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Physics Based Machine Learning Jobs in Columbus, OH

JPMorganChase

Applied AI ML-Vice President

Columbus, OH · On-site

... machine learning solutions based on big data to solve real world problems (e.g. Classification, Regression, or Recommender Systems). Company : With a history tracing its roots to 1799 in New York ...

Ohio Health

Medical Physicist

Upper Arlington, OH · On-site

... planning, machine maintenance and repair and other physics support staff. -Provide radiation ... learning is a life-long process ... if you strive for excellence and want to be among the best in ...

Ohio Health

Medical Physicist

Columbus, OH · On-site

... planning, machine maintenance and repair and other physics support staff. -Provide radiation ... learning is a life-long process ... if you strive for excellence and want to be among the best in ...

Prohires

Data scientist(W2)

Columbus, OH · On-site

Conducts research on cutting-edge techniques and tools in machine learning/deep learning/artificial ... Influences product teams through presentation of data-based recommendations. Performs other duties ...

TekLeaders, Inc

Data Scientist

Columbus, OH

Conducts research on cutting-edge techniques and tools in machine learning/deep learning/artificial ... Influences product teams through presentation of data-based recommendations. * Performs other ...

SUNRAY INFORMATICS

Data Scientist

Columbus, OH · On-site

Conduct research on cutting-edge techniques and tools in machine learning/deep learning/artificial ... Influences product teams through presentation of data-based recommendations. * Performs other ...

OhioHealth

Medical Physicist

Columbus, OH · On-site

... planning, machine maintenance and repair and other physics support staff. -Provide radiation ... learning is a life-long process ... if you strive for excellence and want to be among the best in ...

Deloitte

Lead Business Transformation Architect

Columbus, OH · On-site

$53.25 - $73.25/hr

... machine learning strategy for client or enterprise use cases • Experience leading cloud-based artificial intelligence implementation across cross-functional teams • Experience with governance ...

SUNRAY INFORMATICS

Data Scientist

Columbus, OH · On-site

Conducts research on cutting-edge techniques and tools in machine learning/deep learning/artificial ... Influences product teams through presentation of data-based recommendations. * Performs other ...

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How much do physics based machine learning jobs pay per hour?

As of Jun 9, 2026, the average hourly pay for physics based machine learning in Columbus, OH is $19.38, according to ZipRecruiter salary data. Most workers in this role earn between $12.07 and $24.62 per hour, depending on experience, location, and employer.

What types of projects or problems does a Physics Based Machine Learning professional typically work on?

Physics Based Machine Learning professionals often work on projects that involve applying machine learning techniques to physical systems, such as improving simulations in engineering, optimizing energy systems, or accelerating scientific research through data-driven modeling. Daily tasks might include developing algorithms that incorporate physical laws, analyzing simulation data, and collaborating with experts from engineering, data science, or research teams. The role can involve both theoretical and hands-on work, often requiring iterative testing and validation. This environment provides opportunities to tackle cutting-edge challenges, contribute to innovation, and potentially lead to career paths in research, product development, or advanced analytics.

What is a Physics Based Machine Learning job?

A Physics Based Machine Learning job involves developing machine learning models that incorporate physical laws and domain knowledge to improve predictions and interpretability. Professionals in this field work at the intersection of physics, data science, and artificial intelligence to create models that are more robust, generalizable, and efficient, especially in scientific and engineering applications. Responsibilities often include data analysis, algorithm development, numerical simulations, and integrating physics-based constraints into ML models. These roles are common in industries like climate science, robotics, materials science, and computational physics.

What are the key skills and qualifications needed to thrive in the Physics Based Machine Learning position, and why are they important?

To thrive in Physics Based Machine Learning, you need advanced knowledge of physics, strong programming skills (Python, MATLAB, or C++), and a deep understanding of machine learning and statistical modeling, typically supported by a master's or PhD in physics, engineering, or a related field. Familiarity with simulation software, scientific computing libraries (such as TensorFlow, PyTorch, NumPy), and version control systems is essential. Strong problem-solving ability, effective communication, and cross-disciplinary collaboration skills set outstanding candidates apart. These competencies are crucial for designing robust, real-world models that integrate physical principles with data-driven techniques to solve complex problems.

What are popular job titles related to Physics Based Machine Learning jobs in Columbus, OH? For Physics Based Machine Learning jobs in Columbus, OH, the most frequently searched job titles are:
What job categories do people searching Physics Based Machine Learning jobs in Columbus, OH look for? The top searched job categories for Physics Based Machine Learning jobs in Columbus, OH are:
What cities near Columbus, OH are hiring for Physics Based Machine Learning jobs? Cities near Columbus, OH with the most Physics Based Machine Learning job openings:
Physics Based Machine Learning jobs near you
Senior Software Engineer, Machine Learning

Senior Software Engineer, Machine Learning

Path Robotics

Columbus, OH • On-site

$118K - $156K/yr

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 18 days ago

Job description

Build the Path Forward
At Path Robotics, we're attacking a trillion dollar opportunity - doing things that have never been done before to support an industry hurting from a lack of skilled labor. Big, hard problems are what Path tackles every day, and our people are our greatest asset to get that job done. Our intelligent, hardworking team of people do the impossible every single day, yet remain incredibly kind, humble, and always ready to support one another.
We're looking for a Senior Software Engineer to be the architect and caretaker of our codebase, building the systems and tools that make it easy for our ML, CV, and robotics engineers to explore ideas and turn them into production-grade solutions. You'll work closely with our research teams and our data platform team, leveraging their data and ML infrastructure expertise, while focusing on creating a robust, scalable, and developer-friendly foundation.
What You'll Do
  • Architect production-grade Python systems that make experimentation, prototyping, and deployment fast, reliable, and low-friction for research teams.
  • Lead engineering best practices around code quality, testing, modularity, and documentation to keep our codebase clean and maintainable.
  • Build internal tooling, APIs, and libraries that abstract away infrastructure complexity so researchers can focus on solving ML, CV, and robotics problems.
  • Collaborate with the data platform team to integrate data processing, training, and inference capabilities - without owning those pipelines end-to-end.
  • Design CI/CD workflows for research-heavy Python projects to ensure smooth transition from prototype to production.
  • Act as a technical lead within the research team, making key engineering decisions and mentoring others in writing high-quality, maintainable code.

Who You Are
  • Strong background in software architecture and large-scale backend development in any language (Python preferred)
  • Have experience building developer tools, frameworks, or platforms for technical teams.
  • Proven experience with cloud-based development, including designing and managing data storage, persistence, and secure access in cloud environments, and integrating on-premises infrastructure with cloud services.
  • Excited to learn ML/CV/robotics workflows well enough to support them - but your superpower is building great software, not tuning models.
  • Thrive in collaborative environments where you're a bridge between research and production.
Why You'll Love It 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.

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