ML Engineering Manager: Lead Production AI & Agentic Systems

TEKsystems Global Services, LLC; Hong Kong; On-site; HKD 1,200,000 - 2,000,000; Full time

Job summary

TEKsystems Global Services, LLC in Hong Kong seeks a hands-on Machine Learning Engineering Manager to lead production-grade ML, Agentic AI and LLM initiatives across international markets.

You will mentor engineers, define architecture, and collaborate with Data Scientists, LLM Engineers, frontend and platform teams to scale the AI platform from concept to production, ensuring reliability and cost controls.

Qualifications

• Experience in bringing ML/AI solutions to production.
• Experience leading or managing technical engineering teams.
• Strong Python engineering background.

Responsibilities

• Lead and mentor a team of ML and AI engineers.
• Drive productionization of ML models, LLMs and AI agent workflows.
• Define technical architecture and engineering best practices for the AI platform.
• Collaborate with Data Scientists, LLM Engineers, frontend and platform teams.
• Develop scalable backend services using Python, FastAPI and Async Python.
• Oversee integration between frontend applications, AI agents and data platforms.
• Improve reliability, monitoring and performance of production AI systems.
• Monitor agent execution, API latency and LLM costs.
• Promote testing, observability and production support.

Skills

Machine Learning Eng

AI Engineering

MLOps

Backend Engineering

Team leadership

Python

Architectural direction

English and Chinese communication

Tools

LangGraph

LangChain

Langfuse

Python

FastAPI

Async Python

Pydantic

pytest

Grafana

PostgreSQL

Databricks

Job description

TEKsystems Global Services, LLC in Hong Kong seeks a hands-on Machine Learning Engineering Manager to lead production-grade ML, Agentic AI and LLM initiatives across international markets.

You will mentor engineers, define architecture, and collaborate with Data Scientists, LLM Engineers, frontend and platform teams to scale the AI platform from concept to production, ensuring reliability and cost controls.