Principal Engineer, AI and Machine Learning Software
St. Paul, MN, US, 55128
USD 140K-234K (estimate) Senior-level Full Time
Tasks
- Analyze medical images biosignals and time series data
- Build scalable AI/ML pipelines
- Collect preprocess and analyze biomedical datasets
- Conduct regulatory testing and validation
- Conduct technical reviews and architectural decisions
- Define AI ML technology strategy and product roadmaps
- Design production machine learning systems
- Develop and deploy machine learning algorithms
- Develop deep learning models for biomedical analysis
- Ensure reproducibility reliability and maintainability
- Evaluate emerging AI technologies
- Integrate AI/ML models into software frameworks
- Lead AI platform architecture
- Optimize model performance accuracy and efficiency
- Prepare design specifications and testing protocols
- Provide technical leadership and mentorship
- Support deployed models based on feedback
- Validate model robustness and interpretability
Perks/Benefits
- 401k employer match
- Dental insurance
- Health spending accounts
- Hybrid work schedule
- Medical insurance
- Paid time off
- Talent development program
- Tuition reimbursement
- Vision insurance
Skills/Tech-stack
AWS | Agile | Azure | CI/CD | Deep learning | Digital Signal | Digital Signal Processing | Docker | Domain analysis | Experiment tracking | Explainable AI | FDA Compliance | Feature extraction | Frequency domain | Frequency-domain analysis | Git | ISO 13485 | Integration Testing | Kubernetes | LLMs | Language Models | Large Language Models | Linux | MATLAB | MLOps | Machine Learning | Model Interpretability | Model Monitoring | Model versioning | ONNX | Object-Oriented | Object-oriented design | PyTorch | Python | RAG | Retrieval-Augmented Generation | Series analysis | Signal Processing | Signal conditioning | TensorFlow | TensorRT | Time Series | Time Series Analysis | Unit Testing | Wavelet analysis | XAI
Education
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer | Principal | Principal Engineer
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