Machinify, Inc.
Bending the healthcare cost curve with AI.
Machine Learning • Deep Learning • Large-scale Data Processing • Cluster Computing • Real-time predictions
51 - 200
Data Scientist - ML
September 28, 2023
🏡 Remote – Anywhere in California
Machinify, Inc.
Bending the healthcare cost curve with AI.
Machine Learning • Deep Learning • Large-scale Data Processing • Cluster Computing • Real-time predictions
51 - 200
Description
• Advance Machinify’s capabilities to model and understand medical decisions which will power a range of products in the claims processing space. • Make thoughtful decisions around which methods/algorithms are likely to work well in solving the business problem at hand • Consider the quality of the available input data and build robust systems that will work well in the presence of noise/errors • Measure the model output in practical real-world settings and iterate your approach • Learn about the healthcare industry and become an expert over time
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 interested in learning about the healthcare industry and helping us improve the care millions of people receive. • You are scrappy, and love solving hard problems that matter. • 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. • You are a critical thinker who can be strategic without losing attention to detail. • You are comfortable taking the initiative and owning projects from start to finish. • You can build positive relationships based on trust and value delivered.
Benefits
• Meaningful equity • Excellent healthcare • Flexible time off • Other benefits and perks
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