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Physics Informed Machine Learning Jobs in Rochester, MN

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

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Physics Informed Machine Learning information

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

As of Aug 21, 2026, the average hourly pay for physics informed machine learning in Rochester, MN is $20.39, according to ZipRecruiter salary data. Most workers in this role earn between $12.69 and $25.91 per hour, depending on experience, location, and employer.

What is a physics informed machine learning?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What are the typical challenges faced by professionals working in physics informed machine learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.

What are the key skills and qualifications needed to thrive in the physics informed machine learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are popular job titles related to Physics Informed Machine Learning jobs in Rochester, MN?

For Physics Informed Machine Learning jobs in Rochester, MN, the most frequently searched job titles are:

What job categories do people searching Physics Informed Machine Learning jobs in Rochester, MN look for?

The top searched job categories for Physics Informed Machine Learning jobs in Rochester, MN are:

What cities near Rochester, MN are hiring for Physics Informed Machine Learning jobs?

Cities near Rochester, MN with the most Physics Informed Machine Learning job openings:

Installation Technician

Custom Alarm

Rochester, MN • On-site

$30 - $55/hr

Full-time

Medical, Dental, Life, Retirement

Re-posted 21 days ago


Job description

Description

Why work for Custom Alarm?

Ready to kickstart your career in the security industry? Join the Custom Alarm team as a full-time Installation Technician! We're looking for someone passionate about problem-solving, working with cutting-edge technology, and making a real impact on people's safety. With a supportive, family-friendly culture you'll never feel like just another employee - we believe in doing the right thing, fostering a lifelong learning environment and delivering top-notch customer service while making sure we enjoy the process with celebrating success together. If you're ready to get hands-on with cutting-edge security systems, we want to hear from you. Let's keep SE Minnesota safe, one alarm at a time!

A Day in the Life at Custom Alarm:

  • Reports to: Project Manager
  • Hours: Full-Time/Hourly (roughly 7:30am-4:30pm)
  • Location: Southeast Minnesota (this is an on-site position based at our Rochester, MN office)
  • Company size: 75 employees
  • Pay range: $30.00 - $55.00 (starting wage is based on a number of considerations including; education, certifications, related experience, etc.)

The Main Responsibilities

Installation technicians take direction from their Project Manager. Install access control, video surveillance, and intrusion alarm systems. Apply electrical and electronic theory and related job knowledge to install, test, repair, and modify electronic equipment. 

  • Install and test security systems, ensuring quality and proper operation. Train customers on system use.
  • Use PC and networking skills for installing video surveillance, NVRs, and access control systems.
  • Provide technical assistance to customers regarding system operation.
  • Successfully complete Technician Development Program (TDP) by fulfilling required training modules and obtaining relevant industry certifications.
  • Promote system upgrades and enhancements to keep customers informed of new technology.
  • Complete installation and service documentation, updating drawings and submitting accurate paperwork and timecards.
  • Maintain tools, inventory, and company vehicle, ensuring cleanliness and upkeep.
  • Participate in rotating on-call schedule (approx. 1 week/quarter) for after-hours service.
  • Be available for after-hours work and occasional out-of-town assignments.
  • Follow safety regulations and suggest improvements to management.
  • Attend training to stay updated on industry knowledge.
  • Keep required certifications and licenses current.
  • Assist in all areas of service and installation as needed.

Requirements

What We Look For in a Candidate:

Education

  • High School Diploma or GED

Beneficial Education, Experience, and Certifications (not required for consideration)

  • Two Year Electronics Degree or equivalent low-voltage experience
  • Power Limited Technician License (PLT)
  • Familiar with residential and commercial building/construction

Additional Skills and Abilities

  • Positive attitude and eagerness to learn
  • Mechanical aptitude
  • Communications skills
  • Customer service skills
  • Ability to work independently or with a team
  • Organizational skills
  • Computer skills
  • Strong work ethic and planning skills

Physical Demands

The physical demands described must be met to successfully perform the essential functions of this job.

  • Primarily standing and walking, with some extensive sitting while traveling
  • Stooping, kneeling, and crawling
  • Regularly working at heights of 0-25 feet, with occasional heights up to 50 feet
  • Climbing ladders and stairs
  • Lifting, carrying, pushing, and pulling objects weighing 50-100 pounds
  • Repetitive movements
  • Strong audio, visual, and verbal communication abilities
  • Excellent color vision for identifying wiring codes
  • Driving and operating machinery as needed

Working Conditions

  • Requires working in all environmental conditions (both indoors and outdoors) with some exposure to dust, insulation, noise, and heat or cold (MN weather)
  • After hours work, out-of-town trips, or overnights are sometimes necessary 

Other Requirements

  • Regular and reliable attendance
  • Valid driver's license, excellent driving record, and insurability under auto insurance policy


Summary

For the 9th year in a row, Custom Alarm is proud to be named one of the "Best Places to Work in Southeast MN" - an honor we deeply value. We believe that taking care of our employees allows them to deliver the best service to our customers. That's why we're committed to offering a comprehensive benefits package, including a competitive salary, medical, dental, and life insurance, a matching 401(k), and additional perks to show our appreciation:

  • Company Vehicle (paid drive time)
  • Paid Cell Phone
  • On the Job Training and Development 
  • Employer Paid Certificates 
  • Company Paid Clothing
  • License Incentives
  • Safety Footwear Benefit
  • Prescription Safety Glasses Benefit
  • Provided tools
  • $2,000 signing bonus ($1,000 paid after hire, $1,000 paid after 90 days of employment)


What to Expect Next 

Start your journey with us - take just a quick 10-15 minutes to complete your application. Once your application has been reviewed, our Human Resources Manager will reach out if you meet qualifications and standards. We look forward to hearing from you!


Disability/EOE/Veteran