Machine Learning Engineer III
Michigan Tech Research Institute (Ann Arbor, MI)
USD 119K-210K (estimate) Senior-level Full Time
Tasks
- Advance machine learning capabilities through modeling experimentation and demonstration
- Architect machine learning pipelines for data ingestion training validation and deployment
- Define experimental design validation strategies and performance metrics
- Develop and evaluate prototype machine learning systems with integration
- Lead design development and evaluation of machine learning models for structured unstructured and sensor derived data
- Lead development and evaluation of machine learning algorithms models and prototype systems
- Lead technical execution of machine learning efforts within research programs
- Mentor junior engineers and support technical staff
- Present technical results to sponsors and contribute to reports publications and briefings
- Support proposal development and technical direction
- Translate sponsor needs into machine learning approaches
Perks/Benefits
- N/A
Skills/Tech-stack
Data Ingestion | Data Security | Deep learning | Experimental Design | Geospatial Data | HPC | MLOps | Machine Learning | Model Deployment | Model Training | Model Validation | Multimodal Data | PyTorch | Python | Sensor data | TensorFlow
Education
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