Viridien

Head of Applied AI – Products

Viridien

full-time

Posted on:

Location Type: Hybrid

Location: Singapore • Singapore

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Job Level

Lead

About the role

  • Define and own the AI product architecture and technical product roadmap
  • Translate emerging AI capabilities into scalable product architectures and user experiences
  • Establish best practices for building reliable, observable, and debuggable LLM-powered systems
  • Design and improve end-to-end AI pipelines
  • Develop document ingestion, layout analysis, and information extraction capabilities
  • Build entity resolution processes aligned with standardized domain databases
  • Implement table understanding and schema normalization into predefined data schemas
  • Develop domain-specific machine learning models in collaboration with subject matter experts
  • Build enhanced RAG (Retrieval-Augmented Generation) systems and AI-assisted research tools
  • Lead the development of AI-native applications and tools
  • Implement tool-calling and orchestration frameworks for domain-specific software
  • Develop data analysis and integration systems
  • Implement human-in-the-loop validation and feedback mechanisms
  • Prototype core systems to validate feasibility and guide implementation
  • Partner with engineering teams to review designs and ensure strong technical architecture
  • Drive the transition from experimental AI capabilities to scalable production systems

Requirements

  • Strong engineering background (ML engineering, MLOps engineer, or equivalent)
  • Proven experience building complex systems from 0→1
  • Ability to independently write production-quality code and build functional prototypes
  • Practical experience with LLM application architectures (e.g., RAG, agents, workflows, tool calling)
  • Solid understanding of data pipelines, system design, and service-oriented architectures
  • Product-minded: able to reason about user value, tradeoffs, and adoption—not only implementation
  • Comfortable operating in high-ambiguity, fast-evolving technical environments
Benefits
  • tailored training programs through our Learning Hub designed to enhance technical, commercial, and personal growth
  • strong sense of community through volunteering and various company initiatives
  • strong company commitment to protecting our environment through sustainable solutions, energy saving, and waste reduction enterprises
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
AI product architecturetechnical product roadmapLLM-powered systemsend-to-end AI pipelinesdocument ingestionlayout analysisinformation extractionentity resolutionmachine learning modelsdata analysis
Soft Skills
engineering backgroundindependent codinguser value reasoningtradeoff analysisadaptabilityproblem-solvingcollaborationleadershipcommunicationproduct-minded