EPAM Systems

Lead C++ Developer

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SeniorZdalnieFull-time

#369988·Dodano 5 miesięcy temu·2

Źródło: EPAM Systems

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Tech Stack / Keywords

C++CUDAPyTorch Python

Podsumowanie oferty

The Lead C++ Developer will join the interdisciplinary CoreML team to drive performance and optimization of training and serving for AI models. The role involves working with the latest TPU and GPU hardware, ML models, and advanced toolchains. The developer will address complex technical issues impacting AI efficiency and scalability, collaborating with researchers and engineers. Key responsibilities include designing high-performance kernels and developing infrastructure for open-source software libraries.

Wymagania

Bachelor's degree or equivalent practical experience.
Overall 7+ years of industry experience.
5 years of experience with software development in C++ or Python.
3 years of experience testing, maintaining, or launching software products.
1 year of experience with software design and architecture.
Expertise in performance optimization at the kernel level.
English proficiency at B2 level or higher.

Nice to have:

Skills in optimizing TPU/GPU code using low-level kernel languages like Pallas, CUDA, or Triton.
Knowledge of ML frameworks (JAX/PyTorch), common operations like attention and Mixture of Experts (MoEs), including model optimization and low-precision formats.
Understanding of modern accelerators (data movement, pipelining, heterogeneous compute, scale-out).
Understanding of compiler principles (optimization, code generation) and toolchains such as MLIR and OpenXLA.
Experience building developer infrastructure including OSS libraries, flexible high-performance APIs, and documentation.

Obowiązki

Design and optimize high-performance kernels using languages like Pallas, Mosaic, and Triton targeting TPU and GPU architectures for critical ML operations.
Architect infrastructure such as benchmarking suites, autotuning frameworks, performance analysis tools, regression testing, and documentation.
Track advancements in hardware architectures, compiler technologies, and AI models to identify new performance optimization opportunities.
Engage with ML researchers, framework developers (JAX, PyTorch), and compiler engineers (XLA) to enhance adoption, identify requirements, and address bottlenecks.

Benefity

Flexible schedule and opportunity to work remotely within Poland.
Chance to work abroad for up to 60 days annually.
Business-driven relocation opportunities.
Outstanding career roadmap and leadership development programs.
Certification opportunities (GCP, Azure, AWS).
Unlimited access to LinkedIn Learning, Get Abstract, Cloud Guru.
English classes.
Stable income with Employment Contract or B2B options.
Participation in the Employee Stock Purchase Plan.
Benefits package including health insurance, multisport, shopping vouchers.
Strategically located offices with entertainment and relaxation zones, table tennis, football, free snacks, and coffee.
Referral bonuses.
Corporate, social, and well-being events.

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