吉林大学北国之春BBS

· Understand and study compute problems inmachine learning (deep learning) solutions, problems such as low precision,fixed precision, network pruning, network compression, asynchronous distributedmulti-node/multi-gpu training, etc.

· Targeting some vertical domains in AI(image, video, speech, etc.), provide end-to-end solutions or prototypes.

· Solving real-world problems with modernmachine learning technologies, in manufacturing, telecommunication, finance,medical, etc.

· Support other internal teams.

· Backed by top research institutescollaborating with NVIDIA, digest and absorb their state-of-art researchachievements. Aligning with NVIDIA’s AI strategy, acquire necessarytechnologies.

Whatwe need to see:

· Majoring in Electronic Engineering, ComputerScience, Automation or others. Master degree or above.

· Experience in performance analysis,performance modelling and/or performance optimization.

· Deep understanding of computer architecture.In-depth project experience on processor architecture, including GPU, ARM, MIC,FPGA, Shenwei, etc.

· Deep understanding of basic theory andmethods of machine learning.

· In-depth work of one or few vertical areas(including image/video processing, speech recognition, natural languageunderstanding, recommendation algorithm, etc.).

§ C/C++4. Intern - Deep Learning Performance Architect – Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

【你会做些什么】

1. 针对架构和算法特征开发汇编级或者CUDA代码

2. 优化cuBlas、cuDNN、TensorRT的核心kernel

3. 针对未来GPU架构开发原型代码，推进下一代架构的设计和优化

【我们想要看到这样的你】

1. 较强的C++编程能力、算法分析和实现

2. 熟悉计算机体系结构

3. 有CUDA代码调优经验（或者SIMD等架构的调优经验）优先

4. 熟悉矩阵计算的优化和加速优先

5. 每周3天及以上，3个月及以上

5. Intern – GPU SM Arch – Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

【你会做些什么】

NVIDIA的GPU和SOC在性能和效率方面处于世界领先地位，SM（Streaming

Multi-processor）是其强大处理能力的核心。GPU SM架构师将参与设计实现为下一代GPU提供动力的最先进的SM架构，主动解決具有挑战性的技术问题，不断优化以达到最佳效果。

1. 在对现有SM架构的研究和学习基础上参与架构设计，提出自己的构想

2. 开发性能和功能的仿真模型

3. 对性能及功能进行测试和验证

4. 在模拟器/RTL上进行调试

【我们想要看到这样的你】

1. 计算机/电子相关专业本科/硕士/博士

2. 较强的C++/Perl/Shell 的知识背景及开发经历

3. 熟悉Linux开发环境，有相关经历加分

4. 对GPU架构工作有很强的兴趣

5. 实习时间至少6个月及以上，至少3天/周

6. Intern – GeForce Product Marketing Solution Architect – Beijing

【坐标】北京市朝阳区财富金融中心

What you’ll be doing:

· Investigate requirements and existingsolutions of vary segments of market (gaming/non-gaming), analyze and evaluateif/how to utilize GPU expertly in the particular area;

· Tune and/or prototype key applications withnew GPU technologies

· Design and develop tools to simulate andvalidate solutions and applications performance

What we need to see:

· Master degree in CS/EE;

· Strong programming skills in C /C++;

· Strong programming skills in CUDA;

· background of PC architecture, especiallyGPU;

· understand cloud/AI basic and video/imagecomputing technology is a plus;

· self-driven style, good English in writing;

· familiar with gaming industry is a plus,serious gamer is helpful;

7. Intern – Software Content Engineering Intern– Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

What you’ll be doing:

· Add and maintain contents on NVIDIA GeForceNOW gaming platforms.

· Gaming content data analysis, SW featuresdebugging and services trouble-shooting.

· Build content data analysis/management tools/systems.Design and implement new features of automation solutions for internal usages.

· Work in a global organization withcolleagues based in other regions.

What we need to see:

· Bachelor/master undergraduates in CS/EErelated majors, such as computer science and technologies, telecommunication,information management system, etc.

· We are glad to see the applicant is a selfstarter on software development. You show passions on software programming. Weare very happy to see you can learn new things by yourself, and resolveengineering problems independently.

· Strong programming skills, master one ormore programming languages, and deep understanding on software engineeringprocess.

· Programming experiences on Windows, Linuxand Android operating systems.

· Proficiency in written and spoken English.

Ways to stand out from the crowd:

· Have deep understanding on more than twodifferent paradigm programming languages, like object-oriented programming,functional programming, logical programming, etc.

· Have experiences on Linux systemadministrations, understanding Linux system programming is a huge plus.

· Deep knowledge on Android development,familiar with Android architectures and programming models.

· Software development experiences in cloudenvironment, such as AWS, Azure and Alicloud.

