【招聘】NVIDIA 深度学习达人 招聘

NVHR

NVIDIA火热招聘深度学习 (Deep Learning)
达人

这边是NVIDIAHR Tracy, 负责NVIDIA深度学习亚太区相关职位的招聘; 在此附上最新的岗位信息,有意向的朋友欢迎发送英文简历到
tracyw@nvidia.com     Wechat ：1751315121

目前热招岗位:

1.
AI Developer Technology Engineer –Beijing

2.
Solution Architect-Automotive-Beijing/Shanghai-New

3.
Deep Learning Instructor-Beijing

4.
Deep Learning Performance Architect-Shanghai/Beijing/Shenzhen-New

5.
Deep Learning Software Engineer (ComputeVision)-Shanghai/Shenzhen/Beijing

6.
Developer Technology Engineer of Machine Learning -Shanghai

1. AI Developer Technology Engineer-Beijing
Job Description

NVIDIA is looking for a passionate, world-class computer scientist towork in its Compute Developer Technology (DevTech) team.

What you'll be doing:

1.
Study anddevelop cutting-edge techniques in deep learning, graphs, machine learning, anddata analytics, and perform in-depth analysis and optimization to ensure thebest possible performance on current- and next-generation GPU architectures.

2.
Workdirectly with key customers to understand the current and future problems theyare solving and provide the best AI solutions using GPUs.

3.
Collaborateclosely with the architecture, research, libraries, tools, and system softwareteams at NVIDIA to influence the design of next-generation architectures,software platforms, and programming models.

What we need to see:

1.
A gooddegree from a leading university in an engineering or computer science relateddiscipline (BS; MS or PhD preferred).

2.
Strongknowledge of C/C++, software design, programming techniques, and AI algorithms.

3.
Experiencewith parallel programming, ideally CUDA C/C++.

4.
Goodcommunication and organization skills, with a logical approach to problemsolving, good time management, and task prioritization skills.

5.
Some travelis required for conferences and for on-site visits with customers.

2. SolutionArchitect-ADAS-Beijing/Shanghai/Shenzhen

For more than two decades, NVIDIAhas pioneered visual computing, the art and science of computer graphics. Witha singular focus on this field, we offer specialized platforms for the gaming,professional visualization, data center and automotive markets.
Our work is at the center of the most consequential mega-trends in technology —virtual reality, artificial intelligence and self-driving cars. Today, visualcomputing & artificial intelligence are becoming increasingly central tohow people interact with technology, and there has never been a more excitingtime to join our team.

NVIDIA is at the forefront of theautomotive revolution, powering many key solutions for major car manufacturers.We are engaged in the key areas of automotive business where visual computing& AI matters: AI Cockpit, ADAS and Autonomous cars.

READY TO HELP US CHANGE THE WORLD?

Comejoin our automotive team in China. We are now looking for an AutomotiveSolutions Architect to work with Chinese customers by using your expertise inAutonomous Driving and deep learning.

Whatyou’ll be doing: As anambassador of the NVIDIA Automotive Team, the Automotive Solution Architect isaccountable for driving new customer engagements by: ​

1.
Beingan industry thought leader on integrating NVIDIA technologies like AI, deeplearning into Automotive for AI cockpit & self-driving vehicles.

2.
Building& owning close technical relationship with customers/their partners.

3.
Workingwith automotive customers (OEM, Tier1s) and ecosystem partners likeResearchers, ISV, IHV, Start-ups to develop cutting edge & new technologiesthrough proof of concepts & eventually productizing it.

4.
Workingwith teams worldwide in virtual teams to coordinate technical activities andcustomer support.

5.
Maintainingand updating customers on new NVIDIA technologies.

6.
Producttesting and qualification at customer premises (if required) including,reviewing, identifying, reproduction of customer bugs.

What we need to see:

1.
Atleast 5 years professional experience in embedded automotive systemarchitecture, software engineering or similar

2.
Profoundwork experience in embedded systems based development and machine learning /deep learning experience with understanding of state of the art deep learningtechniques

3.
Parallelprogramming expertise, exposure to GPU technology and CUDA programming is aplus.

4.
Demonstrableexperience in a technical customer facing position

5.
Outstandingwritten and oral communication skills in English.

6.
Willingnessto travel and work at customer site across Asia.

7.
Leadinguniversity degree in a hardware or software related discipline.

8.
Ways to stand out from thecrowd:

9.
5+years in Advanced Driver Assistance System (ADAS) or Autonomous drivingexperience is a plus.

10.
Strongdesire and drive to build robust and efficient solution in automotive productsusing deep learning technology

11.
Solidfoundation in computer vision methods and concepts

12.
Understandingof DNNs, CNNs, recurrent nets, supervised and unsupervised learning, andoptimization techniques

13.
Experienceworking with one or more deep learning frameworks such as Caffe, Torch etc. isa plus.

14.
Workexperience in sensor fusion, functional safety areas is a plus.

3. Deep LearningInstructor-Beijing

NVIDIA is searching for a world-class trainer to helpcreate and deliver high-quality hands-on GPU programming content, focused inthe area of Deep Learning:

As an integral member of the Deep Learning Instituteteam, you will be responsible for:

1. Developing curriculum and training content for datascientists and software developers;

2. Training/certifying other instructors to teach DLIcontent; presenting on-site Deep Learning workshops;   

3. Delivering webcasts and office hours for onlinecourses;

4. This role presents an opportunity for an accomplishedcandidate with a capacity to learn quickly and exercise good judgment to gainin-depth experience driving growth in GPU-accelerated Deep Learning training withinthe developer community.

