Senior Edge AI Toolchain Architect

ovt; Singapore; On-site; SGD 150,000 - 190,000; Full time

Job summary

OVT in Singapore is seeking Senior/Staff Software Engineers to advance our Edge AI & Systems software team within the ASIC division, focusing on Neural Network solutions for our NPU-based video processors such as oax8000, oax4600 and oa7100.

You will develop and own the toolchain that lets customers port AI models to run optimally on our NPUs, collaborate with inference engine teams, and drive compiler-related optimizations and automation across the stack.

Qualifications

• Degree in computer science or computer engineering (Ph.D./MS/BS) is required.
• At least 5 years of commercial development experience, with 3+ years in compiler-related areas.

Responsibilities

• Specify and develop toolchain features for existing and new NPU architectures.
• Enhance and maintain toolchain features, modify model layers for NPU optimality.
• Improve productivity through automation across development processes.

Skills

Python programming

Compiler theory

Model optimization

Communication & collaboration

Education

Ph.D./M.S./B.S. in Computer Science or Computer Engineering

Tools

Confluence

Git

JIRA

Eclipse

TVM

PyTorch

Job description

OVT in Singapore is seeking Senior/Staff Software Engineers to advance our Edge AI & Systems software team within the ASIC division, focusing on Neural Network solutions for our NPU-based video processors such as oax8000, oax4600 and oa7100.

You will develop and own the toolchain that lets customers port AI models to run optimally on our NPUs, collaborate with inference engine teams, and drive compiler-related optimizations and automation across the stack.