Senior Machine Learning Engineer in EPAM Systems, Inc.

Senior Machine Learning Engineer Description

We are in search of a skilled Senior Machine Learning Engineer to join our team. The successful candidate will play a crucial role in developing and deploying cutting-edge computer vision solutions using Amazon Web Services and Python.

The remote option applies only to the Candidates who will be working from any location in Ukraine.

Responsibilities

• Develop and deploy a CV model to monitor PPE safety on the GoM offshore platform using AWS Cloud Services
• Identify missing hard hats, gloves, and safety goggles, and record findings in the Oxy observations database for further action
• Establish an MLOps computing foundation for Computer Vision, enabling general use for future models and use cases
• Collaborate with cross-functional teams to ensure the successful deployment and operation of the CV solution
• Work with edge devices and AWS Greengrass to deploy the CV model to the edge
• Utilize Python and Pandas for data processing and model development
• Contribute to the continuous improvement of the CV solution and its integration with AWS services

Requirements

• 3+ years of relevant professional experience
• Proficiency in Amazon Web Services (AWS) Cloud Services, including S3 buckets, AWS Lambda, etc
• Strong expertise in Python and Pandas, as well as experience with machine learning libraries such as Tensorflow, Keras, PyTorch, and NVIDIA TensorRT
• Solid understanding of computer vision principles and techniques, with a focus on developing and deploying CV models
• Experience in deploying solutions to edge devices and familiarity with MLOps best practices
• Ability to work with Docker and Git for version control and containerization
• Excellent problem-solving and analytical skills, with a strong attention to detail
• Effective communication skills and the ability to collaborate with cross-functional teams
• B2+ English level proficiency

We offer

• Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
• Receive the necessary equipment to perform your work tasks
• Change projects and technology stacks within EPAM
• Gain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)
• Consider relocation options in over 30 countries worldwide
• Participate in volunteer, charity programs and communities (both technical and interest-based)
• You can plan your individual career path together with your manager
• Receive regular feedback from colleagues
• Improve your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)
• Get the opportunity to undergo free training and certification in AWS, GCP, or Azure Clouds
• Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
• Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resources
• Study at EPAM Solution Architecture School with the instructors who are practicing architects
• Develop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and more
• Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
• Vacation and sick leave (including a sick leave without a medical certificate)
• A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)
• Medical insurance for family members at corporate rates
• Company support during significant life events (childbirth or adoption, marriage, etc.)
• Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic training
• E-kids program - a free programming language training program for EPAMers' children

EPAM strives to provide its global team of over 52,800+ professionals in more than 55 countries with opportunities for professional growth from day one of collaboration. Our colleagues are the source of EPAM's success, so we value cooperation, strive to always understand our clients' business and aim for the highest quality standards. No matter where you are, you will join a dedicated, diverse community that will help you realize your potential to the fullest.