{"id":517099,"url":"https://alion.io/job/fi-money-dsml-intern","title":"DS/ML Intern","company":{"id":59374,"name":"Fi Money","domain":"fi.money","url":"https://alion.io/company/fi-money","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","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":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":8000,"max_usd":16000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":621},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"LLM","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-07-02T08:14:59Z","employer_posted_date":"2026-07-02","last_verified_at":"2026-10-12T17:08:35Z","board_verified":true,"closed_at":null,"days_open":102,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":102},"description":"A builder mindset is the core of this role and where you'll spend most of your time. But we're a small team building a whole product, not a research lab. The best person here treats ML systems as their primary craft while staying willing to do whatever the product needs - thinking through the product itself, shipping backend or frontend code, untangling data pipelines. We're looking for someone energized by the breadth, not someone who wants to stay in their lane.\n\nWhat you'll work on\nEvaluation systems for AI features\nHelp build the eval backbone our AI features ship against - failure taxonomies, LLM-as-judge rubrics, golden datasets, calibration against human judgment.\nLearn what it takes to keep automated scores honest as models and prompts change. A feature with no eval has no quality floor.\nModel routing & inference economics\nGet hands-on with how we route work across models - balancing cost, quality, and latency per task.\nHelp run the experiments that justify those choices and catch regressions.\nScoring, measurement & signal quality\nWork on turning noisy, real-world signals into scores you can actually trust - grounded in real statistical rigor, not vibes.\nHelp move heuristic-driven approaches toward calibrated, monitored systems.\nMLOps & production\nGet exposure to the full lifecycle - feature pipelines, model versioning, rollout, monitoring for drift and silent quality decay.\nWork alongside engineering to see how models get served reliably at low latency.\nWhat we're looking for\nMust have\nCurrently pursuing or recently completed a degree in CS, DS, ML, or a related field.\nSome hands-on DS/ML experience - coursework, personal projects, research, or a prior internship - where you've built and run something end to end, not just notebooks.\nComfort with Python and working SQL knowledge.\nBasic grounding in applied statistics - you can explain what a metric means and when it might be misleading.\nA builder's instinct - genuinely curious about product decisions, backend, or frontend, not just the modeling layer.\nSome exposure to LLMs - prompting, using APIs, or experimenting with model behavior.\nNice to have\nAny exposure to evaluation or observability tooling for LLM features.\nCoursework or projects in information retrieval, entity-matching, or record-linkage.\nInterest in developer-productivity, code analytics, or DevEx data.","description_format":"text","description_chars":2364,"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":["Digital Banks & Neobanks"],"lifecycle":[{"event":"open","at":"2026-09-07T20:59:42Z"}],"visa":[],"liveness":{"score":24,"band":"cold","label":"Long shot","p_open":1,"p_active":0.551,"p_room":0.44,"age_days":101,"expected_fill_days":77,"reasons":["conf:2","urgency","win:tail","crowd:junior"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/fi-money-dsml-intern","json_url":"https://alion.io/job/fi-money-dsml-intern.json","meta":{"generated_at":"2026-10-12T17:10:08Z","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":27386,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"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":59374},"rest":"https://alion.io/mcp/rest/get_company?id=59374"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ffi-money-dsml-intern"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"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%2Ffi-money-dsml-intern"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"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%2Ffi-money-dsml-intern"},{"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/fi-money-dsml-intern\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ffi-money-dsml-intern"}]}