Postdoctoral Research Associate - Data Science for Advanced Manufacturing
Oak Ridge, TN, US, 37830
USD 111K-153K (estimate) Mid-level Full Time
Tasks
- Build machine learning and statistical models for multimodal manufacturing data
- Collaborate with multidisciplinary teams for sensing and analytics
- Deploy models for real time and edge decision support
- Develop AI models for anomaly detection and predictive modeling
- Develop imaging and sensing modalities for manufacturing data collection
- Develop modular data processing workflows
- Optimize manufacturing processes using machine learning
- Publish research and present results
Perks/Benefits
- 401k retirement plan
- Cafeteria facilities
- Contributory pension plan
- Dental plan
- Disability benefits
- Employee assistance plan
- Flexible spending accounts
- Flexible work hours
- Generous vacation and holidays
- Health savings accounts
- Legal Insurance with Identity Theft Protection
- Life insurance
- Medical plan
- On-site fitness
- Parental leave
- Prescription Drug plan
- Vision plan
- Wellness programs
Skills/Tech-stack
Anomaly Detection | Computer Vision | Data Pipelines | Data Processing | Deep learning | Digital Twins | Edge AI | Machine Learning | NumPy | Pandas | Predictive Modeling | Process optimization | PyTorch | Python | SciPy | Scikit-learn | Statistical modeling | Streaming Data | TensorFlow | Time Series
Education
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