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Senior Machine Learning Scientist
Tahoebio-ai
South San Francisco, USA
Full-time
Senior
Onsite
USD 200000-275000 yearly / year
Discovered 1 months ago
PyTorchJAXTensorFlowNumPySciPyPandas
Key Skills for This Role
PyTorchJAXTensorFlowNumPySciPyPandas
Full Job Posting
- PhD or equivalent practical experience in a technical field.
- A proven track record of developing and applying deep learning methods, including experience with modern architectures such as transformers, state-space models, graph neural networks or diffusion-based generative models.
- Proficiency with modern ML frameworks (e.g., PyTorch, JAX, or TensorFlow) and core scientific computing libraries (e.g., NumPy, SciPy, Pandas).
- A genuine enthusiasm for applying cutting-edge ML research to real-world biological problems and a bias towards action.
- Prior experience with ML applied to problems in biology or chemistry.
- Familiarity with multimodal modeling, contrastive learning or self-supervised learning.
- Experience with large scale distributed ML techniques (e.g., FSDP, TP, dMoE, flash attention)
- Develop and apply machine learning techniques towards building multimodal foundation models that bridge the chemical and biological domains, i.e.: integrate models of chemical structure, target protein sequence and whole transcriptome scRNAseq.
- Stay at the forefront of ML and computational biology research and rapidly adopt state-of-the-art techniques to our problems and datasets.
- Collaborate with our team of biologists and engineers in cross-functional pods to test novel ML-driven hypotheses.
- Unlimited Paid Time Off (PTO).
- Monthly Lunch budget.
- One-time Office set up budget.
- US Employees: HMO Kaiser Platinum and PPO Anthem Gold medical as well as vision and dental plans for both the employee and dependents.
About Tahoebio-ai
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