· A series gamer who is familiar with PC gamesand in-game graphics settings, play recent released AAA games on PC.

· Have real world project experiences onindustrial software. We are happy to know if you are familiar with agilesoftware development, DevOps, unit testing, refactoring, etc.

§ Web类/安卓8. Intern- Web Operation Intern – Beijing

【坐标】北京市朝阳区财富金融中心

What you’ll be doing:

· Maintain and update website contentincluding but not limited to banner, product image, layout, eDM in timelymanner.

· Manage requests and coordinate with variousstakeholders to ensure requests are handled promptly and accurately.

· Assist in preparation of marketingmaterials.

· Provide general administration support tothe team.

· Integrate open source and third-partyapplications into existing systems as needed.

· Web development support to web teamdesirable

What we need to see:

· Pleasant, positive working attitude, strongsense of responsibility and detail-minded.

· Excellent communication and interpersonal skill.

· Good PC knowledge of Microsoft Office Tools.

· Experience in Photoshop, Illustrator, Paintor other design related softwares is a plus.

· Experience in PHP, HTML/HTML5, JQuery,CSS/CSS3, XML HTML and JavaScript.

· Knowledge in PHP frameworks (Symfony) and JAVAprogramming is an advantage.

· Hands on experience with CMS platforms(Drupal, WordPress, Adobe Experience Manager) is an advantage.

· Willingness to undertake any other duties asmay be required from time to time.

· 至少实习6个月，每周至少4天

9. Intern- Android System Software Engineer – Beijing

【坐标】北京市朝阳区财富金融中心

What you’ll be doing:

· Design and implement software platform forTegra devices, mostly at the frameworks level.

· Design and implement Android system featuresor Android apps to enhance the user experience for Tegra products.

· Deliver excellent software for CTScertification

· Performance tuning, plus system stability

What we need to see:

· Pursuing BS or MS degree in EE/CS/CE

· Considerable programming experience inC/C++ and Java

· Expertise in multithreaded programming anddebugging

· Strong Computer Science fundamentals andproblem-solving skills

· Experience in Android application frameworksand UI frameworks internals

· Hands-on experience in Android applicationdevelopment

· In-depth knowledge of Android OS and AndroidFrameworks

· 至少实习6个月，每周至少3天

Ways to stand out from the crowd:

· In-depth knowledge of UI windowing systemand view/surface management

· Understanding of graphics and displaysoftware stacks

· Ability to debug UI performance issues

· Experience in test case design and automatedscripts for your own code

· Ability to work independently to gatherrequirements and design/implement/verify solutions

10. Intern- Web Service Software Intern– Shenzhen

【坐标】深圳市南山区科技园高新中二道5号生产力大楼1B

What you’llbe doing:

· You will be in your ownership of the fulldevelopment and release life-cycle, from web API, software architecture anddatabase interaction design to implementation, testing and deployment.

· You will evaluate technology alternatives,work closely with other project members and users to specify the system, buildschedules, and handle ongoing feedback and improvement releases.

· You will learn and build valuable featuresfor end users and significantly improve NVIDIA’s autonomous driving &consumer products’ user experience.

· You will work with Android app team membersto build the web services for apps. You can have an outstanding understandingof the whole pipeline: from web frontend, backend to apps.

What we need to see:

· Proficient in one ofJava/JavaScript/Python/PHP programming languages.

· Excellent software design, problem solvingand debugging skills

· Ability and flexibility to work andcommunicate effectively in a multinational, multi-time-zone corporateenvironment.

· A strong dream to build creative solutions.

Ways to stand out from the crowd:

· Familiar with current popular web frameworks(Spring MVC, AngularJS, etc.), RESTful API design, deep understanding of OOP,MVC and other design patterns.

· Experience with databases, MySQL and MongoDBare preferred.

· Deep understanding of Linux, and Linuxapplication/services development

· Familiar with cloud/distributed computing,high scalability and availability design, multi-thread, load balance and otherhigh-performance server architectures.

· Familiar with auto test methodologies forhigh concurrency cloud services.

· In-depth knowledge of Android/Automotive/IoTis a plus

§ 测试类11. Intern- CUDA Automation Triage Software Engineer– Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

What you’ll be doing:

· Triage failures from nightly and weeklyautomation testing

· Root cause the failure and assist developerto fix it

· Develop scripts/tools and optimize workflowto speed up work efficient

What we need to see:

· Good Linux/Windows OS knowledge

· Good trouble shooting, analytical skill,logical thinking and inferences capability

· Good Python script is a must

· Good C and develop experience under Linux isa plus

· Good testing experience is a plus

· work 3 days a week for at least 6 months isa must

Ways to stand out from the crowd:

· Can work 4 days a week for at least 6 months

· Excellent English communication andcollaboration skills

· MS or PhD degree from a leading universityin computer science

12. Intern- Perf Analyst Intern – Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

What you’ll be doing:

· Candidate will create, tune, run and analyzegraphics and systems benchmarks on PCs, workstations and laptops. Tasks mayinclude some scripting to automate current test processes and benchmarks forimproved efficiency.

