Advanced Analytics Manager

ABM Industries; Dunwoody (GA); On-site; USD 140,000 - 170,000; Full time

Job summary

ABM Industries is seeking an Advanced Analytics Manager to own the design and delivery of predictive and prescriptive analyses, moving beyond reporting to decision‑ready insights. This hands‑on role requires technical depth and a track record of translating complex outputs into practical business recommendations.

You will lead hands‑on analytics, mentor junior staff, and help set technical standards while embedding analytics into dashboards and workflows for broad adoption.

Qualifications

• Bachelor’s degree in Mathematics, Statistics, Computer Science, or related field.
• Master’s degree in Analytics, Decision Sciences, Applied Mathematics, or related field preferred.
• 8+ years of experience in analytics, with at least 3 years building predictive/prescriptive models hands-on.
• Deep understanding of statistical theory and methods such as regression, correlation, experimental design, sampling, probability distributions, time series analysis, and hypothesis testing.
• Demonstrated ability to apply statistical rigor to model development, validation, and interpretation.
• Advanced proficiency in R, SQL, Excel, DAX, and Power BI; experience building, testing, and optimizing models.
• Strong ability to communicate technical outputs to senior business leaders in actionable terms.
• Proven success mentoring analysts across reporting, diagnostic, and predictive disciplines.

Responsibilities

• Solve key business problems by designing and executing advanced analyses such as optimization models, predictive and prescriptive frameworks, and scenario simulations.
• Act as a technical expert across multiple technologies (R, SQL, Power BI, Salesforce, Snowflake, and others).
• Rapidly learn and apply new tools, libraries, and techniques to solve complex business problems.
• Collaborate with other analytics resources on development to enhance forecasting and build prescriptive layers on top of predictive outputs.
• Translate technical work into business‑friendly recommendations that drive adoption.
• Support the data & reporting team with report development and maintenance as needed.

Skills

Advanced analytics leadership

Communication to senior leaders

Mentorship

Education

Bachelor’s degree in Mathematics, Statistics, Computer Science, or related field

Master’s degree in Analytics, Decision Sciences, Applied Mathematics, or related field

Tools

R

SQL

Power BI

Excel

DAX

Salesforce

Snowflake

Job description

Job Description

The Advanced Analytics Manager is a highly technical, hands‑on role responsible for conducting complex analyses that move ABM beyond reporting into decision‑ready insights. This individual will own the design and delivery of predictive and prescriptive analyses while continuously experimenting with emerging technologies and methods.

Responsibilities

Hands‑On Analytics & Technical Expertise

• Solve key business problems by designing and executing advanced analyses such as optimization models, predictive and prescriptive frameworks, and scenario simulations.
• Act as a technical expert across multiple technologies (R, SQL, Power BI, Salesforce, Snowflake, and others).
• Rapidly learn and apply new tools, libraries, and techniques to solve complex business problems.
• Collaborate with other analytics resources on development to enhance forecasting and build prescriptive layers on top of predictive outputs.
• Translate technical work into business‑friendly recommendations that drive adoption.
• Support the data & reporting team with report development and maintenance as needed.

Team Enablement & Mentorship

• Provide informal leadership and mentorship to junior analytics staff.
• Coach team members on methods, tools, and the translation of outputs into decision‑ready products.
• Advocate for best practices in coding, documentation, reproducibility, and deployment of models.
• Partner with Analytics leadership to set technical standards for the analytics function.

Governance & Adoption

• Ensure transparency, fairness, and explainability in all deliverables.
• Embed decision‑support outputs into dashboards and workflows as needed.
• Promote adoption of advanced analytics through storytelling and practical examples.

Example Projects

• Develop an RFP/account prioritization scoring model combining structured Salesforce data and unstructured proposal text.
• Build account engagement scoring model to optimize outreach by fit and predicted conversion.
• Create targeted coaching and enablement intervention models based on representative performance and training data.
• Run scenario simulations to optimize resource allocation across verticals or markets.
• Deploy a marketing spend optimization model to recommend budget allocation by channel.

Qualifications

• Bachelor’s degree in Mathematics, Statistics, Computer Science, or related field.
• Master’s degree in Analytics, Decision Sciences, Applied Mathematics, or related field preferred.
• 8+ years of experience in analytics, with at least 3 years building predictive/prescriptive models hands‑on.
• Deep understanding of statistical theory and methods such as regression, correlation, experimental design, sampling, probability distributions, time series analysis, and hypothesis testing.
• Demonstrated ability to apply statistical rigor to model development, validation, and interpretation.
• Advanced technical proficiency in R, SQL, Excel, DAX, and Power BI; experience building, testing, and optimizing models.
• Demonstrated ability to learn new tools and technologies quickly and apply them to real‑world problems.
• Strong ability to communicate technical outputs to senior business leaders in actionable, accessible terms.
• Proven success mentoring analysts across reporting, diagnostic, and predictive disciplines.

About ABM

ABM (NYSE: ABM) is one of the world’s largest providers of integrated facility, engineering, and infrastructure solutions. Every day, our over 100,000 team members deliver essential services that make spaces cleaner, safer, and more efficient, enhancing the overall occupant experience. ABM serves a wide range of market sectors including commercial real estate, aviation, education, mission critical, and manufacturing and distribution. With over $8 billion in annual revenue and a blue‑chip client base, ABM delivers innovative technologies and sustainable solutions that enhance facilities and empower clients to achieve their goals.

ABM is an Equal Employment Opportunity (EEO) employer that does not discriminate on the basis of any trait or characteristic protected by applicable federal, state, or local law, including disability and protected veteran status. ABM is committed to working with and providing reasonable accommodation to individuals with disabilities. If you have a disability and need assistance completing the employment application, please call 888‑328‑8606. ABM participates in the U.S. Department of Homeland Security E‑Verify program. ABM is a military‑friendly company proudly employing thousands of men and women who have served in the U.S. military. ABM directs all applicants to apply at www.abm.com/careers.