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SQL Developer - Data Lake, AI & Data Engineering
SQL Developer - Data Lake, AI & Data Engineering
Envisioned Strategy and Consulting's logo

SQL Developer - Data Lake, AI & Data Engineering

Harika Padakanti's profile picture
Posted by Harika Padakanti
5 - 8 yrs
₹10L - ₹20L / yr
Bengaluru (Bangalore)
Skills
Data engineering
SQL
skill iconPython
Datalake
AI/ML Data Modelling
SQL Development
Vector database
Generative AI (GenAI)
Retrieval Augmented Generation (RAG)
Data governance

Role Summary

Seeking an experienced SQL Developer with strong expertise in Data Lake architecture, Data Engineering, AI/ML data modelling, and Vector Database design. The candidate will be responsible for building scalable data platforms, developing optimized SQL solutions, designing AI-ready data models, and supporting enterprise analytics and GenAI initiatives.

Key Responsibilities

  • Design, develop, and optimize complex SQL queries, stored procedures, views, and database objects.
  • Build, maintain, and govern enterprise Data Lakes for structured, semi-structured, and unstructured data.
  • Design scalable data models for Analytics, Machine Learning (ML), and AI applications.
  • Develop and maintain data ingestion, transformation, and data preparation pipelines.
  • Architect and manage Vector Database solutions supporting GenAI, semantic search, embeddings, and RAG-based applications.
  • Ensure data quality, security, performance, governance, and scalability across platforms.
  • Integrate data from multiple enterprise systems, databases, APIs, and business applications.
  • Collaborate with Business, Analytics, Data Science, and AI teams to deliver enterprise data solutions.

Mandatory Skills

  • Advanced SQL Development (SQL Server, PostgreSQL, Oracle, MySQL, etc.)
  • Data Lake Architecture, Development, and Maintenance
  • Data Warehousing & Dimensional Data Modelling
  • AI/ML Data Modelling and Feature Engineering
  • Python for Data Engineering, Data Processing, and Automation
  • Query Performance Tuning & Database Optimization
  • Data Governance & Data Quality Management
  • Vector Database Architecture and Management (Pinecone, Qdrant, Weaviate, Milvus, Chroma, or similar)
  • Experience handling large-scale structured and unstructured datasets

Preferred Skills

  • Experience with GenAI, RAG (Retrieval-Augmented Generation), Embeddings, and LLM-based applications
  • PySpark and Distributed Data Processing
  • Power BI or Enterprise Reporting Platforms
  • Knowledge of MLOps, AI data pipelines, and modern data architectures

Key Attributes

  • Strong analytical and problem-solving skills
  • Ability to independently own end-to-end data platform solutions
  • Excellent communication and stakeholder management skills
  • Passion for Data Engineering, AI, ML, and GenAI technologies

Ideal Candidate

A hands-on SQL Developer who can build and maintain enterprise Data Lakes, design AI/ML-ready data models, develop Python-based data solutions, and architect Vector Database platforms to support advanced analytics, AI, and GenAI initiatives.

 

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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Envisioned Strategy and Consulting

Founded :
2023
Type :
Products & Services
Size :
0-20
Stage :
Profitable

About

We broadcast knowledge, inspirations, designs, insights, trends and campaigns of Digital Media. 📨- [email protected]
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