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Computer Vision Engineer

Company: Vimaan
Location: Santa Clara
Posted on: July 31, 2022

Job Description:

The CompanyVimaan Robotics is a privately held technology company, founded in 2017 and headquartered in Silicon Valley. Vimaan is driving a paradigm shift in the way computer vision is enabled and leveraged for inventory management in the supply chain and logistics industry. Vimaan's proprietary suite of sensors, cameras, computer vision platform and software backend provide an end-to-end solution for comprehensive and real-time tracking of inventory within the warehouse. Vimaan has raised $25M in venture capital from blue chip Silicon Valley investors and has engagements with multiple Fortune 500 customers. The company has over 70 employees in various locations in the US and one location in Bengaluru, India.Position DescriptionVimaan is looking to onboard multiple Computer Vision Engineers at its headquarters in Santa Clara to drive the development of computer vision and machine learning algorithms to power our cutting-edge wall-to-wall warehouse inventory tracking and verification platform. This is a unique opportunity to exploit a treasure cove of unseen real-world data coming from a multi-camera perception system and develop large scale computer vision and deep learning models to build a product that creates a disproportionate value for warehouse industry. The role involves hands on CV/ML software development and deployment - from understanding the product requirements, defining Computer Vision functional specs to designing, developing, and deploying CV/ML models in production at scale. The nature of certain projects require US citizenship so that will be a preference. QualificationsThe ideal candidate has the following attributes

  • MS in computer vision, machine learning, AI, applied mathematics, data science, or related technical fields or BS with 3+ years experience in Computer Vision/Machine Learning -
  • Hands on experience in developing new learning algorithms for one or more of computer vision tasks such as object detection, object tracking, instance segmentation, activity detection, depth estimation, optical flow, multi-view geometry, domain adaptation, adversarial and generative models etc., and representational learning with a varied amount of data - from a few samples to a very large dataset. -
  • Knowledge of current DL literature and the mathematical foundations of machine learning -
  • Ability to train and debug deep learning systems - from defining datasets and evaluation metrics, model training, deployment, failure characterization, and iterative improvement -
  • Strong programming skills and development experience with python and ML/DL frameworks such as Tensorflow, Pytorch etc.
  • Deep insights into data characteristics and ability to map those to appropriate model architectures
  • Experience working with inputs coming from multiple cameras and input modes is a plus.
  • Experience in AI Infrastructure, Machine Learning Accelerators, On-Device Optimization is a plus
  • Highly motivated and passionate individual with a very strong work ethic, ability to work in a team and work independently under supervision and guidance in a matrix management environment
  • Ability to work in a fast paced, high pressure startup environment and adapt to rapidly -changing requirements.

Keywords: Vimaan, Santa Clara , Computer Vision Engineer, Engineering , Santa Clara, California

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