564 AI Architect jobs in Singapore

About Us
Infosys is a global leader in next-generation digital services and consulting. We enable clients in more than 50 countries to navigate their digital transformation. With over four decades of experience in managing the systems and workings of global enterprises, we expertly steer our clients through their digital journey. We do it by enabling the enterprise with an AI-powered core that helps prioritize the execution of change. We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight. Our always-on learning agenda drives their continuous improvement through building and transferring digital skills, expertise, and ideas from our innovation ecosystem.

Role Definition:

AI Architects design the overall structure of AI systems, ensuring they are scalable, secure, and aligned with business goals. They define technical roadmaps and oversee the implementation of AI projects.

Skills:

Proficient:

o Languages/Framework: Fast API, Azure UI Search API (React)

o Cloud: Azure Cloud Basics (Azure DevOps)

o Gitlab: Gitlab Pipeline

o Ansible and REX: Rex Deployment

o Data Science: Prompt Engineering + Modern Testing

o Data mining and cleaning

o ML (Supervised/unsupervised learning)

o NLP techniques, knowledge of Deep Learning techniques include RNN, transformers

o AI integration and deployment

o AI frameworks (PyTorch)

o AI/MLOps frameworks

o Model deployment processes

o Data pipeline monitoring

• Expert: (in addition to proficient skills)

o Languages/Framework: Azure Open AI

o Data Science: Open AI GPT 4/3, Embeddings + Vector Search

o Databases and ETL: Azure Storage Account

o Deep understanding of AI/ML algorithms and their applications

o Expertise in system design and architecture patterns

o Expertise in End-to-end AI solution delivery

o Knowledge of cloud-native AI solutions and microservices

o Familiarity with AI ethics, bias mitigation, and explainability

o Strong communication skills to collaborate with stakeholders

o Experience with AI deployment pipelines (MLOps)

o Knowledge of AI ethics frameworks and guidelines (e.g., EU AI Act, IEEE Ethically Aligned Design)

o Understanding of bias detection and mitigation techniques

o Familiarity with explainable AI (XAI) methods

o Strong understanding of data privacy laws (GDPR, CCPA)

o Ability to conduct AI impact assessments

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Continue to make an impact with a company that is pushing the boundaries of what is possible. At NTT DATA, we are renowned for our technical excellence, leading innovations, and making a difference for our clients and society. Our workplace embraces diversity and inclusion – it’s a place where you can continue to grow, belong, and thrive.

Your career here is about believing in yourself and seizing new opportunities and challenges. It’s about expanding your skills and expertise in your current role and preparing yourself for future advancements. That’s why we encourage you to take every opportunity to further your career within our great global team.

Grow Your Career with NTT DATA

The Senior Cross Technology Technical Architect is an advanced subject matter expert, responsible for working with colleagues and contributes to the development and design of complex solutions based on their technical knowledge across two or more technology domains.

This role is required to complete the overall technical design and build of the large, complex elements of the solution to meet a client’s business requirements.

What you'll be doing

Key Responsibilities:

• Provides detailed and specific advice regarding the application of their specialism(s) to the organization's planning and operations.
• Responsible for solution design, business development and transition of projects from presales to delivery as well as ongoing sales support.
• Selects and applies appropriate design standards, methods and tools, consistent with the agreed enterprise and solution architectures and ensure that these are effectively applied and adopted.
• Guides successful implementation and execution of system solutions.
• Contributes to the development of solution architectures in specific business, infrastructure or functional areas.
• Maps business processes and relationships clearly, in line with the solution features, and ensure that the recommended approach supports the overall scope of the solution.
• Designs components using appropriate modelling techniques following agreed architectures, design standards, patterns and methodology.
• Provides pre-sales technical support and expertise in analysing client requirements, in conjunction with the client’s current infrastructure, architecture, system capabilities and business challenges.
• Responsible for influencing and guiding members of the Sales team to ensure that they are equipped to close deals.
• Provides input to the requirements baseline and investigates, manages and applies authorized requests for changes to base-lined requirements, in line with change management policy.
• Develops the technical design document to match the solution design specifications.
• Leads the scope of work determination, product pricing and RFP/RFI responses and assist with the decision to pursue or abort a deal.
• Manages client proof of concept (POC) initiatives, which require appropriation of appropriate resources, and setup and delivery of the POC.
• Provides coaching and mentorship to junior Technical Architects.

