20 beste Stellen als machine learning in hürth, nw – aktuell auf Personalsuche

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4 Tage
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Senior Compiler Engineer – AI Accelerators (LLVM/MLIR)

Advanced Micro Devices, Inc -
Köln

Jetzt bewerben

Details zur Stelle

vor 4 Tagen

Qualifikationen

Doktorat
Informatik
PyTorch
FPGA
Git
Master
C++
Bachelor
Machine Learning
Computertechnik
Softwareentwicklung
Linux
Künstliche Intelligenz
Kommunikationsfähigkeit
Python
Debugging

Vollständige Stellenbeschreibung

Overview:

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.

Responsibilities:

The Role

We are seeking a hands-on Compiler Engineer to help build and optimize AMD’s compiler stack for Neural Processing Units (NPUs). This role focuses on frontend and mid-end compiler development for AI workloads, including graph transformations, operator fusion, tiling, memory-layout-aware optimizations, and efficient mapping to accelerator hardware. You will work with open-source compiler infrastructure such as LLVM and MLIR and collaborate closely with hardware, runtime, and model teams to deliver high-performance, production-ready software for AMD AI devices.

The Person

The successful candidate will bring strong software engineering fundamentals, practical compiler experience, and a solid understanding of hardware/software interaction.

We welcome candidates with experience in architecture-aware software optimization, including compiling for accelerators, ASICs, FPGAs, GPUs, NPUs, or other specialized hardware, as well as optimizing software based on hardware characteristics such as memory hierarchy, parallelism, and data movement.

This is not a pure machine learning application or data science role.

Key Responsibilities

Design, develop, and maintain compiler components targeting AMD AI accelerators, with an emphasis on frontend and mid-end transformations.
Implement and enhance compiler optimizations, including operator fusion, tiling, memory layout transformations, scheduling, and code generation support for AI workloads.
Use C++ and Python to develop compiler passes, test infrastructure, and development tools on top of LLVM/MLIR and related open-source technologies.
Analyze model and benchmark performance, debug compiler issues, and identify efficient mappings of workloads to hardware.
Collaborate with hardware architects, runtime teams, and machine learning framework teams to improve compiler quality, correctness, and performance.
Contribute to build, test, and development infrastructure to improve robustness, scalability, and engineering efficiency.
Take ownership of technically significant projects while collaborating effectively across distributed teams.

Qualifications

Bachelor's degree with 8+ years, Master's degree with 6+ years, or PhD with 3+ years of experience in compiler engineering, systems software, or performance-critical software development.
Strong C++ programming skills and proficiency in Python.
Understanding of compiler fundamentals, including intermediate representations, optimization passes, code generation, and debugging.
Experience with LLVM, MLIR, TVM, or similar compiler frameworks.
Experience implementing compiler passes within LLVM/MLIR or comparable compiler infrastructure.
Knowledge of software optimizations related to hardware architecture characteristics, including memory hierarchy, data movement, threading, vectorization, or accelerator execution models.
Experience with AI/ML model compilation or deployment, or with compiling for specialized hardware such as GPUs, NPUs, DSPs, ASICs, or FPGAs.
Strong problem-solving, debugging, and communication skills.

Preferred Qualifications

Experience with ONNX, PyTorch, or other machine learning frameworks and their compiler/runtime interfaces.
Experience with graph-level transformations, domain-specific intermediate representations (IRs), or ML-focused optimizations.
Contributions to open-source compiler or AI infrastructure projects.
Experience working in Linux-based development environments and with modern software engineering tools such as Git, CI systems, debuggers, and profilers.
Familiarity with software stacks for AI accelerators or embedded/high-performance computing devices.

Education

Bachelor's, Master's, or PhD in Computer Science, Computer Engineering, Electrical Engineering, or a related technical field.

#LI-MH3

#LI-HYBRID

Qualifications:

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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Erweiterte Suche

machine learning Jobs in hürth, nw

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