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Middle Machine Learning Engineer

Remote:

Full Remote

Contract:

Full time

Experience:

Mid-level (2-5 years)

Work from:

Georgia (country)

Offer summary

Qualifications:

At least 3 years of experience as an MLE, Solid understanding of AI/ML lifecycle, Practical knowledge of major Cloud Providers, Proficiency in a CICD technology stack, 2+ years working in cross-functional teams.

Key responsabilities:

Contribute to the ML Pipeline development
Create and maintain ML pipeline steps
Assist in the ML prediction endpoint implementation
Configure MLOps tools
Write specifications and documentation for ML pipelines

EPAM Systems Information Technology & Services XLarge https://www.epam.com/

10001 Employees

See more EPAM Systems offers

Job description

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.

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 own home
Opportunity to work abroad for up to two months per year
Relocation opportunities within our offices in 50+ 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

Participation in the Employee Stock Purchase Plan
Monetary bonuses for engaging in the referral program
Comprehensive medical & family care package
Five trust days per year (sick leave without a medical certificate)
Benefits package (sports activities, a variety of stores and services)

Experience the freedom of remote work from anywhere in Georgia, whether it's the comfort of your home or our modern office in Tbilisi and coworking spaces in Batumi and Kutaisi.

EPAM Georgia is a team of innovators united by a passion for technology. The dynamic and inclusive culture we embrace helps positively impact our communities, clients, and employees. Here you will collaborate with multi-national teams, contribute to numerous cutting-edge projects, deliver the most creative solutions, and have an opportunity to learn. Our people are at the heart of our success, and we are proud to provide talents with a solid ground to develop and grow.