
AI Workflow Architect
1 day ago
About this Role
We are seeking an AI Workflow Architect to lead the design and deployment of AI-powered workflows that drive personalized insights.
This role focuses on developing scalable GenAI features, collaborating closely with cross-functional teams to bring them into production.
Key Responsibilities:
Workflow Design & Implementation- Design and implement RAG pipelines for semantic search, personalization, and contextual enrichment.
- Build agentic AI workflows using Pinecone, LangChain/LangGraph, and custom orchestration.
- Integrate LLM-driven features into production systems, balancing innovation with scalability.
- Architect and optimize vector databases (Pinecone, FAISS, Milvus) for low-latency retrieval.
- Work with structured/unstructured datasets for embedding, indexing, and enrichment.
- Collaborate with data engineers on ETL/ELT pipelines to prepare data for AI applications.
- Partner with backend and frontend engineers to integrate AI features into user-facing products.
- Participate in Agile ceremonies (sprint planning, reviews, standups).
- Maintain clear documentation and support knowledge sharing across the AI team.
Tech Stack
- AI Tools: Pinecone, LangChain, LangGraph, OpenAI APIs (ChatGPT, GPT-4/5), HuggingFace models
- Languages: Python (primary for AI workflows), basic Node.js knowledge for integration
- Cloud & DevOps: AWS (Lambda, S3, RDS, DynamoDB, IAM), Docker, CI/CD pipelines
- Data Engineering: SQL, Python (Pandas, NumPy), ETL/ELT workflows, Databases (Postgres, DynamoDB, Redis)
- Bonus Exposure: React, Next.js
Requirements
- 5+ years in AI/ML engineering or software engineering with applied AI focus.
- Hands-on experience with RAG pipelines, vector databases (Pinecone, FAISS, Milvus), and LLM integration.
- Strong background in Python for AI workflows (embeddings, orchestration, optimization).
- Familiarity with agentic architectures (LangChain, LangGraph, or similar).
- Experience deploying and scaling AI features on AWS cloud environments.
- Strong collaboration and communication skills for cross-functional teamwork.
PREFERRED SKILLS
- Experience with embedding models, HuggingFace Transformers, or fine-tuning LLMs.
- Knowledge of compliance frameworks (GDPR, HIPAA, SOC 2).
- Exposure to personalization engines, recommender systems, or conversational AI.
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