AI/ML Customer Engineer
Core
Design and build production-ready AI architecture blueprints and open-sourced Quickstarts to solve complex operational bottlenecks for enterprise clients in the APAC region.
Role type
Senior IC AI/ML Customer Engineer (Architecture & Blueprinting)
Builds
Production-grade solution blueprints, reference codebases, and open-sourced AI Quickstarts
Domain
Enterprise AI, Cloud-Native Infrastructure, Regulated Industries
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, Docling, LangChain, LlamaIndex, LangGraph, vLLM, PEFT/SFT, CUDA/ROCm
Technologies
Python, PyTorch, Hugging Face, Kubernetes, Ray, MLflow, Kubeflow, Docling, LangChain, LlamaIndex, LangGraph, vLLM, CUDA, ROCm
Responsibilities
Design comprehensive architecture blueprints with enterprise hardening; Package repeatable technical architectures as open-sourced Quickstarts; Collaborate with external partners to validate joint-architecture blueprints; Design automated testing and evaluation harnesses for performance metrics; Incorporate data privacy standards and secure network perimeters into solution designs
Seniority
Senior, hands-on IC
