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Middle Machine Learning Engineer

AT EPAM Systems
EPAM Systems

Middle Machine Learning Engineer

Bishkek, Kyrgyzstan

We are seeking a Middle Machine Learning Engineer to join our dynamic team.

This role requires a professional with a blend of machine learning and data engineering skills who is ready to develop and implement transformative models. As part of our team, you will work alongside a diverse group of professionals, crafting innovative solutions and making significant contributions to the tech industry.

If you are passionate about solving complex problems and delivering impactful results, we invite you to apply and join us.
Experience the freedom of remote work from anywhere in Kyrgyzstan, whether it's the comfort of your home or our modern office in Bishkek.

#LI-DNI#July-Referral-Digest-KG#LI-DM7

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Responsibilities
  • Contribute to the ML Pipeline development (all steps from data ingestion to inference)
  • Create and maintain ML pipeline steps
  • Assist in the ML prediction endpoint implementation
  • Configure MLOps tools
  • Write specifications, documentation and user guides for developed ML pipelines
Requirements
  • At least 3 years of production experience working as an MLE, automating ML model pipelines
  • Solid understanding of AI/ML lifecycle phases
  • Practical knowledge of at least one of the major Cloud Providers such as AWS, GCP and Azure
  • Proficiency in at least one CICD technology stack (e.g., git, GitHub, GitHub Actions, Docker, etc.)
  • 2+ years of production experience working in cross-functional teams on commercial projects using agile methodologies such as Scrum, Kanban, Lean or SAFe
Nice to have
  • Familiarity with the MLOps related platform/technology such as AWS SageMaker, Azure ML, GCP Vertex AI / AI Platform, Databricks MLFlow, Kubeflow, Airflow, TensorFlow Extended
  • Competency in the Apache Spark Ecosystem
  • Expertise in LLM/GenAI
We offer
  • 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 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, Get Abstract, O'Reilly, Cloud Guru
    • Free English classes with certified teachers
  • We cover it all::
    • Monetary bonuses for engaging in the referral program
    • Comprehensive 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)
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.

Client-provided location(s): Bishkek, Kyrgyzstan
Job ID: EPAM-epamgdo_blt7dfdc7a167b8f0e0_en-us_Bishkek_Kyrgyzstan
Employment Type: Other