Senior Agentic System & Application Engineer

Advanced Micro Devices Näytä kaikki työpaikat

Helsinki
Vakituinen
Täyspäiväinen

1 kuukausi sitten

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.Senior Agentic System & Application EngineerRole DescriptionWe are seeking a Senior Software Development Engineer to build agentic AI systems that make HPC and GPU workloads easy to run and fast to execute. You will design and deploy autonomous pipelines that set up environments, compose and launch jobs, debug failures, profile performance, and ship validated optimizations into applications, libraries, and CI/perf gates. The role spans agent architecture (planning, tool-use, memory), LLM inference/serving, HPC integration (schedulers, containers), and performance tooling. You will work close to runtimes and compilers to enable kernel-level interventions, including tuning and code generation where appropriate, with strong correctness guarantees, reproducibility, and observability. You will also contribute to developing advanced agentic technologies and systems for diverse use cases beyond the scenarios above.Key Responsibilities

Build agentic frameworks for planning, tool-use, memory, and long-running workflow execution.

Automate env setup, containerization, and reproducible dependency resolution for target workloads.

Compose scheduler jobs and launch runs with resource-aware configuration and policy constraints.

Diagnose failures from logs/telemetry, propose fixes, and automate safe remediation loops.

Profile bottlenecks, apply optimizations, and benchmark candidates with variance control.

First 6-Month Goals

Ship an onboarding MVP: env + container + job compose/launch + failure triage, with reproducible run bundles.

Deploy to 1 production workloads; cut time-to-first-successful-run and deliver measurable speedups.

Add optimization loop for one hotspot kernel with correctness tests, rollback, and perf regression gates.

CollaborationYou will partner with the Platform team to deploy safely on shared clusters, with the Performance team to define benchmarks and variance controls, with the Compiler team to land codegen improvements, and with the Runtime team to expose tuning and debugging surfaces.Required Qualifications

MS/PhD (or equivalent) in CS/CE/EE or related field.

Shipped production agentic AI systems: orchestration, tool-use, memory, and long-horizon reliability.

Built LLM inference/serving on premise or using cloud APIs, with fallbacks, rate-limit handling, and observability.

Strong Python plus one system language: C/C++ or Rust/Go.

Delivered reliable systems with evals, regression gates, CI/CD, and incident-grade debugging.

Integrated automation with real tooling: code execution, build/test, schedulers, and telemetry.

Preferred Experience

HPC workflows: Slurm/Kubernetes, multi-node GPU runs, and containerization.

GPU profiling and performance analysis with ROCm/CUDA tools and trace workflows.

LLM pretraining or tuning (SFT, RL) and evaluation workflows.

Kernel authoring/tuning/codegen (Triton, CUDA/HIP) and production integration.

GEMM/Matmul optimization, fusion, mixed precision, and numerical validation.

Compiler stacks (MLIR/LLVM, XLA-like flows) and performance portability.

#LI-MH3#LI-HYBRIDBenefits 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

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