companyAECOM logo

AI Engineer at AECOM | Singapore

AECOMSingapore
On-site Full-time

Clicking Apply Now takes you to AutoApply where you can tailor your resume and apply.


Unlock Your Potential

Generate Job-Optimized Resume

One Click And Our AI Optimizes Your Resume to Match The Job Description.

Is Your Resume Optimized For This Role?

Find Out If You're Highlighting The Right Skills And Fix What's Missing

Experience Level

Mid to Senior

Qualifications

Bachelor’s, Master’s, or PhD in Computer Science, Data Science, Artificial Intelligence, or a related engineering discipline; advanced degrees (Master’s or PhD) are preferred. A minimum of 4 years of experience in AI/ML development, ideally within domains such as spatial/geometric analysis, geospatial data, or engineering applications. Strong proficiency in Python and familiarity with relevant ML/DL tools and libraries. Comprehensive understanding of data pipelines, statistical methods, and model evaluation techniques. A collaborative team player with exceptional communication skills, capable of engaging effectively with both technical and non-technical stakeholders.

About the job

Join our forward-thinking Digital team as an AI Engineer / Machine Learning Engineer, where your innovative ideas will help shape the future of advanced AI solutions.

In this dynamic role, you will collaborate closely with senior architects and interdisciplinary teams to harness artificial intelligence, particularly large language models (LLMs) and machine learning (ML), to tackle intricate challenges within the built environment. Your contributions will be vital in developing AI-driven tools that enhance automation and optimize engineering workflows, from infrastructure systems to building design.

This position demands strong hands-on expertise in Python programming, machine learning methodologies, and familiarity with large language models. You will play a crucial role in implementing and maintaining scalable, reliable, and user-centered AI solutions. Be part of our mission to revolutionize infrastructure design and delivery, utilizing cutting-edge technologies to address critical challenges facing our cities and communities.

Key Responsibilities:

  • Develop and refine AI/ML models in alignment with regulatory standards and core engineering principles.
  • Utilize spatial data, 3D models, engineering constraints, and historical records to enhance design precision, safety, and efficiency.
  • Integrate rule-based logic with machine learning techniques to create robust scripts and scalable model training pipelines using Python.
  • Showcase proficiency in Python and experience with ML/DL frameworks (e.g., PyTorch, TensorFlow, scikit-learn), and geospatial libraries (e.g., GeoPandas, Shapely, ArcPy, FME).
  • Design and deploy AI tools into engineering workflows using APIs, dashboards, or custom plug-ins that integrate seamlessly with existing tools (e.g., ArcGIS, AutoCAD Civil 3D, Revit, Rhino).
  • Collaborate with civil engineers, utility specialists, and GIS/BIM specialists to convert infrastructure planning and design challenges into AI-enhanced solutions.

About AECOM

Work with Us. Change the World. At AECOM, we are committed to creating a better world. From improving commutes and providing clean water to transforming skylines, our work empowers people and communities to thrive. As the world’s trusted infrastructure consulting firm, we partner with clients to address complex challenges and build legacies for future generations. Now is an exciting time to join AECOM. With increasing infrastructure investments worldwide, our services are in high demand. We welcome your bold ideas and aspirations as part of our global team of over 50,000 professionals—including planners, designers, engineers, scientists, digital innovators, and construction managers—delivering impactful projects around the globe. Together, we are one global team united by our mission to deliver a better world. Join us!

Similar jobs

Tailoring 0 resumes

We'll move completed jobs to Ready to Apply automatically.