Sagecare
Knowledge Routing Engineer
- Confirmed live in the last 24 hours
- $175k–$210k
- Mid level
- Full-time
- Remote · HQ
- 7+ yrs exp
- Added 1 month ago
About this role
Sage Care, a rapidly growing healthcare startup, seeks a Knowledge Routing Engineer to develop and own the core routing engine for their AI-powered care navigation platform. This role focuses on translating patient queries and symptoms into actionable results by building models and encoded representations, bridging the gap between machine learning research and practical software engineering. You’ll collaborate with engineers and medical professionals to improve patient matching and overall system efficiency.
What you'll do
- Develop and maintain the core symptom and query routing engine.
- Build models to map queries and symptoms to urgency levels, providers, and specialties.
- Design learned decision trees for follow-up questions.
- Incorporate medical protocols and standard operating procedures.
- Collaborate with medical experts on knowledge representation.
- Develop self-learning models from real user data.
What they're looking for
- ML Engineering
- Learned Decision Trees
- Deep Learning
- Reinforcement Learning
- Backend Engineering
- Systems Thinking
- NLP
- Medical AI (Nice to Have)
Benefits
- Work at a fast-growing startup
- Collaboration with experts
- Backed by top-tier venture capital
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Sagecare
Likely interview questions
- Describe your experience building and deploying learned decision trees to solve complex problems.
- How have you approached ambiguous problems in the past, and how did you define solutions?