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Modeling Simulation Engineer Jobs in Tennessee (NOW HIRING)

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Modeling Simulation Engineer information

See Tennessee salary details

$35.4K

$112K

$172.9K

How much do modeling simulation engineer jobs pay per year?

As of May 29, 2026, the average yearly pay for modeling simulation engineer in Tennessee is $111,999.00, according to ZipRecruiter salary data. Most workers in this role earn between $83,500.00 and $133,000.00 per year, depending on experience, location, and employer.

What does a Modeling Simulation Engineer do?

A Modeling Simulation Engineer develops virtual models and simulations to analyze complex systems and processes. They use mathematical models, computer simulations, and data analysis to predict system performance and optimize designs before physical implementation. These engineers typically work in industries like aerospace, defense, automotive, and healthcare to improve efficiency, safety, and decision-making. Their role often involves coding, algorithm development, and working with simulation software to test real-world scenarios in a virtual environment.

What are the key skills and qualifications needed to thrive in the Modeling Simulation Engineer position, and why are they important?

To thrive as a Modeling Simulation Engineer, you need a strong background in mathematics, physics, and computer science, typically supported by a relevant engineering or science degree. Proficiency with simulation software such as MATLAB, Simulink, ANSYS, or similar tools, and sometimes certifications in systems engineering or modeling methodologies, are commonly required. Strong analytical thinking, problem-solving abilities, and effective communication skills set top candidates apart. These qualifications are crucial for accurately representing complex systems, translating requirements into effective models, and collaborating with multidisciplinary teams to achieve project goals.

What are the typical responsibilities and project stages for a Modeling Simulation Engineer?

Modeling Simulation Engineers are responsible for developing mathematical models, running simulations, analyzing results, and providing recommendations to improve system performance or design. Projects often begin with understanding client or stakeholder requirements, followed by designing models based on those needs and iteratively refining them as data is collected. Engineers work closely with design, hardware, and software teams to validate models and ensure alignment with real-world performance. Collaborating with colleagues and presenting findings to both technical and non-technical audiences are routine aspects of the job, making cross-functional communication vital for project success.
What are the most commonly searched types of Modeling Simulation Engineer jobs in Tennessee? The most popular types of Modeling Simulation Engineer jobs in Tennessee are:
What are popular job titles related to Modeling Simulation Engineer jobs in Tennessee? For Modeling Simulation Engineer jobs in Tennessee, the most frequently searched job titles are:
What job categories do people searching Modeling Simulation Engineer jobs in Tennessee look for? The top searched job categories for Modeling Simulation Engineer jobs in Tennessee are:
What cities in Tennessee are hiring for Modeling Simulation Engineer jobs? Cities in Tennessee with the most Modeling Simulation Engineer job openings:
Infographic showing various Modeling Simulation Engineer job openings in Tennessee as of May 2026, with employment types broken down into 75% Full Time, 19% Part Time, and 6% Nights. Highlights an 79% Physical, 1% Hybrid, and 20% Remote job distribution, with an average salary of $111,999 per year, or $53.8 per hour.
Senior Modeling and Simulation Engineer

Senior Modeling and Simulation Engineer

trane technologies

Clarksville, TN • On-site

$90.90K - $124.80K/yr

Full-time

Medical, Retirement, PTO

Posted 10 days ago


Trane Technologies rating

8.0

Company rating: 8.0 out of 10

Based on 282 frontline employees who took The Breakroom Quiz

131st of 511 rated manufacturers


Job description

Be a part of our mission! As a world leader in creating comfortable, sustainable, and efficient climate solutions for buildings, homes and transportation, it's our responsibility to put the planet first. For us at Trane Technologies, and through our businesses including TraneandThermo King, sustainability is not just how we do business-it is our business. Do you dare to look at the world's challenges and see impactful possibilities? Do you want to contribute to making a better future? If the answer is yes, we invite you to consider joining us in boldly challenging what's possible for a sustainable world.

Learn about our benefits designed for you to Thrive at work and at home.

We boldly go.

