Data Scientist

AECOM; Chicago (IL); Hybrid; USD 97,000 - 138,000; Full time

Job summary

AECOM Technical Services, Inc. seeks a Data Scientist in Chicago, IL to design and deploy AI/ML and advanced analytics across transportation and emerging technologies.

You will build end-to-end data solutions, validate models, and collaborate with data and systems engineers to scale production-grade pipelines. Required skills include Python, R, SQL, C++, JavaScript, cloud platforms (AWS/Azure/GCP), and BI visualization tools.

Qualifications

• Data analysis, statistical modeling, and machine learning techniques, including regression, classification, clustering, time-series, optimization

Responsibilities

• Design, develop, and deploy AI/ML and advanced analytics solutions to address business, operational, and emerging technology challenges
• Build, validate, and optimize statistical, predictive, and machine learning models using methods such as regression, classification, clustering, time-series analysis, and deep learning
• Develop end-to-end data solutions, including data ingestion, preparation, modeling, deployment, and insight generation
• Evaluate model performance, monitor data and model drift, and improve accuracy, reliability, and scalability of analytical solutions
• Manage, analyze, and visualize complex datasets to support transportation systems, emerging technologies, and intelligent transportation solutions
• Research and assess current state-of-the-practice and emerging innovations in areas such as connected and automated vehicles, smart mobility, tolling technologies, ITS systems, GIS applications, and data-driven transportation systems
• Apply data management and systems engineering principles to ensure data quality, governance, security, and compliance
• Collaborate with data engineers and systems engineers to design scalable, reliable, and production-ready data pipelines and analytical platforms
• Transform analytical outputs into clear, actionable insights through dashboards, reports, visualizations, and presentations for technical and non-technical stakeholders
• Partner with internal teams and external agencies to define KPIs, performance metrics, and success criteria for data-driven initiatives
• Support systems engineering, planning, and design efforts for emerging technology and ITS projects
• Develop custom analytical and software tools, including front-end interfaces and back-end components
• Prepare technical documentation, reports, calculations, and visual aids for project deliveries
• Provide project meeting support and coordination among agencies, stakeholders, and multidisciplinary teams
• Perform analytical, software, and systems engineering tasks using established techniques while adapting solutions
• Telecommuting permitted up to 4 days per week

Skills

Python

R

SQL

C++

JavaScript

Power BI

Tableau

Looker

AWS

Azure

GCP

CI/CD

Docker

Education

Bachelor's degree in Business Analytics, Data Science, Computer Science, or related field

Master's degree in Business Analytics, Data Science, Computer Science, or related field

Tools

Docker

CI/CD pipelines

Power BI

Tableau

Looker

Job description

At AECOM, we're delivering a better world. Whether improving your commute, keeping the lights on, providing access to clean water, or transforming skylines, our work helps people and communities thrive. We are the world's trusted infrastructure consulting firm, partnering with clients to solve the world's most complex challenges and build legacies for future generations.

There has never been a better time to be at AECOM. With accelerating infrastructure investment worldwide, our services are in great demand. We invite you to bring your bold ideas and big dreams and become part of a global team of nearly 50,000 planners, designers, engineers, scientists, digital innovators, program and construction managers and other professionals delivering projects that create a positive and tangible impact around the world.

We're one global team driven by our common purpose to deliver a better world. Join us.

Work with Us. Change the World.

Job Description

AECOM Technical Services, Inc. is seeking a Data Scientist in Chicago, IL,

Job Details:

