ZipRecruiter

Log In

1

Ags Gaming Jobs (NOW HIRING)

AGS

Machine Learning Engineer

Duluth, GA · On-site

Job Overview The Data Scientist / ML Engineer builds and deploys predictive models and analytical systems that turn AGS's player and game data into quantitative insights that directly improve game ...

AGS

Field Service Technician

Lawrence, KS · On-site

$20.50 - $23.50/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

Field Service Technician

Las Vegas, NV · On-site

$21.50 - $31.50/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

Be Seen First

Field Service Technician

Las Vegas, NV · On-site

$21.50 - $31.50/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

Be Seen First

Field Service Technician

Atlantic City, NJ · On-site

$23 - $28/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

New

AGS

System Administrator

Duluth, GA · On-site

Job Overview The System Administrator will be the technical lead for AGS Advanced Gaming Operations department. The System Administrator will have ownership over the design, implementation, and ...

AGS

Field Service Technician

Baltimore, MD · On-site

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

Be Seen First

Field Service Technician

Kansas City, KS · On-site

$20.50 - $23.50/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

DevOps Platform Engineer

Duluth, GA · On-site

$48.50 - $66.50/hr

Executive/HR/IT * Date Posted: 07/20/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted ...

AGS

VP of Data & Analytics

Las Vegas, NV · On-site

Executive/HR/IT * Date Posted: 07/20/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted ...

AGS, LLC

Field Service Technician

Atlantic City, NJ · On-site

$20 - $27/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

New

AGS, LLC

Field Service Technician

Kansas City, KS · On-site

$20.50 - $23.50/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS, LLC

Field Service Technician

Las Vegas, NV · On-site

$21 - $31/hr

Join the Game: Become a Field Service Technician at AGS! Are you tech-savvy, ready to troubleshoot with the best, and have a passion for gaming? AGS is looking for a Field Service Technician to join ...

AGS

Technical Project Manager

Duluth, GA · On-site

Job Type: R&D/Game Development * Date Posted: 06/11/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are ...

AGS

Be Seen First

Field Service Supervisor

Reno, NV · On-site

$68K - $78K/yr

AGS' award-winning employee culture is unmatched among gaming equipment suppliers. The Company has won numerous awards for its employee experience, including 8 consecutive years (2017- 2024) as the ...

New

AGS

Scheduling Specialist

Oklahoma City, OK · On-site

Date Posted: 03/23/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted in the Class II ...

AGS

IT Support Manager

Las Vegas, NV · On-site

Executive/HR/IT * Date Posted: 07/06/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted ...

AGS

Be Seen First

Assembler I

Oklahoma City, OK · On-site

$16/hr

AGS' award-winning employee culture is unmatched among gaming equipment suppliers. The Company has won numerous awards for its employee experience, including 8 consecutive years (2017- 2024) as the ...

AGS

Assembler I

Oklahoma City, OK · On-site

$14.75 - $18.25/hr

Date Posted: 03/31/2026 About Us AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted in the Class II ...

next page

Showing results 1-20

All JobsAgs Gaming Jobs

Ags Gaming information

See salary details

$15

$17

$24

How much do ags gaming jobs pay per hour?

As of Aug 1, 2026, the average hourly pay for ags gaming in the United States is $18.00, according to ZipRecruiter salary data. Most workers in this role earn between $17.31 and $17.31 per hour, depending on experience, location, and employer.

What types of teams or departments do most roles at AGS Gaming collaborate with?

At AGS Gaming, team members often collaborate with a diverse range of departments, including game development, quality assurance, compliance, marketing, and customer service. Depending on your position, you may work closely with artists, engineers, regulatory experts, and sales professionals to bring gaming products to market and ensure smooth operations. This collaborative environment fosters creative problem-solving and helps deliver top-tier gaming solutions while meeting industry regulations. Being part of such a multidisciplinary team provides valuable learning opportunities and often leads to accelerated professional growth.

What are the key skills and qualifications needed to thrive in the Ags Gaming position, and why are they important?

To thrive at AGS Gaming, candidates should possess expertise in game design, software development, or casino operations, often supported by relevant degrees or industry experience. Familiarity with gaming platforms, regulatory compliance standards, and tools such as Unity, Unreal Engine, or slot machine systems is essential. Strong communication, creativity, and teamwork skills are highly valued for collaborating with cross-functional teams and driving innovation. These abilities ensure high-quality products, regulatory adherence, and a dynamic, engaging gaming experience.

What is an Ags Gaming job?

An AGS Gaming job typically involves working for AGS, a company that designs and manufactures gaming products such as slot machines, table games, and interactive gaming solutions. Employees may work in roles related to game development, software engineering, sales, customer support, or regulatory compliance. These jobs often require knowledge of the gaming industry, strong technical skills, and creativity. AGS Gaming professionals help develop and maintain engaging gaming experiences for casinos and other gaming establishments.