· Candidate must have ample knowledge ofcomputer components and application level benchmarks that demonstrateperformance for a specific workload.

· Candidate may also need to configurecomputer systems with appropriate hardware and software to run benchmarks onvarious systems. They would run benchmarks on these systems.

· Candidate would analyze results frombenchmark runs and create reports to position NVIDIA products appropriatelyusing their evaluation.

What we need to see:

· BS in Computer Science or similar computerdiscipline

· Working knowledge of all Windows operatingsystems

· 简历请附上游戏经历

· 每周至少3天，至少6个月

Ways to stand out from the crowd:

· Knowledge of C, C++, Perl, OpenGL, Direct Xand D3D.

· Familiarity with Linux is a plus.

硬件类§ IC Level13. Intern - Physical Design CAD Engineer - Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

【你会做些什么】

1. 负责流程的自动化，回归测试

2. 对布局、布线、时序、时钟、功耗、噪声、DFM进行分析

3. 测试支持，使用perl/tcl/makefile/java进行infrastructure的编程。

【我们想要看到这样的你】

1. EE相关专业硕士，或者软件工程相关专业

2. 如果是EE相关专业，需对芯片设计中的设备模型、工艺、时序、噪声和功率有基本的了解; 如果是软件工程相关专业，需要有较强的独立编程经验。

3. 熟练掌握 Perl or TCL ( or C,Python) 者优先

4. 具有DL/ML相关背景者优先

5. 每周3天及以上，6个月以上（仅考虑20届学生）

14. Intern – ASIC Intern – Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

What you’ll be doing:

· Design/verification of multimedia hardware

· Work closely with NVIDIA architects toevaluate/improve multimedia architecture and algorithm

· Design/verification methodology study

What we need to see:

· Master candidate in EE/CS or related field

· Basic C/C++ knowledge is a must

· Basic digital circuit/verilog knowledge is amust

· 每周至少3天，至少6个月

Ways to stand out from the crowd:

· Quick learner, willing to take challenges ina new field

· Fluent English and good communicationskills

· Scripting knowledge (Perl/Python/Shell) is aplus

· High level synthesis knowledge is a plus

· Video/image processing background is a plus

· Microprocessor/security background is aplus

· Deep learning background is a plus

15. Intern – DFT Intern – Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

What you’ll be doing:

· DFT logic implementation and verification

· maintain DFT flow and run regression

What we need to see:

· Strong logic design and verificationbackground

· Possess basic knowledge of DFT (Scan/ATPG,MBIST, JTAG, etc.)

· Skilled in Perl/tcl programming

· Proficient at Verilog HDL

Ways to stand out from the crowd:

· Prefer to have experience with logicsimulators and debug tools (such as vcs, ncsim, verdi)

· Familiar with C/C++ , Makefile is a plus

· Strong problem solving and analytical skills

· Excellent communication skills and teamwork

16. Intern – SOC ASIC Intern– Shanghai

【坐标】上海市浦东新区，二号线广兰路地铁站附近

The NVIDIA SOCteam is looking for several top students to work on advanceddesign/verification projects --- using Machine Learning to help improve theefficiency.

Responsibilities:

· Write Perl/Python scripts to automate thedesign/verification flow

· Write Perl/Python scripts to collect datafor ML/DL training.

· Train some ML/DL models to improvedesign/verification efficiency.

MINIMUM REQUIREMENTS:

· BS / MS in electrical / computer engineeringand related.

· Good at Perl or Python scripts.

· Basic knowledge of machine learning and deeplearning

· Basic knowledge of ASIC design/verificationflow.

· Good Verilog/System Verilog coding abilityis a plus

· Excellent analytical and problem-solvingskills

· Good team work spirit, easy to cooperatewith team members

· Work >= 3 days per week.

其他17. Intern – OEM Marketing Intern– Beijing

【坐标】北京市朝阳区财富金融中心

What youwill be doing:

· Support marketing manager to guide OEMpartners brand compliance

· Track OEM brand compliance performance

· Track/consolidate OEM promotion info duringkey promotion seasons

· Consolidate OEM product info tracker formarketing program needs

· Research online and offline on China laptopgaming market including industry trends, gamer behavior, marketing programs

What we need to see:

· Fluent English skill.

· Familiar with and able to use Windows officetools

· Keen to learn new things. Pro-active workingattitude.

· Gaming knowledge/laptop knowledge will be aplus

· 每周至少3天，至少6个月（20届/21届）

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