Where is the work:

Monday to Thursday, work onsite with your colleagues. Fridays, choose your work location, balancing what your work requires.ThisSeniorModeling Engineerwill create,maintainand improve modeling simulationand data management software applications to support new product and technology development projects atTrane Technologies. This Senior Engineering role will also support the use of these applications to troubleshoot,analyzeand offer solutions to performance & reliability problems of HVAC components & systems in the R&D Lab or field Sales & Service organization.
What you will do:
  • Become familiar with Trane Technologies HVAC Products, including Residential A/Cs and Heat Pumps, Furnaces, Commercial Chillers, Rooftops, Air Handler products and Transport products
  • Develop 1D&0D components & systems models, including furnace, refrigeration system, electrical system and other sub-systems for HVAC & R products
  • Develop, standardize, and maintain HVAC & R engineering design process automation and simulation data management system for Residential (North America) business
  • Work as component model Subject Matter Expert to lead the development and discussion in related project development from multiple business units
  • Well understand lab tests and enhance modeling and simulation processes, also capable of lead the lab test design for model validation purpose
  • Provide guidance and leadership to designers, lab technicians and other team members in modeling context
  • Oversee and lead modeling and simulation related communications in Residential (North America) Business Unit for design processes
  • Link and merge regional requirements into other businesses and regions such as Commercial HVAC Chiller and Unitary SBU, Asia Pacific and Europe and Middle East, and participate in strategic development plan of the organization
  • Scan and screen new technologies in HVAC&R in modeling and simulation context
  • Work closely with team members, cross-functional associates, and internal customers to gather requirements, provide updates/reports, training to refrigeration engineer, etc.
  • Prepare complete schedules and reports for assigned projects, including presentations to stakeholders
  • Provide engineering support to the Product Planning and Technical Support Team
  • Coordinate external collaborations for general modeling and simulation fields in North America area.

Minimum Education and/or Experience Required:
  • Master's Degree in Mechanical Engineering is required.
  • At least 5-years of work experience in air-conditioning/HVAC system design and modeling is required.
  • Ph.D. in Engineering is a plus.
  • Familiar with popular industrial level modeling and simulation tools and platforms, with at least 3 years' experience to use or develop modeling and simulation related tools.
Essential Skills or Knowledge:
  • Expertise in the thermal sciences (thermodynamics, heat transfer and fluid mechanics), gained preferably from experience with HVAC components & systems
  • Familiar with air conditioning products, such as Residential Furnace, Commercial Chillers, Rooftops, Air Handlers and Transport Refrigeration
  • Experience in air conditioning system and component design and optimization
  • Programming capability desirable. Experience with Python, Modelica, able to understand legacy codes as well as developing new component and system models in modern languages/scripting platforms
  • Familiarity with commercialized software release and maintenance process
  • Familiarity with problem formulation & solution using numerical methods via commercial solvers & custom code required

Annual Base Salary Range or Hourly Base Pay Range:

$69,600.00 - $143,700.00

Compensation Type:

Salary

Incentive Eligible:

No

Sales Commission Eligible:

No

Disclaimer: We strive to provide competitive compensation for this position, tailored to a variety of factors. The actual compensation will depend on elements such as seniority, merit, geographic location, education, experience, travel requirements, and union designation. Our compensation range is generally based on the national average for the country. Additionally, benefits may vary depending on the region, business alignment, union involvement, and employee status.

Thrive at work and at home:

  • Benefits kick in on DAY ONE for you and your family, including health insurance and holistic wellness programs that include generous incentives - WE DARE TO CARE!

  • Family building benefits include fertility coverage and adoption/surrogacy assistance.

  • 401K match up to 6%, plus an additional 2% core contribution = up to 8% company contribution.

  • Paid time off includes 15 vacation days, 9 paid holidays, 3 floating holidays, sick leave, and additional options to support volunteer and parental leave.

  • Educational and training opportunities through company programs along with tuition assistance and student debt support.

Disclaimer: Benefit offerings may vary depending on Collective Barraging Agreements and local/state regulations.

Safety Sensitive Role:

No

The company designates certain roles as Safety Sensitive. Safety Sensitive roles may require that you pass additional drug screening.

We offer competitive compensation and comprehensive benefits and programs. We are an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, pregnancy, age, marital status, disability, status as a protected veteran, or any legally protected status.

Employment Type: FULL_TIME

What Trane Technologies employees say

Pay

Benefits

Hours and flexibility

Workplace

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About Trane Technologies

Sourced by ZipRecruiter

At Trane Technologies and through our businesses including Trane® and Thermo King®, we create innovative climate solutions for buildings, homes, and transportation that challenge what's possible for a sustainable world. We're a team that dares to look at the world's challenges and see impactful possibilities. We believe in a better future when we uplift others and enable our people to thrive at work and at home. We boldly go.

Industry

Industrial machinery manufacturing and machinery manufacturing

Company size

10,000+ Employees

Headquarters location

Davidson, NC, US