented intern to join our Information Fusion and Artificial Intelligence Group. You will be joining a team of engineers and scientists who are at the forefront of APL's mission to provide innovative solutions to critical challenges. Accurate, timely, and actionable information derived from a variety of sources provides the warfighter advantages over its adversaries. Our group at APL identifies, develops, and applies efficient and effective algorithms to support critical capabilities for a variety of DoD missions.
As an intern, you will apply math, engineering, computer science, and physics knowledge to implement new distributed algorithms, advanced Artificial Intelligence/Machine Learning techniques, data fusion concepts, etc. in support of a wide variety of US Navy, Missile Defense, and Air Force systems.
As a member of our team...
- You will research, implement, prototype, and analyze algorithms, quantify and document the performance capabilities and limitations of algorithms for specific tasks, and provide metrics of robustness and confidence in specific approaches.
- You will interact with large data sets of various types, formats, and structures for algorithm training and testing, data cleaning, pre-processing, normalization, or manipulation as needed.
- You will create, develop, and debug code to contribute to various multi-user software test beds.
- You will create effective visualizations and documentation to explain complex topics to a variety of audiences.
Qualifications
You meet our minimum qualifications for the job if you...
- Are pursuing a Bachelor’s or Master’s degree in Computer Science, Mathematics, Engineering, Physics, or similar degrees with a minimum 3.0 GPA on a 4.0 scale
- Are fluent in Python or C/C++, with the ability to translate mathematical concepts into well-documented and efficient code
- Have a desire to apply software engineering techniques to complex problems
- Have good written and verbal communication skills
- Are able to obtain an Interim Secret level security clearance by your start date and can ultimately obtain Secret level clearance. If selected, you will be subject to a government security clearance investigation and must meet the requirements for access to classified information. Eligibility requirements include U.S. citizenship
You'll go above and beyond our minimum requirements if you...
- Are pursuing a PhD degree in Computer Science, Mathematics, Engineering, Physics, or similar degrees with a minimum 3.0 GPA on a 4.0 scale
- Have basic knowledge in AI/ML or have taken AI/ML courses
- Have basic knowledge in Autonomy, or have taken Autonomy courses
- Have prior experience deploying AI/ML or Autonomy algorithms on edge compute devices
- Have prior experience developing AI/ML algorithms, used Generative AI or LLMs
- Have demonstrated experience in working with version control software like Git
About Us
Why Work at APL?
The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our nation’s most critical defense, security, space and science challenges. While we are dedicated to solving complex challenges and pioneering new technologies, what makes us truly outstanding is our culture. We offer a vibrant, welcoming atmosphere where you can bring your authentic self to work, continue to grow, and build strong connections with inspiring teammates.
At APL, we celebrate our differences of perspectives and encourage creativity and bold, new ideas. Our employees enjoy generous benefits, including a robust education assistance program, unparalleled retirement contributions, and a healthy work/life balance. APL’s campus is located in the Baltimore-Washington metro area. Learn more about our career opportunities at https://www.jhuapl.edu/careers.
All qualified applicants will receive consideration for employment without regard to race, creed, color, religion, sex, gender identity or expression, sexual orientation, national origin, age, physical or mental disability, genetic information, veteran status, occupation, marital or familial status, political opinion, personal appearance, or any other characteristic protected by applicable law. APL is committed to providing reasonable accommodation to individuals of all abilities, including those with disabilities. If you require a reasonable accommodation to participate in any part of the hiring process, please contact Accessibility@jhuapl.edu.
The referenced pay range is based on JHU APL’s good faith belief at the time of posting. Actual compensation may vary based on factors such as geographic location, work experience, market conditions, education/training and skill level with consideration for internal parity. For salaried employees scheduled to work less than 40 hours per week, annual salary will be prorated based on the number of hours worked. APL may offer bonuses or other forms of compensation per internal policy and/or contractual designation. Additional compensation may be provided in the form of a sign-on bonus, relocation benefits, locality allowance or discretionary payments for exceptional performance. APL provides eligible staff with a comprehensive benefits package including retirement plans, paid time off, medical, dental, vision, life insurance, short-term disability, long-term disability, flexible spending accounts, education assistance, and training and development. Applications are accepted on a rolling basis.
