Dive into various clinical and coding audits, unpacking the data that drives audit decisions, and understanding past outcomes.
Curate labeled data, hypothesize new features, and develop ML models that target claims for audit with even greater precision.
Measure model performance rigorously, translating outcomes into operational insights and recommendations for our clients.
Work with vast, nuanced data pipelines derived from intricate business workflows—often unclean and undefined—to refine them for robust modeling.
Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency.
Build expertise in healthcare data and make an impact on the industry. Engage with clients and internal experts to refine model insights, ensuring alignment with real business needs.

Requirements

You enjoy solving real-world business problems involving data-driven optimization and ML modeling - and have been doing that successfully for a while.
You are comfortable measuring and optimizing the direct business impact of work.
You are experienced with SQL, handling large-scale data, and are comfortable with at least one programming language (Python, R, etc.).
You have experience building ML models using modern ML approaches like Neural Nets or Tree-ensembles from scratch for new applications - making decisions relating to which supervised labels to use, the metric to optimize for, and the features likely to be useful.

Benefits

Work from anywhere in the US! Machinify is digital-first.
Top Medical/Dental/Vision offerings
FSA/HSA
Tuition reimbursement
Competitive salary, 401(k) with company match
Unlimited PTO
Additional health and wellness benefits and perks
Flexible and trusting environment where you’ll feel empowered to do your best work

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

SQLPythonRML modelingNeural NetsTree-ensemblesdata optimizationdata pipelinesmodel performance measurementfeature engineering

Soft Skills

problem-solvingcommunicationcollaborationclient engagementanalytical thinkingadaptabilitydecision-makinginsight translationteamworkbusiness acumen