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Tech Stack
Tools & technologiesPythonPyTorch
About the role
Key responsibilities & impact- Develop and evaluate scalable deep learning algorithms that are central to our brain decoding initiatives.
- Collaborate closely with data scientists to pioneer research in generative modeling and representation learning.
- Identify bottlenecks in data processing pipelines and devise effective solutions, improving performance and reliability.
- Maintain high standards of code quality, organization, and automatization across all projects.
- Adapt machine learning and neural network algorithms to optimize performance in various computing environments, including distributed clusters and GPUs.
- Write and revise papers, communicate and disseminate results.
Requirements
What you’ll need- Degree and currently involved in a PhD program in Computer Science, Statistics, Informatics, Physics, Math, Neuroscience or another quantitative field.
- 1+ years of experience of working in industry or research.
- Programming skills in Python, with experience in developing machine learning algorithms or infrastructure using Python and PyTorch.
- Experience in deep learning techniques such as supervised, semi-supervised, self-supervised learning, and/or generative modeling.
- Scientific background and ability to formulate and test novel hypotheses with proper experiments, draw conclusions and support claims.
- Managing unstructured datasets with strong analytical skills.
- Project management and organizational skills.
- Proven ability to support and collaborate with cross-functional teams in a dynamic environment.
Benefits
Comp & perks- Work remotely from anywhere in the world
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
deep learning algorithmsgenerative modelingrepresentation learningmachine learning algorithmsPythonPyTorchsupervised learningsemi-supervised learningself-supervised learningdata processing
Soft Skills
analytical skillsproject managementorganizational skillscollaborationcommunication
Certifications
PhD program