We are looking for a
Lead 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
- 5+ experience in AI/ML engineering and leadership
- Skilled in deploying machine learning models to production
- Understanding of best practices in software engineering, data management, testing and deployment
- Expertise in building scalable, reliable and maintainable ML systems
- Experience with some of the MLOps-related platforms/technologies such as AWS SageMaker, Azure ML, Databricks, Google Cloud Platform Vertex AI
- Strong communication and interpersonal skills to liaise with senior business stakeholders, clients and team members
- Ability to work in a fast-paced, deadline-driven environment, mentor junior team members and provide technical leadership
- Strong knowledge of Python development
- Familiarity with cloud-native services: AWS, Azure, Google Cloud Platform
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
Never miss an opportunity! Create an alert based on the job you applied for.
