Software Engineer Intern, Edge AI - Toolchain

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

Software Engineer Intern, Edge AI - Toolchain

Commitment Period: Jan 2027 onwards

Job Description

We are looking for Software Engineers Intern to grow our Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Video Processor roadmap including these current and older products:

• https://www.ovt.com/products/oax8000/
• https://www.ovt.com/products/oax4600/
• https://www.ovt.com/products/oa7100/

This position works in a smaller team that specifies, develops and delivers the toolchain that allows our customers and partners to develop or port AI models to run optimally on our Neural Processing Units.

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

• Strong Python class based product development skills based on knowledge of design patterns
• Strong understanding of all aspects of a compiler and related development and debugging technologies, code generation, program analysis, and pipeline optimizations
• Good communication, collaboration, task estimation & reporting, CI/CD via tools such as Confluence, Git, JIRA etc.
• Familiarity with the following is a plus:
• Deep Learning framework - PyTorch
• Eclipse development for toolchain frontend

Requirements

• Currently studying a degree in Computer Science or Computer Engineering
• Commitment for at least 6 months full time