Key skills
ML
About this role
Role Overview
- Master understanding of various claims payment policies and healthcare concepts.
- Build and improve the models by thoughtfully curating data and creating features.
- Precisely measure and improve model performance against real-world outcomes. Make operational recommendations to the customer to optimize model results.
- Interpret and refine large-scale data created by complex business workflows.
- Advance the team’s capabilities by improving pipelines, infrastructure, and tools.
Requirements
- Several years of experience solving real-world business problems with data and ML modeling
- Proven ability to make team-level contributions and develop frameworks and tools to improve the work of many
- Able to build a high-level, strategic work plan while keeping attention to detail
- Experience precisely measuring and optimizing the business impact of your work
- Experience handling large-scale, complex data which may not be clean or well-defined
- Experience writing production-quality code (i.e. building pipelines, productionizing models) and overcoming practical challenges to deploy a model
- Deep curiosity about healthcare
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