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Machine Learning Engineer - Robotics

RIOS Intelligent Machines, Inc.

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Posted on 08/31/2021

Location

San Francisco, Bay Area, CA

Description

About RIOS:

RIOS is a technology company helping global customers automate their factories, warehouses, and supply chain operations by deploying a new class of AI-powered and dexterous robots. RIOS robots handle hard-to-automate tasks, typically requiring human-level dexterity, in unstructured environments. RIOS is headquartered in Palo Alto, CA and has a pilot facility in San Carlos, CA. More information is available at www.rios.ai.

The Role:

RIOS is looking for a Machine Learning Engineer that can work with and collect RIOS datasets, run experiments, and develop and apply new and/or different models to various customer use cases.

Apply directly at RIOS website

Applications can be directly submitted at RIOS website. Please visit our careers page to view all open positions and apply for Machine Learning Engineer - Robotics

Major Duties & Responsibilities

Requirements:

  • Work daily on developing advanced algorithms using modern ML methods
  • Test and deploy models on custom & cloud hardware
  • Work on ML systems for data collection, management and training
  • Validate and test algorithms that push hardware and technology limits to solve real-world problems
  • Work with a multidisciplinary team to solve previously unsolvable problems
  • Leveraging and utilizing abstraction & scoping in software development to enable scalable systems

Minimum Education & Experience

Attributes of desired candidates include:

  • B.S. or M.S. with industrial experience (or equivalent) in Robotics, Computer Science, Machine Learning, or related field
  • Experience training custom/in-house datasets with State-of-the-Art models
  • Familiarity with algorithms and real world performance on GPUs
  • High degree of familiarity with ML/DL frameworks: TensorFlow, PyTorch, Theano, Keras, MXNet, Scikit Learn, etc.
  • Familiarity with databases such as SQL, NoSQL, and cloud solutions
  • Expert proficiency working with Python (C++ a plus)
  • Understanding of data typing and interaction with learning frameworks
  • Experience developing in containerized environments (e.g., Docker)
  • Attention to details such as documentation, version control and reproducibility
  • Familiarity with ROS (Robot Operating System)

Perks:

  • Competitive salary package & Stock options for every employee
  • Healthcare + dental + vision insurance plans
  • 401(k) plan
  • Free lunch
  • Flexible time off & paid holidays
  • Social events + happy hours + team parties

Apply directly at RIOS website

Applications can be directly submitted at RIOS website. Please visit our careers page to view all open positions and apply for Machine Learning Engineer - Robotics

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RIOS develops and deploys dexterous AI-powered robots to factory assembly lines and warehouses to help global customers automate their supply chain or logistics operations. We’ve developed a first-of-its-kind haptic intelligence platform for robots – this enables our robot to handle hard-to-automate tasks that typically require human-level-dexterity and involve manipulating thousands of SKUs. Our robots possess higher levels of dexterity, cognitive skills, and autonomy than today's robots and

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