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Senior Machine Learning Engineer

OneStudyTeam (a Reify Health company) builds a cloud platform that accelerates clinical trials and improves patient outcomes by enabling research sites, sponsors, and stakeholders to collaborate efficiently. We seek a Senior Machine Learning Engineer to turn advanced AI research into scalable production solutions that power patient recruitment, enrollment forecasting, feasibility, and other mission-critical clinical workflows.

Skills

  • 5+ years building and shipping production ML solutions at scale
  • Strong Python proficiency and experience with ML libraries (pandas, scikit-learn, TensorFlow/PyTorch)
  • Experience with large-scale data processing and complex SQL
  • Familiarity with cloud ML infrastructure and MLOps tooling (AWS, Docker, CI/CD, model monitoring)
  • Practical knowledge of NLP and large language models

Responsibilities

  • Design, build, and deploy production-grade ML models and LLM-powered agents for clinical research use cases (patient recruitment, enrollment forecasting, study feasibility).
  • Implement end-to-end ML pipelines from data ingestion and feature engineering to model serving, monitoring, and CI/CD automation.
  • Leverage cloud services and MLOps best practices (AWS, containers, automated testing, monitoring/data-drift detection) to ensure reliable, scalable deployments.
  • Collaborate with product managers, engineers, data scientists, designers, and domain experts to integrate AI features into the StudyTeam platform.
  • Extend and maintain the AI knowledge base architecture and prototype experimental approaches for production adoption.
  • Continuously evaluate, iterate on, and document models and pipelines; ensure reproducibility, fairness, and robustness in production.

Education

  • Bachelor's degree in Computer Science, Engineering, Statistics, Math, or related field (or equivalent experience)
  • Advanced degree (MS/PhD) in a quantitative field is preferred but not required

Benefits

  • Remote-first work environment and flexible schedule
  • Competitive salary and performance-based compensation
  • Health, dental, and vision insurance
  • 401(k) or retirement savings plan
  • Paid time off and flexible leave policies
  • Professional development and learning opportunities
To read the complete job description, please click on the ‘Apply’ button

Average salary estimate

$180000 / YEARLY (est.)
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$150000K
$210000K

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onestudyteam, a member of the reify health portfolio, provides the cloud-based platform studyteam to accelerate the development of new and life-saving therapies. studyteam brings research site workflows online and enables sites, sponsors, and othe...

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SENIORITY LEVEL REQUIREMENT
TEAM SIZE
SALARY RANGE
$150,000/yr - $210,000/yr
EMPLOYMENT TYPE
Full-time, remote
DATE POSTED
December 18, 2025
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