Sr. Staff/Staff NPU Design Engineer

3 months ago


Singapore OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

Responsibilities

  1. Develop design requirements of an NPU given system level specifications.
  2. Being part of modelling the performance of the NPU module and its data transaction throughput.
  3. Microarchitecture design and RTL coding using Verilog / System Verilog HDL for various sub-blocks of the NPU.
  4. Understanding the mathematics of different convolution operators including different arithmetic formats (fixed point and floating point)
  5. Estimate, measure and optimize PPA (Performance / Power / Area) to meet key objectives and results.
  6. Optimizing micro-architecture design for low power and area is required.
  7. Work closely with verification engineers to ensure comprehensive testing and debug issues.
  8. Support integration into the overall system, conducting design checks, and addressing lint/timing/CDC issues.
  9. Collaborate with software teams to assist in compiler and toolchain development and their debugging.
  10. Produce clear and concise design documentation.


Requirements

  1. 8+ years of digital design with at least 2 to 3 years of SoC design experience is preferred.
  2. At least one cycle of NPU design completion experience is required.
  3. Hands on in digital design experience is a must.
  4. Preferably has lead a team of at least 3 to 4 people in the past at the capacity of a design lead.
  5. Experience in microarchitecture design, and RTL coding with Verilog/ System-Verilog.
  6. Experience in synthesis, with analysis of power, timing and area.
  7. Disciplined, quality-minded, and highly driven for excellence.
  8. Excellent team player and good communication skills.
  9. MSEE/BSEE in Electrical Engineering or Computer Engineering.
  10. Understanding of convolution operator and number system is required.
  11. Candidates with relevant experiences would be offered as Senior, taking on higher responsibilities.
  12. Experience in UVM verification methodology is a plus.
  13. A plus to have SoC design experience.
  14. Experience with optimizing micro-architectures for low-power and low-area is a plus.
  15. Knowledge in deep learning algorithms such as CNN / Transformer is a plus.
  16. Experience with past design experience with NPU / GPU / DSP design is a plus.
  17. Experience with ARM or RISC-V processor systems is a plus.
  18. Passionate and strong in general programming is a plus.

Tell employers what skills you have

ARM
Mathematics
Throughput
UVM
Arithmetic
Good Communication Skills
SoC
SystemVerilog
Team Player
Debugging
Verilog
Electrical Engineering

  • Singapore OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. Full time

    About the RoleWe are seeking an experienced NPU Design Engineer to lead our team in designing and developing innovative Neural Processing Units (NPUs). As a technical lead, you will be responsible for overseeing the design process, ensuring timely delivery, and collaborating with cross-functional teams.Key ResponsibilitiesDeveloping design requirements for...


  • Singapore OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. Full time

    Job DescriptionWe are seeking a highly skilled Senior NPU Microarchitecture Design Engineer to join our team at OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD.About the RoleThis is an exciting opportunity to work on designing cutting-edge Neural Processing Units (NPUs) that will revolutionize the field of artificial intelligence.The ideal candidate will have...


  • Singapore OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. Full time

    Job DescriptionWe are seeking a highly skilled Senior Digital Design Engineer to join our team at OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. as we continue to innovate and push the boundaries of image sensing technology.About the RoleThis is an excellent opportunity for experienced digital design engineers to leverage their skills in microarchitecture...


  • Singapore EXPEDERA R&D PTE. LTD. Full time

    Roles & ResponsibilitiesRESPONSIBILITIES INCLUDE, BUT ARE NOT LIMITED TO: Develop HW microarchitecture, RTL design and verification for Expedera AI accelerators (Silicon IP) Explore HW design space power/performance/area optimization Collaborate with HW/SW architects in HW/SW co-design Execute with DevOps for quality assuranceREQUIRED QUALIFICATIONS AND...


  • Singapore EXPEDERA R&D PTE. LTD. Full time

    Roles & ResponsibilitiesRESPONSIBILITIES INCLUDE, BUT ARE NOT LIMITED TO: Develop HW microarchitecture, RTL design and verification for Expedera AI accelerators (Silicon IP) Explore HW design space power/performance/area optimization Collaborate with HW/SW architects in HW/SW co-design Execute with DevOps for quality assuranceREQUIRED QUALIFICATIONS AND...


  • Singapore Bloom Energy Full time

    Sr. Staff Engr, Field Applications Engineering, page is loadedSr. Staff Engr, Field Applications Engineering,ApplylocationsField Office - SingaporeDa’an Dist., Taipei Citytime typeFull timeposted onPosted 8 Days Agojob requisition idJR-18336Skills and Experience: Engineering degree in Electrical or Electronics discipline. 5+ years relevant experience as...


