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Staff Product Development Engineer (Data and AI Scientist )

AMD

Staff Product Development Engineer (Data and AI Scientist )

AMD

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Top Tier compensation with equity

Wellness benefits

Health, dental, and vision coverage

Learning and development stipend

Required Skills

Airflow

SQL

Python

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 looking for a practical and experienced Staff Product Development Engineer (Data and AI Scientist) with a strong background in end-to-end development and deployment of AI and machine learning solutions for the semiconductor industry.

THE PERSON: The ideal candidate should be comfortable working with large-scale datasets and designing algorithmic and scalable solutions. The candidate should also have excellent interpersonal skills for collaborating with engineering and business teams to deliver impactful outcomes.

KEY RESPONSIBILITIES:

  • Design, develop, and deploy end-to-end machine learning pipelines—from data ingestion to model serving
  • Work with large, complex data sets to extract insights and build predictive or decision-support models
  • Implement scalable solutions that integrate with enterprise data and software systems
  • Ensure reliability, maintainability, and performance of deployed models in production environments
  • Collaborate with cross-functional teams to translate real-world challenges into effective data-driven solutions
  • Contribute to internal tooling and frameworks that accelerate AI/ML delivery

PREFERRED EXPERIENCE:

  • Background in the semiconductor or electronics manufacturing domain
  • 7+ years of hands-on experience in deploying machine learning models and systems in production
  • Strong programming skills in Python, with experience in machine learning and/or deep learning libraries such as pandas, numpy, scikit-learn, Py Torch, or Tensor Flow
  • Proven experience working with large-scale data processing, including distributed data environments (e.g., SQL, Spark, or cloud-native solutions)
  • Solid understanding of software engineering practices—version control, CI/CD, unit testing, containerization, and system monitoring, by using tools like GitHub, Bitbucket, etc.
  • Contributions to open-source projects or public AI/ML work (e.g., GitHub, blogs, academic publications)
  • Experience with platforms or tools like Snowflake, Databricks, MLflow, Airflow, graph database, LLM and agentic AI framework (e.g., Lang Chain, etc.).
  • Familiarity with one or both of the following:
  • Large Language Models (LLMs)-based agentic workflow implementations
  • Graph-based analytics or knowledge-driven modeling

ACADEMIC CREDENTIALS:

  • Master’s in Computer Engineering, Computer Science, Data Science, or a related technical field

LOCATION: Singapore

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

M3

M4

M5

M6

L2 · Data Scientist L2

0 reports

$104,000

total / year

Base

$41,600

Stock

$52,000

Bonus

$10,400

$72,800

$135,200

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