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

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

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

Viridien

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