Staff Data Scientist | Modeling

What You’ll Do

• 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.

What You Bring

• 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.

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

Pay

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 the base salary can range from $180k-$260k+ based on your assessed level. Compensation also includes meaningful equity, healthcare, unlimited PTO, and more.

Schedule

Machinify is digital-first and offers flexible working arrangements.