• Design, develop, and deploy AI/ML and advanced analytics solutions to address business, operational, and emerging technology challenges
• Build, validate, and optimize statistical, predictive, and machine learning models using techniques such as regression, classification, clustering, time-series analysis, and deep learning
• Develop and deliver end-to-end data solutions, including data ingestion, preparation, modeling, deployment, and insight generation
• Evaluate model performance, monitor data and model drift, and continuously improve accuracy, reliability, and scalability of analytical solutions
• Manage, analyze, and visualize complex datasets to support transportation systems, emerging technologies, and intelligent transportation solutions
• Research and assess current state-of-the-practice and emerging innovations in areas such as connected and automated vehicles, smart mobility, tolling technologies, ITS systems, GIS applications, and data-driven transportation systems
• Apply data management and systems engineering principles, frameworks, and best practices to ensure data quality, governance, security, and compliance
• Collaborate with data engineers and systems engineers to design scalable, reliable, and production-ready data pipelines and analytical platforms
• Transform analytical outputs into clear, actionable insights through dashboards, reports, visualizations, and presentations for technical and non-technical stakeholders
• Partner with internal teams and external agencies to define KPIs, performance metrics, and success criteria for data-driven initiatives
• Support systems engineering, planning, and design efforts for emerging technology and ITS projects, including connected and automated vehicle deployments and advanced transportation technologies
• Develop custom analytical and software tools, including conceptual designs, front-end interfaces, and back-end components
• Prepare technical documentation, reports, calculations, and visual aids for project deliverables and presentations
• Provide project meeting support and assist with coordination among agencies, stakeholders, and multidisciplinary teams
• Perform analytical, software, and systems engineering tasks using established techniques, procedures, and methodologies while exercising sound judgment in adapting solutions
• Telecommuting permitted up to 4 days per week

Qualifications

Candidates must have a Bachelor's degree in Business Analytics, Data Science, Computer Science, or a related field of study and 3 years of experience as a Data Scientist, Data Analyst, or in a related occupation.

Alternatively, the employer will accept a Master's degree in Business Analytics, Data Science, Computer Science, or a related field of study and 1 year of experience as a Data Scientist, Data Analyst, or in a related occupation.

Position requires experience in the following:

• Data analysis, statistical modeling, and machine learning techniques, including regression, classification, clustering, time-series, optimization
• Developing end-to-end data solutions including data ingestion, transformation, modeling, and insight delivery
• Microsoft Office suite, including Excel, Access, Word, PowerPoint, Teams, and SharePoint
• Programming languages, including Python, R, SQL, C++, and JavaScript
• Designing, deploying, and monitoring AI and ML models in production environments
• Cloud platforms, including AWS, Azure, GCP
• Cloud-based analytics and ML tools, including Azure
• MLOps practices, Docker containerization, and CI and CD pipelines
• Business intelligence and visualization tools, including Power BI, Tableau, and Looker

Additional Information

All your information will be kept confidential according to EEO guidelines.

At AECOM, we are committed to maintaining a secure and trustworthy recruitment process and take any fraudulent hiring activity seriously.

To support this commitment, all newly hired employees are required to attend an in-person Day 1 onboarding at an AECOM office location as a condition of employment.

Offered rate of compensation will be based on individual education, qualifications, experience, and work location. The range for this position is $97490 to $137825.

About AECOM

AECOM is proud to offer comprehensive benefits to meet the diverse needs of our employees. Depending on your employment status, AECOM benefits may include medical, dental, vision, life, AD&D, disability benefits, paid time off, leaves of absences, voluntary benefits, perks, flexible work options, well-being resources, employee assistance program, business travel insurance, service recognition awards, retirement savings plan, and employee stock purchase plan.

AECOM is the global infrastructure leader, committed to delivering a better world. As a trusted professional services firm powered by deep technical abilities, we solve our clients’ complex challenges in water, environment, energy, transportation and buildings. Our teams partner with public- and private-sector clients to create innovative, sustainable and resilient solutions throughout the project lifecycle – from advisory, planning, design and engineering to program and construction management. AECOM is a Fortune 500 firm that had revenue of $16.1 billion in fiscal year 2025. Learn more at aecom.com.

What makes AECOM a great place to work

You will be part of a global team that champions your growth and career ambitions. Work on groundbreaking projects - both in your local community and on a global scale - that are transforming our industry and shaping the future. With cutting-edge technology and a network of experts, you’ll have the resources to make a real impact. Our award-winning training and development programs are designed to expand your technical expertise and leadership skills, helping you build the career you’ve always envisioned. Here, you’ll find a welcoming workplace built on respect, collaboration and community—where you have the freedom to grow in a world of opportunity.

As an Equal Opportunity Employer, we believe in your potential and are here to help you achieve it. All your information will be kept confidential according to EEO guidelines.

Compensation: USD 97490 - USD 137825 - yearly

Work Location Model: Hybrid