Head of AI Engineering & GenAI Transformation

Morgan McKinley; Singapore; Vor Ort; SGD 350.000 - 650.000; Vollzeit

Zusammenfassung

Morgan McKinley is seeking a senior AI leader to build and scale an enterprise AI engineering organisation, while staying hands-on in technical strategy, architecture and delivery. You will lead multidisciplinary teams of AI engineers, ML engineers and data scientists to deliver scalable GenAI and Agentic AI solutions.

You will establish AI/MLOps, governance and responsible AI practices, drive productionisation, and partner with executives to translate AI opportunities into measurable business

Qualifikationen

• Extensive leadership experience building and scaling enterprise AI capabilities, platforms or products.
• Strong technical depth across multiple generations of AI, including traditional ML, deep learning, Generative AI, LLMs and Agentic AI.
• Proven experience designing and deploying production-grade AI/ML and GenAI systems at enterprise scale.
• Strong understanding of AI architecture, MLOps/LLMOps/AgentOps, model evaluation, observability, governance and responsible AI.
• Experience leading multidisciplinary teams of AI/ML engineers, data scientists and applied AI specialists.
• Ability to remain hands-on and provide technical direction on architecture, models, data, engineering practices and AI system performance.
• Strong product and commercial mindset, with a track record of translating AI opportunities into measurable business outcomes.
• Excellent stakeholder management and communication skills, with the ability to influence senior executives and navigate complex enterprise environments.

Aufgaben

• Define and execute the enterprise AI capabilities and services roadmap, aligned with business strategy and measurable outcomes.
• Build reusable AI platforms, services, frameworks, reference architectures and engineering standards across AI/ML, GenAI and Agentic AI.
• Lead and develop multidisciplinary teams spanning AI engineers, ML engineers, data scientists and applied AI specialists.
• Architect and scale enterprise-grade GenAI and Agentic AI solutions, including orchestration, RAG, tool use, memory, evaluation, safety and human oversight.
• Provide hands-on technical leadership across model architecture, data pipelines, training, feature engineering and AI/agent performance.
• Drive the productionisation of AI solutions, ensuring scalability, reliability, security, cost efficiency and maintainability.
• Establish AI/MLOps, LLMOps and AgentOps practices covering deployment, monitoring, evaluation, incident management and continuous improvement.
• Identify and prioritise AI opportunities and investments, including technology selection, build-vs-buy decisions and resource allocation.
• Partner with technology, data, security, governance and business stakeholders to drive enterprise-wide AI adoption and execution.
• Establish responsible AI, governance, risk and deployment standards while balancing innovation with long-term platform health.

Kenntnisse

Leadership

AI Architecture

GenAI & Agentic AI

Stakeholder Management

Jobbeschreibung

Morgan McKinley is seeking a senior AI leader to build and scale an enterprise AI engineering organisation, while staying hands-on in technical strategy, architecture and delivery. You will lead multidisciplinary teams of AI engineers, ML engineers and data scientists to deliver scalable GenAI and Agentic AI solutions.

You will establish AI/MLOps, governance and responsible AI practices, drive productionisation, and partner with executives to translate AI opportunities into measurable business