{"id":3612894,"url":"https://alion.io/job/pretius-data-scientist-5","title":"Data Scientist","company":{"id":1391,"name":"Pretius","domain":"pretius.com","url":"https://alion.io/company/pretius","size_band":null,"is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Traffit","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"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":"AI Agents","optional":false},{"name":"Embeddings","optional":false},{"name":"IAM","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"RAG","optional":false},{"name":"SQL","optional":false},{"name":"OpenSearch","optional":true},{"name":"Oracle","optional":true}],"status":"live","first_seen_at":"2026-11-02T11:46:13Z","employer_posted_date":"2026-11-02","last_verified_at":"2026-11-05T11:07:42Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"At Pretius we are looking for an experienced Data Scientist to join a project for a client in the insurance industry. The project combines classic machine learning with Generative AI agents, built entirely on Oracle Cloud Infrastructure (OCI). You will help build solutions that support underwriting, actuarial analysis and fraud, waste and abuse (FWA) detection, with a strong focus on security, traceability and client data isolation.\nProject / Role\nBuild ML and statistical models (e.g. risk scoring, fraud detection) for insurance clients on OCI.\nPrepare data and manage the model lifecycle: training, batch scoring, deployment and drift monitoring.\nRun daily batch scoring and large-scale data processing.\nDesign GenAI agents with RAG over insurance documentation and governed access to data through SQL.\nBuild and evaluate the vector search layer behind the agents.\nImplement guardrails and traceability for GenAI solutions.\nEnsure security and isolation of client data in a multi-tenant setup.\nRequirements\n3+ years in statistics and machine learning.\nStrong PL/SQL skills and hands-on work with Autonomous Database (ADW) on OCI.\nPractical knowledge of OCI Data Science: notebook sessions, Jobs, ML Pipelines, conda environments, Model Catalog (versioning, metadata) and Model Deployment.\nModel monitoring for drift and performance.\nWorking with Autonomous Database and Object Storage from Data Science, with a clear view on when to train in-database vs. externally.\nScheduling and orchestration of batch scoring on daily-refreshed data.\nBackground in LLM- and RAG-based solutions, ideally on OCI Generative AI, including hosting or calling LLMs in governed agents.\nAbility to build agents that query governed data through SQL and function-calling tools instead of answering numbers from model memory.\nSolid grasp of retrieval fundamentals: chunking, embeddings, retrieval quality evaluation.\nSolid grasp of guardrails and traceability: prompt-injection controls, citations, trace logging of every tool call and answer, human approval for consequential actions.\nGood command of cloud security: IAM policies, Vault, private networking, Logging and Monitoring.\nFluent English (min. B2).\nNice to have\nOracle Machine Learning (OML) and Select AI, including where Select AI fits and where it doesn’t.\nFamiliarity with OCI Generative AI Agents: agents, endpoints, sessions and knowledge bases over documents such as policy wordings, underwriting guidelines, actuarial memos and FWA investigation playbooks.\nExposure to Oracle AI Vector Search or OpenSearch.\nExposure to OCI Data Flow (Spark).\nInsurance domain knowledge (underwriting, actuarial, FWA).\nBackground in multi-tenant solutions that keep client data and models isolated.\nWhat do we offer?\nWe focus on long-term relationships based on fair principles and reliability.\nCo-financing of the Multisport card and Medicover private healthcare.\nModern office available.\nTeam bonding activities, internal courses, conferences, certifications.","description_format":"text","description_chars":2995,"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":"Upper-Intermediate (B2)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-11-02T15:05:42Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":2,"expected_fill_days":44,"reasons":["conf:0","velocity","win:early"],"computed_at":"2026-11-05T05:54:30Z"},"pay":null,"html_url":"https://alion.io/job/pretius-data-scientist-5","json_url":"https://alion.io/job/pretius-data-scientist-5.json","meta":{"generated_at":"2026-11-05T14:37:50Z","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":18954,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-06T00:00:00Z"}},"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":1391},"rest":"https://alion.io/mcp/rest/get_company?id=1391"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fpretius-data-scientist-5"},{"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%2Fpretius-data-scientist-5"},{"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%2Fpretius-data-scientist-5"},{"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/pretius-data-scientist-5\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fpretius-data-scientist-5"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3612894}},{"tool":"search_jobs","arguments":{"company":"pretius.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3612894},"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. Docs: https://alion.io/developers"}}