Senior Staff AI/ML Algorithm Engineer
USA CA - Irvine Laguna Canyon, United States
USD 146K-233K Senior-level Full Time
Tasks
- Build end to end algorithm development pipelines
- Develop algorithms using multimodal healthcare data
- Develop and optimize post market performance monitoring
- Lead design develop validate deploy AI ML algorithms for continuous physiological monitoring
- Mentor engineers and data scientists
- Optimize algorithms for cloud and edge deployment
- Partner with clinical medical affairs regulatory quality product teams
- Perform verification validation documentation risk analysis
- Support model evaluation calibration robustness generalizability
Perks/Benefits
- N/A
Skills/Tech-stack
AUROC | AWS | Artificial Intelligence | Automated testing | Azure | Bayesian Methods | Calibration | Capnography | Cloud platform | Cybersecurity | Data Governance | Deep learning | Deployment Monitoring | Edge Computing | Embedded Systems | Feature Engineering | Google Cloud | Google Cloud Platform | Lifecycle Management | MLOps | Machine Learning | Model Evaluation | Model Lifecycle | Model Lifecycle Management | Multimodal AI | PPG | Post-deployment | Post-deployment monitoring | Probabilistic Inference | PyTorch | Python | Scikit-learn | Series modeling | Signal Processing | Statistical modeling | TensorFlow | Time Series | Time Series Modeling | Transformer | Version control
Education
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