Knowledge and Attributes:

• Advanced product knowledge integrated with deep technology understanding.
• Advanced understanding of the vendor’s products, business and technology positioning.
• Excellent communication skills both verbal and written.
• Ability to establish and create excellent client relationships with their technical expertise.
• Ability to develop and leverage their advanced knowledge of reference architectures.
• Ability to continuously maintain knowledge of trends and development in technology domains.
• Advanced knowledge of the problem domain that their systems are to provide solutions for.
• Advanced knowledge in core frameworks used.
• Advanced understanding of key vendor subscription models such as Cisco EA 3.0.

Academic Qualifications and Certifications:

• Bachelor's degree in information technology, computer science or information systems or a related field.
• Certification and working knowledge of Enterprise Architecture methodologies (for example, TOGAF, Zachman, SOA, ITIL, COBIT, etc.).
• Vendor product, sales and technology certifications.
• Software and programming languages, for example, C++.
• SAFe Scaled Agile certification advantageous.
• Relevant vendor and industry certifications, for example, Cisco, Microsoft, Oracle,

Required Experience:

• Advanced track record as a developer and architect of new systems/solutions.
• Advanced work experience working as a systems administrator or network engineer.
• Advanced client engagement and development consulting experience.
• Advanced experience managing expectations when balancing alternatives against business and financial constraints.
• Advanced experience in a variety of architectures for specific domain or specialization.
• Advanced designer and development know-how.
• Advanced project management experience ensuring timeous delivery of client solutions.
• Advanced experience presenting technical solutions to non-technical audiences.
• Advanced experience working in an agile development environment.

Workplace type:

Hybrid Working

Equal Opportunity Employer
NTT DATA is proud to be an Equal Opportunity Employer with a global culture that embraces diversity. We are committed to providing an environment free of unfair discrimination and harassment. We do not discriminate based on age, race, colour, gender, sexual orientation, religion, nationality, disability, pregnancy, marital status, veteran status, or any other protected category. Accelerate your career with us. Apply today

#J-18808-Ljbffr

Join to apply for the AI Architect role at AECOM

3 days ago Be among the first 25 applicants

Join to apply for the AI Architect role at AECOM

Company Description

Work with Us. Change the World.

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 over 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.

Job Description

We are seeking a visionary and technically accomplished AI Architect to join our Digital team and lead the strategy, design, and delivery of advanced AI-driven solutions.

This senior role is a unique opportunity for a passionate technologist to apply artificial intelligence, particularly large language models (LLMs) and machine learning (ML), to solve complex challenges in the built environment. From infrastructure systems to building design, your work will drive innovation in automation and optimisation across multidisciplinary engineering domains.

As a core member of our team, you will help shape the integration of AI into engineering workflows, collaborating across disciplines to deliver solutions that are scalable, reliable, and intuitive. Join us in transforming how infrastructure is designed and delivered, through bringing cutting-edge technologies to address some of the most pressing challenges in our cities and communities.

Responsibilities:

• Design robust, scalable AI/ML architectures, including model pipelines, data ingestion, and deployment frameworks tailored to infrastructure projects.
• Define and drive the AI roadmap for infrastructure planning and design applications, aligning with AECOM digital delivery goals and client needs.
• Guide the development and fine-tuning of AI models to ensure alignment with regulatory requirements and core engineering principles.
• Develop robust scripts and scalable model training pipelines using Python.
• Lead the integration of AI tools with existing engineering tools (e.g. ArcGIS, AutoCAD Civil 3D, Revit, Rhino, FME), ensuring seamless interoperability and user adoption.
• Mentor AI engineers and collaborate with civil engineers, utility specialists, and GIS/BIM specialists to bridge domain knowledge with AI capabilities.
• Establish best practices for model validation, versioning, explainability, and compliance with relevant engineering and data standards.
• Evaluate and introduce emerging AI technologies (e.g., LLMs, generative design, reinforcement learning) applicable to geospatial and infrastructure challenges.

