
Enterprise AI Architect
6 days ago
Job Opportunity
Description: We are seeking a visionary Python architect with a deep foundation in enterprise backend engineering and extensive experience in Generative AI at scale.
Key Responsibilities:
- Lead Architectural Design: Define and own the architectural roadmap for enterprise-grade Python microservices and GenAI platforms.
- System Design: Develop end-to-end GenAI-powered solutions, focusing on Retrieval-Augmented Generation (RAG) pipelines and sophisticated LLM orchestration engines.
- Technical Governance: Establish technical standards, best practices, and governance for RESTful API design and backend services using FastAPI/Flask, ensuring seamless integration with OpenAI/Azure OpenAI or open-source models.
- DevOps & MLOps Strategy: Collaborate with DevOps and MLOps teams to define and enable a cohesive CI/CD, monitoring, and observability strategy for all GenAI pipelines and services.
- Strategic Collaboration: Partner with ML engineers and data scientists to optimize system-level performance and scalability, ensuring the long-term viability of AI solutions.
- Team Guidance: Lead by example, conducting high-level design reviews, setting architectural direction, and mentoring multiple engineering teams on technical excellence.
- Advanced Orchestration: Drive the adoption and implementation of advanced agentic workflows using frameworks like Semantic Kernel, LangGraph, or other cutting-edge orchestration tools.
- Platform Security: Champion and ensure system reliability, security, and scalability across the entire portfolio of GenAI-enabled services.
Core Skills and Qualifications:
- Python Expertise: Proficiency in Python development, with deep experience in designing and building with frameworks like FastAPI, Flask, and asyncio.
- Architectural Leadership: Proven track record of architecting and delivering complex, distributed microservices and systems at enterprise scale.
- GenAI Knowledge: In-depth understanding of GenAI tools, including LangChain, LlamaIndex, Hugging Face Transformers, and their production deployment.
- Cloud Platform Management: Extensive experience deploying and managing LLMs on cloud platforms, with a strong preference for Azure OpenAI.
- API & Data Design: Expertise in REST API design, system integration, and advanced use of vector databases like FAISS, Pinecone, or Weaviate.
- DevOps Strategy: Strategic understanding and practical experience with DevOps practices, including CI/CD with GitHub Actions, Docker, Kubernetes, and Terraform.
- Technical Leadership: Demonstrated ability to lead complex technical initiatives and define architectural direction for a group of engineers.
Secondary / Nice-to-Have Skills:
- Agentic Orchestration: Experience with multi-agent systems and advanced orchestration tools like Autogen or LangGraph.
- LLM Lifecycle Management: Background in fine-tuning, serving, and managing the lifecycle of open-source LLMs in a production environment.
- Observability & Security: Deep understanding of AI observability, security, and performance tuning at a systemic level.
- MLOps & Data Science: A background in MLOps and a proven ability to collaborate effectively with Data Science and ML teams to deliver business value
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