トレンド企業

AMD
AMD

Together we advance.

AI Models GPU deployment software Engineer

職種機械学習
経験ミドル級
勤務地Markham, Canada
勤務オンサイト
雇用正社員
掲載3ヶ月前
応募する

福利厚生

ストックオプション

健康保険

無制限休暇

Learning Budget

必須スキル

TensorFlow

Airflow

PyTorch

WHAT YOU DO AT AMD CHANGES EVERYTHING:

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.

Together, we advance your career.THE ROLE: AMD is looking for a software engineer who is passionate about expanding AI models on AMD GPUs, and improving the performance of key applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology.

THE PERSON: Strong technical and analytical skills in C++/Python AI development in a Linux environment. Ability to work as part of a team, while also being able to work independently, define goals and scope and lead your own development effort.

KEY RESPONSIBILITIES:

  • Enable and optimize key AI models (LLM, Vision, Multi Modal, etc.) on AMD GPUs
  • Optimize AI frameworks like Py Torch, Tensor Flow, etc. on AMD GPUs in upstream open-source repositories
  • Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for AI
  • Work with open-source framework maintainers to understand their requirements – and have your code changes integrated upstream
  • Optimize GPU kernels, understand and drive AI operator performance (GEMM, Attention, etc.) with specialized teams
  • Work in a distributed computing setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems
  • Apply your knowledge of software engineering best practices

PREFERRED EXPERIENCE:

  • Knowledge of GPU computing (HIP, CUDA, OpenCL)
  • AI model experience or knowledge
  • Natural Language Processing, Vision, Audio, Recommendation systems
  • Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.
  • Experiences to run workloads on large scale heterogeneous cluster is a plus
  • Experiences to optimize GPU kernels for performance is a plus

ACADEMIC CREDENTIALS:

  • Masters or PhD or equivalent experience in Computer Science, Computer Engineering, or related field

Benefits offered are described:  AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position.  AMD’s “Responsible AI Policy” is available here.

This posting is for an existing vacancy.

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AMDについて

AMD

AMD

Public

Advanced Micro Devices, Inc. (AMD) is an American multinational semiconductor company headquartered in Santa Clara, California.

10,001+

従業員数

Santa Clara

本社所在地

$240B

企業価値

レビュー

10件のレビュー

3.7

10件のレビュー

ワークライフバランス

2.8

報酬

3.2

企業文化

4.1

キャリア

3.4

経営陣

3.8

68%

知人への推奨率

良い点

Great team culture and spirit

Innovative projects and cutting-edge technology

Supportive management and leadership

改善点

High workload and overwhelming demands

Work-life balance challenges

High pressure and stressful deadlines

給与レンジ

6件のデータ

L2

L6

M3

M4

M5

M6

L3

L4

L5

L2 · Data Scientist L2

0件のレポート

$104,000

年収総額

基本給

$41,600

ストック

$52,000

ボーナス

$10,400

$72,800

$135,200

面接レビュー

レビュー2件

難易度

3.0

/ 5

期間

14-28週間

内定率

50%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Hiring Manager Interview

4

Technical Interview

5

Offer

よくある質問

Technical Knowledge

Behavioral/STAR

Past Experience

Problem Solving