Computer Vision Engineer Sr I
About The Position
Arthrex, Inc. is a global medical device company and a leader in new product development and medical education in orthopedics. Arthrex is actively searching for a Computer Vision Engineer Sr to develop and implement AI and computer vision based software solutions for orthopedic surgery applications. The successful candidate will collaborate with product and engineering teams and apply innovative techniques to improve perception systems. The position is based in Naples, FL. Join our talented team at a global medical device company focused on Helping Surgeons Treat Their Patients Better™. Main Objective: Lead research and implementation of Computer Vision development for orthopedic solutions. Collaborate with product and engineering teams and apply innovative techniques to improve perception systems.
Requirements
- Bachelor's degree in Engineering (Software Engineering, Electrical, Mechanical or Biomedical) or Computer Science is required
- 5 + years of software development with Python, C++ or MATLAB is required
- 5 + years of relevant experience with machine learning algorithms and tools (e.g., TensorFlow), artificial intelligence, deep learning, and computer vision technologies is required
- Experience with computer vision libraries (e.g., OpenCV, PCL)
- Understanding and Inclination for Core Computer Vision
- Strong Basic with First Principles in Computer Vision
- Camera Models, Multiview Geometry, Visual Odometry
- Basic Knowledge in Computer Graphics, shaders, 3D Geometry, Projection
- Basic knowledge in robotics
- Knowledge of CG libraries
Nice To Haves
- Post graduate degree (Master's or PhD) in Engineering, Computer Science or related field is preferred
- Parallel Computing
- Working knowledge of deep learning frameworks (e.g., TensorFlow, PyTorch) preferred
- Strong problem-solving and analytical skills
- Ability to proactively communicate ideas, results, recommendations, and status effectively in oral and written forms
- Ability to work in a fast-paced and dynamic environment
- Understanding of professional software development best practices, including coding standards, source control management, CI/CD, and testing strongly preferred
- Medical device experience with image and/or video processing preferred
Responsibilities
- Explore and implement robust computer vision algorithms for different camera models, Multiview geometry and visual Odometry, SLAM
- Augmented Reality: Registering and blending 3D assets to camera stream
- Explore sensor fusion and navigation
- Analyzes and communicates model performance, tradeoffs, and risks, always championing product quality and safety
- Partners with product and engineering leaders to guide technologies, strategies, and standards to advance the company’s mission to help surgeons treat their patients better
- Collaborate with cross functional teams, including hardware engineers and software developers
- Stays up to date on the latest research in computer vision and robotics, and apply innovative techniques to improve perception systems
- Exercises considerable latitude in determining objectives and approaches to assignment
- May supervise the activities of lower-level personnel and lead multiple projects
Benefits
- Medical, Dental and Vision Insurance
- Company-Provided Life Insurance
- Voluntary Life Insurance
- Flexible Spending Account (FSA)
- Supplemental Insurance Plans (Accident, Cancer, Hospital, Critical Illness)
- Matching 401(k) Retirement Plan
- Annual Bonus
- Wellness Incentive Program
- Free Onsite Medical Clinics
- Free Onsite Lunch
- Tuition Reimbursement Program
- Trip of a Lifetime
- Paid Parental Leave
- Paid Time Off
- Volunteer PTO
- Employee Assistance Provider (EAP)
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What This Job Offers
Job Type
Full-time
Career Level
Senior
