Senior Data Analyst
7 days ago
We are seeking a senior data scientist to join our team at the Wellcome Sanger Institute. As a senior data scientist, you will be responsible for designing and developing machine learning models to analyze and interpret large-scale single-cell data.
Your role will involve working with open-source software, proposing, developing, and maintaining new solutions to analyze and interpret large-scale single-cell datasets. You will also work with Ph.D. students and postdocs in collaborating teams on developing solutions for interdisciplinary scientific problems in biology.
The successful candidate will have a strong publication record, with first-author position ideal, and experience in natural language processing and training models based on transformer architectures, such as BERT and GPT.
About the Role
- Design and develop machine learning models to analyze and interpret large-scale single-cell data.
- Work with open-source software to propose, develop, and maintain new solutions to analyze and interpret large-scale single-cell datasets.
- Collaborate with Ph.D. students and postdocs in developing solutions for interdisciplinary scientific problems in biology.
- Develop and maintain open-source software packages with documentation that facilitates the usage of your solution for downstream users.
Essential Skills
- Ph.D. or M.Sc. with equivalent research experience in a relevant quantitative discipline.
- Previous ML work experience in a scientific/academic environment.
- Strong knowledge of Python, including core data science libraries such as Scikit-Learn, SciPy, TensorFlow, and PyTorch.
- Experience in designing, training, and deploying ML models.
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