Computer Vision Engineer
Applied Medical · Rancho Santa Margarita, CA · 1 wk ago
Engineering$80k–$140k/yrFull-time
Key Responsibilities
- Design, develop, and implement computer vision algorithms for object detection, segmentation, tracking, and feature extraction in image and video analysis
- Collaborate with cross-functional teams to deploy and embed computer vision capabilities into products, including the Simsei simulation program
- Optimize the accuracy, efficiency, and scalability of existing computer vision systems for real-world applications
- Research emerging computer vision technologies and methodologies, applying insights to improve model performance
- Test, validate, and deploy models, maintaining robustness and reliability in production environments
- Monitor and troubleshoot deployed systems, resolving performance issues and implementing enhancements over time
Position Requirements
- Bachelor's degree in computer science, computer engineering, electrical engineering, or a related engineering field with an emphasis on computer vision, or relevant experience
- Minimum of three years of relevant work experience, or equivalent education and experience demonstrating the skills below
- Strong analytical skills and a solid foundation in mathematics
- Deep understanding of and hands-on experience with image processing, computer vision, machine learning, and deep learning algorithms
- Strong development skills in C++ or Python
- Experience applying traditional computer vision and deep learning algorithms to problems such as object detection, segmentation, tracking, and feature extraction
- Experience with data science and computer vision libraries, including NumPy, Pandas, SciPy, Matplotlib, Scikit-learn, and OpenCV
- Experience with deep learning frameworks such as PyTorch, TensorFlow, or Keras
Preferred
- Experience with medical image analysis or medical applications
- Experience with image streaming and real-time image analysis
- Experience with computer graphics and visualization
- Experience with database servers such as MySQL or SQL Server
- Experience with cloud services such as Amazon Web Services (AWS), Azure, or Google Cloud Platform (GCP)
Benefits
Competitive compensation range: $80000 - $140000 / year (California).
Comprehensive benefits package.
Training and mentorship opportunities.
On-campus wellness activities.
Education reimbursement program.
401(k) program with discretionary employer match.
Generous vacation accrual and paid holiday schedule.