Role Overview

Aptlogica is seeking an AI Architect with expertise in retrieval-augmented generation, data architecture, embeddings, vector databases, and enterprise data pipelines. You will design scalable architectures that ingest, process, retrieve, and reason over large volumes of structured and unstructured enterprise data.

Key Responsibilities

- Architect enterprise RAG solutions for structured and unstructured data.
- Design scalable ingestion, ETL, and retrieval architectures for large enterprise datasets.
- Define embedding strategies for documents and other enterprise information.
- Design storage and retrieval architectures using SQL, NoSQL, and vector databases.
- Define chunking, indexing, retrieval, ranking, and grounding strategies.
- Architect solutions using platforms such as Elastic or Pinecone.
- Establish data-quality and AI model-governance practices.
- Design methods to reduce unsupported large language model responses.
- Define cloud-native AI and data architecture.
- Guide engineering teams on implementation standards and architectural practices.

Required Qualifications

- 10+ years of overall qualified experience, including 3+ years of directly relevant hands-on experience.




- Deep understanding of RAG architecture, vector embeddings, and vector databases.
- Experience processing structured and unstructured data with SQL and NoSQL technologies.
- Strong Python skills and experience with PySpark or other big-data technologies.
- Experience with AWS, Azure, or Google Cloud.
- Experience with Databricks and/or Snowflake and ETL or data-pipeline architecture.
- Understanding of large language models, Generative AI, prompt engineering, and model fine-tuning concepts.

Preferred Qualifications

- Experience designing enterprise-scale AI architecture.
- Experience with data governance.
- Understanding of AI security and compliance requirements.
- Experience with large-scale document ingestion and retrieval systems.

Interview Process

The selection process includes one interview round with Aptlogica, followed by one or two client interview rounds.

Disclaimer: This job posting and Location has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 AI Architect- RAG and Data Architecture (Mumbai)
🏢 Aptlogica Technologies
📍 Mumbai