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채용NVIDIA

GPU Power Analysis Engineer

NVIDIA

GPU Power Analysis Engineer

NVIDIA

China, Shanghai

·

On-site

·

Full-time

·

3w ago

필수 스킬

Python

We are now looking for a Power Methodology and Analysis engineer.

NVIDIA prides ourselves in having energy efficient products. We believe that continuing to maintain our products' energy efficiency compared to competition is key to our continued success. Our team is responsible for researching, developing, and deploying methodologies to help NVIDIA's products become more energy efficient; and responsible for analyzing fullchip and unit-level power data, and driving ASIC teams to improve their units’ power efficiency. Key responsibilities include developing techniques to model, analyze, and reduce power consumption of NVIDIA GPUs. As a member of the Power Modeling, Methodology and Analysis Team, you will collaborate with Architects, Performance Engineers, Software Engineers, ASIC Design Engineers, and Physical Design teams to study and implement power analysis and reduction techniques for NVIDIA's next generation GPUs and Tegra SOCs. Your contributions will help us gain early insight into energy consumption of graphics and artificial intelligence workloads, and will allow us to influence architectural, design, and power management improvements.

What you'll be doing:

  • Use internally developed tools and industry standard pre-silicon gate-level and RTL power analysis tools, to help improve product power efficiency.

  • Develop and share best practices for performing pre-silicon power analysis, Enhance internal power tools and automate best practices

  • Perform comparative power analysis, to spot trends and anomalies, that warrant more scrutiny.

  • Interact with architects and RTL designers to help them interpret their power data and identify power bugs; drive them to implement fixes.

  • Select and run a wide variety of workloads for power analysis, Collaborate with performance and architecture teams to validate performance of the workloads

  • Prototype a new architectural feature in Verilog and analyze power.

What we need to see:

  • MS with 1-3 years of experience or PhD in related fields.

  • Basic understanding of concepts of energy consumption, estimation, and low power design.

  • Familiarity with Verilog and ASIC design principles, including knowledge of logic cells.

  • Good verbal/written English and interpersonal skills; much collaboration with design teams is expected.

  • Strong coding skills, preferably in Python, C++.

  • Ability to formulate and analyze algorithms, and comment on their time complexity and memory consumption.

  • Desire to bring data-driven decision-making and analytics to improve our products.

Ways to stand out from the crowd:

  • Familiar with the power tools/flow development is a big plus

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

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NVIDIA 소개

NVIDIA

NVIDIA

Public

A computing platform company operating at the intersection of graphics, HPC, and AI.

10,001+

직원 수

Santa Clara

본사 위치

$4.57T

기업 가치

리뷰

4.1

10개 리뷰

워라밸

3.5

보상

4.2

문화

4.3

커리어

4.5

경영진

4.0

75%

친구에게 추천

장점

Great culture and supportive environment

Smart colleagues and excellent people

Cutting-edge technology and learning opportunities

단점

Team-dependent experience and outcomes

Work-life balance issues with long hours

Politics and influence over competence

연봉 정보

73개 데이터

Junior/L3

Mid/L4

Junior/L3 · Analyst

7개 리포트

$170,275

총 연봉

기본급

$130,981

주식

-

보너스

-

$155,480

$234,166

면접 경험

7개 면접

난이도

3.1

/ 5

경험

긍정 0%

보통 86%

부정 14%

면접 과정

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Technical Interview

5

System Design Interview

6

Team Review

자주 나오는 질문

Coding/Algorithm

System Design

Technical Knowledge

Behavioral/STAR