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Physics Informed Machine Learning Jobs in Providence, RI

City Facilities Management

RHVAC Technician

Cranston, RI · On-site

$24.50 - $33.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Woonsocket, RI · On-site

$24 - $32.75/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Newport, RI · On-site

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Newport, RI

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Cumberland, RI · On-site

$23.50 - $32/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Cumberland, RI

$23.50 - $32/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Cranston, RI · On-site

$24.50 - $33.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Pawtucket, RI

$24.25 - $33.25/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Providence, RI

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Woonsocket, RI

$24 - $32.75/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Warwick, RI

$25 - $34.25/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Cranston, RI

$24.50 - $33.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Providence, RI · On-site

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Kingston, RI

$24.75 - $33.75/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Cranston, RI

$24.50 - $33.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Providence, RI

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Pawtucket, RI

$24.25 - $33.25/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Kingston, RI · On-site

$24.75 - $33.75/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Providence, RI · On-site

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

City Facilities Management

RHVAC Technician

Providence, RI · On-site

$25.25 - $34.50/hr

Maintain clean and safe conditions in machine and electrical rooms. * Communicate as needed with ... Whether through our world-class training programs, over 1,500 e-learning classes through City ...

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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 Jun 20, 2026, the average hourly pay for physics informed machine learning in Providence, RI is $20.27, according to ZipRecruiter salary data. Most workers in this role earn between $12.64 and $25.72 per hour, depending on experience, location, and employer.

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 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 is a Physics Informed Machine Learning job?

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 popular job titles related to Physics Informed Machine Learning jobs in Providence, RI? For Physics Informed Machine Learning jobs in Providence, RI, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Providence, RI look for? The top searched job categories for Physics Informed Machine Learning jobs in Providence, RI are:
Physics Informed Machine Learning jobs near you
Infographic showing various Physics Informed Machine Learning job openings in Providence, RI as of June 2026, with employment types broken down into 1% Locum Tenens, 78% Full Time, 16% Part Time, 1% Temporary, 2% Contract, and 2% Nights. Highlights an 72% Physical, 2% Hybrid, and 26% Remote job distribution, with an average salary of $42,158 per year, or $20.3 per hour.

RHVAC Technician

City Facilities Management

Cranston, RI • On-site

$24.50 - $33.50/hr

Full-time

Retirement, PTO

Posted 16 days ago

Job description

JOB PURPOSE


To repair refrigeration and HVAC mechanical and electrical systems throughout retail locations to support operations and minimize product loss, while ensuring partner satisfaction.

RESPONSIBILITIES

  • Maintain refrigeration and HVAC for a group of retail locations.

  • Repair equipment, such as compressors, water pumps, air handlers, electrical and mechanical control devices in a safe, efficient, and timely manner that exceeds customers' expectations.

  • Establish effective regular communication with Site Management to ensure they are kept informed of all ongoing maintenance activities .

  • Liaise with Site Management team to ensure that all planned maintenance activities are communicated effectively including diagnosing equipment malfunctions and any operating deficiency of the mechanical equipment to ensure quality work performance.

  • Provide all required job updates on a timely basis.

  • Be proactive in refrigerant leak checking and repairs.

  • Maintain all assets for which you have responsibility to the highest standards.

  • Perform refrigeration/HVAC preventive maintenance checks in a timely manner as assigned.

  • Monitor and log refrigerant usage within assigned stores.

  • Maintain clean and safe conditions in machine and electrical rooms.

  • Communicate as needed with retail store location personnel to maintain refrigerated product integrity.

  • Participate in company's "on call" after hours emergency call program.

  • Assist with trouble shooting problems.

  • Complete equipment inventories as assigned.

  • Perform other job-related duties as assigned.

  • Act in accordance with all company policies & procedures.

QUALIFICATIONS & EXPERIENCE

Minimum Qualifications

  • Possesses a valid driver's license with a good driving record.

  • High school diploma or equivalent.

  • Experience with rack systems, displays cases and walk-ins highly preferred.

  • Journeyman qualified in refrigeration and HVAC systems, or equivalent work experience.

  • EPA certified for refrigerant handling class I & II, or universal.

  • Ability to read, write and speak English proficiently.

  • Ability to understand and follow English instructions.

  • Authorization to work in the United States or the ability to obtain the same.

  • Successful completion of pre-employment drug testing and background check.

  • In-depth working knowledge of supermarket rack refrigeration equipment, electrical, HVAC and plumbing systems preferred.

  • Demonstrated basic computer skills, Refrigeration Controller Technology, Microsoft Outlook and Excel.

  • Demonstrated self-motivation and successful experience in previous jobs and responsibilities.

  • Above average troubleshooting and guest service skills.

  • Ability to multitask, work with limited supervision and make sound decisions quickly.

  • Exceptional interpersonal, motivational and communication skills.

  • High standard of integrity and reliability.

ABOUT CITY FM

City Facilities Management (US) LLC is a leader in end-to-end integrated facilities management for some of the top retailers and grocers across the nation. Through our unparalleled self-performance team of highly skilled technicians, customer service gurus, energy experts and more, City FM delivers exceptional service quality and cost savings using a holistic, data-driven approach to facilities management.

With offices in Jacksonville, FL and Burlington, MA since 2016, City FM is part of the global City family founded nearly 40 years ago. Its parent company, City Facilities Management Holdings Limited, is the largest privately held facilities management firm in the world with over 15,000 employees across five continents with headquarters in Glasgow, Scotland.

WHY SHOULD YOU WORK AT CITY FM?
City FM is part of a global network of leading facilities management, professional services, and data-driven sustainability solutions, for starters. Also, we offer a generous benefits package that includes 28 days of PTO along with a 401(k) match with immediate vesting and company match.

We don't just hire anyone at City FM; we're looking for loyal team members with a deep sense of responsibility and a thirst for constant learning and growth with a willingness to always lend a helping hand.

When you join City FM, you're committing to making a difference. We make a commitment to you too - helping you embark on a career with purpose! Whether through our world-class training programs, over 1,500 e-learning classes through City University or Leadership Development framework - City FM cares passionately about the people we hire and ensures that growth is always on the horizon.

Wondering if your values align with ours? If you put clients first, care passionately about what you do and are committed to working on a team that respects each other, you will fit right in!

So, if you're ready to get started, we're ready for you.

City FM is An Affirmative Action / Equal Opportunity Employer. The Company has a Drug-Free Workplace Policy in effect that is strictly adhered to.

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