Senior Aı/Ml Engineer With Pytorch, ?++

EPAM SYSTEMS TURKEY YAZILIM GELİŞTİRME LİMİTED ŞİRKETİ

We are looking for a Senior AI/ML Engineer to join the ML & AI team, driving the design, training, and deployment of advanced deep learning models.

Responsibilities

• Design, implement, and iterate on neural network architectures using PyTorch to achieve optimal performance on diverse tasks.
• Train, validate, and fine-tune machine learning models using relevant datasets to ensure high accuracy and robustness.
• Investigate and troubleshoot model performance issues, and iterate on models and techniques to continuously improve results.
• Analyze how models map onto the client's devices through compilation steps and kernels.
• Identify gaps in functionality and performance, and propose innovative solutions to mitigate any issues.
• Deploy neural networks for various applications across different environments.
• Apply machine learning fundamentals to ensure effective supervised and unsupervised learning outcomes.

Requirements

• 3+ years of experience in Python programming, with hands-on expertise in PyTorch for developing and training deep learning models.
• Proficiency in designing, training, and deploying neural networks for various applications.
• Understanding of machine learning fundamentals, including supervised and unsupervised learning techniques.
• Expertise in troubleshooting and optimizing model performance across diverse tasks and datasets.
• English proficiency at B2 level or higher.

Nice to have

• Familiarity with C++ and kernel programming.
• Knowledge of GPU/AI-accelerator architectures.