Senior Data Scientist

Trane Technologies; Davidson (NC); Remote; USD 118,000 - 165,000; Full time

Benefits offered by this job

Health insurance

401K match

Tuition assistance

Job summary

Trane Technologies is seeking a senior data scientist to partner with stakeholders across the CHVAC Analytics & Technology Solutions team to translate data into actionable insights. You will design and deploy advanced ML models, apply robust MLOps, and collaborate with data engineers, product owners, and IT to deliver impact.

You should have 6+ years in data science (ideally in manufacturing/HVAC), experience with NLP/LLMs, and fluency in Python/R/SQL.

Qualifications

• 6+ years in data science and machine learning, ideally in manufacturing, HVAC or supply chain.
• Proven track record deploying ML models to production environments.
• Experience with cloud environments, preferably GCP and AWS.
• Ability to develop data science solutions in SQL, Python, and/or R and use open‑source tools.

Responsibilities

• Lead design, development, and deployment of advanced ML models and algorithms to solve complex business problems.
• Implement robust MLOps practices for model training, versioning, monitoring, and deployment.
• Design experiments and statistical frameworks to evaluate impact of data science solutions.
• Collaborate with data engineers, product owners, sales leaders, and IT to deliver scalable solutions.
• Champion best practices in data governance, model validation, and ethical AI.

Skills

Machine learning

Statistical modeling

NLP/LLM

Cloud (GCP/AWS)

Python / R / SQL

Communication

Agile

ERP/CRM familiarity

Tools

MLOps

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 and through our businesses including Trane and Thermo 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

Virtual

Remote Location -

The CHVAC Analytics & Technology Solutions team mission is to harness data and technology to solve business challenges, implement AI-driven solutions, and build scalable data products to drive revenue growth, improve productivity, and add customer value.

We are seeking a senior data scientist to partner with stakeholders, program managers, and other data science functions to translate the CHVAC Analytics & Technology Solutions team’s data into value. This role collaborates across sales, IT, and other business functions to translate complex, raw data into actionable insights, leveraging advanced data science techniques to solve critical problems, drive innovation, and support strategic decision-making.

What You Will Do

• Responsibilities:
  • Model Development & Data Strategy: Lead the design, development, and deployment of advanced machine learning models and algorithms to solve complex business problems
  • Model Deployment: Implement robust MLOps practices to ensure seamless deployment and scalability of predictive models. This includes automating model training, versioning, monitoring, and deployment processes to enable fast, reliable delivery of machine learning solutions into production environments.
  • Model Evaluation: Develop robust design of experiments and statistical frameworks to evaluate and measure the impact of your data science solutions.
  • Collaboration with Cross-Functional Teams: Work closely with a strong team of data engineers, product owners, sales leaders, and IT to build scalable and high-impact solutions. Collaborate on the end-to-end development process, from ideation to deployment, ensuring that data-driven solutions are seamlessly integrated into our products and services.
  • Pioneer peer reviews and fosters a culture of continuous improvement and learning
  • Champion best practices in data science, including data governance, model validation, and ethical AI considerations
  • Highlight opportunities to use new data sources and new data science tools that are value-adding and cost effective

What You Will Bring

• You have 6+ years of experience in data science & machine learning, ideally within the manufacturing, HVAC or Supply Chain industry.
• You are an expert in machine learning and statistical model development and have experience designing experiments to evaluate and measure the impact of your models.
• You have a proven track record of deploying highly impactful machine learning models into production environments
• Experience with Cloud environments, preferably GCP and AWS
• Capability to develop data science solutions in SQL, R, and/or Python, as well as utilize and adapt open-source solutions
• Proficiency to convey, in simple terms complex mathematical and statistical concepts and how they relate to the business challenge
• Strong communication skills, with the ability to work in a team and collaborate with other data professionals and business stakeholders
• Demonstrated prior experience in NLP, large language models, or generative AI
• Agile experience a plus
• Experience with ERP, CRM Systems is a plus
• Excellent written and verbal communication skills

Annual Base Salary Range Or Hourly Base Pay Range

$117,673.33 - $164,675.00

Compensation Type

Salary

Incentive Eligible

Yes

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.
• Paid time off includes up to 15 vacation days, paid holidays, sick leave, and additional options to support volunteer and parental leave.
• 401K match up, educational and training opportunities through company programs along with tuition assistance and student debt support.

Disclaimer

Benefit offerings may vary by site as well as Collective Bargaining 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.