{"id":3110553,"url":"https://alion.io/job/inven-data-scientist","title":"Data Scientist","company":{"id":682979,"name":"Inven","domain":"inven.ai","url":"https://alion.io/company/inven-2","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Teamtailor","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Helsinki, Finland"],"countries":["FI"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":50000,"max_usd":111000,"period":"year","method":"role_country_seniority_unknown","sample_n":12},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Flyte","optional":true},{"name":"Hugging Face","optional":true},{"name":"NLP","optional":true},{"name":"NumPy","optional":true},{"name":"pySpark","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2025-09-04T06:13:31Z","employer_posted_date":"2025-09-04","last_verified_at":"2026-10-27T01:37:15Z","board_verified":true,"closed_at":null,"days_open":418,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":417},"description":"Machine Learning Engineer\nWe’re looking for an experienced Data Scientist to join our growing data team. You’ll be part of a high-energy product and engineering team where ownership is real.\nAt Inven, AI isn’t an add-on, it’s the foundation of how we deliver value to our users. As a Data Scientist here, you’ll get the chance to work on complex, data-heavy features and define what a great AI-first product looks like.\nWhat are we looking for?\nAn exceptionally driven, startup-minded individual. We consider ourselves high-performers, you should be one too!\n\nStrong math skills, especially linear algebra and statistics, are essential - Without foundational skills we would be constrained to copying ready-made solutions.\n\nHunger for innovation is required - Our product lives or dies based on whether it is the best product out there, so we don’t have the luxury of simply copying what has worked in the past.\n\nKnowledge of how to make ML pipelines and products scale is crucial - We work with web-scale data, meaning data volumes are huge and all conceivable edge cases are encountered.\n\nSome broad categories of problems we frequently address are e.g. entity resolution, extracting formatted information from unformatted sources as well as document retrieval, ranking and clustering. Past experience with similar problems is a plus, foundational knowledge of NLP and LLMs is a must.\n\nSome tools we use are e.g. Python, NumPy, PyTorch, Hugging Face, Flyte, PySpark. You should have experience with these or similar tools.\n\nFluency in English\n\nWhat we offer\nA focus on building: minimal bureaucracy, no redundant overhead, no days lost to pointless meetings.\n\nAI-first culture: front-row seat to building a truly AI-native product.\n\nTrue autonomy over how you work, balanced with real accountability\n\nA Helsinki city-center office with a strong in-office culture, gym access, and regular team events\n\nEquity through our option plan. Help us build a unicorn, and the upside is yours too.\n\nSome of the most ambitious, low-ego colleagues you'll work alongside\n\n$12.75M Series A led by Ventech and Vendep Capital, with Lifeline Ventures and angel investor Risto Siilasmaa\n\nFinland's AI Startup of the Year 2025, #10 fastest-growing early-stage startup in Europe, #3 fastest growing startup in Nordics\n\nThe Process\n30 min phone screen with our recruiter\n\n1h technical interview with members of our dev team\n\n30 min meet-our-founders coffee chat\n\nTo apply, simply attach your CV or LinkedIn profile and fill in your basic info below.\nSounds like something for you? Apply now!","description_format":"text","description_chars":2571,"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":[{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":["Equity"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Machine Learning","Management Consulting"],"lifecycle":[{"event":"open","at":"2026-10-22T20:34:52Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.182,"p_room":0.28,"age_days":417,"expected_fill_days":30,"reasons":["conf:4","win:tail","crowd:"],"computed_at":"2026-10-27T05:46:45Z"},"pay":null,"html_url":"https://alion.io/job/inven-data-scientist","json_url":"https://alion.io/job/inven-data-scientist.json","meta":{"generated_at":"2026-10-27T08:50:51Z","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":9673,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-28T00:00:00Z"}},"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":682979},"rest":"https://alion.io/mcp/rest/get_company?id=682979"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Finven-data-scientist"},{"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%2Finven-data-scientist"},{"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%2Finven-data-scientist"},{"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/inven-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Finven-data-scientist"}]}