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Strong VC backing, Bangalore location, generic software title, low experience bar and broad ML-product scope drive high competition.
Core ML/modeling and production skills transferable, but clinical data and LLM specialization increase domain specificity.
Requires minimum two years and production deployment experience, but flexible on specific ML/LLM background.
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Develop and own large-scale semantic search systems using proprietary clinical data to support doctors' clinical reasoning.
Build customer-facing products and take end-to-end ownership from design to deployment.
Address open-ended problems independently and produce technical reports and papers on findings.
Minimum 2 years experience in deploying production software systems.
Bachelor's degree in computer science or related field.
Work Experience Required: Minimum 2 years in production system deployment.
Notice Period: Not explicitly mentioned in the JD.
Comfortable working in a startup environment characterized by speed, ambiguity, and rapid iteration rather than large tech structures.
Demonstrates strong ownership without need for guidance, capable of handling open-ended, ambiguous problems.
Has interest or prior experience related to building LLM-powered products and product design, with some exposure to startup founding or founder mentality.