Dexterity

Dexterity

Senior Computer Vision Engineer

Redwood City · Senior

Sponsorship not specified$160k-$200kDetected 531 days ago
PythonC++FlaskFull-Stack DevelopmentGitAWSGCPAzureCloud PlatformsMachine LearningTensorFlowPyTorchComputer VisionMLOpsRoboticsProblem Solving

About the role

  • Additionally, you will be responsible for updating and scaling our current ML pipelines to cover more scenarios and improve accuracy.
  • In addition, a solid grounding in writing optimized code in C++ and Python.
  • Our breakthrough technology frees people to do the creative, inspiring, problem-solving jobs that humans do best by enabling robots to handle repetitive and physically difficult work.

Responsibilities

  • Additionally, familiarity with cloud infrastructure to build training and serving pipelines is also a key aspect to this role.
  • While an understanding of open source solutions is a useful prerequisite, we also require that the candidate has experience building their own models and setting up training pipelines.
  • Dexterity is one of the fastest growing companies in robotics, backed by world-class investors such as Kleiner Perkins, Lightspeed Venture Partners, and Obvious Ventures.

Requirements

  • Experience with cloud infrastructure such as AWS, GCP, Azure etc. and experience using this infrastructure to create training and serving pipelines
  • Experience with RGBD datasets and point clouds is very important to the type of problems you will encounter in this role and experience in the areas of ML and CV for autonomous vehicles or robotics is very useful.
  • At Dexterity, our use cases require low latency inference that approaches real time and therefore you must be able to build highly performant models and serving architectures.

Skills

  • BS/MS in Computer Science, Machine Learning or a related discipline, or equivalent experience
  • 5 or more years of related work experience
  • Experience with OpenCV and Open3D
  • Strong knowledge of Modern C++ and Python
  • Experience using profilers and debuggers to optimize code
  • Experience building and maintaining production code
  • Experience with serving architectures like NVIDIA Triton, TorchServe and Tensorflow Serving, Flask and others
  • Strong academic background and knowledge of ML and academic papers
  • Ability to trace and solve problems across interconnected systems, pipelines and applications
  • Experience with Git and modern CI pipelines
  • Nice to haves:

Compensation

  • $160k-$200k

Benefits

  • In this role at Dexterity, you will be working on writing Computer Vision code and building Machine Learning models for computer vision.
  • The role will involve understanding our current systems and their limitations and bringing your expertise in Computer Vision and developing ML models.
  • Dexterity's full-stack robotics systems pick, move, pack, and collaborate with human-like skill, awareness, and learning capabilities.

Company info

  • Equal Opportunity Employer We are an equal opportunity employer and value diversity at our company.
  • We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
  • About Dexterity At Dexterity, we believe robots can positively transform the world.
  • Every decision, large and small, is driven by one question - how can we empower our customers with robots to do more than they thought was possible?

Equal opportunity

  • Employer We are an equal opportunity employer and value diversity at our company.

This listing is sourced directly from Dexterity's careers page and normalized into a canonical job model.