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Machine Learning Engineer
Confirmed live in the last 24 hours
Locations
Oakland, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Structures & Algorithms
JavaScript
HTML/CSS
Linux/Unix
NumPy
Pytorch
SQL
Tensorflow
Python
Requirements
  • Proficiency in Python and experience with tensor libraries (e.g. NumPy, PyTorch, TensorFlow)
  • Working knowledge of Linux, SQL, and web (e.g. HTML, Javascript, etc.)
  • A solid mathematical and statistical foundation with an understanding of how to apply ML concepts (e.g. training, optimizers, regression, classification, etc.)
  • Demonstrated strong problem-solving ability: analyzing real-world problems and formulating solutions, iterating and formulating, shipping, and making an impact on products for customers
  • Clear communication and collaboration across teams
Responsibilities
  • Understand and iterate on all aspects of the Brain (models, algorithms, tooling, etc.) to resolve production failures and deliver human-level autonomy
  • Take real-world challenges and engineer ML & robotics solutions by applying state-of-the-art approaches: training, testing, tuning, iterating, and deploying models to solve production problems
  • Build tools and analyze a highly complex system of robots, models, components, and sensors to understand limitations and apply ML approaches to overcoming them
  • Collaborate closely with research, SW, HW, and infrastructure teams to deliver highly reliable robotic applications
Desired Qualifications
  • Trained, deployed, and analyzed ML model or robotics applications in production
  • Strong understanding of the state of the art in Computer Vision and Robotics literature
  • Experience working with complex data infra and highly concurrent SW systems
Covariant

51-200 employees

AI robotics
Company Overview
Covariant's mission is to build the Covariant Brain, a universal AI to give robots the ability to see, reason and act on the world around them. Bringing AI from research in the lab to the infinite variability and constant change of our customer's real-world operations requires new ideas, approaches and techniques.
Benefits
  • Health, dental, and vision coverage for you and your family
  • Unlimited time off Flexible work hours
  • Lunch and dinner each day
  • 401(k) plan and match
Company Core Values
  • Learning constantly
  • Striving for empathy
  • Taking on the impossible, together