AI/ML, Python, AWS, GenAI - Developer
Cliff Services Inc
Reston, VA
Job Description: AI/ML, Python, AWS, GenAI - Developer
Location -Reston
Hybrid, 3 days onsite, 2 days offsite
Description:
Core Responsibilities (AI/ML, Python, AWS, GenAI)
Design and implement end-to-end AI/ML and Generative AI solutions using Python, including model training, evaluation, optimization, and deployment.
Build and maintain cloud native applications on AWS using services such as Lambda, ECS/Fargate, S3, API Gateway, DynamoDB, RDS/Aurora, SageMaker, and Bedrock.
Develop high performance Python microservices (FastAPI/Flask) enabling scalable data pipelines, model inference, and real time analytics.
Architect and operationalize RAG pipelines, embeddings, vector databases, and LLM powered automation (chatbots, summarization, semantic search, anomaly detection).
Implement CI/CD pipelines (GitHub/GitLab/CodePipeline) and infrastructure as code (Terraform/CloudFormation) for reliable, automated deployments.
Build robust MLOps workflows, including model versioning, containerized training/inference, automated retraining, monitoring, and performance tuning.