Senior AI/ML Software Engineer

3 weeks ago

Dublin, Dublin City, Ireland AMD Full time
Overview

We are recruiting a highly qualified senior engineer to join a team which works at the forefront of the rapidly developing AI field with critical impact on the AMD's AI/ML products. The team's responsibilities include providing scalable and performant solutions for the efficient mapping and implementation of the ML workloads on the existing and next-generation AMD products, which align with AMD's software and hardware roadmaps. We are looking for an outstanding engineer with a strong background in the ML usecases, hardware architectures for AI/ML, and analytical modelling of the ML use cases mapped onto target hardware architectures, to provide performance projections for the exploration and enabling of the scalable and optimized solutions on the existing and next-generation architectures.

Key Responsibilities
  • Analytical modelling of the compute and data movement for the performance optimized mapping of the ML use cases onto the parallel processing architectures such as NPU and GPU
  • Applying strong software engineering skills to implement/improve performance optimization techniques to be integrated into performance projection tool flows
  • Using performance projection tools to provide results for target ML workloads and hardware architectures
  • Technical interaction with internal engineering teams and AMD customers
  • Stay informed of trends in the areas of ML models/algorithms, software stacks and hardware architectures
Preferred Experience
  • Strong python and C/C++ programming experience
  • Strong understanding of AI/ML algorithms, tools/framework, and model representations such as onnx, pytorch
  • Strong experience in analytical modelling of the ML operators on target architectures in terms of compute and date movement
  • Background in using optimization libraries and solvers (e.g., PuLP, CBC, Gurobi) is a plus
  • Effective communication and problem-solving skills
Academic Credentials
  • Bachelor's or Master's or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.

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.

Seniority level
  • Mid-Senior level
Employment type
  • Full-time
Job function
  • Engineering and Information Technology
Industries
  • Semiconductor Manufacturing

Location: Dublin, County Dublin, Ireland

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