graph databases , Retrieval-Augmented Generation (RAG) pipelines, snowflake , Github, Pyspark, PostgreSQL, Sql, Git, React, Pandas, Docker, FastAPI, NextJS, Python, LangChain, Vector search, Prompt engineering, Azure AI Agent Service, LangGraph, Neo4j knowledge graphs, CI/CD, Human-in-the-loop feedback, Model evaluation

Spark SQL, Pyspark, Data Governance, Databricks Lakehouse Platform, Databricks SQL, Airflow, Generative AI, ETL ELT pipelines, Delta Lake, Databricks Workflows, Unity Catalog

Fluent use of coding agents and LLM tooling, Testing lineage and governance, ETL and ELT batch and streaming in Python, Strong SQL including analytical functions and query optimisation, Production ownership of data systems

data mining, Sql, Nosql, Python Programming, GenAI LLM data pipelines, Statistical Techniques, ML methodologies

snowflake , Java, Hadoop, Scala, Sql, Hive, Gcp, Docker, Spark, Databricks, Azure, Kubernetes, Python, AWS, Airflow, GitHub Actions, dbt

data engineering , Databricks, Data Analytics, Python, Sql, Predictive Pipelines, AI Automation, Data Privacy Principles

Testing, Python, Debugging, Async Programming, Software Best Practices