Lead Analytics Architect: Predictive & Prescriptive

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

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.