Principal Machine Learning Research Scientist
Jerusalem, Jerusalem, IL, 9777613
ILS 362K-504K (estimate) Senior-level Full Time
Tasks
- Advance applied machine learning research
- Apply uncertainty quantification techniques
- Build digital twins methods
- Contribute to publications and conference presentations
- Design sequential decision making algorithms
- Develop multimodal representation learning methods
- Establish reproducible computational experiments
- Integrate heterogeneous evidence
- Investigate large language model reasoning and planning
- Lead academic research collaborations
- Model complex biological systems
- Model complex clinical systems
- Reproduce scientific advances
- Research causal machine learning approaches
- Support adoption with engineering teams
- Translate research into reference implementations
- Validate scientific methods
Perks/Benefits
- N/A
Skills/Tech-stack
Ablation Studies | Artificial Intelligence | Causal Machine Learning | Decision Making | Digital Twins | Heterogeneous data | JAX | Language Models | Large Language Models | Machine Learning | Multimodal Learning | Probabilistic Modeling | PyTorch | Python | Reproducible Research | Scientific Benchmarking | Scientific Communication | Sequential decision making | TensorFlow | Uncertainty Quantification
Education
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