Machine Learning Engineer empowering clinicians through data-driven innovations at SimplePractice. Building AI workflows and optimizing models for effective patient care delivery with a hybrid work approach.
Responsibilities
Develop AI workflows, customize data pipelines, tune models, and engineer prompts to bring idea to prototype
Work with subject matter experts to set up evaluation for AI workflows, ensuring rigor, quality and safety of content output
Work with eng partners to integrate AI workflows into production
Build and configure AI performance monitoring with proper reporting and alerts
Optimize and maintain AI workflows for performance, reliability, and long-term scalability
Start with the Job-to-be-done, dive deep into the domain and understand the problem from user perspective
Decompose problems into conquerable pieces. Design solutions to address each with cross-disciplinary thinking and big picture in mind.
Conduct exploratory data analysis to answer key questions and test assumptions. Design experiments and build prototypes for proof-of-concept.
Build artifacts to illustrate the findings with rigor and how they inform the roadmap and decisions
Provide AI expert advice to product and eng partners in shaping product roadmap
Partner closely with software eng, product, data eng, ML platform teams to scope and plan in execution
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