Data Scientist | Modeling - Remote

Overview

Machinify is a leading healthcare intelligence company with expertise across the payment continuum, delivering unmatched value, transparency, and efficiency to health plan clients across the country. Deployed by over 85 health plans, including many of the top 20, and representing more than 270 million lives, Machinify brings together a fully configurable and content-rich, AI-powered platform along with best-in-class expertise. We’re constantly reimagining what’s possible in our industry, creating disruptively simple, powerfully clear ways to maximize financial outcomes and drive down healthcare costs.

In Short

• Master Claim Audits: Dive into various clinical and coding audits, unpacking the data that drives audit decisions, and understanding past outcomes.
• Model Advancement: Curate labeled data, hypothesize new features, and develop ML models that target claims for audit with even greater precision.
• Optimize Impact: Measure model performance rigorously, translating outcomes into operational insights and recommendations for our clients.
• Tame Complexity: Work with vast, nuanced data pipelines derived from intricate business workflows—often unclean and undefined—to refine them for robust modeling.
• Drive Team Success: Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency.
• Grow with Healthcare: 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.