Analyst Intern Internships
Analyst intern internships give university students, recent graduates, and early-career switchers hands-on project experience, mentorship from working analysts, and, at many employers, a path toward a full-time offer. Openings are concentrated across Technology & Software, Airlines, and Insurance, with Metropolitan Transportation Authority, TikTok, and NOVOGRADAC & COMPANY among the employers posting roles now.
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We are seeking a motivated and analytical AI Analyst Intern to support our artificial intelligence labs initiative and data mining. This internship offers hands-on experience in data preprocessing, data analytics, and business intelligence insights. The ideal candidate is passionate about AI technologies, curious about solving real-world problems, and eager to learn in a collaborative environment.
Key Responsibilities:
- Assist in data collection, cleaning, and preprocessing tasks for best AI fit analysis.
- Support the development, testing, and evaluation of different AI solutions.
- Research on how to create visuals and dashboards using tools like Python (Matplotlib, Seaborn), Power BI, or Tableau.
- Collaborate with data analysts, engineers, and business analysts to understand project requirements.
- Contribute to documentation of methodologies, model performance, and technical processes.
- Conduct research on AI trends, tools, and industry applications to support ongoing innovation.
- Perform quality checks and validation of AI outputs and data pipelines.
- Create a final summary report after the end of the Internship program with best practices and recommendations.
Qualifications:
- Currently pursuing a bachelor’s or minor degree in Computer Science, Data Science, Engineering, Statistics, or a related field.
- Good understanding of data structures, algorithms, and statistical concepts.
- Experience with Python or R; familiarity with libraries such as NumPy, Pandas, scikit-learn, TensorFlow, or PyTorch is a plus.
- Basic knowledge of SQL and database concepts.
- Excellent analytical thinking and problem-solving abilities.
- Strong communication and teamwork skills.
- Curiosity and a willingness to learn quickly in a fast-paced environment.
Preferred Skills (Bonus):
- Prior AI Project work performed at a school or university.
- Familiarity with cloud platforms (AWS, Azure, GCP) or operating systems.
- Prior coursework or projects related to machine learning or AI
Benefits:
- Mentorship from experienced professionals in AI and Data Science.
- Real-world project experience with measurable impact.
- Networking opportunities with tech and analytics teams.
- Possible pathway to a full-time role upon graduation.
Lanco is an equal opportunity employer. All employment-related decisions, including but not limited to hiring, compensation, promotion, discipline (including termination), evaluation, training and development opportunities, etc., are made without discrimination on the basis of race, color, sex, sexual orientation, gender-related identity, pregnancy, national origin, ancestry, religion, age, military status, protected disability, citizenship, genetic information or any other category protected by applicable law.
Equal Opportunity Employer
This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights (https://www.eeoc.gov/poster) notice from the Department of Labor.
Analyst Intern Internship Market
Who's Hiring
- Metropolitan Transportation Authority10
- TikTok6
- NOVOGRADAC & COMPANY4
- Oracle2
- AccuWeather2
Top Industries Hiring
- Technology & Software12
- Airlines2
- Insurance2
- Aerospace & Defense2
- Media & Entertainment2
Tips for Your Analyst Intern Internship Search
Apply earlier than the semester suggests
Large employers recruit summer analyst intern interns the preceding fall, often closing cohorts before winter break. Smaller companies and co-op programs post much closer to their start dates. Check openings regularly from September onward and treat any deadline you find as the last safe date, not a target.
Build documented proof before you apply
Analyst intern hiring teams expect limited work history, so your projects carry the weight. Complete two or three end-to-end analyses, write up your methodology and findings, and publish them somewhere reviewers can click through. A linked case study or a clean data repository tells a recruiter far more than a bullet point on a resume.
Work your campus network and apply directly at the same time
Campus 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. Apply directly to companies running smaller cohorts alongside campus activity, since many analyst intern openings never appear at university events at all.
Practice your analyst intern screen out loud before applying
Most analyst intern intern screens include a technical or analytics component, often a case exercise, a data interpretation question, or a structured problem-solving conversation. Practice explaining your reasoning as you work through sample problems, since interviewers weigh how you think through ambiguity as much as whether you land on the right answer.
Target structured rotational and university cohort programs early
Many larger employers run analyst development or rotational internship programs designed specifically for people new to the field. These programs recruit on a fixed timeline, often in the fall, and fill their cohorts well before the general market opens up. Identify the programs that fit your background and apply in the first wave.
Set your work-type filter before you start searching
On-site roles are 57% of the analyst intern internships listed here. Decide what you can actually commit to before you start reviewing listings, then filter by location and work type so you spend your time on roles you can take rather than sorting through ones that don't fit your situation.
Analyst Intern Internships: Frequently Asked Questions
How do I get an analyst intern internship?
Lead with coursework, personal projects, and a portfolio rather than work history, since hiring teams expect limited experience at the intern level. For analyst intern candidates, a documented project with real data, a published analysis, or a case study gives recruiters something concrete to assess. Combine direct applications with campus career fairs, where recruiters often move faster for students they meet in person.
Can an analyst intern internship turn into a full-time job?
Many employers extend return offers to strong interns, but conversion is never guaranteed. For analyst intern interns, what actually drives it is performance on real deliverables, available headcount on the team at the end of the summer, and how early the employer runs its return-offer process. Treat the internship as an audition, contribute visibly, and stay open to an offer without counting on one.
When should I apply for analyst intern internships?
Earlier than most expect. Large employers recruit summer analyst intern interns the preceding fall, often closing cohorts before the new year. Smaller companies and co-op programs post closer to their actual start dates, so openings appear year-round. Checking regularly and applying as soon as a role fits gives you the best shot at structured programs that fill on a rolling basis.
Are analyst intern internships paid?
Most professional analyst intern 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 internships exist but are far less common in professional settings, and many states have rules that limit them.
What should an analyst intern internship resume include?
Lead with projects, not work history. Include two or three complete, documented projects that name the tools you used and link to the work, such as a published analysis, a GitHub repository with clean documentation, or a case study write-up. Add relevant coursework that maps to the role. Keep the whole resume to one page, since hiring teams scan quickly at the intern level.
Are there remote analyst intern internships?
Yes. Remote and hybrid roles make up 43% of the analyst intern 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.
Can international students get analyst intern 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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