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Reinforcement Learning Engineer Jobs in Ohio (NOW HIRING)

Senior Robotics Software Engineer

Columbus, OH · On-site

$118K - $156K/yr

We're seeking a Senior Robotics Software Engineer who thrives on hard systems problems. Welding is ... Advance the stack with learning-based methods and simulation - reinforcement learning, learned ...

Reinforcement learning * Agentic AI * Experience programming for embedded and physical devices * Multi-agent coordination of UxVs * MAVLINK or other C2 protocols * ROS TAK * DevSecOps and CI/CD tool ...

Reinforcement learning * Agentic AI * Experience programming for embedded and physical devices * Multi-agent coordination of UxVs * MAVLINK or other C2 protocols * ROS TAK * DevSecOps and CI/CD tool ...

Deep learning, Natural language processing (NLP), Causal inference, Reinforcement learning and ... Partner with engineering and platform teams to operationalize models * Work closely with senior ...

Deep learning, Natural language processing (NLP), Causal inference, Reinforcement learning and ... Partner with engineering and platform teams to operationalize models * Work closely with senior ...

... and reinforcement learning), you will directly contribute to the development of scalable Data ... Proficient in programming languages such as Python and familiar with data science/machine learning ...

Working towards a PhD in Computer Science, Machine Learning, Statistics, Mechanical Engineering ... Multi-armed bandits or reinforcement learning * Uncertainty quantification * Gaussian processes ...

New

Advanced understanding of LLMs and generative AI, including fine-tuning, RAG pipelines, and prompt engineering. * Familiarity with causal inference, uplift modeling, or reinforcement learning in real ...

... engineering, statistics, data science, or a related field. * Strong background in AI/ML methods ... or reinforcement learning. * Experience with protein structure prediction, protein-ligand ...

Showing results 41-60

Reinforcement Learning Engineer information

See Ohio salary details

$36.1K

$110.2K

$182.1K

How much do reinforcement learning engineer jobs pay per year?

As of Sep 15, 2026, the average yearly pay for reinforcement learning engineer in Ohio is $110,152.00, according to ZipRecruiter salary data. Most workers in this role earn between $78,900.00 and $144,000.00 per year, depending on experience, location, and employer.

What is a reinforcement learning engineer?

Reinforcement Learning Engineers are specialized professionals who design, develop, and implement algorithms based on reinforcement learning, a type of machine learning where agents learn to make decisions by receiving rewards or penalties. They work on building models that enable machines to learn optimal actions through trial and error in complex environments. Their responsibilities often include developing RL architectures, tuning hyperparameters, running simulations, and applying RL methods to real-world problems like robotics, gaming, or recommendation systems. RL Engineers typically have strong backgrounds in computer science, mathematics, and deep learning, along with experience in programming languages like Python and frameworks such as TensorFlow or PyTorch.

What are some common challenges faced by reinforcement learning engineers when deploying models in real-world environments?

One of the main challenges Reinforcement Learning (RL) Engineers face is bridging the gap between simulation and real-world deployment. Models that perform well in controlled environments may struggle with unpredictable data, safety constraints, or limited feedback in production. Additionally, RL algorithms often require significant computational resources and careful tuning to avoid instability. Collaboration with domain experts and software engineers is essential to address these issues and ensure successful integration of RL solutions into existing systems.

What are the key skills and qualifications needed to thrive as a reinforcement learning engineer, and why are they important?

To thrive as a Reinforcement Learning Engineer, you need a strong background in machine learning, mathematics (especially probability and statistics), and programming languages like Python, often supported by a relevant degree in computer science or engineering. Familiarity with deep learning frameworks (such as TensorFlow or PyTorch), RL libraries (like OpenAI Gym), and cloud computing platforms is typically required. Problem-solving skills, creativity, and effective collaboration help set outstanding engineers apart in this field. These competencies enable the design and deployment of advanced RL solutions that address real-world challenges and drive innovation.

What is the difference between Reinforcement Learning Engineer vs Machine Learning Engineer?

AspectReinforcement Learning EngineerMachine Learning Engineer
CredentialsBachelor's/Master's in CS, AI, or related; experience with RL frameworksBachelor's/Master's in CS, Data Science, or related; experience with ML algorithms
Work EnvironmentResearch labs, AI startups, tech companies focusing on RL applicationsTech companies, data-driven firms, AI departments across industries
Industry UsageSpecialized in RL projects like robotics, game AI, autonomous systemsBroader applications including predictive modeling, NLP, computer vision

Reinforcement Learning Engineers focus on developing algorithms that learn through interactions with environments, often in robotics or gaming. Machine Learning Engineers work on a wider range of models and applications. While both roles require strong programming and math skills, RL Engineers specialize in sequential decision-making, whereas ML Engineers handle diverse data-driven tasks across industries.

What are popular job titles related to Reinforcement Learning Engineer jobs in Ohio?

For Reinforcement Learning Engineer jobs in Ohio, the most frequently searched job titles are:

What cities in Ohio are hiring for Reinforcement Learning Engineer jobs?

Cities in Ohio with the most Reinforcement Learning Engineer job openings:

Infographic showing various Reinforcement Learning Engineer job openings in Ohio as of September 2026, with employment types broken down into 89% Full Time, and 11% Contract. Highlights an 90% In-person, and 10% Remote job distribution, with an average salary of $110,152 per year, or $53 per hour.

Senior Robotics Software Engineer

Columbus, OH • On-site

Path Robotics
Industrial Automation Equipment Manufacturing • 201 - 500 employees

$118K - $156K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 6 days ago


Job description

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 Senior Robotics Software Engineer who thrives on hard systems problems. Welding is where we started - but the mission is broader: robots that sense, plan, and act to take on skilled manual work. You'll write modern C++ across the full robotics stack - perception and scanning, motion and task planning, real-time execution, and closed-loop control and see your code run on live robotic cells doing real work. You'll also help us advance our planning and control by combining classical techniques with modern learning-based methods, making our robots faster, smarter, and more capable. If you're ready to take on the hardest problems with the best team on the planet, bring your expertise and enthusiasm.
What You'll Do
  • Build motion and trajectory planning for a variety of task goals from patterned and adaptive, sensor-driven motions to resource-aware sequencing that coordinates multiple robots working the same part.
  • Develop kinematics, reachability, and motion planning - inverse kinematics and trajectory planning for robotic manipulators - and validate plans so motion is collision-free and executable.
  • Build the real-time control and feedback loops that keep the robot on target as it works - trajectory correction, feature tracking, and camera-based visual servoing.
  • Extend our robots beyond fixed workcells to mobile platforms - localization, mapping, and navigation so a moving robot can find its work and hold position while it acts.
  • Own the driver layer that connects to robot hardware - streaming motion commands to the robot controller in real time and abstracting sensors, scanners, and cameras behind clean, reliable interfaces.
  • Advance the stack with learning-based methods and simulation - reinforcement learning, learned planners, and sim-to-real training, alongside classical approaches.
Who You Are
  • A Bachelor's in Computer Science, Robotics, Electrical Engineering, or Mathematics - or equivalent experience.
  • 5+ years building robotics software in modern C++ (Python a strong plus).
  • Hands-on experience with real-time robotics, motion control, or controls software - you've built software that drives physical hardware.
  • Comfortable with multithreading, concurrency, and debugging systems-level behavior.
  • Fluent developing and operating software on Linux, with Git.
  • Familiar with solid engineering practice - some mix of TDD, unit testing, and CI/CD.
  • Bonus points for experience with learning-based methods or robot simulation (RL, imitation learning, sim-to-real), SLAM and navigation, or ROS.

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 HR@path-robotics.com. 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.