Senior C++ Software Engineer with CUDA/GPU/TPU

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SeniorFull-time
#390359·Dodano 10 dni temu·2
Źródło: EPAM Systems
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Tech Stack / Keywords

C++Machine LearningPyTorchCUDA

Wymagania

  • 5+ years of experience in software engineering with a focus on ML/AI
  • 5+ years of experience in C++ and CUDA/kernel programming
  • Knowledge in GPU/AI-accelerator architectures
  • Experience in building and working with ML models in PyTorch or TensorFlow
  • Understanding of modern ML model architectures such as transformers
  • English proficiency at B2 level or higher

Nice to have:

  • Proficiency in Python programming with hands-on experience in developing, training and fine-tuning deep learning models
  • Skills in designing, implementing and iterating on neural network architectures to achieve optimal performance on diverse tasks
  • Capability to investigate and troubleshoot model performance issues including gaps in compilation steps and kernels
  • Demonstrated experience in designing, training and deploying neural networks for various applications
  • Solid understanding of machine learning fundamentals including supervised and unsupervised learning techniques

Obowiązki

  • Write kernels in C++ for various operations used across AI and ML workloads
  • Develop and optimize the compiler and neural network stack supporting LLMs and CNNs
  • Collaborate with experts in computer architecture, ASIC design and advanced systems to build next-generation computing solutions
  • Design and implement AI/ML kernel operations tailored to GPU/AI-accelerator architectures
  • Build and maintain ML models using PyTorch or TensorFlow
  • Ensure kernel-level performance and correctness across modern neural network architectures such as transformers
  • Take ownership of key technical decisions as a lead developer within the ML & AI team

Benefity

  • Opportunity to work remotely within Poland and hybrid mode by design
  • Chance to work abroad for up to 60 days annually
  • Business-driven relocation opportunities
  • Career development programs
  • Thought leadership, mentoring, soft skills and well-being programs
  • Certification (Anthropic, Gemini, GCP, Azure, AWS)
  • English classes
  • Stable pay
  • Participation in the Employee Stock Purchase Plan with a 15% discount
  • Benefits package including health insurance, multisport, shopping vouchers
  • Referral bonuses up to $2,000
  • Offices with entertainment and relaxation zones, table tennis and football, free snacks, coffee
  • Corporate, social, and well-being events
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