Forward Deployed Engineer - Singapore
Core
Deploy computer vision models and infrastructure in customer physical environments (factories, warehouses, etc.) from proof-of-concept to production.
Role type
Senior Forward Deployed Engineer (Edge/Physical)
Builds
Production-grade computer vision workflows on edge hardware
Domain
Computer Vision / Edge Computing / Industrial IoT
Deliverable
production ML models
Required skills
Python, Edge computing hardware (NVIDIA Jetson), Linux, Docker, Kubernetes, Troubleshooting, Model deployment, Data pipelines
Preferred skills
MLOps, Industrial domain expertise, IoT/Embedded systems, Infrastructure engineering
Technologies
Python, Docker, Kubernetes, Linux, NVIDIA Jetson
Responsibilities
Build first production deployments from proof-of-concept, Configure edge devices and data pipelines, Embed with customer engineering teams, Troubleshoot real-world vision issues, Document architecture and train customer teams, Identify technical risks early
Seniority
Senior, hands-on IC
