OMNIVISION

(Sr.) Design Manager (AI Architect)

OMNIVISION  •  Singapore, SG (Onsite)  •  3 months ago
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Job Description

  • Lead the strategic definition and validation of AI microarchitecture design for next-generation ultra-low power, high-performance compute solutions
  • Drive innovation in AI hardware/software co-design to deliver competitive advantages in power efficiency, performance, and silicon area optimization
  • Serve as the technical bridge between IC design and software engineering teams, providing proven architectural specifications for implementation
  • Champion design methodology improvements and best practices across the organization to enhance development velocity and product quality
  • Shape the technical roadmap for AI features and capabilities that address diverse market requirements with flexible, scalable architectures
Key Responsibilities:
  • Charter and maintain AI microarchitecture roadmap and advise on and synchronize with software team’s toolchain roadmap
  • Design flexible and scalable AI architectures that can be rapidly implemented and adapted to address varying requirements across different market segments
  • Develop comprehensive quantitative analysis to demonstrate and justify the technical and business merits of proposed architectural features
  • Create and execute Proof-of-Concept (PoC) implementations on FPGA platforms to validate and prove that proposed architectures meet expected performance targets before handoff to implementation teams
  • Provide detailed architectural specifications, interface definitions, and performance models to enable the IC Design Team to implement RTL designs with confidence
  • Deliver comprehensive architectural documentation and performance requirements to enable the Software Team to implement compilers, toolchains, and drivers for the complete solution
  • Collaborate closely with IC Design and Software Teams throughout the implementation phase to resolve architectural questions, clarify specifications, and ensure successful realization of the architecture
  • Define, document, and roll out standardized AI Design Methodology to IC Design and Software Design teams to drive improved work efficiency and consistency
  • Explore and potentially implement High-Level Synthesis (HLS) design flows using Synopsys Catapult or similar tools to accelerate design productivity
Requirements:
  • Bachelor's or Master's degree in Electrical Engineering, Computer Engineering, Computer Science, or related technical field; PhD preferred
  • 8+ years of experience in digital hardware architecture, with at least 5 years focused on AI/ML accelerator design or neural network hardware
  • Proven expertise in microarchitecture definition and validation for ultra-low power applications with demonstrated track record of architectures successfully implemented in silicon
  • Strong knowledge of AI/ML algorithms, neural network architectures (CNNs, RNNs, Transformers, etc.), and their hardware implementation trade-offs
  • Hands-on experience with FPGA prototyping and validation using Xilinx, Intel, or similar platforms to prove architectural concepts
  • Proficiency in creating detailed architectural specifications and understanding of RTL design principles to enable smooth handoff to implementation teams
  • Experience defining software-visible architectural features and interfaces to enable compiler, toolchain, and driver development
  • Excellent communication skills with ability to create compelling technical presentations, specifications, and documentation for executive, IC design, and software audiences
  • Strong analytical and problem-solving abilities with emphasis on quantitative performance analysis, modeling, and optimization
  • Experience with design methodology development and process improvement initiatives
  • Familiarity with RISC-V ISA and ecosystem
  • Knowledge of High-Level Synthesis tools such as Synopsys Catapult, Xilinx Vitis HLS, or Cadence Stratus (preferred but not required)
  • Self-motivated with ability to work independently and drive architectural innovation from concept through validation and successful team handoff
OMNIVISION

About OMNIVISION

Founded in 1995, OMNIVISION has been at the leading-edge of technology, developing and delivering advanced digital imaging, analog, and touch & display solutions for multiple applications across several industries. With more than 3,000 employees worldwide and over 13 billion products shipped, OMNIVISION is a well-known global fabless semiconductor company. Our products can be found everywhere in people’s lives including mobile phones, security & surveillance, automotive, computing, medical, and emerging applications.

Across these segments, OMNIVISION’S award-winning technology enables a smoother human/machine interface in many of today’s commercial devices. In this way, OMNIVISION delivers solutions that put its customers at the leading edge of technology.

Whether it be developing the first mobile handset camera accessory in 2002, introducing the world’s smallest NTS camera in 2006 or launching PureCel CMOS image sensors in 2013, our dedication to providing reliable, innovative imaging and sensing solutions continue to be the primary aim. The company has recorded numerous industry firsts in its relentless quest for technology breakthroughs that deliver #InfiniteIngenuity:

• Guinness World Record for the World's Smallest Commercially Available Image Sensor (OV6948) in 2019. In 2021, it beat its own record with the new OH0TA OVMed®

• First to commercialize backside illumination technology in 2007 (OmniBSI™)

• Industry's 1st to deploy the most mature LED Flicker Mitigation (LFM) solution in mass production for multiple automotive applications

• Automotive industry leader with HALE, our HDR & LFM Engine combination algorithm

• Developer of Nyxel® near-infrared technology with by far the best quantum efficiency in CMOS near-infrared imagine

• Creator of CameraCubeChip™, the industry’s 1st wafer-level camera modules

• First and only global shutter image sensors with cybersecurity, for ADAS and autonomous vehicles

• First to introduce RBG-Ir technology to medical

Industry
Hardware & Semiconductors
Company Size
1,001-5,000 employees
Headquarters
Santa Clara, CA
Year Founded
1995
Website
ovt.com
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