Description
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:
You will join a high-impact diagnostic test development team focused on leveraging AI/ML to transform silicon validation, reliability screening, and failure analysis workflows. You will conceptualize and prototype novel AI-driven diagnostic methodologies, working closely with test, product, and architecture teams to bring these innovations from idea to production. This position offers the opportunity to influence next-generation semiconductor products while operating in a highly collaborative engineering environment.
THE PERSON:
A creative problem solver who thrives in ambiguity and enjoys transforming conceptual ideas into working AI/ML solutions. You excel at cross-functional communication, have strong analytical thinking, and are driven by innovation. You are comfortable working with complex semiconductor data and can rapidly iterate on models and tools to meet engineering needs.
KEY RESPONSIBILITIES:
- Develop AI/ML algorithms to enhance diagnostic test coverage and efficiency.
- Identify opportunities where AI can significantly improve failure analysis, pattern recognition, and anomaly detection.
- Build prototypes, validate performance, and transition successful solutions into production test flows.
- Partner with silicon, product, and test engineers to gather requirements and refine AI-driven methodologies.
- Drive innovation during the first 3–12 months by delivering proof‑of‑concept models, scalable tools, and measurable improvements to diagnostic capability.
PREFERRED EXPERIENCE:
- Strong AI/ML background including deep learning, statistical modeling, and data analytics.
- 5+ years experience working with semiconductor verification, validation, or test data.
- Familiarity with C++, Python, PyTorch/TensorFlow, and data engineering pipelines.
- Experience conceptualizing and implementing AI solutions in complex technical domains.
ACADEMIC CREDENTIALS:
- Bachelor's or Master's degree in Electrical Engineering, Computer Engineering, Computer Science, or related field preferred.
LOCATION:
Singapore
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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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