EY - GDS Consulting - AIA - GEN AI Engineer - Senior
ey
Job Description
- Your technical responsibilities include but are not limited to:
- Design and implement AI/ML solutions using NLP and Transformer models, and leverage GenAI capabilities to enhance application intelligence.
- Manage AWS cloud infrastructure and services including S3, EC2, Lambda, RDS, Glue, Sagemaker, EMR, and Step Functions to build and deploy scalable machine learning models.
- Utilize AWS Batch for efficient batch computing and maintain code repositories with GIT for version control and collaboration.
- Apply MLOps and LLMOps methodologies to automate the machine learning lifecycle, ensuring models are scalable, maintainable, and reliable.
- Develop and maintain APIs using FastAPI for seamless integration of AI/ML models into applications.
- Work with Bedrock and EKS to orchestrate containerized applications, ensuring high availability and scalability of AI services.
Requirements
- Proven track record with at least 5 years of experience in a technical role focused on AI/ML.
- Expertise in AI/ML frameworks, NLP, and Transformer technologies.
- Strong experience with AWS cloud services, particularly for data processing and machine learning.
- Proficiency in MLOps practices and familiarity with LLMOps.
- Experience with FastAPI or similar frameworks for API development.
- Knowledge of container orchestration with AWS EKS and Bedrock.