EPAM Systems

Senior AI/ML Engineer with PyTorch, ?++

EPAM Systems$135K — $160K *
US-Anywhere
+ 2 other locationsRemote
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years of Python programming experience, particularly with PyTorch for deep learning
  • Hands-on expertise in designing, training, and deploying neural networks
  • Strong understanding of machine learning fundamentals, including supervised and unsupervised learning
  • Proficiency in troubleshooting and optimizing machine learning models
  • B2 level or higher proficiency in English

Responsibilities

  • Design, implement, and iterate on neural network architectures using PyTorch
  • Train, validate, and fine-tune machine learning models for accuracy and robustness
  • Investigate and troubleshoot model performance issues while iterating on improvements
  • Analyze model deployment on client devices, focusing on compilation and kernels
  • Identify and propose innovative solutions to gaps in functionality and performance
  • Deploy neural networks for varied applications across multiple environments
Full Job Description
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

About EPAM Systems

EPAM Systems, Inc. is a leading global provider of digital platform engineering and development services. The company has a strong presence in North America, Europe, and Asia, and serves clients in a variety of industries, including financial services, healthcare, and retail. EPAM's services include software engineering, product development, and digital platform engineering, and the company has a reputation for delivering high-quality solutions that help its clients achieve their business goals. EPAM has been recognized as a leader in the digital services industry by a number of independent research firms, and the company has won numerous awards for its work.
Learn more about EPAM Systems
Size
58,824 employees
Market Cap
$18.2 billion
Industry
Net Income
$327.1 million
Founded
1993
5 Year Trend
+26.5%
Revenue
$2.6 billion
NASDAQ

Similar Jobs

More Jobs at EPAM Systems

More Information Technology Jobs

Find similar Senior AI/ML Engineer with PyTorch, ?++ jobs: