Overview

We are looking for a Senior Machine Learning Engineer to join our team and drive the development, deployment, and support of advanced ML solutions in a production environment. You will work in a cross-functional team, implement engineering best practices, automate ML processes, and integrate models into complex data-driven systems.

Responsibilities

  • Design, develop, and maintain production-grade machine learning models
  • Automate ML pipelines using modern tools (e.g., Databricks, Azure ML, AWS Sagemaker)
  • Integrate ML solutions into complex data-driven systems
  • Work with large-scale data using Apache Spark or alternative technologies
  • Apply and promote engineering best practices and MLOps principles
  • Collaborate with Data Science, Data Engineering, DevOps, and other teams
  • Support various data processing paradigms (batch, micro-batch, streaming)
  • Utilize cloud platforms (AWS, GCP, Azure) for deploying and maintaining ML solutions

Requirements

  • 3+ years of experience as a Machine Learning Engineer in production projects
  • Practical experience with cloud platforms (AWS, GCP, Azure)
  • Experience with MLOps platforms/technologies (AWS SageMaker, Azure ML, Databricks, GCP Vertex AI)
  • Hands-on experience with the Python ML ecosystem (numpy, pandas, sklearn, XGBoost, Keras, PyTorch, TensorFlow, Scikit-learn)
  • Experience with creating microservices for model serving
  • Experience with Apache Spark (Spark SQL, MLlib/Spark ML) or alternative technologies
  • Skills in automating pipelines and workflow management (Airflow, Argo Workflow, etc.)
  • Proficiency in modern engineering practices (CI/CD, git, GitHub, Docker)
  • Experience with different data processing paradigms (batch, micro-batch, streaming)
  • Excellent communication skills and experience working in cross-functional teams

Kazakhstan (Prod)

We connect like-minded people:

  • Delivering innovative solutions to industry leaders, making a global impact 
  • Enjoyable working environment, whether it is the vibrant office or the comfort of your own home 
  • Opportunity to work abroad for up to two months per year 
  • Relocation opportunities within our offices in 55+ countries
  • Corporate and social events   

We invest in your growth: 

  • Leadership development, career advising, soft skills and well-being programs 
  • Certifications, including GCP, Azure and AWS
  • Unlimited access to LinkedIn Learning and Udemy
  • Free English classes with certified teachers 
  • Discounts in local language schools, including online courses for the Kazakh language

We cover it all:

  • Participation in the Employee Stock Purchase Plan 
  • Monetary bonuses for engaging in the referral program 
  • Medical & family care package   
  • Six trust days per year (sick leave without a medical certificate)   
  • Coverage of psychology sessions of your choice
  • Benefits package (sports activities, a variety of stores and services)

Kyrgyzstan (Prod)

We connect like-minded people:

  • Delivering innovative solutions to industry leaders, making a global impact 
  • Enjoyable working environment, whether it is the vibrant office or the comfort of your own home 
  • Opportunity to work abroad for up to two months per year 
  • Relocation opportunities within our offices in 55+ countries
  • Corporate and social events 

We invest in your growth: 

  • Leadership development, career advising, soft skills and well-being programs 
  • Certifications, including GCP, Azure and AWS
  • Unlimited access to LinkedIn Learning and Udemy
  • Free English classes with certified teachers

We cover it all:

  • Monetary bonuses for engaging in the referral program 
  • Medical & family care package   
  • Six trust days per year (sick leave without a medical certificate)   
  • Coverage of psychology sessions of your choice
  • Discounts for fitness clubs and sports programs
  • Benefits package (sports activities, a variety of stores and services)

[epamgdo] Kazakhstan (Hybrid)

This position offers remote setup with the flexibility to work from any location in Kazakhstan, whether it's your home or well-equipped offices in Astana, Almaty or Karaganda.

[epamgdo] Kyrgyzstan (Hybrid)

Unlock the potential of remote work in Kyrgyzstan, giving you the flexibility to work from home or access our office in Bishkek.

[epamgdo] Kazakhstan (About EPAM)

EPAM is a team of technologists and innovators united by a passion for technology. In Kazakhstan, we operate across all cities with offices in Astana, Almaty, and Karaganda and work with the world's leading companies from different industries. In 2023, EPAM received the Export Excellence Award at the esteemed Digital Bridge Awards, showcasing our commitment to excellence and innovation.

[epamgdo] Kyrgyzstan (About EPAM)

EPAM Kyrgyzstan is a team of technologists and innovators united by a passion for technology. In 2022, we opened our first office in Bishkek that works with the world's leading companies across many different industries. EPAM builds a continuously learning organization and helps its employees reach their full potential and achieve their professional goals through learning. Our agile methodologies, client collaboration frameworks, engineering excellence programs, and hybrid teams offer many career paths and development opportunities.