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.
To discover more about Cloud practice at EPAM Georgia, visit this page .
Experience the freedom of remote work from anywhere in Georgia, whether from the comfort of your home, our modern offices in Tbilisi and Batumi or a coworking space in Kutaisi.
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, Google Cloud Platform, 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, Google Cloud Platform, Azure)
- Experience with MLOps platforms/technologies (AWS SageMaker, Azure ML, Databricks, Google Cloud Platform Vertex AI)
- Hands-on experience with the Python ML ecosystem (NumPy, pandas, 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
- Experience 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
- English language proficiency at an Upper-Intermediate level (B2) or higher
We offer/Benefits
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 Google Cloud Platform, Azure and AWS
- Unlimited access to LinkedIn Learning and Udemy
- 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)
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.
Why Choose Us
2024 Best Place to Work 2024 2024 Sitecore's Partner Experience Awards
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