Note: The job is a remote job and is open to candidates in USA. Machinify is a leading healthcare intelligence company focused on delivering value and efficiency to health plan clients. They are seeking a Staff Data Scientist to advance their machine learning models that identify and audit claims errors, aiming to improve financial outcomes and reduce healthcare costs.
Responsibilities
- 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
Skills
- 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
- Compensation also includes meaningful equity, healthcare, unlimited PTO, and more.
Company Overview
Machinify is a SaaS platform that enables non-technical enterprises to build AI-powered products and processes. It was founded in 2016, and is headquartered in Palo Alto, California, USA, with a workforce of 1001-5000 employees. Its website is http://www.machinify.com.