Principal Engineer – Applied ML/AI Algorithms R&D for Advanced Patient Monitoring
USA CA - Irvine Laguna Canyon, United States
USD 129K-207K Senior-level Full Time
Tasks
- Build experimentation platforms and MLOps infrastructure
- Design reliable efficient deployable solutions for regulated environments
- Develop AI ML algorithms from exploration to production deployment
- Drive technical execution across modeling data and software systems
- Establish engineering best practices and reproducible workflows
- Mentor engineers and lead technical collaboration
- Partner with clinical regulatory systems and product teams to deploy to market
- Translate clinical and product requirements into AI ML solutions
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | Cloud Computing | Code review | Data Processing | Data Quality | Deep learning | Edge Computing | Experimentation | Language Models | Large Language Models | MLOps | Machine Learning | Model Deployment | Model Evaluation | PyTorch | Python | Reproducibility | TensorFlow | Testing | Version control
Education
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