SENIOR FULL STACK AI ENGINEER

About this role

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Senior Full Stack AI Engineer


We’re looking for a
Senior Python Engineer
to join our team building a platform that automates and scales complex corporate consolidation judgments. You’ll work on a modern, scalable stack with a strong emphasis on AI integration, hybrid retrieval, and engineering hygiene.


This project aims to revolutionize how
large organizations manage thousands of subsidiaries and investments
. By leveraging AI-powered document ingestion, retrieval, and reasoning, our platform will accelerate analysis, improve consistency, and significantly reduce the manual effort and cost associated with financial consolidations.


About The Role
You will be a hands-on engineer at the forefront of combining
advanced AI techniques
with robust platform development. Your mission will be to build and iterate on a fast-moving internal platform and demo toolchain, primarily focusing on
Python
services,
RAG/LLM
engineering, and supporting Node.js/React integrations.


Tech Stack

• Core Stack: Python, FastAPI, PostgreSQL, Qdrant, Azure AI Search, PyMuPDF, Tesseract, Streamlit, Node.js, React
• Backend: Celery, RabbitMQ, Azure Service Bus, MongoDB
• AI/ML: OpenAI API, pandas, NumPy, openpyxl, LangChain, LangGraph, CrewAI, AutoGen, TaskWeave
• Cloud: Azure CI/CD
• Vector & Search: pgVector, Pinecone, Weaviate, Milvus
• Tools: Docker, Git, argparse, bash

What You’ll Do

• Design and implement end-to-end RAG pipelines, from ingestion to structured output generation, leveraging FastAPI for robust backend services.
• Develop hybrid retrieval patterns combining vector search (Qdrant, Azure AI Search) with BM25 sparse retrieval and metadata filtering.
• Engineer robust document processing workflows using PyMuPDF for PDF extraction and Tesseract for OCR, optimizing for legal/financial documents.
• Build and maintain internal tools and demo applications using Streamlit to support rapid prototyping and stakeholder...