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sql python databricks pytorch apache spark๐ Description
- Apply ML/AI techniques including GenAI and LLM-based approaches in cloud SaaS for healthcare.
- Collaborate with product leaders, clinicians, data scientists, UI/UX researchers, and engineers to deliver value.
- Design, build, and evaluate AI/ML solutions using structured or unstructured healthcare data.
- Perform R&D to deliver production-ready model systems; data collection, cleaning, analysis, tuning, training, evaluation.
- Apply responsible AI evaluation practices; develop custom model performance metrics at scale.
- Contribute to a collaborative, cross-functional team culture across the organization.
๐ฏ Requirements
- Master's degree or equivalent in CS/Math/Physics/Engineering with strong fundamentals in ML.
- Proven SaaS industry experience with major product releases.
- Hands-on healthcare data experience (EHR, ADT, clinical notes).
- Python proficiency; SQL; Java or other languages useful.
- Experience with big data frameworks (Azure Data Lake, Apache Spark, Databricks).
- Understanding of transformer/LLM approaches and PEFT methods (LoRA, QLoRA) with Hugging Face.
๐ Benefits
- Benefits starting from Day 1
- Retirement Plan Matching
- Flexible Paid Time Off
- Wellness Support Programs and Resources
- Parental & Caregiver Leaves
- Fertility & Adoption Support
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