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Calico Life Sciences is Hiring a Machine Learning Engineer Near South San Francisco, CA
Position DescriptionCalico is seeking a machine learning engineer to develop innovative machine learning algorithms to model and design proteins. This person will work with a team of dedicated experimental biologists to design experiments to test, and iteratively refine machine learning predictions.
The ideal candidate should be familiar with state-of-the-art machine learning techniques, including language/sequence modeling, representation learning, generative models, and self-supervised learning techniques. Candidates should have experience implementing, extending, and debugging state of the art machine learning models, and have expertise in designing and building robust data infrastructure and tools. Candidates should be independent, self-motivated and be expected to explore relevant ML literature and apply novel approaches to various protein design problems at Calico. Candidates must demonstrate a strong ability to communicate ideas and results through publications and presentations and be able to work cross-functionally to execute on complex projects.
Position Requirements
- Ph.D. in Computer Science, Computational Biology, or related technical field; OR M.S. in Computer Science, Computational Biology, or related technical field, plus 2 years industry experience
- Experience in applying deep learning to model biological sequences and structures
- Expert in TensorFlow, PyTorch, and/or JAX
- Strong software engineering skills and substantial expertise in Python
- Track record of outstanding communication and collaboration in a cross-functional environment
- Strong analytical and quantitative skills
- Domain expertise in computational biology, biochemistry or structural biology
- Familiarity with state-of-the-art structure modeling tools such as AlphaFold
- Public recognition in the field, e.g. via scientific publications or success in machine learning competitions
- Prior experience working with biologists
- Prior experience working as a ML Engineer/Scientist
Job Summary
Full Time
$141k-174k (estimate)
06/24/2024
07/14/2024
The job skills required for Machine Learning Engineer include Computer Science, Python, Software Engineering, Collaboration, etc. Having related job skills and expertise will give you an advantage when applying to be a Machine Learning Engineer. That makes you unique and can impact how much salary you can get paid. Below are job openings related to skills required by Machine Learning Engineer. Select any job title you are interested in and start to search job requirements.
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