{"id":26518,"url":"https://alion.io/job/machinify-staff-data-scientist-nlp","title":"Staff Data Scientist | NLP","company":{"id":7119,"name":"Machinify","domain":"machinify.com","url":"https://alion.io/company/machinify","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"A","score":95,"open_postings":40,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":106,"computed_at":"2026-10-27T05:46:45Z"}},"role":"Data Science","role_family":"Data Science","seniority":"staff","employment_type":null,"work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":["US"],"hiring_countries_total":1,"salary":{"min":180000,"max":230000,"currency":"USD","period":"year","gross":null,"usd_annual":230000},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Fine-tuning","optional":false},{"name":"GCP","optional":false},{"name":"Hugging Face","optional":false},{"name":"Human-in-the-Loop","optional":false},{"name":"JAX","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"LoRA","optional":false},{"name":"NLP","optional":false},{"name":"pgvector","optional":false},{"name":"Pinecone","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"QLoRA","optional":false},{"name":"RAG","optional":false},{"name":"Semantic Search","optional":false},{"name":"Sentence-Transformers","optional":false},{"name":"spaCy","optional":false},{"name":"SQL","optional":false},{"name":"Transformers","optional":false},{"name":"Weaviate","optional":false},{"name":"Multimodal AI","optional":true},{"name":"PEFT","optional":true},{"name":"PostgreSQL","optional":true}],"status":"live","first_seen_at":"2026-02-24T20:05:29Z","employer_posted_date":"2026-05-21","last_verified_at":"2026-10-27T10:10:48Z","board_verified":true,"closed_at":null,"days_open":244,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":244},"description":"Machinify is a leading healthcare intelligence company with expertise across the payment continuum, delivering unmatched value, transparency, and efficiency to health plan clients across the country. Deployed by over 85 health plans, including many of the top 20, and representing more than 270 million lives, Machinify brings together a fully configurable and content-rich, AI-powered platform along with best-in-class expertise. We’re constantly reimagining what’s possible in our industry, creating disruptively simple, powerfully clear ways to maximize financial outcomes and drive down healthcare costs.\nWe're hiring a Data Scientist focused on natural language processing to build models that turn unstructured text into product features and business insight. You'll own problems end-to-end - framing, data, modeling, evaluation, and shipping - and work closely with engineering and product to put your work in front of users.\nWhat you'll do\nDesign and train NLP models for tasks like classification, entity extraction, retrieval, summarization, and semantic search\nFine-tune and evaluate LLMs (open-source and API-based); build RAG pipelines and agentic workflows where appropriate\nBuild robust evaluation harnesses - offline metrics, human-in-the-loop review, and online A/B tests\nPartner with ML engineers to productionize models (latency, cost, monitoring, drift detection)\nTurn ambiguous product questions into well-scoped ML problems and communicate tradeoffs clearly to non-technical stakeholders\nWhat we're looking for\n3+ years of applied ML experience with a meaningful portion in NLP\nStrong Python and the modern NLP stack: PyTorch or JAX, Hugging Face Transformers, spaCy, sentence-transformers\nHands-on experience fine-tuning transformer models (LoRA/QLoRA, instruction tuning, preference optimization) and/or building production RAG systems\nSolid grounding in evaluation: knows the difference between BLEU/ROUGE/BERTScore/LLM-as-judge and when each is misleading\nComfortable with SQL, vector databases (pgvector, Pinecone, Weaviate, or similar), and one major cloud (AWS/GCP/Azure)\nClear written and verbal communication; can defend a modeling choice and also admit when a heuristic beats a model\nNice to have\nPublications at ACL/EMNLP/NAACL/NeurIPS or strong open-source contributions\nExperience with multilingual NLP, speech, or multimodal models\nBackground shipping LLM features in a regulated domain (healthcare, finance, legal)\nWhat We Offer \nWork from anywhere in the US! Machinify is digital-first.\nTop Medical/Dental/Vision offerings\nFSA/HSA\nTuition reimbursement\nCompetitive salary, 401(k) with company match\nUnlimited PTO\nAdditional health and wellness benefits and perks\nFlexible and trusting environment where you’ll feel empowered to do your best work \nThe salary for this position is based on an array of factors unique to each candidate: Such as years and depth of experience, set skills, certifications, etc. We are hiring for different levels and the base salary can range from $180k-$230k+ based on your assessed level. Compensation also includes meaningful equity, healthcare, unlimited PTO, and more.\nEqual Employment Opportunity at Machinify\nWe are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity workplace. Machinify is an employment at will employer. We participate in E-Verify as required by applicable law. In accordance with applicable state laws, we do not inquire about salary history during the recruitment process. If you require a reasonable accommodation to complete any part of the application or recruitment process, please let our recruiters know. See our Candidate Privacy Notice at: https://www.machinify.com/candidate-privacy-notice/","description_format":"text","description_chars":3917,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Equity","Unlimited PTO"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Medical AI","Revenue Cycle & Medical Billing"],"lifecycle":[{"event":"open","at":"2026-02-24T20:05:29Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 32 · green card filings: 1","filings_12m":32,"filings_prev_12m":4,"green_card_filings_12m":1,"median_offered_wage_usd":172955,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":13}],"liveness":{"score":20,"band":"cold","label":"Long shot","p_open":1,"p_active":0.719,"p_room":0.28,"age_days":244,"expected_fill_days":106,"reasons":["conf:0","win:tail","crowd:"],"computed_at":"2026-10-27T05:46:45Z"},"pay":{"stated_usd_annual":230000,"is_top_pay":true},"html_url":"https://alion.io/job/machinify-staff-data-scientist-nlp","json_url":"https://alion.io/job/machinify-staff-data-scientist-nlp.json","meta":{"generated_at":"2026-10-27T11:02:00Z","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":13008,"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":7119},"rest":"https://alion.io/mcp/rest/get_company?id=7119"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmachinify-staff-data-scientist-nlp"},{"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%2Fmachinify-staff-data-scientist-nlp"},{"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%2Fmachinify-staff-data-scientist-nlp"},{"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/machinify-staff-data-scientist-nlp\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmachinify-staff-data-scientist-nlp"}]}