305 King St W
Suite 1100
Kitchener, ON N2G 1B9
Canada
AI Solution Architect Georgia or Remote
AI Solution Architect Description
Elevate your career with EPAM Georgia as a Solution Architect! This position presents an opportunity to work with a team of dedicated professionals on a groundbreaking project for a globally leading job platform.
As part of our team, you will be pivotal in designing and implementing new solutions, such as data enrichment pipelines and tools for training and deploying large language models. If you're passionate about driving AI innovation and building scalable solutions, we invite you to apply and join us.
This position offers remote setup with the flexibility to work from any location in Georgia, whether it's your home, well-equipped offices in Tbilisi and Batumi or a coworking space in Kutaisi.
#LI-DNI#LI-HK1
Responsibilities
- Design and deploy ML-based services using AWS SageMaker
- Analyze the current AWS account setup and improve it with MLE and DevOps experts
- Assess current AI pipelines and their integration with other services
- Design and build infrastructure to support the experimentation and deployment of AI systems
- Collaborate with AI Labs teams to enhance current ML workflows and software development standards
- Apply IaC and CI/CD best practices for efficient deployment and resource management
Requirements
- Industry production experience in AWS ML services, including AWS SageMaker
- Expertise in building enterprise-scale ML and LLM solutions
- Production background in DevOps, Cloud Operations and ML engineering
- Understanding of AWS administration and permission management
- High proficiency in Docker, IaC and CI/CD
- Flexibility to use model management tools such as MLflow
- Familiarity with MLOps, including model orchestration and updates
- B2+ English, both verbal and written
Nice to have
- Knowledge of Kafka
- Ability to set up and manage Vector Databases
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 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
- 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.
