Capgemini

Global consulting, technology services, outsourcing

Gen AI Architect

Applied Machine Learning +1Confirmed live in the last 24 hours

Full-timeSingaporeNo salary listedIn-person

About the Job

Requirements

At least 10 years of experience in artificial intelligence and machine learning model development and deployment, with strong expertise in deep-dive analytics.
At least 3 years of experience as a Solution Architect.
Expertise in natural language processing, computer vision, recommender systems, and MLOps.
Experience with Python, Keras or TensorFlow, and NLTK.
Experience with PySpark, Hive, and SQL.
Strong knowledge of machine learning pipeline automation and MLOps best practices.
Generative AI solution skills are mandatory.

Responsibilities

Architect and deliver end-to-end data-driven solutions using statistical techniques, machine learning, deep learning, and MLOps frameworks.
Lead and guide teams developing artificial intelligence and machine learning models using supervised, unsupervised, and deep learning algorithms.
Own the MLOps lifecycle, including model validation, explainability, monitoring, retraining, and governance (AI Glass Box).
Develop natural language processing solutions, including latent semantic analysis, document similarity, document classification, text analytics, and language models.
Develop content-based and collaborative filtering recommender systems.
Develop computer vision solutions using neural networks, convolutional neural networks, recurrent neural networks, and advanced image analytics.
Perform statistical modeling and predictive analytics to support business insights.
Conceptualize, design, and implement Generative AI solutions.
Engage with stakeholders to translate business problems into scalable AI architectures and roadmaps.

Choosing Capgemini means choosing a company where you will be empowered to shape your career in the way you’d like, where you’ll be supported and inspired by a collaborative community of colleagues around the world, and where you’ll be able to reimagine what’s possible. Join us and help the world’s leading organizations unlock the value of technology and build a more sustainable, more inclusive world.

Job Description

The Gen AI Architect will lead the design and implementation of advanced AI, Machine Learning, and Generative AI solutions. This role requires deep hands-on expertise across NLP, computer vision, recommender systems, and MLOps, along with strong architectural leadership to build scalable enterprise-grade AI solutions.

Key Responsibilities

Architect and deliver end-to-end data-driven solutions using statistical techniques, machine learning, deep learning, and MLOps frameworks.
Lead and guide teams in developing AI/ML models across supervised, unsupervised, and deep learning algorithms.
Own the MLOps lifecycle including model validation, explainability, monitoring, retraining, and governance (AI Glass Box).
Develop solutions across:
- NLP: Latent semantic analysis, document similarity, document classification, text analytics, language models.
- Recommender Systems: Content-based and collaborative filtering models.
- Computer Vision: Neural networks, CNNs, RNNs, and advanced image analytics.
Perform statistical modeling and predictive analytics to support business insights.
Conceptualize, design, and implement Generative AI (GenAI) solutions—mandatory skill.
Engage with stakeholders to translate business problems into scalable AI architectures and roadmaps.

Experience Requirements

10+ years of experience in AI/ML model development and deployment, with strong expertise in deep‑dive analytics.
3+ years of experience as a Solution Architect.

Technical Skills

Programming & Frameworks: Python, Keras/TensorFlow, NLTK
Big Data & Distributed Computing: PySpark, Hive
Databases: SQL
Strong knowledge of machine learning pipeline automation and MLOps best practices.

Capgemini is an AI-powered global business and technology transformation partner, delivering tangible business value. We imagine the future of organizations and make it real with AI, technology and people. With our strong heritage of nearly 60 years, we are a responsible and diverse group of 420,000 team members in more than 50 countries. We deliver end-to-end services and solutions with our deep industry expertise and strong partner ecosystem, leveraging our capabilities across strategy, technology, design, engineering and business operations. The Group reported 2024 global revenues of €22.1 billion.
Make it real | www.capgemini.com

About the Company

Capgemini

Global consulting, technology services, outsourcing

Capgemini provides consulting, technology services, and outsourcing to help organizations transform digitally. Its offerings include strategy and transformation consulting, system integration, application development, IT infrastructure management, and managed IT operations. It differentiates itself with a global presence in over 50 countries and a focus on applying AI, cloud, and cybersecurity to real business problems. Its goal is to help clients navigate digital transformation and improve efficiency and innovation through tailored, contract-based or managed services.

Company size: 10,001+
Company stage: IPO
Headquarters: Paris, France
Founded: 1967

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