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Senior Machine Learning Engineer for Clinical Data

Senior Machine Learning Engineer for Clinical Data

beBeeMachineHyderabad, Telangana, India
11 hours ago
Job description

Improve Patient Outcomes with AI-Powered Insights

We are seeking a highly skilled Applied Machine Learning Scientist to join our team. In this role, you will leverage your extensive experience in building and improving models across structured + unstructured clinical data to drive real-world impact.

Key Responsibilities :

  • Ship a prompted language model baseline & fine-tuned small language model or BERT-class model, comparing , cost, and latency.
  • Build light RAG / explainability : return the strongest supporting sentence / span from notes that justifies the classification.
  • Leverage domain NER to target specific acute phenotypes and improve downstream classifiers.
  • Distill / quantize to hit latency / cost SLOs while preserving recall; hand off clean checkpoints / configs / eval harnesses.
  • Work hands-on in Python, Jupyter, Git, SQL, MLflow; AWS (EC2 / ECS / S3) or equivalent cloud.

Requirements :

  • 2+ years in industry doing hands-on NLP (IC), across prompting, fine-tuning, and training BERT-class models.
  • Evidence of high-recall use cases with calibration and defensible thresholds; comfort with noisy note text.
  • Undergrad degree required in Computer Science or Computational Linguistics (strong quantitative background).
  • Nice to have : visible healthcare NLP work (papers, preprints, GitHub).
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    Senior Machine Learning Engineer • Hyderabad, Telangana, India

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