Lead AI Engineer
On-site · Singapore, Singapore
Job Summary
Lead a cross-functional team of software engineers, data scientists and other specialists delivering GenAI solutions. Guide the design and delivery of AI-powered systems that are scalable, reliable and production-ready. Set direction for technical decisions, ensuring AI solutions are optimized for performance, cost and maintainability. Collaborate closely with product managers, designers and stakeholders to align technical solutions with business goals. Establish and promote best practices in AI engineering, covering testing, guardrails, responsible AI, monitoring and documentation, while uplifting the team by sharing knowledge, tools and practices that enable both SMEs and generalists to contribute effectively. Provide architectural guidance, balancing experimentation with delivery in short, safe cycles. Review designs and code across the team, ensuring quality and consistency in AI-enabled features. Set direction for GenAI application optimization to improve accuracy, performance, cost and know when model tuning is required.
Required Qualifications
- Strong expertise in Python and modern software engineering practices, including CI/CD, testing, version control and system reliability.
- Proven ability to design and integrate end-to-end AI systems, ensuring scalability, maintainability and performance.
- Deep experience with GenAI and agentic frameworks, guiding teams in their effective use.
- Expertise in building and scaling RAG pipelines and integrating vector databases into production systems.
- Experience deploying AI solutions on major cloud platforms, using containers and CI/CD pipelines for reproducibility.
- Skilled in LLMOps practices and monitoring production systems with observability tools.
- Experience with fine-tuning, model adaptation and advanced use of ML/NLP frameworks.
- Ability to articulate complex technical concepts to non-technical audiences and influence senior decision-makers.
- Proven ability to inspire, mentor and develop high-performing engineering teams, fostering a collaborative and inclusive environment.
- Demonstrates the ability to anticipate technological trends and proactively shape the technical direction of the team.
- Skilled in navigating complex internal and external dynamics, driving consensus and achieving technical and business goals.
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