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Data Architect (Databricks, BigQuery)
Data Architect (Databricks, BigQuery)
TalentXO's logo

Data Architect (Databricks, BigQuery)

tabbasum shaikh's profile picture
Posted by tabbasum shaikh
8 - 12 yrs
₹27L - ₹40L / yr
Mumbai, Bengaluru (Bangalore), Hyderabad, Gurugram
Skills
AWS Data Architect
CI/CD
Snowflake
databricks
implement Medallion
AI/ML
Generative AI (GenAI)
bronz
Silver
Gold

Role & Responsibilities

  • Lead enterprise-scale implementation of data warehouse data platforms on Databricks and Snowflake environments.
  • Design and implement Medallion (Bronze/Silver/Gold) architecture and scalable enterprise data models.
  • Establish data modeling standards (dimensional, data vault, lakehouse patterns) and ensure best practices across projects
  • Establish enterprise data governance frameworks including cataloging, lineage, stewardship, and compliance using Atlan.
  • Define and implement CI/CD pipelines for infrastructure and data platform deployments
  • Design data architectures that support AI/ML and Generative AI workloads including vector storage, feature layers, and secure access patterns.
  • Build scalable ingestion frameworks supporting batch, streaming, and CDC pipelines.
  • Architect secure, high-performance data integration layers for analytics, BI, and AI consumption.
  • Develop target-state architecture blueprints and enforce data standards, governance, and best practices across teams.
  • Collaborate with engineering, analytics, and data science teams to ensure platform alignment and scalability.
  • Engage with clients as a trusted advisor, driving data strategy, roadmap definition, and identifying opportunities for expansion.

Ideal Candidate

  • Strong Databricks / AWS Data Architect profile
  • Mandatory (Experience 1) – Must have minimum 8+ years of experience in Data Architecture / Data Engineering, with exposure in enterprise-scale data platform modernization initiatives
  • Mandatory (Experience 2) – Must have minimum 3+ years of deep hands-on experience in Databricks-based lakehouse architecture on AWS, including large-scale data platform implementations
  • Mandatory (Experience 3) – Strong expertise in Databricks ecosystem including Delta Lake, Databricks SQL, Unity Catalog, Delta Live Tables, and MLflow with focus on performance optimization and security
  • Mandatory (Experience 4) – Strong experience with AWS data services including S3, Glue, EMR, Lambda, Redshift, Athena, Lake Formation, and DMS, with strong understanding of cloud-native architecture patterns
  • Mandatory (Experience 5) – Proven experience designing and implementing Medallion (Bronze/Silver/Gold) architecture, scalable data models (Dimensional/Data Vault), and enterprise lakehouse platforms supporting batch and real-time processing
  • Mandatory (Experience 6) – Must have hands-on experience building scalable ingestion frameworks including batch, streaming, and CDC pipelines using tools like Kafka, Kinesis, Spark, or similar technologies
  • Mandatory (Skill 1) – Proven experience implementing CI/CD pipelines for data platforms, including infrastructure as code, automated deployments, and environment management
  • Mandatory (Skill 2) – Hands-on experience enabling data platforms for AI/ML and Generative AI use cases, including feature stores, vector storage, and secure data access patterns
  • Mandatory (Skill 3) – Experience with orchestration tools such as Apache Airflow or MWAA and designing integration layers for analytics, BI, and AI consumption
  • Preferred (Company) – Product Companies.
  • Preferred (Certification) – AWS / Databricks / Snowflake certifications; experience with Snowflake alongside Databricks; exposure to MDM, data quality frameworks, and enterprise metadata tools


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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 TalentXO

Founded :
2018
Type :
Product
Size :
20-100
Stage :
Profitable

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Shubham Vishwakarma

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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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