Engineer I - Software Algorithm
2050 AUBURN RD, AUBURN HILLS, MI 48326, USA, United States
USD 80K-110K (estimate) Mid-level Full Time
Tasks
- Analyze large datasets and improve model performance
- Collaborate with multidisciplinary teams to integrate algorithms
- Design machine learning experiments and validate results
- Develop and optimize deep learning models for ADAS
- Develop conventional image processing algorithms for automotive systems
- Document experiments and present findings
- Optimize models for real time execution on embedded devices
- Perform defect analysis and root cause analysis
Perks/Benefits
- N/A
Skills/Tech-stack
ASPICE | C# | C++ | CMMI | CNN | Cause analysis | Computer Vision | Computer Vision Algorithms | Configuration Management | Data Preparation | Debugging | Deep learning | Distortion Correction | Distributed Training | Embedded Systems | Homography | Image Processing | Image Segmentation | Image augmentation | Image enhancement | Image normalization | Image restoration | Keras | Lens distortion | Lens distortion correction | Machine Learning | Neural Networks | Object Detection | Projective Transformations | Pruning | PyTorch | Python | Quantization | RNN | Root Cause Analysis | Root cause | Signal Processing | TensorFlow | Tracking | Transformers | Video Processing | Vision algorithms
Education
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