Staff Machine Learning Engineer, Perception

Posted 4 Days Ago
2 Locations
In-Office or Remote
Senior level
Artificial Intelligence • Computer Vision • Machine Learning • Robotics • Business Intelligence • Automation • Manufacturing
At Path Robotics, we’re not just solving a manufacturing challenge. We’re solving a recruiting problem.
The Role
Lead development of perception algorithms for robotic welding using RGB, LiDAR, and ToF sensors. Oversee research on image processing, point cloud and 3D sensor fusion, design and evaluate deep learning models, optimize deployable perception systems, mentor junior engineers, and drive architecture and strategic decisions for production-ready robotics perception.
Summary Generated by Built In
Build the Path Forward

At Path Robotics, we’re building the future of embodied intelligence. Our AI-driven systems enable robots to adapt, learn, and perform in the real world closing the skilled labor gap and transforming industries. We go beyond traditional methods, combining perception, reasoning, and control to deliver field-ready AI that is risk-aware, reliable, and continuously improving through real-world use.

Big, hard problems are our everyday work, and our team of intelligent, humble, and driven people make the impossible possible together.

We're seeking a passionate individual to join our team at the intersection of welding science and artificial intelligence. As a Staff Machine Learning Engineer, you'll be instrumental in developing robotic welding solutions. You'll use your skills in computer vision, deep learning, and Python programming to tackle challenges in our field alongside our talented teams.

What You’ll Do
  • Lead the development and implementation of advanced algorithms for robotic perception systems tailored to industrial welding tasks, integrating data from diverse vision sensors such as RGB/GigE, LiDAR, and ToF depth sensors.
  • Oversee research initiatives to address complex welding-related challenges, utilizing image processing, point cloud data, and 3D sensor fusion, contributing to innovative solutions for domain-specific problems.
  • Collaborate with multidisciplinary teams to design and lead experiments evaluating state-of-the-art deep learning models, optimizing machine learning systems for robotic perception in welding.
  • Stay at the forefront of advancements in Robotics, Computer Vision, and ML research, driving the integration of cutting-edge technologies into real-world applications, and ensuring these innovations have a high impact on production systems.
  • Mentor and guide junior engineers, providing technical leadership and fostering collaboration to enhance team expertise in perception systems and machine learning.
  • Contribute to strategic decisions about system architecture and the direction of robotics perception technologies within the company, ensuring alignment with product and business goals.

Who You Are

  • Master’s or Ph.D. in Computer Science, Robotics, or a related field with a focus on Computer Vision, Machine Learning, or Perception Systems.
  • 5+ years of experience in developing machine learning algorithms or applications for real-world robotics systems, particularly in industrial or manufacturing environments.
  • Strong proficiency in Python, as well as experience with other relevant languages (e.g., C++), and a deep understanding of neural networks, deep learning architectures, and 3D data processing.
  • Extensive experience with vision sensors (e.g., RGB, LiDAR, ToF) and demonstrated ability to apply sensor fusion techniques for perception tasks.
  • A proven track record of leading projects and research initiatives, with the ability to bridge the gap between theoretical research and practical, deployable solutions.
  • Enthusiastic about working in a fast-paced, dynamic startup environment, with the ability to influence company-wide technological direction and strategy.

Why You’ll Love Working Here

  • Daily free lunch to keep you fueled and connected with the team
  • Flexible PTO so you can take the time you need, when you need it
  • Comprehensive medical, dental, and vision coverage
  • 6 weeks fully paid parental leave, plus an additional 6–8 weeks for birthing parents (12–14 weeks total)
  • 401(k) retirement plan through Empower
  • Generous employee referral bonuses—help us grow our team!

Who We Are

At Path Robotics we love coming to work to solve interesting and tough challenges but also because our ideas are welcomed and valued. We encourage unique thinking and are dedicated to creating a diverse and inclusive environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
 
If you require a reasonable accommodation to participate in the application process or any part of the hiring process, please contact [email protected]. We are committed to providing equal access and will work with qualified individuals to ensure a fair and accessible hiring experience. We will respond to your request within 48 hours.

Skills Required

  • Master's or Ph.D. in Computer Science, Robotics, or related field focused on Computer Vision, Machine Learning, or Perception Systems
  • 5+ years developing machine learning algorithms or applications for real-world robotics systems, particularly industrial/manufacturing environments
  • Strong proficiency in Python
  • Experience with other relevant languages (e.g., C++)
  • Deep understanding of neural networks, deep learning architectures, and 3D data processing
  • Extensive experience with vision sensors (RGB, LiDAR, ToF) and sensor fusion techniques
  • Proven track record of leading projects and research initiatives and delivering deployable solutions
  • Experience mentoring and guiding junior engineers and providing technical leadership
  • Enthusiastic about working in a fast-paced startup environment and influencing technical strategy

Path Robotics Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Path Robotics and has not been reviewed or approved by Path Robotics.

  • Fair & Transparent Compensation Pay is considered competitive overall, with engineering and sales roles positioned strongly against the market. Compensation in these tracks is frequently characterized as above average relative to peers.
  • Healthcare Strength Core medical, dental, and vision coverage is described as comprehensive and well regarded. Employer-verified listings indicate robust plan options alongside FSA/HSA support.
  • Leave & Time Off Breadth Unlimited PTO, paid holidays, and paid parental leave are highlighted across public benefits summaries. Time-off policies are framed as flexible and generous for a company at this stage.

Path Robotics Insights

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The Company
HQ: Columbus, OH
220 Employees
Year Founded: 2016

What We Do

Path Robotics is an Artificial Intelligence and Robotics company focusing on the manufacturing industry.

Why Work With Us

Distinguishing ourselves from other tech startups, we work with a physical product — the robots. This keeps us rooted in our Columbus, Ohio office and fosters a culture of in person collaboration and ideation.

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