AI/ML Engineer
Core
Design and build production-ready architecture blueprints and open-sourced AI Quickstarts to solve complex enterprise AI challenges in the APAC region.
Role type
Senior IC AI/ML Engineer (Enterprise Architecture & Open Source)
Builds
Reusable software architectures, open-source AI Quickstarts, and production-grade solution blueprints
Domain
Enterprise AI, Sovereign AI, Cloud-Native Infrastructure
Deliverable
production ML models | product features
Required skills
Python (ML & systems), PyTorch, NLP/vision ecosystems, Kubernetes, MLOps, distributed computing, LLM orchestration, hardware optimization
Preferred skills
Go/C++, Ray, MLflow, Kubeflow, LangChain, vLLM, CUDA/ROCm
Technologies
Python, PyTorch, Hugging Face, Kubernetes, Ray, MLflow, Kubeflow, LangChain, LlamaIndex, LangGraph, vLLM, CUDA, ROCm
Responsibilities
Design comprehensive architecture blueprints with enterprise hardening; Package repeatable technical architectures as open-sourced AI Quickstarts; Collaborate with external engineering teams to validate joint-architecture blueprints; Design and integrate automated testing, evaluation harnesses, and telemetry; Incorporate robust data privacy standards and secure network perimeters into solution blueprints
Seniority
Senior, hands-on IC