Senior Data Scientist
Description
Title: Data Scientist III
Reports To: Sr. Manager, Business Intelligence
Department: Revenue Strategy and Planning
Location: Cincinnati, OH
Position Status: Salary Exempt
About DMG:
Divisions Maintenance Group provides facility maintenance services to retail chains and distribution and fulfillment centers across the country.
We are leading the way with our technology, creating world-class products that are revolutionizing the industry and fulfilling our brand promise of “Uninterrupted Peace of Mind.”
DMG is a Certified Great Place to Work with a strong, inclusive culture and top-notch benefits.
Job Summary:
DMG operates a tech-enabled facilities maintenance marketplace serving a large and growing customer base across multiple segments. The Revenue Strategy & Planning team has built a strong data infrastructure, and now we need someone to turn that data into pricing intelligence.
The Data Scientist III sits on the Business Intelligence team, which is dedicated to strategic, long-cycle analytical work rather than day-to-day deal execution. Your models will be operationalized by the Pricing Engineer and used by the Sales Ops execution team to win deals.
This role is designed for an experienced applied data scientist who can build models that go into production and directly influence deal outcomes, not someone looking for pure research or reporting.
What You'll Do:
- Pricing Model Development - Build and iterate on pricing models that determine how we bid across trades, geographies, and customer segments. Models need to account for provider economics, competitive positioning, and margin targets.
- Win/Loss Analytics - Own the analysis of deal outcomes. Identify pricing sensitivity by trade, customer segment, and competitive set. Build an analytical foundation that tells us why we win and why we lose.
- Margin Prediction & Accuracy - Develop and maintain margin prediction models that compare quoted margins to realized margins on completed work. Find systematic prediction errors and correct them.
- Model Validation - Track how pricing models perform against deals priced outside of the standard model. Use this data to measure model effectiveness and identify areas for improvement.
- Total Cost of Ownership & Value Modeling - Support the development of Total Cost of Ownership frameworks that help the sales organization compete on value instead of rate. Quantify the cost advantages our marketplace model provides to customers.
- Revenue Analytics - Use structured revenue decomposition methods to identify where growth is coming from and where execution is breaking down at the account level.
- Other duties as assigned by management.
What You Need:
- Bachelor’s degree in an analytical field such as Data Science, Computer Science, Applied Mathematics, Operations Research or Economics. PhD is preferred but not required.
- 7+ years building pricing systems, CPQ platforms, or revenue operations tooling in a production environment.
- Advanced SQL skills with experience in Snowflake or a comparable cloud data platform.
- Python mastery for automation, data pipelines, and model operationalization.
- Experience translating analytical models into production systems that non-technical users can operate.
- Understanding of facilities maintenance, services marketplaces, or multi-trade pricing is a strong plus.
- Comfort using AI tools to speed up coding, problem-solving, and documentation.
- Ownership-oriented mindset with attention to detail and a focus on reliability.
- Ability to manage the stress of a fast-paced environment.
- Ability to meet the in-person requirements of the team and/or business needs.
What You'll Get:
At DMG, you’ll be part of an amazing team that encourages learning, growth, and advancement. Our company has an entrepreneurial spirit that rewards self-starters and encourages employees to take charge of their own careers.
Some of our many benefits include:
- Health, dental and vision coverage on day 1.
- Dollar-for-dollar 401K match up to 4% of salary with immediate 100% vesting.
- Paid Primary and Secondary Caregiver leave.
- Employee Assistance Program to assist with everyday challenges.
- Paid time off to volunteer.
Divisions Maintenance Group is an equal opportunity employer.
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