{"id":144818,"url":"https://alion.io/job/doctrine-experiencedsenior-machine-learning-engineer-squad-distribute","title":"Experienced/Senior Machine Learning Engineer - Squad Distribute","company":{"id":53066,"name":"Doctrine","domain":"doctrine.fr","url":"https://alion.io/company/doctrine-fr","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"B","score":74,"open_postings":37,"ghost_share":0.351,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":99,"computed_at":"2026-11-02T06:13:15Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Paris, France"],"countries":["FR"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":60000,"max_usd":119000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":42},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"ElasticSearch","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"GitHub","optional":true},{"name":"NLP","optional":true}],"status":"live","first_seen_at":"2025-01-23T15:39:54Z","employer_posted_date":"2025-01-23","last_verified_at":"2026-11-02T03:14:47Z","board_verified":true,"closed_at":null,"days_open":647,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":647},"description":"Context\nWe are looking for a confirmed/senior Machine Learning Engineer to help us build the first legal AI platform.\nJoin a squad dedicated to revolutionizing how legal professionals advise clients and businesses across France and Europe. A high-impact product squad responsible for secondary legal sources and private documents. These are complex challenges where you will also contribute to embedding GenAI at the core of our products.\nYou can find full details about our stack on GitHub https://github.com/DoctrineLegal/#our-tech-stack !\nNote: Previous professional experience in law is not required, but a willingness to learn and develop expertise in understanding legal documents is important\nMissions\nDevelop NLP models (whether based on Machine Learning or not) to assist with information search and recommendation within legal documents, in particular.\nMaintain and monitor these models in production.\nDesign conversational agents to accelerate lawyers’ work across various areas of law, ensuring accurate responses and facilitating drafting tasks.\nCollaborate with different types of profiles, including engineers, product managers, and product designers, to identify new product development opportunities.\nParticipate in internal knowledge sharing and consolidation of best practices; contribute to the development of our Engineering strategy.\nIdeal Profile\nStrong knowledge of Machine Learning (both classical and deep learning) for data extraction and recommendation, ideally with some first-hand experience with LLMs.\nExperience with natural language search engines and inverted indexes such as Elasticsearch.\nSolid understanding of MLOps challenges, with a strong motivation to grow in this area.\nA keen interest in artificial intelligence topics.\nDesire to identify, analyze, and deploy the latest scientific advances in production.\nStrong Python development skills, with a focus on algorithm design.\nProficiency in French, as you will be working with legal data in French.\nExtras of the role\nLike all engineers at Doctrine, you will join one of our cross-functional chapters - in this case, the Web chapter. Within this chapter, you will contribute to internal projects aimed at improving our processes and shaping our long-term vision. The chapter meets every week to:\nShare knowledge: keep track of the state of the art, review scientific papers, continuous improvement, best practices, etc.\nPropose improvements: experiment with new tools, suggest new processes to implement.\nYou will also take part in recruitment: all individual contributors meet candidates through technical assessments or interviews.","description_format":"text","description_chars":2625,"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":"French","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[{"name":"France","iso":"FR","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Legal AI","Legal Software"],"lifecycle":[{"event":"open","at":"2025-01-23T15:39:54Z"}],"visa":[],"liveness":{"score":8,"band":"cold","label":"Long shot","p_open":1,"p_active":0.3,"p_room":0.28,"age_days":647,"expected_fill_days":99,"reasons":["conf:2","velocity","ghost","win:tail","crowd:"],"computed_at":"2026-11-02T06:13:15Z"},"pay":null,"html_url":"https://alion.io/job/doctrine-experiencedsenior-machine-learning-engineer-squad-distribute","json_url":"https://alion.io/job/doctrine-experiencedsenior-machine-learning-engineer-squad-distribute.json","meta":{"generated_at":"2026-11-02T07:07:05Z","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":9958,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-03T00:00:00Z"}},"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":53066},"rest":"https://alion.io/mcp/rest/get_company?id=53066"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdoctrine-experiencedsenior-machine-learning-engineer-squad-distribute"},{"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%2Fdoctrine-experiencedsenior-machine-learning-engineer-squad-distribute"},{"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%2Fdoctrine-experiencedsenior-machine-learning-engineer-squad-distribute"},{"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/doctrine-experiencedsenior-machine-learning-engineer-squad-distribute\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdoctrine-experiencedsenior-machine-learning-engineer-squad-distribute"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":144818}},{"tool":"search_jobs","arguments":{"company":"doctrine.fr","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":144818},"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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