Staff Applied Scientist - Machine Learning
Tasks
- Collaborate with product and engineering teams
- Design develop test deploy and maintain machine learning systems
- Ensure robustness scalability and interpretability
- Evaluate and improve model performance
- Lead applied research projects
- Lead technical and project delivery for a specialist team
- Monitor progress and mitigate risks and bottlenecks
- Optimize auction and decisioning logic
- Prototype new modeling approaches
- Set standards for technical excellence
- Translate business needs into ML solutions
Perks/Benefits
- 401k matching
- Catered lunch
- Equity
- Health insurance
- Paid time off
- Technology allowance
- Transit allowance
- Wellness allowance
Skills/Tech-stack
Bayesian Methods | Contextual Bandits | Deep learning | Distributed Training | Embeddings | Experimentation | GPU Optimization | Graph Neural Networks | Inference Optimization | Interpretability | JIT Compilation | Knowledge Distillation | Machine Learning | Mixed Precision | Model Deployment | Model Evaluation | Neural Networks | Policy Optimization | Probabilistic Modeling | Quantization | Reinforcement Learning | Representation Learning | Scalability | Transformer Models | Transformers
Education
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