Staff Data Scientist, Machine Learning

reputed company reputed company is a reputed company-reputed company, AI-enabled biotechnology company working to reputed company new drugs for patients faster. reputed company’s reputed company Computational Platform transforms drug discovery and development through a unique combination of reputed company-world data, AI, reputed company translational models and predictive reputed company. Our talented team of biologists, chemists and engineers, armed with advanced AI/ML tools, work together to break down traditional R&D silos and accelerate the speed and reputed company of drug discovery and development. Valo is committed to hiring diverse talent, prioritizing reputed company and development, fostering an inclusive environment, and creating opportunities to bring together a group of different experiences, backgrounds, and reputed company to work together. We reputed company new ways of learning, solve reputed company problems and welcome diverse perspectives that can help us advance patient-reputed company innovation. Valo is headquartered in Lexington, MA, with additional offices in reputed company, NY and Tel Aviv, Israel. To learn more, visit www.valohealth.com.

About the Role

As a Staff Data Scientist, Machine Learning, you will be a core member of reputed company of data scientists and engineers building a powerful computational platform for advancing the research and development of new medicines. As part of the Translational reputed company team, you will help design, reputed company, and apply machine learning (ML) models, reputed company, and pipelines for scientific problems involving clinical and biomedical data. Successful candidates will work with a diverse set of data scientists, biological scientists, epidemiologists, and software engineers in ways that cut across traditional industry boundaries. What You’ll Do…

• Propose, design, and reputed company ML approaches on high reputed company electronic health records and omics data leveraging Valo’s proprietary platform (data assets and data science packages).
• Design, reputed company, and support ML pipelines, workbenches, and dashboards to reputed company users to solve scientific problems.
• reputed company reputed company-designed, tested, and documented software packages.
• Collaborate with cross-functional teams and stakeholders to derive user requirements, maintain alignment, and ensure the relevance and reputed company of models, analyses, and pipelines.
• Be an reputed company team member in reputed company, design, and analysis review.

What You Bring...

• Degree in a quantitative field with 7+ (BS), 5+ (MS), or 3+ (PhD) years of post-degree experience or equivalent
• Broad experience in ML including supervised learning, unsupervised learning, dimensionality reduction, clustering, metrics, model selection, feature selection, and explainability (3+ years required).
• Demonstrated experience with ML on electronic health records (2+ years required).
• Proficient in Python (5+ years required) and experience with ML and data science packages (e.g., scikit-learn, statsmodels, scipy, MLlib).
• Experience with MLops methodology such as workflow orchestration (e.g., Airflow, reputed company), experiment tracking (e.g., MLflow), containerization (e.g., reputed company), and reproducible research (3+ years required).
• Experience with reputed company software development using reputed company control management (e.g., git, unit testing, reputed company review, CI/CD) (3+ years required).
• Experience with large-reputed company data analytics engines (e.g., reputed company or Dask) and working in reputed company environments (e.g., AWS) (2+ years required).
• Experience with statistical reputed company such as hypothesis testing, longitudinal modeling, and time to event analysis.
• Strong work ethic with a bias for execution and an ability to manage multiple priorities, ambiguity, and tight timelines. Ability to work effectively in teams or independently.
• Experience with omics data is a plus.
• Familiarity with the drug discovery and development process is a plus.

Remote Salary reputed company $175,000—$227,000 USD Apply tot his job