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Technical Product Manager – ML & LLM Platforms Domain

Relocation
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Manage the product vision and roadmap for client's ML & LLM Ops platforms. Define how teams productionize ML models and LLM-powered applications. Requires 5+ years in ML/data/platform engineering and 2+ years in technical product management.

Key Highlights
Define and evolve product vision and roadmap for ML & LLM Ops platforms.
Shape productionization of ML models and LLM-powered applications.
Drive platform evolution to support AI-native development workflows and coding agents.
Key Responsibilities
Define and evolve the product vision and roadmap for client’s ML & LLM Ops platforms.
Shape how teams productionize ML models and LLM-powered applications.
Identify platform gaps, scalability constraints, and optimization opportunities.
Drive the evolution of our platform to support AI-native development workflows and coding agents.
Gather requirements from ML engineers, data scientists, backend engineers, and AI application teams.
Translate complex technical needs into clear product requirements and prioritization frameworks.
Proactively identify opportunities to reduce friction, improve reliability, and increase deployment velocity.
Balance experimentation flexibility with governance, safety, and cost efficiency.
Own features end-to-end: concept, specification, prioritization, implementation, and post-launch analysis.
Partner closely with engineering to balance platform scalability, performance, and technical debt.
Ensure platform capabilities support monitoring, evaluation, retraining, versioning, and observability of ML/LLM systems.
Drive adoption through documentation, training, and internal evangelism.
Collaborate with engineering to level up client’s platforms to be more compatible with AI coding assistants and autonomous agents.
Ensure platform APIs, tooling, and abstractions enable meaningful AI-generated code contributions.
Help define guardrails and workflows that allow safe, reliable AI-assisted development.
Technical Skills Required
ML Ops LLM Ops ML systems Model lifecycle management RAG Fine-tuning Prompt management Evaluation frameworks
Benefits & Perks
Excellent base salary
Attractive company benefits
Relocation provided

Job Description

Job Description

Avensys is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success, we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail and supply chain.

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