About the company
Aptlogica Technologies is a Pune-based technology company delivering AI/ML, Generative and Agentic AI, product engineering and cloud solutions for enterprise clients, alongside its own learning-technology products.
About the role
Design scalable architectures that ingest, process, retrieve and reason over large volumes of structured and unstructured enterprise data, with deep expertise in retrieval-augmented generation, embeddings, vector databases and enterprise data pipelines.
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 LLM responses
- Define cloud-native AI and data architecture
- Guide engineering teams on implementation standards and architectural practices
Required qualifications
- 10+ years of overall professional 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 LLMs, 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
One interview round with Aptlogica, followed by one or two client interview rounds.
Openings: 1 position | Location: PAN India (remote)