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Senior AI Engineer with AWS and Databricks
EPAM Systems
π¦π² Armenia | π°π¬ Kyrgyzstan | π°πΏ Kazakhstan | πΉπ· Turkey | πΊπΈ United States | πΊπΏ Uzbekistan
Remote
Senior
1 week ago
- AI
- AWS
- Databricks
- AI/ML
- MLflow
- Unity Catalog
- AWS Bedrock
1 week ago
We are looking for a hands-onSenior AI Engineer with strong production experience on AWS and Databricks to design, build, deploy, and support AI/ML solutions across the full software development lifecycle. The ideal candidate has successfully delivered enterprise-grade AI products using Databricks-native capabilities and has hands-on ownership of AI agents and Gen AI solutions in production environments.
Responsibilities
- Design, build, and deploy AI/ML solutions across the full software development lifecycle
- Develop and implement AI agents and Gen AI solutions for enterprise-grade use cases
- Own AI solutions end-to-end, from model development and deployment to monitoring and support
- Integrate AI capabilities into business applications and data products
- Work with large-scale data to build and support production AI workloads
- Optimize AI models and pipelines for performance, scalability, and cost efficiency
- Manage model governance, versioning, and lifecycle using MLflow
- Leverage Databricks-native capabilities, including Feature Store, Model Serving, Lakehouse AI, and Unity Catalog
- Collaborate with cross-functional teams to ensure AI solutions meet business and technical requirements
- Monitor and maintain AI solutions in production, ensuring reliability and performance
Requirements
- 5+ years of experience in AI/ML engineering, with a focus on production-grade solutions
- Expertise in AI agents development and Gen AI solutions development
- Proficiency in Amazon Web Services and Databricks
- Skills in MLflow, Feature Store, and Model Serving
- Knowledge of Lakehouse AI and Unity Catalog
- Background in integrating AI capabilities into business applications and data products
- Understanding of large-scale data processing and production AI workload management
- English proficiency at B2 level or higher
Nice to have
- Familiarity with AWS Bedrock
Senior AI Engineer with AWS and Databricks Β· EPAM Systems