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Senior Computer Vision Engineer

Company: Grabango
Location: Berkeley
Posted on: March 26, 2020

Job Description:

Grabango Home Page: Who We Are:Grabango is the leading provider of checkout-free shopper technology for existing stores. Founded by Will Glaser (technology founder of Pandora Media), the Grabango team has developed the only enterprise class solution for large store chains in the market today. Grabango's system accommodates thousands of store locations, hundreds of thousands of SKUs and millions of square feet across a given retail enterprise.We're a growing group of kind, curious, self-directed people working towards a common goal. We delight in taking risks and testing hypotheses in a collaborative and supportive environment. Our ability to celebrate both our successes and failures as milestones of growth opens the door to tremendous breakthroughs.Computer vision and machine learning are at the core of our patent pending technology. Our accomplished team is a powerful combination of technology and commerce professionals that are working to "Eliminate lines and save people time!"We're looking for you if...You understand and enjoy computer vision challenges.You have made mistakes, learned from them and avoided making them again.You are able to use your knowledge and experience to solve problems that may not be in your immediate field of expertise.You work well with a diverse team of high-quality people focused on customer delight. You can rapidly become familiar with and apply new tools and technologies.What you'll be doing:Collaborating across multiple research and engineering disciplines and assessing technology tradeoffs required to deliver optimized software solutionsAnalyzing, designing and developing software for embedded and cloud platforms focused on solving complex computer vision and sensing problemsWithin the first 3 months - Get up to speed on our various systems - Learn about our technology and how/why we use computer vision - Review our tools and code to help us continue moving at state-of-the-art speed - Collaborate on current projects while understanding our development processWithin the first 6 months - Contribute to, or lead, new projects, tools and frameworks to provide coherent data to our ML team - Help plan next steps and develop strategies to get thereWhat you should have:

  • 5+ years experience using some combination of Python, C++, and MATLAB/Octave
  • 5+ years working on CV-related projects
  • Experience with one or more Deep Learning frameworks like Tensorflow or PyTorch
  • Ability to turn research papers into implementations, separating the wheat from the chaff
  • Experience working with video data
  • Experience with object recognition, segmentation, tracking and action detection
  • Experience comparing benefits of neural networks and other hierarchical models
  • Understanding of computational trade offs needed for real-time CVEducation & Certifications:
    • A combination of formal education (PhD in a relevant field) and demonstrated application of Computer VisionGrabango Values:Integrity: Do the right thing, particularly when you don't have to.Bold Innovation: Think recklessly, but temper your actions with pragmatism.Execution Matters: Hire the best people, and treasure them.Don't Live with Broken: Have the courage to admit mistakes, and the urgency to correct them.Customer Focus: Delight customers, both internal and external.Simplify: Enough Said.Grabango is proud to be an equal opportunity employer and is committed to developing a workplace where diversity and inclusion are an essential part of who we are. We strive to hire and support a workforce as diverse as our shopper base, so we can develop products and services that best suit our customers. We do not make employment decisions based on race, color, religion, ethnic or national origin, nationality, sex, gender, gender-identity, sexual orientation, disability, age, military or veteran status and we comply with all local, state and federal employment laws. Grabango participates in the E-Verify Program, an internet-based system operated by the Department of Homeland Security and the Social Security Administration. It allows employers to confirm an individual's employment eligibility to work in the United States.

Keywords: Grabango, Berkeley , Senior Computer Vision Engineer, Engineering , Berkeley, California

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