  • Singapore FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. Full time

    FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. is seeking a highly skilled Business Development Manager to join our team.The ideal candidate will have a strong background in sales, marketing, or business management and at least 2-3 years of experience in business development within the interior design or architecture industry.Key Responsibilities:• Support...


  • Singapore FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. Full time

    Role OverviewFellos Creative Staff Singapore Pte. Ltd. is seeking a skilled Interior Design Business Development Executive to join our team. This is an excellent opportunity for someone who wants to build a career in business development within the interior design industry.Job ResponsibilitiesSupport marketing and sales efforts aligned with company...


  • Singapore OMNIVISION TECHNOLOGIES SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesPosition Overview:As a Sr. Staff signal integrity engineer, you will be working on challenging SI and PI tasks in globally distributed teams. You will be supporting SI/PI signoff of chip design, package design and PCB design in order to support successful delivery of products of various product lines to market. You will be working...


  • Singapore FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. Full time

    We are seeking a highly skilled and motivated Business Development Executive to join our team at FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD.As a key member of our business development team, you will be responsible for driving new business opportunities and maintaining strong relationships with existing clients.The ideal candidate will have a proven track...


  • Singapore SR MAINTENANCE AND ENGINEERING PTE. LTD. Full time

    Company OverviewSr Maintenance and Engineering Pte Ltd is a leading provider of maintenance and engineering services.


  • Singapore FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. Full time

    Role OverviewIn this pioneering role at Fellows Creative Staff Singapore Pte. Ltd., you will drive transformation through Employee Engagement Solutions as a key member of our team.This position involves delivering innovative strategies to organizations, leveraging Motivation Engineering principles to foster engagement and motivation among employees,...


  • Singapore SEARCH STAFFING SERVICES PTE. LTD. Full time

    Roles & ResponsibilitiesOur client is a leading startup in the semiconductor field and a leader in designing ultra low-power microprocessors. The Singapore office houses the Product Development (PD) team which will be working on projects. Staff Engineer, RTL DesignResponsibilities:We are seeking a talented RTL Engineer to join our team in Singapore. As an...

  • Sr staff engineer

    3 weeks ago


    Singapore Seagate Technology Full time

    Location: Shugart, SG Posting Date: Oct 1, 2024Job ID: 10034About our group:The PDG is the development team responsible for bringing the best-in-class Enterprise and Client classes of HDD and technologies in the likes of Heat Assisted Media Recording (HAMR), Hybrid Shingled Media Recording, etc, to the market. The PE team plays an important role in...


  • Singapore FELLOWS CREATIVE STAFF SINGAPORE PTE. LTD. Full time

    We are seeking a skilled Transformational Change Consultant to join our pioneering team at Fellows Creative Staff Singapore Pte. Ltd.About the RoleThis exciting opportunity will see you drive transformational change for employees, applicants, customers, and investors by leveraging our proprietary Motivation Engineering approach.As part of our founding team,...


  • Singapore Marvell Technology Full time

    Senior Staff Physical Design Engineer Senior Staff Physical Design Engineer Apply locations Singapore time type Full time posted on Posted 2 Days Ago job requisition id 2402478 About Marvell Marvell’s semiconductor solutions are the essential building blocks of the data infrastructure that connects our world. Across enterprise, cloud and AI, automotive,...


  • Singapore JAC Recruitment Pte Ltd Full time

    JOB RESPONSIBILITIES Participate in high-level product specifications, microarchitecture and implementation of high-speed memory interfaces. Perform RTL coding, LINT checking and sanity testing on implemented designs. Work with the verification team for lab debugging. Work with the software team and/or customers to solve problems, debug and tune system...


  • Singapore SR MAINTENANCE AND ENGINEERING PTE. LTD. Full time

    Civil Design Engineer - Construction SequenceWe are seeking an experienced Civil Design Engineer to join our team at SR MAINTENANCE AND ENGINEERING PTE. LTD. This role is responsible for generating construction sequence drawings and modifying existing designs according to project requirements.Job Overview:To generate new drawings and modify existing drawings...


  • Singapore Marvell Technology Full time

    Senior Staff Physical Design Engineer Senior Staff Physical Design Engineer Apply locations Singapore time type Full time posted on Posted 2 Days Ago job requisition id 2402478About Marvell Marvell’s semiconductor solutions are the essential building blocks of the data infrastructure that connects our world. Across enterprise, cloud and AI, automotive,...


  • Singapore SR MAINTENANCE AND ENGINEERING PTE. LTD. Full time

    About UsSR MAINTENANCE AND ENGINEERING PTE. LTD. is a leading provider of maintenance and engineering services.