Machinify builds machine learning models for some of the largest health plans in the country to identify nearly $1B in erroneous healthcare payments. Our customers receive tens of millions of claims each year, many of which are billed with mistakes or fraud. Our production models detect and stop those errors on a daily basis, resulting in measurable healthcare savings that significantly outperform industry standards. Machinify has already had a huge impact as a small company, and we are growing quickly!
We are looking for a Data Scientist | ML 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:
-
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.
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
What We Offer
- 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
The salary for this position is based on an array of factors unique to each candidate: Such as years and depth of experience, set skills, certifications, etc. We are hiring for different levels, and our Recruiting team will let you know if you qualify for a different role/range. Salary is one component of the total compensation package, which includes meaningful equity, excellent healthcare, flexible time off, and other benefits and perks.
