2 дня назад
Senior Machine Learning Scientist, AI for Biology & Translation (AIBT)
147 800 - 274 400$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Scientist, AI for Biology & Translation (AIBT) (Machine Learning/AI): Developing and applying foundation models, large language models, multimodal models, and generative AI for biomedical discovery with an accent on biological data integration, model evaluation, and translational research. Focus on building scalable machine learning workflows, adapting and deploying large-scale AI models, and translating computational advances into scientific capabilities for drug discovery.
Location: South San Francisco, California, United States of America. Relocation benefits are not available.
Salary: $147,800–$274,400 per year, with a discretionary annual bonus potentially available.
Company
, a member of the Roche Group, is a biotechnology company focused on discovering and developing medicines for serious and life-threatening diseases.
What you will do
- Develop and apply advanced machine learning methods to biology and translational research problems.
- Develop, adapt, evaluate, and deploy foundation models, large language models, multimodal models, and generative AI approaches for biomedical applications.
- Design scalable workflows integrating biological, molecular, imaging, and clinical datasets.
- Lead model optimization, benchmarking, validation, interpretation, and reproducibility efforts.
- Collaborate with computational scientists, software engineers, biologists, clinicians, and therapeutic-area researchers.
- Identify opportunities to apply emerging AI technologies to biomedical discovery and drug development.
Requirements
- Ph.D. in Machine Learning, Computer Science, Artificial Intelligence, Computational Biology, Statistics, or a related quantitative discipline, with significant postdoctoral or industry experience.
- Expertise in deep learning, foundation models, generative AI, large language models, multimodal learning, or related areas.
- Experience leading technically complex machine learning projects from research through deployment or scientific application.
- Strong programming skills in Python and experience with modern machine learning frameworks such as PyTorch, JAX, TensorFlow, and Hugging Face.
- Experience building reproducible, scalable machine learning pipelines, software, production-quality AI systems, or machine learning infrastructure.
- Strong communication and cross-disciplinary collaboration skills, with an interest in biology, translational science, and drug discovery.
Nice to have
- Publications or significant technical contributions in machine learning, artificial intelligence, computational biology, or related disciplines.
- Experience with multimodal biomedical datasets, including genomics, transcriptomics, proteomics, imaging, pathology, or clinical data.
Culture & Benefits
- Full-time regular employment.
- Work within Research and Early Development and Roche's Computational Sciences Center of Excellence.
- Benefits are provided according to the applicable company benefits program.
- Annual bonus eligibility may depend on individual and company performance.
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