Qualifications

Qualifications:

• Bachelor’s, Master’s, or PhD in Computer Science, Data Science, Artificial Intelligence, or a related engineering discipline. Candidates with advanced degrees (Master’s or PhD) are preferred.
• 8+ years of experience in AI/ML development, with at least 3 years in an AI/ML architectural or leadership role.
• Proven experience in applying AI to solve real-world problems, preferably in domains such as spatial/geometric analysis, geospatial data, or engineering applications.
• Proficiency in Python and ML/DL frameworks (e.g., PyTorch, TensorFlow, scikit-learn).
• Strong understanding of data architecture, MLOps pipelines, cloud computing (Azure/GCP/AWS), and model governance practices.
• Excellent communication and stakeholder engagement skills, with the ability to influence both technical and non-technical stakeholders.

Additional Information

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 2024. 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.

ReqID: J10133923

Business Line: Transportation

Business Group: DCS

Strategic Business Unit: Asia

Career Area: Digital & Engineering Technology

Work Location Model: Hybrid

Legal Entity: AECOM Singapore Pte Ltd

Seniority level

• Seniority level Mid-Senior level

Employment type

• Employment type Full-time

Job function

• Job function Design, Art/Creative, and Information Technology
• Industries Architecture and Planning, Civil Engineering, and Construction

Referrals increase your chances of interviewing at AECOM by 2x

Get notified about new Architect jobs in Singapore, Singapore .

Architectural Designer - Hospitality - Mid Level Sr Officer - B2B Solution Architect (Central Sumatera) Resident Technical Officer (Architecture)

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

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**Make an impact with NTT DATA**
Join a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion - it's a place where you can grow, belong and thrive.
**Your day at NTT DATA**
The Senior Cross Technology Technical Architect is an advanced subject matter expert, responsible for working with colleagues and contributes to the development and design of complex solutions based on their technical knowledge across two or more technology domains.
This role is required to complete the overall technical design and build of the large, complex elements of the solution to meet a client's business requirements.
**What you'll be doing**
**Key Responsibilities:**
+ Provides detailed and specific advice regarding the application of their specialism(s) to the organization's planning and operations.
+ Responsible for solution design, business development and transition of projects from presales to delivery as well as ongoing sales support.
+ Selects and applies appropriate design standards, methods and tools, consistent with the agreed enterprise and solution architectures and ensure that these are effectively applied and adopted.
+ Guides successful implementation and execution of system solutions.
+ Contributes to the development of solution architectures in specific business, infrastructure or functional areas.
+ Maps business processes and relationships clearly, in line with the solution features, and ensure that the recommended approach supports the overall scope of the solution.
+ Designs components using appropriate modelling techniques following agreed architectures, design standards, patterns and methodology.
+ Provides pre-sales technical support and expertise in analysing client requirements, in conjunction with the client's current infrastructure, architecture, system capabilities and business challenges.
+ Responsible for influencing and guiding members of the Sales team to ensure that they are equipped to close deals.
+ Provides input to the requirements baseline and investigates, manages and applies authorized requests for changes to base-lined requirements, in line with change management policy.
+ Develops the technical design document to match the solution design specifications.
+ Leads the scope of work determination, product pricing and RFP/RFI responses and assist with the decision to pursue or abort a deal.
+ Manages client proof of concept (POC) initiatives, which require appropriation of appropriate resources, and setup and delivery of the POC.
+ Provides coaching and mentorship to junior Technical Architects.
**Knowledge and Attributes:**
+ Advanced product knowledge integrated with deep technology understanding.
+ Advanced understanding of the vendor's products, business and technology positioning.
+ Excellent communication skills both verbal and written.
+ Ability to establish and create excellent client relationships with their technical expertise.
+ Ability to develop and leverage their advanced knowledge of reference architectures.
+ Ability to continuously maintain knowledge of trends and development in technology domains.
+ Advanced knowledge of the problem domain that their systems are to provide solutions for.
+ Advanced knowledge in core frameworks used.
+ Advanced understanding of key vendor subscription models such as Cisco EA 3.0.
**Academic Qualifications and Certifications:**
+ Bachelor's degree in information technology, computer science or information systems or a related field.
+ Certification and working knowledge of Enterprise Architecture methodologies (for example, TOGAF, Zachman, SOA, ITIL, COBIT, etc.).
+ Vendor product, sales and technology certifications.
+ Software and programming languages, for example, C++.
+ SAFe Scaled Agile certification advantageous.
+ Relevant vendor and industry certifications, for example, Cisco, Microsoft, Oracle,
**Required Experience:**
+ Advanced track record as a developer and architect of new systems/solutions.
+ Advanced work experience working as a systems administrator or network engineer.
+ Advanced client engagement and development consulting experience.
+ Advanced experience managing expectations when balancing alternatives against business and financial constraints.
+ Advanced experience in a variety of architectures for specific domain or specialization.
+ Advanced designer and development know-how.
+ Advanced project management experience ensuring timeous delivery of client solutions.
+ Advanced experience presenting technical solutions to non-technical audiences.
+ Advanced experience working in an agile development environment.
**Workplace type** **:**
Hybrid Working
**About NTT DATA**
NTT DATA is a $30+ billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize and transform for long-term success. We invest over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure, and connectivity. We are also one of the leading providers of digital and AI infrastructure in the world. NTT DATA is part of NTT Group and headquartered in Tokyo.
**Equal Opportunity Employer**
NTT DATA is proud to be an Equal Opportunity Employer with a global culture that embraces diversity. We are committed to providing an environment free of unfair discrimination and harassment. We do not discriminate based on age, race, colour, gender, sexual orientation, religion, nationality, disability, pregnancy, marital status, veteran status, or any other protected category. Join our growing global team and accelerate your career with us. Apply today.