Minimum Rate
$22.60 Hourly
Maximum Rate
$47.95 Hourly
Full Stack AI Engineer Internship Market
Who's Hiring



Top Industries Hiring
- Energy
- Food & Beverage
- Technology & Software
- Marketing & Advertising
Tips for Your Full Stack AI Engineer Internship Search
Apply for summer roles in the fall
Large employers open summer full stack ai engineer intern cohorts as early as September and October. Waiting until spring means competing for a much smaller pool of unfilled seats. Set a reminder to start searching at the beginning of the academic year and treat fall applications as your primary window.
Build a portfolio before you send a single application
Intern hiring teams for full stack ai engineer roles want something concrete to review. Two or three deployed projects with linked GitHub repositories, a live demo, or a documented AI model are more persuasive than a list of coursework alone. Finish at least one end-to-end project, from data pipeline to front-end interface, before you apply.
Work your campus network and apply directly at the same time
Career fairs surface structured programs tied to your university, and professors or career center staff often know which employers recruit from your school before roles post publicly. Applying directly to companies running smaller cohorts alongside campus activity widens the pool you reach and catches openings that never appear at a fair.
Practice coding screens out loud before your first interview
Full stack ai engineer intern interviews typically include a coding screen covering data structures, algorithms, and system design questions. Practice solving problems while explaining your reasoning out loud, since interviewers weigh how you think through a problem as much as whether you reach the right answer. Run mock screens until narrating your approach feels natural.
Target structured rotational and university programs early
Many large technology companies run formal rotational or university intern cohorts designed specifically for people new to full stack AI engineering. These programs provide structured mentorship, defined project scopes, and strong conversion pipelines. They recruit earlier than general intern postings and fill fast, so identify the ones that fit your background and apply in the first wave.
Set your work-type filter before you start
On-site roles are 25% of the full stack ai engineer internships listed here. Decide what you can commit to before you start searching, then filter by location and work type on Migrate Mate so you are not sorting through roles you cannot actually take. Knowing your constraints upfront keeps your application effort focused.
Full Stack AI Engineer Internships: Frequently Asked Questions
How do I get a full stack ai engineer internship?
Lead with coursework and personal projects rather than work history, since hiring teams expect limited experience at this level. Build a portfolio that links directly to deployed apps, GitHub repositories, or AI demos, giving recruiters something concrete to assess. Combine direct applications with campus career fairs, where recruiters often move faster for students they meet in person.
Can a full stack ai engineer internship turn into a full-time job?
Many employers extend return offers to strong interns, but conversion is never guaranteed. What actually drives it is consistent delivery on real work, team headcount at offer time, and how early you signal interest in returning. Treat the internship as an extended interview, but keep applying to other roles so you are not counting on a single outcome.
When should I apply for full stack ai engineer internships?
Earlier than most expect. Large tech and enterprise employers open summer intern recruiting the preceding fall, with cohorts filling before winter. Smaller companies and co-op programs post closer to start dates, so openings appear year-round. Checking listings regularly means you catch both waves rather than missing the early-recruiting cycle entirely.
Are full stack ai engineer internships paid?
Most professional full stack ai engineer internships in the U.S. are paid. Compensation varies by company size, industry, and location, and listings show it where the employer chooses to disclose it. Unpaid arrangements are uncommon at established technology and product companies but can appear at early-stage startups or nonprofits.
What should a full stack ai engineer internship resume include?
Lead with two or three complete projects, naming the frameworks and tools used and linking to live deployments or GitHub repositories where the code is visible. Add a relevant coursework section covering algorithms, machine learning, and system design. Keep the whole document to one page, since intern hiring managers expect concise, evidence-first resumes at this stage.
Are there remote full stack ai engineer internships?
Yes. Remote and hybrid roles make up 75% of the full stack ai engineer internship listings here, with the rest on-site. Remote cohorts fill fast because they draw applicants from across the country, so apply early and filter by work type to see them before they close.
What is a rotational software engineering internship?
Rotational intern programs at larger technology companies place interns across two or three product or platform teams during a single summer, exposing them to full stack, infrastructure, and AI components in sequence. They target people early in their engineering careers, recruit in the fall, and are competitive, so identify the programs that fit your background and apply in the first wave of recruiting.
Can international students get full stack ai engineer internships?
Yes. F-1 students can intern through CPT while enrolled or through OPT work authorization after finishing a degree, and the employer does not have to file anything for either, so many companies are open to international interns. Confirm your eligibility and timing with your university's international student office before accepting an offer.
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