More about Ags Gaming jobs
What cities are hiring for Ags Gaming jobs? Cities with the most Ags Gaming job openings:
What are the most commonly searched types of Ags Gaming jobs? The most popular types of Ags Gaming jobs are:
What states have the most Ags Gaming jobs? States with the most job openings for Ags Gaming jobs include:
What job categories do people searching Ags Gaming jobs look for? The top searched job categories for Ags Gaming jobs are:
Ags Gaming jobs near you
Infographic showing various Ags Gaming job openings in the United States as of July 2026, with employment types broken down into 1% Internship, 31% Full Time, 1% Part Time, 54% Temporary, 12% Contract, and 1% Summer. Highlights an 85% Physical, 4% Hybrid, and 11% Remote job distribution, with an average salary of $37,439 per year, or $18 per hour.

Machine Learning Engineer

AGS

Duluth, GA • On-site

Full-time

Posted 10 days ago

Job description


Job Overview
The Data Scientist / ML Engineer builds and deploys predictive models and analytical systems that turn AGS's player and game data into quantitative insights that directly improve game design and commercial decisions. This role bridges behavioral data science (understanding how players interact with games) and production ML engineering (deploying models that actually reach decision-makers). It feeds game designers with data-driven design recommendations for the ML-driven game design initiative, supports yield management with predictive models for Interactive YieldMax, and enables operators to understand their player base more deeply - anchored to AGS's Tech & Data hero mission of an accessible data layer with live KPIs powering every decision.
Responsibilities
  • Build player session behavioral models - retention prediction, abandonment modeling, post-bonus behavior analysis, and bet escalation modeling from iGaming session data
  • Develop game performance prediction models - predict WPUPD, time on device, and floor longevity from game specification features and historical performance data, using a game feature extraction pipeline that reverse-engineers existing titles into structured, reusable features
  • Build math model optimization analytics - analyze actual vs. theoretical RTP, hit frequency, and bonus frequency; identify math model anomalies across the deployed fleet
  • Create player segmentation models - cluster players into behavioral archetypes (bonus hunters, jackpot chasers, base game grinders) to inform game design and operator recommendations
  • Support the Interactive YieldMax yield-management tool - build the underlying models that predict which AGS game maximizes performance in a given floor position, operator property, and player demographic
  • Build predictive maintenance models - analyze cabinet error logs and, as sensor/telemetry pipelines mature (Dynamics Field Service / Dataverse), incorporate telemetry to identify failure precursor patterns and predict component failures
  • Feed game design decisions - translate model outputs into game designer-friendly insights that are actionable in the game specification process
  • Design and analyze A/B tests - experimental design, statistical analysis, and results interpretation for game math variant testing (where regulatorily permitted)
  • Productionalize models - package models for deployment on Azure ML/Fabric, with MLflow-based registry, monitoring, and retraining pipelines

Skills/Requirements
  • 4-8 years of data science and/or ML engineering experience, with demonstrated production model deployment (not just notebook analysis)
  • Behavioral analytics expertise - has built retention, churn, or engagement models using event-level behavioral data (session logs, clickstreams, transaction sequences)
  • Strong Python and SQL skills - pandas, scikit-learn, XGBoost, statsmodels; can query the data warehouse independently (a mix of on-prem SQL Server and Salesforce today, migrating to Microsoft Fabric/OneLake) without relying on a data engineer for every analysis
  • Statistical rigor - survival analysis, A/B test design, causal inference, regression modeling; understands the difference between correlation and causation
  • Machine learning breadth - classification, regression, clustering, recommendation systems; can select the right modeling approach for each problem
  • Data communication skills - can translate model outputs into business-friendly language that game designers and commercial leaders can act on
  • Experience with messy, real-world data - comfortable where game features aren't fully documented and pipelines are still being built; doesn't require perfect data to deliver value
  • Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Mathematics, or related quantitative field

Preferred
  • Gaming, mobile gaming, or consumer behavioral analytics experience
  • Familiarity with casino game mechanics - RTP, volatility, Hold & Spin, theo index
  • Experience with time series analysis and anomaly detection for IoT/sensor data
  • Knowledge of responsible gambling data considerations
  • Experience with MLflow, Azure ML, or Fabric Notebooks/Spark for model lifecycle management

Note: All offers are contingent upon successful completion of a background check
*Posted positions are not open to third party recruiters and unsolicited resume submissions will be considered free referrals.
AGS is an equal opportunity employer
Job Snapshot
  • Location:
    Atlanta, Georgia
    Duluth, Georgia
  • Job Type:
    Executive/HR/IT
  • Date Posted:
    07/20/2026

