Agentic AI / Generative AI Engineer
Hybrid in Tysons, VA, US β’ Posted 20 days ago β’ Updated 20 days ago

Aventine software
Dice Job Match Scoreβ’
π§ Analyzing your skills...
Job Details
Skills
- AI
Summary
We are seeking an Agentic AI / Generative AI Engineer to design, build, and deploy LLM-powered intelligent agents on AWS. The ideal candidate will have strong Python backend experience, hands-on exposure to LLMs and agent frameworks, and experience building production-ready AI applications using AWS cloud services.
This role focuses on developing autonomous and semi-autonomous AI agents, integrating Large Language Models with enterprise systems, and deploying scalable, secure AI solutions on AWS.
π Key Responsibilities
Design and develop agent-based AI systems using LLMs
Build and maintain LLM-driven workflows using frameworks like LangChain, LangGraph, CrewAI, or AutoGen
Implement RAG (Retrieval Augmented Generation) pipelines using vector databases
Develop backend services and APIs using Python (FastAPI / Flask)
Integrate LLMs with internal tools, APIs, and data sources
Deploy, monitor, and scale AI solutions on AWS
Optimize prompt design, embeddings, and agent decision logic
Ensure security, reliability, and performance of AI applications
Collaborate with product, ML, and cloud teams to deliver end-to-end solutions
β Required Skills & Qualifications
Strong proficiency in Python
Hands-on experience with Large Language Models (LLMs) such as GPT, Claude, LLaMA, or similar
Experience building Generative AI or Agentic AI applications
Knowledge of agent frameworks (LangChain, LangGraph, CrewAI, AutoGen, etc.)
Experience with RAG architectures and vector databases (Pinecone, FAISS, Chroma, OpenSearch, etc.)
Solid understanding of AWS services, including:
AWS Bedrock
Lambda
S3
API Gateway
IAM
Experience developing RESTful APIs and backend systems
Understanding of cloud security, scalability, and monitoring
- Dice Id: 91162303
- Position Id: 8874970
- Posted 20 days ago
Company Info
About Aventine software
Aventine Software is a global integrator of technology business solutions that span the enterprise. Built on products and services from the world’s top technology companies, Aventine solutions are installed, configured and supported by our dedicated teams of highly certified experts.
Aventine acts a strategic partner to our clients. Our ability to have multi skilled, multi- talented professionals help our clients in areas of Digital Strategy, Innovation and design strategy and solutions to execute go-to market strategy and growth strategy.


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