Skip navigation EPAM

Senior Machine Learning Engineer Kharkiv, Ukraine or Remote Dnipro

  • hot

Senior Machine Learning Engineer Description

Job #: 82585
We are looking for a Senior Machine Learning Engineer for the production of computer vision models for object detection, object extraction and object classification.

About product:
We are working on our client's tool that allows detecting products on grocery shelves, providing additional metadata and attributes.

Responsibilities

  • Review and analyze existing DS models, adjust and parameterize them if needed
  • Design, create, maintain, troubleshoot, and optimize the complete end-to-end machine learning life cycle, which includes:
    • Machine-learning model optimization
    • Data preparation
    • Feature extraction
    • Model performance monitoring
  • Collaborate with data scientists and engineering team to optimize the performance of ML pipeline
  • Establish and configure CI/CD/CT processes
  • Design and maintain ML models continuous training
  • Provide capabilities for early detection of various drifts (data, concept, schema., etc.)

Requirements

  • Experience as ML engineer or Data Engineer of designing, building and deploying production applications and data pipelines
  • Strong knowledge and experience in Python development
  • Deep understanding of Python ML ecosystem (pytorch, tensorflow, numpy, pandas, sklearn, XGBoost, etc.)
  • Deep understanding of MLOps concepts and best practices
  • Experience with some of the MLOps related platform/technology such as AWS SageMaker, Azure ML, GCP Vertex AI / AI Platform, Databricks MLFlow, Kubeflow, Airflow, Argo Workflow, TensorFlow Extended (TFX), etc
  • Experience with basic software engineering tools, e.g., git, CI/CD environment (such as Jenkins or Buildkite), PyPi, Docker, Kubernetes, unit testing, and general object-oriented design

We offer

  • Competitive compensation depending on experience and skills
  • Individual career path
  • Unlimited access to LinkedIn learning solutions
  • Sick leave and regular vacation
  • English classes with certified English teachers
  • Flexible work hours

About EPAM

  • EPAM is a leading global provider of digital platform engineering and development services. We are committed to positively impacting our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously. You will join a dedicated, creative, and diverse community that will help you discover your fullest potential. EPAM is committed to providing our global team of 61,600+ EPAMers with inspiring careers. EPAMers lead with passion and honesty and think creatively. Our people are the source of our success, and we value collaboration, try always to understand our customers' business, and strive for the highest standards of excellence

A day in the life

SALMAN TALAT
Account Manager
Toronto, Canada

IRYNA KOVALENKO
Delivery Manager
Kyiv, Ukraine

JAN MAZUREK 
Senior Business Analyst
Gdansk, Poland

Hello. How Can We Help You?

Get in touch with us. We'd love to hear from you.

Our Offices