**Company Description**
**Work with Us. Change the World.**
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 over 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.
**Job Description**
We are seeking a visionary and technically accomplished AI Architect to join our Digital team and lead the strategy, design, and delivery of advanced AI-driven solutions.
This senior role is a unique opportunity for a passionate technologist to apply artificial intelligence, particularly large language models (LLMs) and machine learning (ML), to solve complex challenges in the built environment. From infrastructure systems to building design, your work will drive innovation in automation and optimisation across multidisciplinary engineering domains.
As a core member of our team, you will help shape the integration of AI into engineering workflows, collaborating across disciplines to deliver solutions that are scalable, reliable, and intuitive. Join us in transforming how infrastructure is designed and delivered, through bringing cutting-edge technologies to address some of the most pressing challenges in our cities and communities.
**Responsibilities:**
+ Design robust, scalable AI/ML architectures, including model pipelines, data ingestion, and deployment frameworks tailored to infrastructure projects.
+ Define and drive the AI roadmap for infrastructure planning and design applications, aligning with AECOM digital delivery goals and client needs.
+ Guide the development and fine-tuning of AI models to ensure alignment with regulatory requirements and core engineering principles.
+ Develop robust scripts and scalable model training pipelines using Python.
+ Lead the integration of AI tools with existing engineering tools (e.g. ArcGIS, AutoCAD Civil 3D, Revit, Rhino, FME), ensuring seamless interoperability and user adoption.
+ Mentor AI engineers and collaborate with civil engineers, utility specialists, and GIS/BIM specialists to bridge domain knowledge with AI capabilities.
+ Establish best practices for model validation, versioning, explainability, and compliance with relevant engineering and data standards.
+ Evaluate and introduce emerging AI technologies (e.g., LLMs, generative design, reinforcement learning) applicable to geospatial and infrastructure challenges.
**Qualifications**
**Qualifications:**
+ Bachelor's, Master's, or PhD in Computer Science, Data Science, Artificial Intelligence, or a related engineering discipline. Candidates with advanced degrees (Master's or PhD) are preferred.
+ 8+ years of experience in AI/ML development, with at least 3 years in an AI/ML architectural or leadership role.
+ Proven experience in applying AI to solve real-world problems, preferably in domains such as spatial/geometric analysis, geospatial data, or engineering applications.
+ Proficiency in Python and ML/DL frameworks (e.g., PyTorch, TensorFlow, scikit-learn).
+ Strong understanding of data architecture, MLOps pipelines, cloud computing (Azure/GCP/AWS), and model governance practices.
+ Excellent communication and stakeholder engagement skills, with the ability to influence both technical and non-technical stakeholders.
**Additional Information**
**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 2024. 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.
**ReqID:** J10133923
**Business Line:** Transportation
**Business Group:** DCS
**Strategic Business Unit:** Asia
**Career Area:** Digital & Engineering Technology
**Work Location Model:** Hybrid
**Legal Entity:** AECOM Singapore Pte Ltd

About Us
Infosys is a global leader in next-generation digital services and consulting. We enable clients in more than 50 countries to navigate their digital transformation. With over four decades of experience in managing the systems and workings of global enterprises, we expertly steer our clients through their digital journey. We do it by enabling the enterprise with an AI-powered core that helps prioritize the execution of change. We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight. Our always-on learning agenda drives their continuous improvement through building and transferring digital skills, expertise, and ideas from our innovation ecosystem.

