Full-Time

Lead Data Analyst

Updated on 8/1/2026

Service Experts

Service Experts

1,001-5,000 employees

Nationwide HVAC, plumbing and electrical services

No salary listed

Richardson, TX, USA

In Person

Category
Data & Analytics (1)
Required Skills
LLM
Power BI
Python
Data Visualization
SQL
Machine Learning
A/B Testing
Business Analytics
Databricks
Data Analysis

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Requirements
  • At least 6 years of professional experience in advanced data analysis, machine learning, or a related analytics role.
  • A Master's degree in Data Science, Analytics, Machine Learning, Statistics, or a related quantitative field is required.
  • Expert proficiency in Python for data analysis and modeling.
  • Strong experience with Databricks or a similar distributed computing or cloud platform.
  • High proficiency in reporting tools such as Power BI.
  • Expertise in statistical analysis, predictive modeling, machine learning algorithms, and data manipulation such as SQL.
  • Strong understanding of business performance drivers and the ability to translate technical findings and complex models into clear business implications.
  • Excellent verbal and written communication skills, including the ability to present complex data and model concepts clearly to executive leadership.
  • Demonstrated ability to mentor peers, conduct code reviews, and contribute to team skill development.
  • Demonstrated experience using AI-assisted development tools such as Microsoft Copilot, Databricks AI, or similar platforms, including the ability to craft effective prompts to accelerate model development, code generation, analysis workflows, and insight delivery.
Responsibilities
  • Consult with business leaders to drive improved business performance through advanced statistical analysis, machine learning techniques, and operational research.
  • Provide prescriptive and predictive analytics expertise to support stakeholders in identifying opportunity areas, building robust models, and deploying data-driven solutions.
  • Leverage AI-assisted development tools such as Microsoft Copilot and Databricks AI to accelerate model development, code generation, and insight delivery.
  • Design and execute rigorous statistical tests, including A/B testing, hypothesis testing, regression analysis, and significance testing, to validate findings and support data-driven decisions.
  • Research, identify, and integrate new data sources and analytics pipelines to support strategic analyses and enhance existing models.
  • Develop presentations, reports, and narrative documents that translate complex analytical results and model outputs into clear, actionable business stories for audiences ranging from frontline teams to executive leadership.
  • Partner with cross-functional product teams to deliver and communicate outputs of advanced analyses in support of business priorities and product optimization.
  • Drive adoption of data-driven decision-making across the organization by advocating for best practices in model consumption, insights application, and analytical rigor.
  • Provide guidance and technical mentorship to junior and mid-level analysts, conduct code reviews, share best practices, and support skill development in analytics and artificial intelligence and machine learning.
  • Lead internal knowledge-sharing sessions, document reusable frameworks, and contribute to building a stronger analytical culture within the team.

Service Experts provides HVAC, plumbing, and electrical services across North America, operating 75+ locations nationwide. It offers repair, installation, and maintenance for home comfort systems, deploying trained technicians to diagnose and fix heating, cooling, plumbing, and electrical issues for residential and commercial customers. The company differentiates itself through its nationwide network and broad range of trades under one provider, enabling consistent service and coverage across many markets. Its goal is to be the trusted, widely accessible partner for essential home and business comfort and safety needs.

Company Size

1,001-5,000

Company Stage

Acquired

Total Funding

$341M

Headquarters

Jupiter, Florida

Founded

1996

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Simplify Jobs

Simplify's Take

What believers are saying

  • The Advantage Program adds subscription-like recurring revenue from equipment, maintenance, and repairs.
  • Texas expansion shows early franchise traction after the May 2025 launch.
  • Reported average gross revenue of $6,881,668 across 48 disclosed outlets benchmarks unit economics.

What critics are saying

  • Rapid Texas rollout raises execution risk, brand dilution, and uneven customer experience.
  • Non-HVAC franchise operators increase technician management, pricing, and service reliability failures.
  • Leasing-program delinquencies can pressure cash flow and weaken customer retention.

What makes Service Experts unique

  • Brookfield Infrastructure backs a nationwide residential HVAC franchise network founded in 1996.
  • Service Experts bundles training, lead generation, and national supplier partnerships for franchisees.
  • The Fulshear location targets dense Houston exurbs with 24-hour scheduling and local service coverage.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

401(k) Company Match

Life Insurance

Disability Insurance

Short-term Disability

Long-term Disability

Wellness Program

Gym Membership

PTO

Paid Vacation

Paid Holidays

Hybrid Work Options

Remote Work Options

Flexible Work Hours

Unlimited Paid Time Off

Conference Attendance Budget

Training Programs

Professional Development Budget

Stock Options

Company Equity

Phone/Internet Stipend

Home Office Stipend

Family Planning Benefits

Fertility Treatment Support

Adoption Assistance

Childcare Support

Elder Care Support

Mental Health Support

Legal Services

Pet Insurance

Me...

Growth & Insights and Company News

Headcount

6 month growth

11%

1 year growth

11%

2 year growth

11%
PR Newswire
Feb 19th, 2026
Service Experts awards two franchise locations within months of 2025 launch

Service Experts, a leading US residential HVAC service company, has awarded two franchise locations within months of launching its franchise programme in May 2025. The company secured locally owned centres in Tulsa, Oklahoma and Memphis, Tennessee. The franchise model offers entrepreneurs access to Service Experts' established operating system, including comprehensive training, lead-generation tools and national supplier partnerships. Franchisees can also offer the Service Experts Advantage Program, an equipment leasing programme that provides homeowners with high-efficiency systems, maintenance and repairs for a monthly payment. The first franchise went to Trey Thomas-Piazza in Tulsa, transitioning from corporate to local ownership. The second was awarded to Randy Joyner in Memphis, who brings over 20 years of HVAC business experience. Founded in 1996, Service Experts operates nationwide and is owned by Brookfield Infrastructure.

Globe Newswire
Sep 13th, 2023
Leading Hvac & Plumbing Company Giving Back To Local Make-A-Wish Chapters

Richardson, Texas, Sept. 13, 2023 (GLOBE NEWSWIRE) -- In honor of National Tune Up Day on September 25th, Service Experts Heating Air Conditioning LLC (“Service Experts”) has launched a September campaign that gives back to the global non-profit, Make-A-Wish®. For every tune-up any Service Experts center performs in the month of September, they will be making a $5 contribution to Make-A-Wish® of up to $20,000 to help grant life-changing wishes for children with critical illnesses. This campaign is a continuation of a successful 7 year partnership between Service Experts and Make-A-Wish®. Through efforts similar to this September campaign, Service Experts has raised more than $1,000,000 for Make-A-Wish® and helped grant over 100 wishes. Service Experts CEO, Rob Comstock says the company “takes great pride in serving our communities

Business Wire
Jan 18th, 2022
Skyway Capital Markets Announces Sale of Solar Solutions Provider Go Solar Power

Skyway Capital Markets served as the exclusive investment banker to Go Solar Power, LLC for its company sale.

Contractor Commerce
Jan 15th, 2022
Contractor Commerce will partner with Service Experts LLC on Dec 1st 22'.

In partnership with Service Experts, Contractor Commerce has already rolled out online stores for 10 of its locations as of late December.