Lead AI Engineer – Machine Learning
EPAM Systems
Job description
About the role
EPAM is looking for a Lead AI Engineer to drive the design and deployment of advanced neural network solutions on specialized AI hardware. You will work with a multidisciplinary team that spans compilers, neural network research, LLMs, and CNNs.
Key responsibilities
- Design, implement, and iterate on neural network architectures using PyTorch to meet performance targets.
- Train, validate, and fine‑tune machine‑learning models on diverse datasets, ensuring high accuracy and robustness.
- Investigate and troubleshoot model performance issues, continuously improving results.
- Analyze how models map onto Tenstorrent devices through compilation steps and kernel optimization.
- Identify functional and performance gaps, proposing innovative solutions.
- Collaborate with cross‑functional teams working on compilers, LLMs, and CNNs.
- Deploy neural networks for various applications, guaranteeing scalability and reliability.
Required profile
- 5+ years of experience in machine learning and AI engineering.
- At least 1 year of leadership experience in a technical team.
- Strong proficiency in Python and hands‑on experience with PyTorch.
- Proven ability to design, train, and deploy neural networks for real‑world tasks.
- Solid understanding of supervised and unsupervised learning techniques.
- Experience troubleshooting model performance and mapping models onto AI accelerators.
- Excellent English communication skills (B2 level or higher).
Required skills
- Python
- PyTorch
- C++ (nice to have)
- Kernel programming (nice to have)
- GPU/AI‑accelerator architectures (nice to have)
What we offer
- Innovative projects with global impact.
- Flexible work environment – office or remote.
- Opportunities to work abroad up to two months per year.
- Relocation options across 55+ countries.
- Leadership development, career advising, and well‑being programs.
- Certifications (GCP, Azure, AWS) and unlimited internal learning resources.
- Medical & family care package, referral bonuses, and fitness discounts.
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Published 1 апта мурун
Expires 1 ай ичинде
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