Summer Internship – IT & Data Analytics Intern (AI/ML Focus)

Sorry, this job was removed at 12:14 a.m. (CST) on Tuesday, May 12, 2026
Irving, TX, USA
In-Office
Manufacturing
Strategic Management Services
The Role

Meriton is a national team of experts driving HVAC innovation through a network of high-performing companies. From strategy and support to systems and solutions, we work behind the scenes to strengthen operations and build value—for our partners and our people.

If you’re looking to make an impact, we’re glad you’re here. At Meriton, you’ll join a team that believes in big ideas, doing great work, and building careers that matter—every step of the way.

Summer Internship – IT & Data Analytics Intern (AI/ML Focus) 

Location:                      Irving, TX (On-Site) 
Department:                 Meriton IT & Data Analytics 
Internship Type:          Summer Internship (Full‑Time) 
Reports To:                  Hiring Manager – Meriton Technology & Analytics 

 

 If you’re looking to make an impact, we’re glad you’re here. At Meriton, you’ll join a team that believes in big ideas, doing great work, and building careers that matter—every step of the way. 


About the Role 

Meriton is seeking a highly motivated IT & Data Analytics Intern with a strong interest in Artificial Intelligence, Machine Learning, and Data Science. This role is ideal for students who enjoy problem‑solving, exploring emerging technologies, and applying analytics to drive insights and operational excellence. 

You’ll work closely with the Meriton technology team to support internal analytics, automation projects, and AI‑driven initiatives that enhance business decision‑making and improve efficiency. 

 

Key Responsibilities 

AI & Data Analytics 

  • Assist in building and evaluating machine learning models, including data preprocessing, feature engineering, and model validation. 
  • Use tools such as Cursor, Claude Code, AI Foundry, and similar AI development platforms to prototype automation and analytics solutions. 
  • Conduct exploratory data analysis (EDA) on structured and unstructured datasets. 
  • Support the creation of dashboards, reports, and visualizations for business stakeholders. 
  • Research and recommend AI use cases that align with team strategy and business needs. 

IT & Technical Support 

  • Collaborate with IT partners to streamline workflows through scripts, automation, and analytics. 
  • Troubleshoot data, system, or integration issues as needed. 
  • Document technical processes, workflows, and best practices. 

AI Product & Tooling Initiatives 

  • Experiment with generative AI tools to assist with:  
  • Query generation 
  • Code generation & refactoring 
  • Data pipeline development 
  • Business insights summarization 
  • Workflow automation 
  • Partner with team members to test, evaluate, and implement AI‑powered solutions. 

 

Required Qualifications 

  • Currently pursuing a degree in Computer Science, Data Science, Information Systems, Statistics, Engineering, or related fields. 
  • Foundational coursework or hands‑on experience in:  
  • Artificial Intelligence / Machine Learning 
  • Data Science methodologies 
  • Python, R, SQL, or similar languages 
  • Comfortable working with modern AI coding tools such as:  
  • Cursor (AI coding environment) 
  • Claude Code / Claude AI 
  • AI Foundry or other LLM ops platforms 
  • Strong analytical thinking, problem‑solving abilities, and attention to detail. 
  • Eagerness to learn, experiment, and adopt emerging technologies. 

 

Preferred Qualifications 

  • Experience with:  
  • Jupyter Notebooks 
  • Pandas, NumPy, Scikit‑Learn, PyTorch or TensorFlow 
  • Git / version control 
  • Power BI or Tableau 
  • Familiarity with API calls, cloud platforms, or DevOps automation. 
  • Prior hands‑on project work involving AI agents, ML modeling, or generative AI use cases. 

Meriton is an equal opportunity employer

Employment practices will not be influenced or affected by an applicant’s or employee’s race, color, religion, sex (including pregnancy), national origin, age, disability, genetic information, sexual orientation, gender identity or expression, veteran status or any other legally protected status.  Reasonable accommodations will be made for qualified individuals with disabilities unless doing so would result in an undue hardship.

Salary ranges listed are dependent upon a candidate’s qualifications, experience, internal equity, and the budgeted amount for the specific role and location.

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The Company
HQ: Irving, TX
209 Employees
Year Founded: 2019

What We Do

Meriton has deep experience and a strong track record of success in the commercial HVAC industry. Our team makes long-term investments in top-tier, independent companies and brings them together to maximize our collective potential. Our portfolio has a footprint spread across 13 U.S. states between ten businesses: Air Equipment Company, CFM Company, Custom Mechanical Solutions, Engineered Equipment, Inc., HVAC RNTL, Integrated Cooling Solutions, Mechanical Products Nevada, Mechanical Products Southwest, Texas AirSystems and Vicon Equipment. For more information about our portfolio, visit our website. We are the leading network of exclusive manufacturers’ representatives in commercial and industrial HVAC equipment. Our business is driven by trusted relationships with manufacturer partners, building owners, contractors, engineers, and architects. At Meriton, our name embodies our team spirit and collaborative approach. It’s a combination of the words “merit” and “peloton”. Our company's legacy is rooted in the idea of 'merit' representing the hard work we put in to earn every win. Peloton, refers to cyclists who ride closely together to save energy and reduce wind resistance to help each other perform better in a race. That’s what we do here. Ride as a team. Reduce headwinds. Help each other grow, build and win. At Meriton we're Accelerating Excellence every day.

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