About Us
AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted in the Class II Native American gaming market, and our customer-centric culture and growth have helped us branch out to become a leading all-inclusive commercial gaming supplier. Powered by high-performing Class II and Class III slot products, an expansive table products portfolio, real-money gaming platforms and content, highly rated social casino solutions for operators and players, and best-in-class service, we offer an unmatched value proposition for our casino partners. Learn more at www.playags.com.
Job Snapshot
  • Location:
    Atlanta, Georgia
    Duluth, Georgia
  • Job Type:
    Executive/HR/IT
  • Date Posted:
    07/20/2026

Job Description
Job Overview
The Data Scientist / ML Engineer builds and deploys predictive models and analytical systems that turn AGS's player and game data into quantitative insights that directly improve game design and commercial decisions. This role bridges behavioral data science (understanding how players interact with games) and production ML engineering (deploying models that actually reach decision-makers). It feeds game designers with data-driven design recommendations for the ML-driven game design initiative, supports yield management with predictive models for Interactive YieldMax, and enables operators to understand their player base more deeply - anchored to AGS's Tech & Data hero mission of an accessible data layer with live KPIs powering every decision.
Responsibilities
  • Build player session behavioral models - retention prediction, abandonment modeling, post-bonus behavior analysis, and bet escalation modeling from iGaming session data
  • Develop game performance prediction models - predict WPUPD, time on device, and floor longevity from game specification features and historical performance data, using a game feature extraction pipeline that reverse-engineers existing titles into structured, reusable features
  • Build math model optimization analytics - analyze actual vs. theoretical RTP, hit frequency, and bonus frequency; identify math model anomalies across the deployed fleet
  • Create player segmentation models - cluster players into behavioral archetypes (bonus hunters, jackpot chasers, base game grinders) to inform game design and operator recommendations
  • Support the Interactive YieldMax yield-management tool - build the underlying models that predict which AGS game maximizes performance in a given floor position, operator property, and player demographic
  • Build predictive maintenance models - analyze cabinet error logs and, as sensor/telemetry pipelines mature (Dynamics Field Service / Dataverse), incorporate telemetry to identify failure precursor patterns and predict component failures
  • Feed game design decisions - translate model outputs into game designer-friendly insights that are actionable in the game specification process
  • Design and analyze A/B tests - experimental design, statistical analysis, and results interpretation for game math variant testing (where regulatorily permitted)
  • Productionalize models - package models for deployment on Azure ML/Fabric, with MLflow-based registry, monitoring, and retraining pipelines

Skills/Requirements
  • 4-8 years of data science and/or ML engineering experience, with demonstrated production model deployment (not just notebook analysis)
  • Behavioral analytics expertise - has built retention, churn, or engagement models using event-level behavioral data (session logs, clickstreams, transaction sequences)
  • Strong Python and SQL skills - pandas, scikit-learn, XGBoost, statsmodels; can query the data warehouse independently (a mix of on-prem SQL Server and Salesforce today, migrating to Microsoft Fabric/OneLake) without relying on a data engineer for every analysis
  • Statistical rigor - survival analysis, A/B test design, causal inference, regression modeling; understands the difference between correlation and causation
  • Machine learning breadth - classification, regression, clustering, recommendation systems; can select the right modeling approach for each problem
  • Data communication skills - can translate model outputs into business-friendly language that game designers and commercial leaders can act on
  • Experience with messy, real-world data - comfortable where game features aren't fully documented and pipelines are still being built; doesn't require perfect data to deliver value
  • Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Mathematics, or related quantitative field

Preferred
  • Gaming, mobile gaming, or consumer behavioral analytics experience
  • Familiarity with casino game mechanics - RTP, volatility, Hold & Spin, theo index
  • Experience with time series analysis and anomaly detection for IoT/sensor data
  • Knowledge of responsible gambling data considerations
  • Experience with MLflow, Azure ML, or Fabric Notebooks/Spark for model lifecycle management

Note: All offers are contingent upon successful completion of a background check
*Posted positions are not open to third party recruiters and unsolicited resume submissions will be considered free referrals.
AGS is an equal opportunity employer
About Us
AGS is a global company focused on creating a diverse mix of entertaining gaming experiences for every kind of player. Our roots are firmly planted in the Class II Native American gaming market, and our customer-centric culture and growth have helped us branch out to become a leading all-inclusive commercial gaming supplier. Powered by high-performing Class II and Class III slot products, an expansive table products portfolio, real-money gaming platforms and content, highly rated social casino solutions for operators and players, and best-in-class service, we offer an unmatched value proposition for our casino partners. Learn more at www.playags.com.

Apply