{"id":3998175,"url":"https://alion.io/job/aei-spring-intern-data-analysis-and-education-policy","title":"Spring Intern: Data Analysis and Education Policy","company":{"id":1755142,"name":"AEI","domain":"aei.org","url":"https://alion.io/company/aei-org","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"iCIMS","truth_index":null},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-11-10T02:14:02Z","employer_posted_date":"2026-11-10","last_verified_at":"2026-11-10T18:18:06Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Overview\nThe education policy team’s data intern will support the team’s cutting-edge research at the intersection of data, education policy, and technology. The data intern will research a variety of topics, including by:\nanalyzing and drawing meaningful interpretations from state and national education data sets;\nusing statistical modeling to estimate causal effects;\nusing web scraping to construct novel education data sets;\napplying text analysis, machine learning, and other techniques to analyze unstructured data; and\ncreating visualizations and written reports to communicate results.\nCandidates are expected to:\nbe highly interested in learning more about education policy;\nhave keen attention to detail and be highly effective at communication;\nbe highly proficient in Python and/or R.\nhave a strong understanding of statistics;\nhave a foundational understanding of machine learning;\nbe comfortable working independently when given a project; and\nbe able and eager to learn new skills on the job. \nApplicants who go above and beyond will:\nhave taken coursework to understand, or have work experience in, education policy; and\ndemonstrate fluency in both Python and R, and potentially other programming languages;\nhave a strong understanding of regression and causal analysis; and\nhave experience applying machine learning and/or natural language processing to unstructured, messy data sets.\nThe ideal candidate for this position will have a passion for understanding K-12 American education through multiple types of data, have a general STEM background with a foundational understanding of data science, and be driven by open-minded, intellectual curiosity. Candidates who are able to participate in the program on an in-person basis for 30-40 hours a week are encouraged to apply.\nAbout AEI Internships\nAEI internships offer a unique opportunity for undergraduates, graduate students, and recent graduates to gain experience in research, writing, business, and communications at one of the nation’s leading think tanks. Competitive candidates will generally have a GPA of 3.5 or higher from a top-ranking college or university. AEI’s internship program runs for 12 weeks, and all related programming will take place in-person in Washington, DC. Please see the internship program home page for updates about the program.\nThe spring program dates are either Tuesday, January 12, to Friday, April 2, or Tuesday, January 19, to Friday, April 9.","description_format":"text","description_chars":2455,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-11-10T02:14:02Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":27,"reasons":["conf:4","win:early","comp:junior"],"computed_at":"2026-11-10T06:52:35Z"},"pay":null,"html_url":"https://alion.io/job/aei-spring-intern-data-analysis-and-education-policy","json_url":"https://alion.io/job/aei-spring-intern-data-analysis-and-education-policy.json","meta":{"generated_at":"2026-11-10T20:50:38Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":13749,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-11T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":1755142},"rest":"https://alion.io/mcp/rest/get_company?id=1755142"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faei-spring-intern-data-analysis-and-education-policy"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Faei-spring-intern-data-analysis-and-education-policy"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Faei-spring-intern-data-analysis-and-education-policy"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/aei-spring-intern-data-analysis-and-education-policy\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faei-spring-intern-data-analysis-and-education-policy"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3998175}},{"tool":"search_jobs","arguments":{"company":"aei.org","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3998175},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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