Sys/Test Validation Engineer

Advanced Micro Devices View all jobs

  • Shanghai
  • Permanent
  • Full-time
  • 2 months ago
Job Description:WHAT YOU DO AT AMD CHANGES EVERYTHINGAt 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 an experienced and highly motivated validation lead w/ strong AI Data Analysis capability for AMD products. The candidate will leverage AI and machine learning techniques to cleanse, analyze, and predict trends from large datasets. This role is pivotal in ensuring data quality, enabling accurate predictive modeling, and providing actionable insights to drive business decisions.KEY RESPONSIBILITIES:
  • Enable Patch/FW validation during sustaining phase as well as SW point release system validation to reduce any field issue due to BIOS/FW/Driver and guarantee a sustainable quality of our products.
  • Data Cleansing & Preprocessing:
  • Utilize AI algorithms to identify and correct errors, inconsistencies, and missing values in datasets.
  • Implement data standardization and normalize data for analysis.
  • Develop automated data cleansing pipelines to improve efficiency and accuracy.
  • Predictive Modeling:
  • Build and deploy machine learning models to predict future trends and outcomes based on historical data.
  • Continuously refine models to improve prediction accuracy and adapt to changing data patterns.
  • Collaborate with cross-functional teams to define prediction objectives and success metrics.
  • Data Analysis & Insights:
  • Conduct exploratory data analysis to uncover patterns, correlations, and anomalies in datasets.
  • Generate visualizations and publish on internal sharepoint
  • Provide recommendations based on data analysis to support strategic decision-making.
PREFERRED EXPERIENCE:
  • 6-8 years of experience in data analysis, with a focus on data cleansing and predictive modeling.
  • Proficient in Python, R, or similar programming languages for data analysis and machine learning.
  • Familiarity with AI frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn.
  • Experience with data visualization tools such as Tableau, PowerBI, or Matplotlib.
  • Knowledge of SQL and database management systems.
  • Familiar with system validation on laptop, desktop or server products.
LOCATION:Shanghai, ChinaACADEMIC CREDENTIALS:Bachelor’s or Master’s degree in related discipline preferred#LI-JG2Benefits offered are described: .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 availableThis posting is for an existing vacancy.

Advanced Micro Devices