
Transformative AI Solutions Architect
5 days ago
Job Opportunity:
We are seeking an experienced Senior Generative AI Engineer to design, develop, and deploy next-generation intelligent agent solutions.
Key Responsibilities:
- Designing and Developing Agentic AI Solutions: Utilize frameworks such as Microsoft Autogen, CrewAI, or LangGraph to create cutting-edge intelligent agent solutions.
- Agent Orchestration Pipelines: Establish efficient workflows for LLM-based agent orchestration to streamline operations.
- Integrating APIs and Services: Seamlessly integrate third-party APIs, tools, and services to empower autonomous agent behavior.
- Deploying and Managing AI Solutions: Deploy, manage, and scale AI-driven solutions on AWS (Lambda, S3, EC2, SageMaker, API Gateway, etc.) to ensure optimal performance.
- Collaboration with Cross-Functional Teams: Collaborate with ML Engineers, Data Scientists, and Product teams to build production-ready solutions that meet the highest standards.
- Optimizing Agent Performance: Continuously optimize agents for robustness, efficiency, and performance to achieve exceptional results.
Requirements:
- Proficiency in Python: Possess strong proficiency in Python with experience in clean, modular, and asynchronous programming practices.
- AWS Expertise: Have hands-on experience with AWS services (S3, EC2, Lambda, API Gateway, SageMaker) and a deep understanding of their capabilities.
- Agentic AI Frameworks: Demonstrate practical expertise in at least one Agentic AI framework, showcasing your ability to adapt and apply knowledge effectively.
- LLM and Prompt Engineering: Display familiarity with LLMs (OpenAI, Claude, Mistral, etc.) and prompt engineering techniques, ensuring seamless integration into your workflow.
- Multi-Agent Workflows: Showcase experience in multi-agent workflows and agent state management to guarantee smooth operation.
- FastAPI or Flask Experience: Have exposure to FastAPI or Flask for AI service deployment, enabling you to efficiently bring solutions to life.
Nice to Have:
- LangChain, RAG Architectures, and Vector Databases: Possess knowledge of LangChain, RAG architectures, and vector databases (Pinecone, FAISS, Weaviate) to further enhance your skills.
- CI/CD Pipelines: Demonstrate experience with CI/CD pipelines (GitHub Actions, Jenkins) to ensure seamless deployment and testing.
- Containerization and Orchestration: Showcase containerization using Docker and orchestration with Kubernetes to guarantee scalable and efficient operations.
- Reinforcement Learning or Agent-Based Simulation: Display understanding of Reinforcement Learning or agent-based simulation to expand your skillset.
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