Staff Machine Learning and Modeling Researcher
San Diego, California, United States of America
USD 179K-268K Senior-level Full Time
Tasks
- Apply reinforcement learning techniques
- Balance performance with privacy and security
- Collaborate with implementers for proof of concept systems
- Conduct machine learning research
- Design and test graph neural network models
- Design federated learning methods
- Design model compression and quantization approaches
- Design training methods
- Develop Bayesian deep learning methods
- Develop new machine learning models
- Implement auto machine learning methods
- Optimize model efficiency on device and in cloud
- Perform architecture search
- Publish research findings
Perks/Benefits
Skills/Tech-stack
Architecture Search | Auto Machine Learning | Bayesian deep learning | Convolutional Neural Networks | Deep learning | Equivariant Convolutional Neural Networks | Federated Learning | Generative Models | Graph Compiler | Graph Neural Networks | Kernel scheduling | Machine Learning | Model Compression | Neural Architecture | Neural Architecture Search | Neural Networks | Privacy & Security | Quantization | Reinforcement Learning | Unsupervised Learning
Education
Regions
Countries
States
Cities
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