Data modeling tools and software, Data warehousing and database design principles, Data governance and metadata management practices, Data Modeling Techniques and Methodologies, Relational and dimensional data modeling concepts

data vault , snowflake , Data Dictionary, Data Modeling, Data Quality, Erwin, Erd, Star Schema, Er Studio, Midstream Oil Gas Domain, Physical Data Modeling, dbdiagram, 3NF, SqlDBM, Lineage, dbt, metadata, Strong SQL, SCD Type 1, Fact Dimension Design

data vault , Data Lineage, Metadata Management, Data Modeling, Dimensional Modeling, Sql, ELT, Data Quality, Erwin, Data Lake, Data Warehousing, Etl, Er Studio, ER Modeling, powerdesigner, Physical Data Modeling, Source-to-Target Mapping, logical data modeling, Lakehouse

Jenkins, Azure Data Factory, Databricks, MongoDB, Python, Sql, Apis, Etl, Logging, Airflow, Azure cloud-based data infrastructure, Branching, Gridded geospatial data, MongoDB Atlas, Alerting, Code reviews, Production workflows, Data-quality controls, Operational troubleshooting, Git-based version control, MongoDB administration, Historical datasets, Scheduled ingestion, Data processing automation, Weather-data pipelines, Pull requests, Data pipelines, Workflow orchestration and scheduling tools, Pipeline monitoring

Sql, dimensional modelling, MDM concepts and tools, GS1 standards, Agile or SAFe delivery frameworks, data vault methodologies, 3NF, data warehousing principles