Advarra

Senior Data Scientist

Advarra

full-time

Posted on:

Location Type: Remote

Location: United States

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Salary

💰 $91,524 - $167,794 per year

Job Level

Tech Stack

About the role

  • Focus on understanding existing models, assessing their performance, selecting optimal architectures, and fine-tuning them to meet specific domain and business needs
  • Collaborate closely with data engineering, product, and domain teams to translate real-world research challenges into scalable, model-driven solutions
  • Optimize and fine-tune large language models (LLMs) and domain-specific variants using proprietary datasets
  • Evaluate model performance across key metrics and benchmarks
  • Implement and operationalize LLM-based and retrieval-augmented systems that enhance Braid-powered products
  • Assess and select models that best align with domain-specific requirements
  • Partner with clinical and operational experts to translate research and trial challenges into measurable model evaluation frameworks

Requirements

  • MS in Machine Learning, Computer Science, or related quantitative discipline
  • 5+ years of hands-on experience developing and fine-tuning ML or LLM models
  • Demonstrated expertise in Python, with experience and knowledge of a commercial framework like PyTorch
  • Hands-on experience developing, managing, and troubleshooting workflows within Databricks for data engineering, analytics, and machine learning projects
  • Documented strong understanding of the ML lifecycle
  • Experience with embeddings and retrieval-augmented generation (RAG)
Benefits
  • Health coverage
  • Paid holidays
  • Variable bonus
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learninglarge language modelsmodel fine-tuningPythonPyTorchembeddingsretrieval-augmented generationML lifecycledata engineeringanalytics
Soft Skills
collaborationproblem-solvingcommunicationresearch translationperformance assessment
Certifications
MS in Machine LearningMS in Computer Science