Image Analysis Data Scientist - Ann Arbor, MI
Tasks
- Collaborate with multidisciplinary teams to generate biological insight
- Define refine and measure image processing requirements
- Design train and validate machine learning and deep learning models
- Develop image analysis and computer vision algorithms
- Integrate algorithms and AI models into production software
- Lead design and development of image analysis algorithms and AI models
- Mentor junior team members in image analysis and machine learning
- Support application specialists and research teams on model behavior
- Write maintainable code for image processing and model training
Perks/Benefits
- 401 k retirement plan
- Accidental death and dismemberment
- Basic life insurance
- Dental insurance
- EAP
- FSA
- Flexible work schedules
- HSA
- Health insurance
- Legal services
- Paid vacation
- Sick time
- Transportation commuter account
- Vision insurance
Skills/Tech-stack
Autoencoders | C++ | CellProfiler | Code review | Computer Vision | Convolutional Neural Networks | Data Validation | Deep learning | Documentation | Gradient boosting | Image Processing | Image Segmentation | Image classification | ImageJ | MATLAB | Machine Learning | Neural Networks | NumPy | Object Detection | Object Tracking | OpenCV | Pandas | PyTorch | Python | Quality Assessment | Random Forest | SciPy | Scikit-image | Scikit-learn | Support Vector Machines | TensorFlow | Testing | Vector machines | Version control | Vision Transformers
Education
Bachelor of Engineering | Bachelor of Science | Master of Engineering | Master of Science | PhD
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