Overview
Machinify is the leading provider of AI-powered software products that transform healthcare claims and payment operations. Each year, the healthcare industry generates over $200B in claims mispayments, creating waste and friction for patients, providers, and payers. Machinify’s AI-platform enables industry-specific products that increase the speed and accuracy of claims processing.
Machinify builds machine learning models for some of the largest health plans in the country to identify nearly $1B in erroneous healthcare payments. Our production models detect and stop errors daily, delivering measurable healthcare savings. Machinify is growing quickly.
We are looking for a Data Scientist for our "Pay" team (claims payments product) to advance our models further. In addition to building best-in-class models, this person will create technical frameworks and tools to help the team achieve greater scale and improved business outcomes.
What You’ll Do
- Master understanding of various claims payment policies and healthcare concepts.
- Build and improve the models by 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.
What You’ll Bring
- 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
Equal Employment Opportunity at Machinify
Machinify is committed to hiring talented and qualified individuals with diverse backgrounds for all of its positions. Machinify believes that the gathering and celebration of unique backgrounds, qualities, and cultures enriches the workplace.
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