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ML Kernel Software Development Engineer

AMD

ML Kernel Software Development Engineer

AMD

Shanghai

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Wellness benefits

Top Tier compensation with equity

Annual team offsites

Remote work flexibility

Required Skills

TensorFlow

SQL

Airflow

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:

We are seeking a talented and motivated New College Graduate to join our ROCm Core team. You will be responsible for enhancing and optimizing ML kernels to improve performance and efficiency. This is an exciting opportunity to work with cutting-edge technologies and contribute to innovative ML solutions.

THE PERSON:

The ideal candidate possesses an innovative and problem-solving mindset, has a keen eye for Software engineering development, and is diligent and passionate about Technology.

KEY RESPONSIBILITIES:

  • Develop and optimize ML kernels with focus on performance and scalability.
  • Collaborate with cross-functional teams to understand requirements and deliver high-quality software components.
    Assist in design and implementation of new ML algorithms and frameworks.
  • Participate in code reviews, testing, and debugging processes to ensure the delivery of reliable software.
  • Keep up-to-date with latest advancements in machine learning and hardware optimization techniques.

PREFERRED EXPERIENCE:

  • Strong foundation in machine learning concepts and algorithms.
  • Experience in programming languages such as C++, Python, or similar.
  • Familiarity with GPU programming and parallel computing, like CUDA or ROCm.
  • Experience with ML frameworks like Tensor Flow, Py Torch, or similar.
  • Excellent problem-solving skills and attention to detail.
  • Ability to work in a team-oriented environment and excellent communication skills.

ACADEMIC CREDENTIALS:

  • Bachelor or above degree in Computer Science, Electrical 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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About AMD

AMD

AMD

Public

A semiconductor company that designs and develops graphics units, processors, and media solutions

10,001+

Employees

Santa Clara

Headquarters

Reviews

3.5

25 reviews

Work Life Balance

3.2

Compensation

4.1

Culture

3.6

Career

3.4

Management

3.1

65%

Recommend to a Friend

Pros

Good compensation and benefits

Positive work environment

Great management and coworkers

Cons

Poor work life balance

Micromanagement and excessive tracking

Too much pressure and workload

Salary Ranges

6 data points

L2

L3

L4

L5

L6

L2 · Data Analyst L2

0 reports

$76,430

total / year

Base

$30,572

Stock

$38,215

Bonus

$7,643

$53,501

$99,359

Interview Experience

5 interviews

Difficulty

3.6

/ 5

Duration

14-28 weeks

Offer Rate

60%

Experience

Positive 20%

Neutral 20%

Negative 60%

Interview Process

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Technical Interview

5

Hiring Manager Interview

6

Offer

Common Questions

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience

System Design