AI Architect
@ AECOM

Singapore, Singapore
$150,000
On Site
Full Time
Posted 8 hours ago

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About AECOM

At AECOM, we are delivering a better world by solving the world’s most complex challenges and building legacies for future generations. With accelerating infrastructure investment worldwide, we invite you to bring your bold ideas and big dreams to our global team.

Job Overview

We are seeking a visionary and technically accomplished AI Architect to join our Digital team. In this senior role, you will lead the strategy, design, and delivery of advanced AI-driven solutions to transform infrastructure planning and design.

Responsibilities

  • Design scalable AI/ML architectures including model pipelines and deployment frameworks.
  • Define and drive the AI roadmap for infrastructure planning and design.
  • Guide development and fine-tuning of models ensuring compliance with engineering standards.
  • Develop scripts and scalable model training pipelines using Python.
  • Integrate AI tools with engineering tools such as ArcGIS, AutoCAD Civil 3D, Revit, Rhino, and FME.
  • Mentor AI engineers and collaborate with multidisciplinary teams.
  • Establish best practices for validation, versioning, and compliance of AI models.
  • Evaluate and introduce emerging AI technologies including LLMs, generative design, and reinforcement learning.

Qualifications

  • Bachelor’s, Master’s, or PhD in Computer Science, Data Science, AI or related fields.
  • 8+ years of AI/ML development experience with 3+ years in an architectural or leadership role.
  • Proficiency in Python and frameworks like PyTorch, TensorFlow, and scikit-learn.
  • Strong understanding of data architecture, MLOps, and cloud computing (Azure, GCP, AWS).
  • Excellent communication and stakeholder engagement skills.

About the Role at AECOM

As an AI Architect at AECOM, you will be a core member of our team, integrating advanced AI into engineering workflows to drive innovation and optimization across projects. You will collaborate with experts from various disciplines and help shape the future of infrastructure with cutting-edge technology.

Key skills/competency

  • AI Architecture
  • Machine Learning
  • Python
  • Data Ingestion
  • MLOps
  • Cloud Computing
  • Integration
  • Model Governance
  • Mentorship
  • Emerging Technologies

How to Get Hired at AECOM

🎯 Tips for Getting Hired

  • Customize your resume: Highlight AI and ML expertise.
  • Research AECOM: Understand their projects and values.
  • Emphasize technical skills: Detail Python and cloud experience.
  • Prepare examples: Showcase leadership in AI solutions.

📝 Interview Preparation Advice

Technical Preparation

Brush up on Python scripting skills.
Study scalable AI/ML architecture patterns.
Practice integration with engineering software.
Review cloud computing (Azure/GCP/AWS) basics.

Behavioral Questions

Describe a challenging leadership experience.
Explain collaboration with interdisciplinary teams.
Share a time you resolved project conflicts.
Discuss handling feedback in technical projects.

Frequently Asked Questions