Principal Full Stack AI Engineer

About the Client:

We are partnering with a fast-growing, globally recognised Data & Generative AI consulting firm that works with Fortune 1000 and large enterprise clients across industries such as FMCG, Manufacturing, Automotive, and Supply Chain.

About the Role:

This is a principal-level, hands-on engineering role for someone who wants to shape GenAI platforms at scale, not just experiment with models. You will play a critical role in defining architecture, setting engineering standards, and building production-grade GenAI systems used by enterprise customers.

As a Principal Full Stack AI Engineer, you will:

• Play an instrumental role in shaping the Generative AI vision, strategy, and technical architecture
• Architect, build, and scale production-ready GenAI applications and platforms
• Design and develop robust backend systems and APIs for AI-driven products and agent-based frameworks
• Integrate LLMs into secure, scalable, enterprise-grade systems
• Build reusable frameworks for model development, deployment, monitoring, and lifecycle management
• Implement monitoring, logging, tracing, and alerting across GenAI systems
• Define and enforce guardrails, compliance rules, and governance workflows
• (e.g. approval chains, staged rollouts, controlled production releases)
• Create developer templates, documentation, and sandbox environments to enable rapid experimentation and onboarding
• Ensure GenAI applications are safe, reliable, and well-tested before release through validation and peer review processes
• Champion strong software engineering practices across teams and projects
• Mentor senior engineers and act as a technical leader and problem-solver

Qualifications

Looking for someone who brings both depth and breadth:

• Proven experience leading AI or GenAI projects end-to-end, from concept to production
• Strong professional background in software engineering, especially backend systems and APIs
• Hands-on expertise with: Python (Django or similar frameworks) and JavaScript / TypeScript (React)
• Solid understanding of: Backend architectures; REST / GraphQL APIs; Data modelling and system design
• Experience with containerisation and cloud platforms (Docker, GCP, Azure, or similar)
• Exposure to agentic and orchestration frameworks such as: LangChain; LangGraph; Semantic Kernel
• Practical experience with SQL and NoSQL databases
• Strong foundation in software design principles and scalable system architecture
• Demonstrated leadership and mentoring capability
• Excellent communication skills able to explain complex AI concepts to non-technical stakeholders
• Strategic mindset with a passion for innovation, problem-solving, and building at scale
• Broad SME-level exposure to AI, ML, deep learning, data science, analytics, big data, cloud, mobile, and full-stack technologies
• Hands-on experience analysing large, complex datasets to drive business insights.

Why is This a Great Opportunity

• Opportunity to build enterprise-grade GenAI platforms, not just prototypes
• Work with global clients and real-world, high-impact AI use cases
• High ownership, visibility, and influence on architecture and standards
• Strong management/ leadership exposure and long-term growth potential
• Work alongside seasoned data architects, AI engineers, and business translators

If Interested?

Apply now or reach out to Sapna.Oberai@TechClover.sg directly for a confidential discussion.

Only shortlisted candidate will be notified.

Thank you!

Sapna Oberai

TechClover Pte. Ltd.

EA License No: 23S1705

Reg No: R24124924