What we need to see:

1.       Bachelor’s degreein computer science/engineering or equivalent experience;

2.       1+ years ofexperience in Machine Learning or Deep Learning;

3.       Experiencecreating training content for developers;

4.       Comfortablepresenting to technical audiences

5.       Strongrelationship management skills; ability to handle multiple projectssimultaneously

6.       Ability to workcross-functionally across many levels of a matrixes organization  

7.       Willing to travel(45-60%)

4. Deep LearningPerformance Architect-Shanghai/Beijing/Shenzhen

工作职责：

* 针对架构和算法特征开发汇编级或者CUDA代码

* 优化cuBlas、cuDNN、TensorRT的核心kernel；

* 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；



基本要求：

* 严谨的逻辑思维和分析能力

* 有CUDA代码调优经验（或者SIMD等架构的调优经验）

* 熟悉矩阵计算的优化和加速
* 较强编程能力、算法分析和实现

* 熟悉计算机体系结构

Are you obsessed withperformance?  Do you like to work at theintersection of hardware and software? Do you live and breathe deep learning? NVIDIA is seeking world class programmers and performance architects wholove to squeeze out every cycle of performance from deep learning codes.  In this role, you will write code that shipsin our deep learning libraries, as well as guide the direction of our futureGPU architectures.  This position offersthe opportunity to have real impact in a fast-moving, technology-focusedcompany.

RESPONSIBILITIES:

·
Developstate of the art, performance critical code to accelerate deep learning onNVIDIA's platforms.

·
Developinnovative HW, DSP, GPU and system architectures to extend the state of the artin deep learning performance and efficiency

·
Analyzeand prototype key deep learning and data analytics algorithms and applications

·
Understandand analyze the interplay of hardware and software architectures on future algorithmsand applications

·
Collaborateacross the company to guide the direction of machine learning, working withsoftware, research and product teams

DESIREDSKILLS and EXPERIENCE:

·
MSor PhD in relevant discipline (CS, EE, Math)

·
Trackrecord of optimizing code for performance on CPUs or GPUs, including assemblyor SIMD programming

·
Strongmathematical foundation in machine learning and deep learning

·
Experienceworking with deep learning frameworks like Caffe, TensorFlow and Torch

·
Strongprogramming skills in C, C++, Perl, or Python

·
Familiaritywith GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP)

·
Strongbackground in computer architecture

·
Experiencewith matrix multiply and convolution algorithms

5. Deep LearningSoftware Engineer (Compute Vision)-Shanghai/Shenzhen/Beijing

What you’ll be doing:

1.
NVIDIA is looking for a passionate, world-class deeplearning expert to work in system software team. In this role, you will co-workwith the team members and customer to apply deep learning with GPU-accelerationto different marketing, such as IVA, robot.

2.
This position will be quite challenging and excitingsince no one ever does this job before all over the world.

3.
Collaborating closely with the architecture, research,libraries, tools, and other software teams at NVIDIA to investigate how tooptimize the inference performance on Tegra based Embedded platform.

4.
Implementing and optimizing MM SDK sample with deeplearning integration

5.
Working directly with deep learning expert from customerto understand the current and future problems they are solving, creating andoptimizing algorithms and data structures to provide the best solutions usingGPUs, through both library development and direct contribution to thealgorithm.

What we need to see:

6.
years customer support or software development experience

7.
A good degree from a leading university in an engineeringor computer science related discipline (BS; MS or PhD preferred).

8.
Strong knowledge of C/C++.

9.
Strong knowledge of software design, programming techniques,and algorithms.

10.
Strong mathematical fundamentals, including linearalgebra and numerical methods.

11.
Experience with parallel programming, CUDA C/C++ is aplus

12.
Experience with popular deep learning framework, such asCaffe, Torch, etc

13.
Deep understanding of popular network, such as GoogleNet,Faster R-CNN, etc is a plus

14.
Ways to stand out from the crowd:

15.
Experience with the development on embedded system is aplus

16.
Good communication and organization skills, with alogical approach to problem solving, good time management, and taskprioritization skills.

6. DeveloperTechnology Engineer of Machine Learning -Shanghai

·
Weare now looking for a Developer Technology Engineer of Machine Learning:

·
Whatyou’ll be doing:

·
1.       Applied research on machine learning,using deep learning frameworks to create various applications

·
2.       Analyze performance of machine learningsystems and applications Interact with software developer to provide GPU basedsolutions Write technical reports, white papers and present at conferences

·
3.       Work closely with the architecture anddriver teams on determining trends and features for next generation hardware

·
Whatwe need to see:  

·
1.       MS degree or higher in computer scienceor related majors

·
2.       Strong background of machine learningand GPU technologies, including neural networks, parallel computing,CUDAprogramming and  performance analysis

·
3.       Master in one or several of the deeplearning frameworks: Caffe,  TensorFlow,Theano, Torch or similar software.

·
4.       Experience in developing deep learningbased applications, such as pattern recognition, anomaly detection and datamining.

·
5.       Strong knowledge of C++, Python andprogramming techniques.

·
Waysto stand out from the crowd:

·
1.       Computer game or real-time 3Dapplicationdevelopment experience highly desirable.

·
2.       Understanding of GPU architectures aplus.

·
3.       Good communication skills required.

·
4.       Travel for on-site visits withdevelopers and to conferences will be required.

我们身处无人区, 无人领航，没有方向，没有答案，有的只有待解决的技术问题。我们领航，确定方向，找到答案。如果你喜欢不确定性，喜欢挑战未知，欢迎加入我们;