Edge AI Toolchain Intern — NPU Model Optimizer

OMNIVISION; Singapore; On-site; SGD 20,088 - 26,784; Full time

Job summary

OMNIVISION is seeking a Software Engineer Intern to join our Edge AI toolchain team. You will help specify and develop toolchain features for NPU architectures and work with inference engine and application engineering teams to optimize neural network models for our Neural Processing Units.

The role focuses on implementing features, maintaining existing toolchains, and automating processes to boost productivity.

Qualifications

• Pursuing a degree in Computer Science or Computer Engineering.
• Commitment for at least 6 months full-time.

Responsibilities

• Specify and develop new toolchain features for existing and new NPU architectures, working with the inference engine sub-team.
• Enhance, maintain and support existing toolchain features, and modify model network layers for NPU optimality, working with the application engineering teams and sometimes customers/partners.
• Constantly improve productivity through automation in all areas.

Skills

Python class-based development

Compiler & debugging concepts

Communication & collaboration

Education

Pursuing degree in Computer Science or Computer Engineering

Tools

Confluence

Git

JIRA

PyTorch

Eclipse

Job description

OMNIVISION is seeking a Software Engineer Intern to join our Edge AI toolchain team. You will help specify and develop toolchain features for NPU architectures and work with inference engine and application engineering teams to optimize neural network models for our Neural Processing Units.

The role focuses on implementing features, maintaining existing toolchains, and automating processes to boost productivity.