Robotics Machine Learning Engineer

Persona AI Inc
Houston, TX
On-site

Who this role is best for

Geared toward candidates with robotics-specific machine learning expertise comfortable with large-scale data pipeline development and simulation-based evaluation.

Best fit for

  • Candidates with robotics-focused ML experience and a track record in deploying production ML systems
    — “3+ years of experience in machine learning directly applied to robotics.”
  • Individuals who thrive in environments where they scale ML infrastructure and work with hardware and simulation
    — “You will be working extensively on large-scale data pipelines, training infrastructure, and robot evaluation procedures in simulation and on hardware.”
  • Those with a strong academic background in Robotics, Computer Science, or related fields
    — “Bachelor's, Master's, or PhD in Robotics, Computer Science, or a related field.”

Things to consider

  • Houston-based role with 10% travel, which may impact remote flexibility and geographic preferences
    — “Location: Houston, TX”
  • Requires handling complex engineering problems in robotics, which may demand specialized domain knowledge
    — “Courage and grit to tackle complex large-scale engineering problems for robotics.”

How to stand out

  • Highlight experience in building production-level ML systems for robotics in your resume and interviews
    — “building solid production-level software across various ML components.”
  • Emphasize your familiarity with deep learning frameworks like PyTorch and TensorFlow
    — “Strong expertise with deep learning frameworks (PyTorch, JAX, TensorFlow, etc.).”
  • Showcase your ability to manage and scale data pipelines and training infrastructure
    — “You will help Persona AI scale the ML effort effectively by managing data and training artifacts.”
  • Demonstrate cloud computing experience with AWS, Azure, or GCP in your technical background
    — “Experience with cloud computing to develop models, store data, etc. (AWS, Azure, GCP).”
  • Include examples of deploying ML models to robotics hardware in your application materials
    — “Have trained models and deployed them to robots in production environments.”
Pace · Fast PacedCollaboration · HighAutonomy · MediumDecision Impact · Team

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

  • successful ML infrastructure development
  • robust robot learning
Typical background
machine learning experiencerobotics background

Skills & requirements

Required

Machine LearningDeep LearningCloud ComputingRoboticsSoftware Development

Preferred

Robotics Experience

Stack & domain

Machine LearningRoboticsDeep LearningCloud ComputingPythonProblem SolvingTeamworkCommunicationLeadership

About the role

Original posting from Persona AI Inc via Ashby

Job Title: Robotics Machine Learning Engineer

Department: Software Engineering

Employment Type: Full-Time

FLSA Status: Exempt

Location: Houston, TX

Travel: 10%

Who We Are

Persona AI is building humanoid robots for the most demanding environments in heavy industry — shipyards, steel mills, fabrication facilities, and offshore platforms — performing welding, grinding, maintenance, inspection, and material-handling work that is dangerous, physically demanding, and increasingly difficult to staff.

We are backed by leading strategic and financial investors and engaged with global industrial leaders across Korea, Japan, the United States, and Singapore. Korea is the center of gravity for our early commercial strategy, anchored by relationships with the world’s leading shipbuilders and steelmakers. Our work spans both the robot platform itself and the systems, partners, and playbooks required to deploy it at scale.

Why Join Persona AI?

  • We offer competitive compensation, a performance-based bonus, 100% employer covered medical benefits for most healthcare plans, early-stage equity, competitive PTO, and company-wide paid winter break between December 24th and January 2nd.
  • You’ll shape technology that’s redefining the possibilities of robotics and human interaction.
  • Work alongside passionate teammates who value creativity, and continuous learning.

About the Role

We're looking for a Machine Learning Engineer to drive Persona’s large-scale ML infrastructure and facilitate the robot learning effort. We're looking for exceptional talent who dream big, thrive on challenges, and love seeing their efforts make an impact on Persona’s humanoid robots doing real work in real-world environments.

You will be working extensively on large-scale data pipelines, training infrastructure, and robot evaluation procedures in simulation and on hardware. You will help Persona AI scale the ML effort effectively by managing data and training artifacts, and building solid production-level software across various ML components.

If you want to build a robust infrastructure to scale robot learning on all fronts, this role is for you.

What You Will Be Doing

  • Contribute to Persona’s large-scale ML software stack across data, training, and evaluation.
  • Design and implement the ML software infrastructure with thoughtful abstraction and scalability.
  • Work with the ML team to craft and execute a comprehensive plan for the development of machine learning models.
  • Develop comprehensive test suites to ensure correct and performant execution of the ML pipelines.
  • Leverage cloud platforms for flexible compute capacity, data management, and task automation.
  • Keep up to date with the state of the art in ML research and development.
  • Collaborate in attracting, nurturing, and growing the Machine Learning and Data teams.

What We Are Looking For:

  • 3+ years of experience in machine learning directly applied to robotics.
  • Bachelor's, Master's, or PhD in Robotics, Computer Science, or a related field.
  • Courage and grit to tackle complex large-scale engineering problems for robotics.
  • Experience with production ML software deployment.
  • Experience with cloud computing to develop models, store data, etc. (AWS, Azure, GCP).
  • Strong expertise with deep learning frameworks (PyTorch, JAX, TensorFlow, etc.).
  • Enthusiasm for working collaboratively in a fast-paced team environment.
  • Capable of writing high-quality software in Python, C++, or Rust.

Bonus Skills:

  • Experience with other aspects of ML applied to robotics, including robot simulation, locomotion, computer vision, robot hardware, and sensors.
  • Experience with other aspects of software engineering, including CI/CD, build systems, and Docker.
  • Have trained models and deployed them to robots in production environments.

Persona AI is an Equal Opportunity Employer.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, age, disability, veteran status, or any other characteristic protected by applicable federal, state, or local law.

Source: Persona AI Inc careers (Ashby)

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