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Advanced Analytics Manager

ABM Industries
  • Dunwoody, GA
    15 days ago

    Job Description

    Overview

    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.

    In addition, this role will informally serve as a mentor and technical guide to junior resources across reporting, diagnostic, and predictive analytics, helping elevate the entire team’s capabilities while setting the standard for technical rigor and innovation. 

    Benefit Information:
    ABM offers a comprehensive benefits package. For information about ABM’s benefits, visit 2026 Recruiting Flyer - Staff & Mgmt

    Responsibilities

    Hands-On Analytics & Technical Expertise

    • Solve key business problems by designing and executing advanced analyses (such as optimization models, predictive and prescriptive frameworks, scenario simulations, etc.)
    • Act as a technical expert across multiple technologies (R, SQL, Power BI, Salesforce, Snowflake, and others as needed)
    • 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 rep 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 Math, 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 as they apply to data analytics, including regression and 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 

    Numbers & Facts

    LocationDunwoody, GA
    IndustryBusiness Services - Other
    Company Size10,000 employees or more
    Year Founded1909
    Websitehttp://www.abm.com/

    About Company

    ABM offers a wide variety of service-related positions, including electricians, HVAC technicians, security officers, parking attendants, and cleaning jobs. ABM cares about your success.

    We provide training so that you learn new job skills and take pride in the quality service you're giving to clients. You'll look like the trained professional you are when you wear a ABM uniform.For your health and safety, we use non-toxic cleaning products and up-to-date equipment.

    Our internal training program focuses on teaching you the skills and processes that have helped many of our employees starting out as a janitor, cashier, security officer or building engineer grow into various management roles throughout the company. These jobs aren't your everyday at ABM; they are careers.

    Thousands of commercial, industrial, government and retail clients look to ABM for consistent quality service that meets their specialized facility service needs including commercial cleaning and maintenance, facility engineering, energy efficiency, parking and security services.

    With fiscal 2011 revenues of approximately $4.2 billion and nearly 100,000 employees, our 300+ offices across the U.S. and various international locales enable us to provide custom facility solutions to sites of all sizes — from neighborhood banks and schools to the largest and most complex facilities, such as corporate office parks and major airports.

    With more than 300+ offices located throughout the country, we are always accepting applications for janitorial maintenance, landscaping gardeners, security guards, parking attendants, shuttle drivers and building engineers.

    ABM IS AN EQUAL EMPLOYMENT OPPORTUNITY/AFFIRMATIVE ACTION EMPLOYER (MINORITY/FEMALE/VETERAN/DISABILITY)

    Skills

    • Analysis Skillsunmatched
    • Channel Strategiesunmatched
    • Coachingunmatched
    • Communication Skillsunmatched
    • Computer Scienceunmatched
    • Data Analysisunmatched
    • Decision Supportunmatched
    • Emerging Technologyunmatched
    • Establish Prioritiesunmatched
    • Experiment Designunmatched
    • Leadershipunmatched
    • Mathematicsunmatched
    • Mentoringunmatched
    • Model Validationunmatched
    • Power BIunmatched
    • Predictive Modelingunmatched
    • Problem Solving Skillsunmatched
    • Proposal Developmentunmatched
    • R Programming Languageunmatched
    • Reporting Dashboardsunmatched
    • Resource Managementunmatched
    • SQL (Structured Query Language)unmatched
    • Salesforce.comunmatched
    • Statistical Modelingunmatched
    • Statisticsunmatched
    • Structured Dataunmatched
    • Testingunmatched
    • Time Series Analysisunmatched

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