Research Intern Deep Learning Artificial Intelligence - jobs at Nvidia in Taiwan, Taipei

What you will be doing:

• Research, design and implement novel computer vision and deep learning methods.

• Publish original research.

• Collaborate with other team members and teams.

• Mentor interns.

• Speak at conferences and events.

• Transfer technology to product groups.

• Collaborate with external researchers.

What we need to see:

• Must hold a Ph.D. in Computer Science/Engineering, Electrical Engineering, or a related field (or equivalent experience).

• Excellent knowledge of theory and practice of computer vision and deep learning methods.

• A track record of research excellence with your work published in top conferences and journals such as NeurIPS, ICML, ICLR, CVPR, PAMI, etc., and other research artifacts such as software projects.

• Knowledge of common machine learning frameworks, such as PyTorch.

• Excellent programming skills in some rapid prototyping environments such as Python; C++ and parallel programming (e.g., CUDA) is a plus.

• Excellent communication skills.

What you'll be doing:

• Be involved in the definition, architectural design, and development of security/MCU firmware for NVIDIA DGX products with an opportunity to craft its future.

• Assist with defining and making sure the software development process meets security standards.

• Perform security threat modelling for our software.

• Design and/or make recommendations for security/MCU/CorePDK solutions that apply to our software to satisfy DGX/GPU server guidelines and requirements.

• Design Firmware tool and Display Firmware to make sure DGX/GPU products go for production smoothly.

• Design Diagnostic software to help validate GPU HW with good performance and quality.

What we need to see:

• Masters or higher in electrical engineering, computer science, or computer engineering (or equivalent experience).

• Have software/firmware design, development, analysis or equivalent experiences.

• Experience in building and implementing

  embedded
  software/drivers. Familiarity with DMTF PLDM, MCTP, SPDM standards is a plus.

• Background in

  embedded
  software development in
  Linux
  environment. Backgrounds with FreeRTOS/Zephyr, RISCV or security technologies: Root of Trust, etc. are a plus

• Plus to be experienced in threat modeling and modeling attack-vectors.

• Strong programming skills in Ada/Spark, C/C++/Python, algorithms, and data structures. Background with SBIOS and BMC firmware is a plus.

• Strength being hands-on with development in addition to experience in software security. Deep understanding of

  computer architecture
  , operating system fundamentals.

• A strong teammate; self-motivated with a positive attitude; with a motivation to learn, grow and build.

Ways to stand out from the crowd:

• A successful candidate should be able to work independently and highly self-motivated. He or she should drive issues with little or no supervision.

• A key success for this position is not only a thorough understanding of system architecture, security and software, but also solid grasp of system design, use case requirements and software stacks.

• Excellent communication skills, flexibility in task assignments and working under pressures are also indispensable for this candidate.

What you’ll be doing:

• Designing and developing test and framework that can most efficiently validate and stress SOC/System and to see them through the full software development lifecycle. This can include working in user-space, kernel, firmware or boot software of SOC.

• Architecting and driving new diagnostic software solutions that cater to all phases of the product life cycle - bring up, manufacturing, hardware qualification, failure analysis and custom platforms.

• Spearhead various initiatives to improve efficiency, robustness and user friendliness of the software we deliver for design validation, thermal & power characterization, manufacturing screening, and external customers bring up

• Understand and participate in the debug /root cause analysis of very complex board/system level failures.

• Communicate optimally with various teams throughout the company, as well as customers and partners.

What we need to see:

• BS/MS in EE/CS or equivalent experience.

• Strong C/C++ programming skills.

• Experience with low level / driver level programming.

• Familiarity with SOC architecture, and ability to work close to the hardware.

• Strong problem-solving and debugging skills.

• Expert communication, interpersonal and planning skills.

Ways to stand out from the crowd:

• Solid understanding of ARM platform and Linux Kernel internals

• Experience in Pre-Silicon / Post-Silicon bringup planning, system validation testing, and execution of complex SoCs and platforms.

• Consistent record of learning new technologies on the job in a time-bound manner

• Experience working in teams on large SW projects as well as an understanding of SW product release lifecycle

What you’ll be doing:

• You will work with ground breaking technologies for the Tegra SoC and various NVIDIA embedded platforms

• Implement power and thermal management software features in Linux Kernel and user space

• Collaborate with power architects, hardware and software engineers on usecase power estimation, power and performance optimization

What we need to see:

• MS in CS, CE, EE, Systems Engineering or related software/hardware engineering major

• Software development experience with a significant focus on Linux

• Excellent Cprogramming/debuggingskills within Linux kernel and user space software

• Background with working on embedded systems and ARM processor specific

• System-level debugging experience and problem-solving skills

• Excellent communication skills

Ways to stand out from the crowd:

• Experience in working with the Linux and open-source software communities

• Understanding of the Linux power management features (scheduler, dynamic frequency scaling, runtime power management, suspend to RAM), factors influencing power efficiency at chip and platform.

What you’ll be doing:

• Develop in-house software to enable advanced testing on NVIDIA hardware.

• Create automation flows to support ATPG and DFT requirements.

• Optimize software performance and drive quality improvements.

• Collaborate closely with Design, DFT, and Test Engineering teams to ensure test quality, improve efficiency, and support silicon bring-up.

What we need to see:

• Master’s degree in Electrical Engineering, Computer Engineering, or Computer Science.

• Strong programming skillsin Python and C++ (required).

• Experience with TCL, Perl, Java, or other programming languages is a plus.

• Strong communication skills with the ability to work effectively in a team environment.

• Fluency in English (spoken and written).

Ways to stand out from the crowd:

• Knowledge of Design for Testability (DFT) concepts, including Scan, ATPG, and JTAG.

What you'll be doing:

• Develop automation test infrastructure-based data center

• Work closely with AI infrastructure engineer to develop FW/OS feature testing

• Strong ability to work independently, given requirements

• Strong Linux development and debugging experience

• Demonstrable comprehension of Information Security, including malware, emerging threats, charges, and vulnerability management

What we need to see:

• Master’s degree in computer science or electrical engineering

• Experienced in effectively bringing to bear AI and knowledgeable in CI/CD tools

• Strong Python/C++ programming skills

• Excellent communication and social skills

• Excellent data analysis skills and the ability to resolve issues involving sophisticated systems

• Good at English read/write/speak

What you'll be doing:

• Be part of an analog team developing high-speed chip interfaces and complex analog functions that enable our graphics processing units (GPU) and SoC products (Tegra)

• Design state-of-the-art mixed-signal circuits in deep sub-micron CMOS technologies.

• Work closely with physical/layout engineers to floorplan and implement physical design of these functions.

• Support debug, characterization and support product through high-volume production.

• If you have the dream to learn and explore new technologies and have good analytical skills, this is the ideal position for you.

What we need to see:

• You have a MSEE or PhD in Electrical Engineering.

• Proven understanding of analog circuit layout concepts in submicron CMOS technologies

• You have interests in more than one of the following areas: digital links for display interfaces (such as HDMI, LVDS, DVI, MIPI PHY, Display Port), USB, low-jitter clock synthesis using PLL techniques, IO pads, high-speed serial links, and ADC.

• Able to communicate in spoken and written English

• Work effectively in a team, good communication skills, enthusiasm and positive energy.

• Proficiency in scripting languages like perl, python, skill etc.

• Experience with design and verification tools (Cadence's IC design environment, analog circuit simulation tools like HSpice, Finesim, XA)

• You are an expert with Cadence custom circuit design tools - particularly virtuoso

• Experience running and debugging DRC and LVS with verification tools