Position Details
About this role
Headway is seeking a Senior Machine Learning Engineer to develop ranking and relevance models that enhance how patients discover mental health providers, leveraging search, recommendation, and personalization techniques.
Key Responsibilities
- Design and iterate ML models for matching and ranking
- Leverage patient signals and provider attributes
- Own model lifecycle from offline evaluation to deployment
- Design A/B tests and analyze results
- Collaborate with cross-functional teams
Technical Overview
The role involves building and deploying ML models for search and ranking systems, using Python and frameworks like TensorFlow or PyTorch, with a focus on personalization and offline evaluation.
Ideal Candidate
The ideal candidate is a senior AI/ML engineer with experience in building ranking and personalization systems, proficient in Python and deep learning frameworks like TensorFlow or PyTorch, capable of working autonomously on complex models to improve patient-provider matching.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with ML models or ranking systems, No proficiency in Python or deep learning frameworks, No experience in search or recommendation algorithms
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