ChatGPT Jobs · 16 hours ago
Data Scientist | Clinical AI
Mountain View, CA
Full-time
Onsite
Mid LevelMachinify is a leading healthcare intelligence company focused on healthcare payment solutions for health plan clients. They are hiring a Data Scientist to help advance their AI system for clinical criteria evaluation, which involves translating medical policy into executable logic and building measurement systems for AI pipelines that extract clinical signals from medical records.
Computer Software
Responsibilities
Translate medical policy into executable logic by reading and interpreting medical policies and clinical criteria
Convert requirements into correct, maintainable SQL and Python implementations
Design rule representations that are composable and auditable
Prompt engineering and system parameter tuning for AI configuration that extracts clinical information from medical records
Build robust clinical feature pipelines, handling missing timestamps, multiple measurement sources, unit normalization, deduplication, conflicting values, provenance tracking
Own measurement, evaluation, and continuous quality improvement
Define and instrument accuracy metrics for the AI system that extracts data from medical records
Build gold datasets, sampling strategies, and review workflows with clinical/operations partners
Establish engineering frameworks and tooling
Create reusable tooling for policy-to-code translation: templates, test harnesses, validation suites, regression checks, and monitoring dashboards
Partner deeply with domain experts
Work with clinicians, policy specialists, and operations to clarify ambiguous requirements and ensure implementations reflect real-world intent
Produce clear documentation that explains what the code is doing and why, with examples and edge-case handling
Qualification
Required
Strong SQL and Python engineering skills - Ability to translate nuanced requirements into correct SQL and production-quality Python
Experience operationalizing rules + models - Track record of implementing complex business/clinical logic and deploying it reliably
Evaluation/Metric mindset - Experience designing metrics, building ground truth, running experiments, and improving system quality through structured iteration
Systems thinking and rigor - You build frameworks that make other engineers/scientists faster
Healthcare curiosity (and willingness to learn fast) - Interest in medical records, clinical data, and how policies translate into decision criteria
Preferred
Experience with clinical data standards or lab data normalization (LOINC familiarity, units conversion, reference ranges)
Experience evaluating LLM/IE systems (information extraction) or building human-in-the-loop QA workflows
Familiarity with distributed data systems (Spark, BigQuery/Snowflake, Databricks) and workflow orchestrators
Company
ChatGPT Jobs
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Founded in 2024
2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase