Develop and enhance toolchain features for neural processing unit architectures, enabling customers and partners to optimize and port AI models. Responsibilities include compiler development, code generation, program analysis, pipeline optimization, model-layer modification, automation, debugging, collaboration with inference and application engineering teams, and customer support.
We are looking for Senior/Staff Software Engineers 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/
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
- 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 compilers like TVM
- Deep Learning framework - PyTorch
- Eclipse development for toolchain frontend
- CPU/DSP/GPU/NPU architectures
- Ph.D./MS/BS in Computer Science or Computer Engineering
- At least 5 years of commercial development experience of which at least 3 are in compiler-related areas
Similar Jobs
Blockchain • Fintech • Payments • Consulting • Cryptocurrency • Cybersecurity • Quantum Computing
Evaluate and structure high-value customer deals across Southeast Asia. Build financial models, scenario analyses, and business cases; assess risk, profitability, pricing, and investment returns; support negotiations; align commercial agreements with approved financial structures; and advise senior finance, legal, and business stakeholders on strategic opportunities and governance improvements.
Blockchain • Fintech • Payments • Consulting • Cryptocurrency • Cybersecurity • Quantum Computing
Supports partner marketing strategy and campaign execution through scalable activations, communications, social media, digital materials, agency management, client meetings, budgeting, KPI tracking, ROI measurement, and continuous improvement. Builds partner relationships, adapts integrated campaign assets, coordinates vendors and creative resources, and optimizes campaigns to increase partner activation, engagement, and revenue.
Artificial Intelligence • Cloud • Security • Software
Automate and operate production infrastructure across cloud and on-premises environments. Monitor service health, triage critical alerts, manage SLOs and error budgets, develop infrastructure and policy as code, eliminate operational toil, maintain DevSecOps and observability tooling, and participate in incident response and post-mortem improvements. The role also requires expertise in infrastructure, configuration management, networking, IAM, security controls, and reliability engineering.
Top Skills:
AnsibleAWSAws CloudformationAzureCi/CdDatadogDevsecopsEfkElkGCPGoGrafanaHashicorp VaultIamPrometheusPuppetPythonSplunkTerraform
What you need to know about the Singapore Tech Scene
The digital revolution has driven a constant demand for tech professionals across industries like software development, data analytics and cybersecurity. In Singapore, one of the largest cities in Southeast Asia, the demand for tech talent is so high that the government continues to invest millions into programs designed to develop a talent pipeline directly from universities while also scaling efforts in pre-employment training and mid-career upskilling to expand and elevate its workforce.
