Lead AI Engineer – Machine Learning
EPAM Systems
Description du poste
About the role
We are looking for a Lead AI Engineer to drive the design and deployment of cutting‑edge neural network solutions on specialized AI hardware. You will join a multidisciplinary team that combines expertise in computer architecture, ASIC design, compilers, and neural network compilers to build the next generation of AI‑focused computers.
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 resolve model performance issues, continuously improving results.
- Analyze model mapping 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 or lead‑developer experience.
- Strong English communication skills (B2 level or higher).
Required skills
- Proficiency in Python programming.
- Hands‑on experience with PyTorch for deep‑learning model development.
- Experience with C++ and kernel programming (nice to have).
- Knowledge of GPU/AI‑accelerator architectures.
What we offer
- Fully remote work from anywhere in Georgia (home, office in Tbilisi or Batumi, or coworking in Kutaisi).
- Opportunities to work abroad up to two months per year.
- Leadership development, career advising, soft‑skill and well‑being programs.
- Access to certifications (GCP, Azure, AWS) and EPAM’s internal learning platform.
- Employee Stock Purchase Plan, referral bonuses, comprehensive medical & family care.
- Free English classes, sports activities, and other employee benefits.
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