• Strong experience in data modeling:
Conceptual, Logical, and Physical models
Relational and Dimensional modeling (Star / Snowflake schemas)
Exposure to NoSQL modeling patterns
• Hands-on experience with:
Data warehouses, data marts, ODS, and data lakes
SQL-based platforms (SQL Server, Oracle, Postgres, etc.)
• Solid understanding of:
Data integration patterns
ETL / ELT concepts
Analytics and BI consumption requirements
• Experience with data modeling tools such as ER/Studio, Erwin, or equivalent.
Experience
• 5+ years of hands-on experience in data modeling and data design roles.
• Experience working in enterprise-scale, multi-team data environments.
• Prior experience in energy, oil & gas, utilities, or large industrial domains is a
robust plus.
• Exposure to cloud data platforms (Azure / AWS / Snowflake / Databricks)
preferred.
Education
• Bachelors or Master’s degree in Computer Science, Data Science,
Engineering, or a related technical field.
Consulting & Behavioral Skills
• Solid stakeholder communication and requirement articulation skills.
• Ability to work independently and collaboratively in global delivery models.
• Consulting mindset with focus on quality, standards, and reusability.
• Comfortable working in highvisibility, clientfacing engagements.