Role Definition:

AI Architects design the overall structure of AI systems, ensuring they are scalable, secure, and aligned with business goals. They define technical roadmaps and oversee the implementation of AI projects.

Skills:

Proficient:

o Languages/Framework: Fast API, Azure UI Search API (React)

o Cloud: Azure Cloud Basics (Azure DevOps)

o Gitlab: Gitlab Pipeline

o Ansible and REX: Rex Deployment

o Data Science: Prompt Engineering + Modern Testing

o Data mining and cleaning

o ML (Supervised/unsupervised learning)

o NLP techniques, knowledge of Deep Learning techniques include RNN, transformers

o AI integration and deployment

o AI frameworks (PyTorch)

o AI/MLOps frameworks

o Model deployment processes

o Data pipeline monitoring

• Expert: (in addition to proficient skills)

o Languages/Framework: Azure Open AI

o Data Science: Open AI GPT 4/3, Embeddings + Vector Search

o Databases and ETL: Azure Storage Account

o Deep understanding of AI/ML algorithms and their applications

o Expertise in system design and architecture patterns

o Expertise in End-to-end AI solution delivery

o Knowledge of cloud-native AI solutions and microservices

o Familiarity with AI ethics, bias mitigation, and explainability

o Strong communication skills to collaborate with stakeholders

o Experience with AI deployment pipelines (MLOps)

o Knowledge of AI ethics frameworks and guidelines (e.g., EU AI Act, IEEE Ethically Aligned Design)

o Understanding of bias detection and mitigation techniques

o Familiarity with explainable AI (XAI) methods

o Strong understanding of data privacy laws (GDPR, CCPA)

o Ability to conduct AI impact assessments

#J-18808-Ljbffr

Join to apply for the AI Architect role at AECOM

3 days ago Be among the first 25 applicants

Join to apply for the AI Architect role at AECOM

Company Description
Work with Us. Change the World.
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 over 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.
Job Description
We are seeking a visionary and technically accomplished AI Architect to join our Digital team and lead the strategy, design, and delivery of advanced AI-driven solutions.
This senior role is a unique opportunity for a passionate technologist to apply artificial intelligence, particularly large language models (LLMs) and machine learning (ML), to solve complex challenges in the built environment. From infrastructure systems to building design, your work will drive innovation in automation and optimisation across multidisciplinary engineering domains.
As a core member of our team, you will help shape the integration of AI into engineering workflows, collaborating across disciplines to deliver solutions that are scalable, reliable, and intuitive. Join us in transforming how infrastructure is designed and delivered, through bringing cutting-edge technologies to address some of the most pressing challenges in our cities and communities.
Responsibilities:

• Design robust, scalable AI/ML architectures, including model pipelines, data ingestion, and deployment frameworks tailored to infrastructure projects.
• Define and drive the AI roadmap for infrastructure planning and design applications, aligning with AECOM digital delivery goals and client needs.
• Guide the development and fine-tuning of AI models to ensure alignment with regulatory requirements and core engineering principles.
• Develop robust scripts and scalable model training pipelines using Python.
• Lead the integration of AI tools with existing engineering tools (e.g. ArcGIS, AutoCAD Civil 3D, Revit, Rhino, FME), ensuring seamless interoperability and user adoption.
• Mentor AI engineers and collaborate with civil engineers, utility specialists, and GIS/BIM specialists to bridge domain knowledge with AI capabilities.
• Establish best practices for model validation, versioning, explainability, and compliance with relevant engineering and data standards.
• Evaluate and introduce emerging AI technologies (e.g., LLMs, generative design, reinforcement learning) applicable to geospatial and infrastructure challenges.

Qualifications
Qualifications:

• Bachelor’s, Master’s, or PhD in Computer Science, Data Science, Artificial Intelligence, or a related engineering discipline. Candidates with advanced degrees (Master’s or PhD) are preferred.
• 8+ years of experience in AI/ML development, with at least 3 years in an AI/ML architectural or leadership role.
• Proven experience in applying AI to solve real-world problems, preferably in domains such as spatial/geometric analysis, geospatial data, or engineering applications.
• Proficiency in Python and ML/DL frameworks (e.g., PyTorch, TensorFlow, scikit-learn).
• Strong understanding of data architecture, MLOps pipelines, cloud computing (Azure/GCP/AWS), and model governance practices.
• Excellent communication and stakeholder engagement skills, with the ability to influence both technical and non-technical stakeholders.

