Job Description
We're looking for an incredible Senior Computer Vision Data Scientist to create computer vision models that will power our massive fleet of robot inventory scanners. Our autonomous robots take millions of pictures every day and your computer vision solutions will help identify when products are out of stock, where items are located, if prices are correct, and so much more. Check out this press release to get a better idea about the technology you will directly be working on.
What You'll Do
- Involve in extensive research and problem solving that spans a number of areas including computer vision, machine learning, image processing and distributed computing
- Research and development of computer vision and machine learning algorithms for object detection, recognition, segmentation, and tracking
- Actively attend premier conferences and events in the community
- Design, implement and deliver computer vision software systems to facilitate retail business
- Build scalable solutions to some of the challenging recognition problems in computer vision and continuously improve performance of existing algorithms
- Drive the design and development of computer vision algorithm and software application simplemented on cloud or edge infrastructures
- Maintain substantial knowledge of state-of-the-art principles and theories related to computer vision
- Serve as technical lead in vision area and work closely with other data scientists, software engineers, product managers and operations to create high quality and highly performing solutions
You'll Sweep Us Off Our Feet If You Have
- Proficiency in computer vision and deep learning algorithms such as object detection, image classification, image segmentation, and video analysis
- Strong understanding of probability and statistical models (generative and descriptive models)
- Ability to run experiments scientifically and analyze results
- Ability to effectively communicate technical concepts and results to business audiences in a comprehensive manner
- Ability to collaborate effectively across multiple teams and stakeholders, including analytics teams, development teams, product management and operations
- Proficiency in coding (Python)
- 5 years' experience in building Computer vision/Machine Learning based models in a professional environment
- Master degree with 3-year industrial experience or PhD degree with 1-year industrial experience