Senior AI Engineer

AECOM
Singapore
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsSkills: ["Communication","Collaboration","Teamwork"]

Build and fine-tune AI/ML solutions that support AECOM’s built-environment projects, applying large language models and machine learning to improve automation and optimization across engineering workflows. Develop scalable training pipelines and Python-based tools, using spatial and 3D/engineering data to enhance accuracy, safety, and efficiency. Deploy AI into real workflows via APIs, dashboards, and integrations with ArcGIS, AutoCAD Civil 3D, Revit, and more.

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FursaFursa
AECOM
AECOM
1 day ago

Senior AI Engineer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 22 hours agoStatus: Live

Job Summary

Build and fine-tune AI/ML solutions that support AECOM’s built-environment projects, applying large language models and machine learning to improve automation and optimization across engineering workflows. Develop scalable training pipelines and Python-based tools, using spatial and 3D/engineering data to enhance accuracy, safety, and efficiency. Deploy AI into real workflows via APIs, dashboards, and integrations with ArcGIS, AutoCAD Civil 3D, Revit, and more.
Location: Singapore
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Develop and fine-tune AI/ML models to align with regulatory requirements and engineering principles.
  • •Use spatial data, 3D models, engineering constraints, and historical/analogue records to improve design accuracy, safety, and efficiency.
  • •Build robust scripts and scalable model training pipelines using Python, combining rule-based logic and ML techniques.
  • •Develop and deploy AI tools into engineering workflows via APIs, dashboards, or custom plug-ins integrated with tools like ArcGIS, AutoCAD Civil 3D, Revit, and Rhino.
  • •Collaborate with civil engineers, utility specialists, and GIS/BIM specialists to translate planning and design challenges into AI-powered solutions.

Pay and Benefits

Equity and Bonus:Equity
Perks:Health InsuranceDentalVisionPaid LeaveRetirement SavingsEquityDisability BenefitsFlexible WorkEmployee AssistanceTravel AllowancePaid Leaves

Key Requirements

  • •Bachelor’s, Master’s, or PhD in Computer Science, Data Science, Artificial Intelligence, or a related engineering discipline (Master’s/PhD preferred).
  • •At least 5 years of experience in AI/ML development, preferably with spatial/geometric analysis, geospatial data, or engineering applications.
  • •Proficient in Python and familiar with relevant ML/DL tools and libraries.
  • •Strong understanding of data pipelines, statistical methods, and model evaluation techniques.
  • •Excellent communication skills and ability to collaborate across technical and non-technical stakeholders.
Experience:5+ yearsGeospatial dataEngineering applicationsSpatial analysis
Education:
Skills:CommunicationCollaborationTeamwork
Languages:English
Tech Stack:PythonMachine learningDeep learningLLMsPyTorchTensorFlowScikit-learnGeoPandasShapelyArcPyFMESpatial data3D modelsAPIsDashboardsArcGISAutoCAD Civil 3DRevitRhinoModel evaluation

Company Brief

AECOM
AECOM is a global infrastructure firm providing design, consulting, construction, and management services across transportation, buildings, water, environment, and energy sectors, delivering large-scale projects for public- and private-sector clients worldwide.
Industry: Civil Engineering
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Los Angeles, United States
Founded: 1990
Glassdoor
Glassdoor: 3.6
WebsiteLinkedInGlassdoor