Additional Information
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 2024. 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.
ReqID: J10133923
Business Line: Transportation
Business Group: DCS
Strategic Business Unit: Asia
Career Area: Digital & Engineering Technology
Work Location Model: Hybrid
Legal Entity: AECOM Singapore Pte Ltd

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Design, Art/Creative, and Information Technology

• Industries

  Architecture and Planning, Civil Engineering, and Construction

Referrals increase your chances of interviewing at AECOM by 2x

Get notified about new Architect jobs in Singapore, Singapore .

Architectural Designer - Hospitality - Mid Level

Sr Officer - B2B Solution Architect (Central Sumatera)

Resident Technical Officer (Architecture)

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

#J-18808-Ljbffr

Roles & Responsibilities

AI Architect

Requirements :

• Master's degree in computer science, data science or an AI related discipline
• Minimum 5 years of experience & proven track record of implementing complex AI microservices frameworks
• Generate & maintains a scalable architecture of a framework in which AI products run, interact & are versioned
• Very high proficiency in Generative AI Models (Implementing, Embedding, Evaluation, Training)
• Deep understanding of AI design patterns as well as their immediate implementation
• Deep technical understanding of data processing for consumption/delivery by AI microservices
• Deep technical understanding of machine learning, statistics & Generative AI
• Established knowledge of modern software development and microservice frameworks
• Deep understanding of relevant technology landscape for AI (Classical & Generative)
• Very high proficiency in the most common python libraries for data science and machine learning: Pandas, Numpy, Scikit-Learn, SciPy, Statsmodels, Keras, TensorFlow, PyTorch, Matplotlib
• Very good knowledge of Spark (pyspark), Kafka, Hadoop and data formats for Big Data
• Good knowledge of containerization via Docker and data visualisation tools
• Excellent communication and interpersonal skills

Interested applicants please forward your updated profile to

Tell employers what skills you have

Machine Learning
PySpark
SciPy
Classical
Pandas
Big Data
Design Patterns
Architect
Hadoop
Agile
PyTorch
Enterprise Architecture
Python
Containerization
Docker
Data Science
API
Matplotlib
Software Development
Business Requirements

Roles & Responsibilities

Role Definition:

AI Architects design the overall structure of AI systems, ensuring they are scalable, secure, and aligned with business goals. They define technical roadmaps and oversee the implementation of AI projects.

Skills:

Proficient:

o Languages/Framework: Fast API, Azure UI Search API (React)

o Cloud: Azure Cloud Basics (Azure DevOps)

o Gitlab: Gitlab Pipeline

o Ansible and REX: Rex Deployment

o Data Science: Prompt Engineering + Modern Testing

o Data mining and cleaning

o ML (Supervised/unsupervised learning)

o NLP techniques, knowledge of Deep Learning techniques include RNN, transformers

o AI integration and deployment

o AI frameworks (PyTorch)

o AI/MLOps frameworks

o Model deployment processes

o Data pipeline monitoring

• Expert: (in addition to proficient skills)

o Languages/Framework: Azure Open AI

o Data Science: Open AI GPT 4/3, Embeddings + Vector Search

o Databases and ETL: Azure Storage Account

o Deep understanding of AI/ML algorithms and their applications

o Expertise in system design and architecture patterns

o Expertise in End-to-end AI solution delivery

o Knowledge of cloud-native AI solutions and microservices

o Familiarity with AI ethics, bias mitigation, and explainability

o Strong communication skills to collaborate with stakeholders

o Experience with AI deployment pipelines (MLOps)

o Knowledge of AI ethics frameworks and guidelines (e.g., EU AI Act, IEEE Ethically Aligned Design)

o Understanding of bias detection and mitigation techniques

o Familiarity with explainable AI (XAI) methods

o Strong understanding of data privacy laws (GDPR, CCPA)

Education : Bachelors/Masters in Software engineering or AI

Experience Level : 6+years

Tell employers what skills you have

Azure
Pipelines
Vector
Software Engineering
Architects
UI
Microservices
NLP
Data Mining
PyTorch
System Design
Data Science
Ansible
API
Power BI
Databases
Data Visualization