
Senior AI Development Lead
3 days ago
Our company is seeking a talented Senior AI Engineer to lead the design and deployment of cutting-edge AI-powered workflows that drive innovation in personalized insights.
This role is ideal for someone passionate about applied AI engineering with the ability to build, optimize, and deploy AI systems that go beyond prototypes and into production-grade systems.
Key Responsibilities:
- Design and implement pipelines for semantic search, personalization, and contextual enrichment using RAG technology.
- Build agentic AI workflows using Pinecone, LangChain/LangGraph, and custom orchestration.
- Integrate Large Language Model-driven features into production systems, balancing innovation with scalability.
Vector Search & Data Intelligence:
- 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.
Collaboration & Agile Delivery:
- 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
Required Qualifications:
- 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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