OneStudyTeam is looking to build cutting-edge AI products that directly impact how new therapies reach patients by speeding up clinical trials and increasing the chance of new therapies being approved.
Requirements
- Proficiency in Python and its ML ecosystem (pandas, scikit-learn, TensorFlow/PyTorch), with clean and efficient coding practices.
- Comfortable working with large datasets, writing complex SQL queries, and leveraging modern data processing frameworks.
- Experience with modern cloud infrastructure (AWS or similar) and containerization tools like Docker.
- Familiarity with MLOps best practices such as CI/CD pipelines, automated testing, and monitoring model performance/data drift to ensure reliable, scalable deployments.
- Strong understanding of machine learning fundamentals (model selection, training, evaluation, feature engineering) and statistical modeling.
- Familiarity with NLP and large language models is important.
- Ability to break down complex problems and devise effective, efficient ML solutions.
Responsibilities
- Build and deploy AI-driven products that accelerate clinical trials and improve patient outcomes.
- Develop advanced ML models and LLM-powered agents for critical use cases like patient recruitment, enrollment forecasting, and study feasibility.
- Leverage modern cloud tools and MLOps best practices to build robust data pipelines and deploy models at scale.
- Collaborate across teams of data scientists, product managers, designers, engineers, and domain experts to integrate AI capabilities into our platform (including Care Access products).
- Continuously learn and innovate.
- Stay up-to-date with the latest developments in ML/AI (LLMs, NLP, probabilistic modeling, etc.) and proactively bring new ideas to the team.
- Experiment with cutting-edge techniques and turn promising prototypes into production features that drive our mission forward.
Other
- 5+ years of hands-on experience building and deploying machine learning solutions in production at scale.
- Experience with functional programming (e.g. Clojure) is a plus but not required.
- Mission-driven and business-focused mindset: A passion for our mission to speed up clinical trials and improve patient outcomes.
- Empathy for patients, clinicians, and researchers drives you to build unbiased AI solutions.
- OneStudyTeam is unable to sponsor work visas at this time.
