{"id":729066,"url":"https://alion.io/job/bayesianhealth-staff-machine-learning-engineer","title":"Staff Machine Learning Engineer","company":{"id":669392,"name":"Bayesian Health","domain":"bayesianhealth.com","url":"https://alion.io/company/bayesianhealth","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"C","score":65,"open_postings":12,"ghost_share":0.583,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-28T05:59:10Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":["US"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":165000,"max_usd":312000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":197},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2024-12-19T14:22:50Z","employer_posted_date":"2024-12-19","last_verified_at":"2026-10-28T17:36:46Z","board_verified":true,"closed_at":null,"days_open":678,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":677},"description":"Staff Machine Learning Engineer\nIn Brief\nWe’re an early-stage startup on a mission to make healthcare proactive by empowering physicians, nurses, and care team members with real-time data to save lives.\n\nPart Data Scientist (building models), part Applied Scientist (productionizing models), and part MLE (deploying, maintaining), also known as “Full Stack Data Scientist” - someone who wants to own the end-to-end effectiveness of their real-time models in a live, clinical AI product.\n\nWho We Are\nBayesian Health’s mission is to improve patient outcomes by empowering clinicians with the insights they need to make the right decision for the right patient at the point-of-care. We’re a diverse team of clinicians, engineers, machine learning experts, product designers, and performance improvement leaders committed to enabling smarter, patient-specific care delivery through unlocking the power of data.\nWe’re funded by top tier tech and biotech investors: Andreessen Horowitz, American Medical Association’s venture arm, Catalio Partners, and LifeForce Capital. Our company has won many awards; most recent recognitions include: Forbes AI Top 50, World Economic Forum Tech Pioneer, Time Best Inventions, BioTech AI Company of the Year.\nRead more about our recent publication in Nature Medicine that associates our products with lives saved.\nWhat You’ll Do\nAs a Staff Machine Learning Engineer, you are not satisfied with training and tuning ML models that predict clinical conditions in patients; you also want to own the effectiveness of your model in the real world. In practice, that means you aren’t afraid to get your hands dirty by writing data mapping code, debugging a specific patient case by following patient data as it moves through our AWS services, or improving the timeliness of your model’s predictions by reading and writing production-grade Python and SQL code.\nResponsibilities\nModel Prototyping: Develop and tune innovative, new ML models and labeler systems based on deep understanding of clinical use cases and state-of-the-art ML methods.\n\nProductionizing: The same models that you develop with production-grade python.\n\nDeploying: Identify strategies for improving our production ML-based systems, and write, debug, and deploying production-grade Python code to implement those strategies.\n\nMLOps: Build infrastructure that enables ML model development and deployment in production systems.\n\nMinimum qualifications\nPh.D. in a relevant field plus 3+ years relevant experience, or a relevant Master’s degree and 5+ years experience shipping ML based software products.\n\nExperience owning your ML models from prototyping to production.\n\nExperience writing production-grade Python and SQL code to implement and evaluate ML models in production systems.\n\nExperience using MLOps tools such as SageMaker and MLFlow.\n\nPreferred qualifications\nExperience going 0-1 and shipping high impact AI/ML products.\n\nExperience building solutions within healthcare and/or familiarity working with messy health data.\n\nExperience working with enterprise customers, and the agility and responsiveness they require.\n\nComfortable interpreting / leveraging state-of-the-art peer-reviewed methods or tools in designing your approach.\n\nExcitement for Bayesian’s mission and being a bar raiser so we can accelerate the pace at which we create value.\n\nBayesian Health provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.\n\nThis policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.","description_format":"text","description_chars":3955,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Medical AI","Clinical Decision 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