9 дней назад
Data Scientist (Machine Learning)
121 600 - 194 500$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Data Scientist (Machine Learning): Building machine learning models and data-driven systems for sequence-function modeling, RNA and LNP design, and mRNA therapeutics research with an accent on experimental design, Bayesian optimization, and noisy biological assay analysis. Focus on designing molecular and sequence libraries, developing ML-powered systems, and collaborating with experimental scientists to accelerate scientific discovery.
Location: Cambridge, Massachusetts, United States; 70% in-office and 30% flexible work model
Salary: $121,600–$194,500 per year, with potential eligibility for bonus, incentive compensation, or equity awards.
Company
develops mRNA technology platforms, therapeutics, and vaccines.
What you will do
- Execute research projects using internal and external assay data for biological sciences, RNA sciences, chemistry, delivery sciences, and bioinformatics.
- Build algorithms and machine learning models for sequence-function modeling, RNA design, and LNP design.
- Design and analyze molecular and sequence libraries using experimental design, Bayesian optimization, and active learning.
- Develop, deploy, and maintain ML-powered systems using internal assay data and agentic software development tools.
- Apply software engineering practices including automated testing, code review, documentation, and reproducible workflows.
- Collaborate with data scientists, data engineers, laboratory scientists, software developers, and engineers, and communicate findings internally and externally.
Requirements
- Ph.D. in Computer Science, Biological Engineering, Computational Biology, Biostatistics, Applied Mathematics, or a related discipline with 0–2 years of professional experience, or a Master’s degree with 4+ years of relevant experience.
- Understanding of biotech research and engineering processes, including molecular biology, discovery chemistry, or microscopy.
- Experience building sequence-function or QSAR models and applying them to molecular prioritization.
- Experience partnering with experimental scientists to design, prioritize, and analyze molecular or sequence libraries.
- Strong knowledge of statistics, including experimental design, regression and classification, uncertainty quantification, hypothesis testing, and analysis of noisy biological assay data.
- Ability to work in the stated Cambridge, Massachusetts hybrid environment.
Nice to have
- 2+ years of experience delivering data science projects.
- Fluency in Python and the scientific Python ecosystem, including Jupyter, Pandas, scikit-learn, and PyTorch.
- Experience with neural vision models, neural language models, diffusion models, or graph neural networks.
- Experience integrating external data sources and conducting interdisciplinary research collaborations.
- Familiarity with AWS, Docker, Git, documentation practices, and scientific publication or method development.
Culture & Benefits
- Healthcare and voluntary benefit programs.
- Fitness, mindfulness, and mental health resources.
- Family planning support, including fertility, adoption, and surrogacy benefits.
- Paid vacation, volunteer days, sabbatical, global recharge days, and year-end shutdown.
- Savings and investment programs, plus location-specific benefits.
- In-person collaboration, teamwork, and direct mentorship through the 70/30 working model.
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