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NVIDIA
NVIDIA

Pioneering accelerated computing and AI

Deep Learning Architect, LLM Inference - New College Grad 2026

RoleMachine Learning
LevelMid Level
LocationUnited States, Canada, Santa Clara
WorkOn-site
TypeFull-time
Posted1 week ago
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We are now looking for a Deep Learning Architect, LLM Inference!

NVIDIA is at the forefront of the generative AI revolution. The Inference Benchmarking (IB) team specifically focuses on inference server performance optimization for Large Language Models (LLMs). If you're passionate about pushing the boundaries of GPU hardware and software performance and understand terms like disaggregated serving, data parallel attention, MoE, Qwen3.5, Deep Seek, GPT-OSS, then this is a great role for you!

What you'll be doing:

  • You will do workload characterization of the latest LLMs and inference servers like vLLM, SGLang and TRT-LLM to ensure NVIDIA maintains its leadership position.

  • Join forces with the performance marketing team to build engaging content, including blog posts and updates to InferenceX to highlight NVIDIA's outstanding inference achievements.

  • Collaborate with engineers from AI startup companies to establish standard benchmarking methodologies.

  • Develop a constantly evolving inference performance data results website.

  • Invent E2E profiling and analysis tools that you will use to keep up with the rapid pace of Generative AI.

  • Contribute to deep learning software projects, such as Py Torch, TRT-LLM, vLLM, and SGLang to drive advancements in the field.

  • Verify that new GPU product launches produce industry leading performance.

  • Collaborate across the company to guide the direction of inference serving, working with software, research, and product teams to ensure best-in-class performance.

  • Use the latest coding agents and inference technology to improve team efficiency.

What we need to see:

  • Master's or PhD degree in Computer Science, Computer Engineering, related fields, or equivalent experience.

  • Relevant software development experience.

  • Detailed knowledge of deep learning inference serving, Py Torch programming, profiling, and compiler optimizations.

  • Experience developing client server LLM applications with OpenAI API or MCP and identifying performance bottlenecks.

  • Solid understanding of CPU and GPU microarchitecture and performance characteristics.

  • Experience with complex software projects like frameworks, compilers, or operating systems.

  • Demonstrated proficiency with the latest AI coding agents like Claude Code, Codex, and Cursor

  • Excellent written and verbal communication skills and the ability to work independently and collaboratively in a fast-paced environment.

Ways to stand out from the crowd:

  • Demonstrate a drive to continuously improve software and hardware performance.

  • Showcase examples of novel use cases for agentic AI tools in the workplace.

  • Experience with databases and visualization tools will set you apart.

NVIDIA is widely considered to be one of the technology world's most desirable employers. We have a team of highly skilled and motivated individuals who excel in their work. If you have a proactive and independent approach, we want to hear from you!

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 124,000 USD - 195,500 USD for Level 2, and 152,000 USD - 241,500 USD for Level 3.

You will also be eligible for equity and benefits.

Applications for this job will be accepted at least until April 26, 2026.

This posting is for an existing vacancy.

NVIDIA uses AI tools in its recruiting processes.

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

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About NVIDIA

NVIDIA

NVIDIA

Public

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

10,001+

Employees

Santa Clara

Headquarters

$4.57T

Valuation

Reviews

10 reviews

4.4

10 reviews

Work-life balance

2.8

Compensation

4.5

Culture

4.2

Career

4.3

Management

3.8

78%

Recommend to a friend

Pros

Cutting-edge technology and innovation

Excellent compensation and benefits

Great team culture and collaboration

Cons

High pressure and expectations

Poor work-life balance and long hours

Fast-paced environment leading to burnout

Salary Ranges

79 data points

L3

L4

L5

L3 · Data Scientist IC2

0 reports

$177,542

total per year

Base

-

Stock

-

Bonus

-

$150,910

$204,174

Interview experience

5 interviews

Difficulty

3.0

/ 5

Interview process

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

Common questions

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Past Experience