Derek K

Derek K Email and Phone Number

Sr Engineer @ Wells Fargo
san francisco, california, united states
Derek K's Location
United States, United States
About Derek K

Having 10+ years of professional IT experience in Data Engineering, Analytics, Data Modeling and Big Data using Scala, PySpark, Hadoop, and HDFS environment and experienced in Python, Cloud Technologies (AWS, Azure). Implemented Big Data solutions using Hadoop technology stack, including PySpark, Hive, Sqoop, Avro and Thrift. Worked on developing ETL work scheduling for Data Extraction, transformations and loading using Informatica Power Center. Proficiency in developing SQL queries with various relational databases like Oracle, SQL Server for Support of Data Warehousing and Data Integration Solutions using Informatica PowerCenter and Data Stage.

Derek K's Current Company Details
Wells Fargo

Wells Fargo

View
Sr Engineer
san francisco, california, united states
Website:
wellsfargo.com
Employees:
246787
Derek K Work Experience Details
  • Wells Fargo
    Sr. Data Engineer
    Wells Fargo Oct 2021 - Present
    Phoenix, Arizona, United States
    Exposure to Full Lifecycle (SDLC) of Data Warehouse projects including Dimensional Data Modeling. Worked with building data warehouse structures, and creating facts, dimensions, aggregate tables, by dimensional modeling, Star and Snowflake schemas. Extract Transform and Load data from Sources Systems to Azure Data Storage services using a combination of Azure Data Factory, Spark SQL, and U-SQL Azure Data Lake Analytics. Data Ingestion to one or more Azure Services - (Azure Data Lake… Show more Exposure to Full Lifecycle (SDLC) of Data Warehouse projects including Dimensional Data Modeling. Worked with building data warehouse structures, and creating facts, dimensions, aggregate tables, by dimensional modeling, Star and Snowflake schemas. Extract Transform and Load data from Sources Systems to Azure Data Storage services using a combination of Azure Data Factory, Spark SQL, and U-SQL Azure Data Lake Analytics. Data Ingestion to one or more Azure Services - (Azure Data Lake, Azure Storage, Azure SQL, Azure DW) and processing the data in In Azure Databricks. Developed JSON Scripts for deploying the Pipeline in Azure Data Factory (ADF) that process the data using the Sql Activity. As a Data Engineer/Data Modeler designed and deployed scalable, highly available, and fault tolerant systems on Azure. Experienced in writing and deploying UNIX Korn Shell Scripts as part of the standard ETL processes and for job automation purposes. Implement modules into NodeJs to integrate with designs and requirements. Show less
  • At&T
    Data Engineer
    At&T Aug 2018 - Oct 2021
    Dallas, Texas, United States
    Responsible for the design, implementation, and architecture of very large-scale data intelligence solutions around big data platforms. Analyzed large and critical datasets using HDFS, HBase, Hive, HQL, Pig, Sqoop and Zookeeper. Developed multiple POC’s using Spark, Scala and deployed on the Yarn Cluster, compared the performance of Spark, with Hive and SQL. Use Amazon Elastic Cloud Compute (EC2) infrastructure for computational tasks and Simple Storage Service (S3) as storage… Show more Responsible for the design, implementation, and architecture of very large-scale data intelligence solutions around big data platforms. Analyzed large and critical datasets using HDFS, HBase, Hive, HQL, Pig, Sqoop and Zookeeper. Developed multiple POC’s using Spark, Scala and deployed on the Yarn Cluster, compared the performance of Spark, with Hive and SQL. Use Amazon Elastic Cloud Compute (EC2) infrastructure for computational tasks and Simple Storage Service (S3) as storage mechanism. Developed Rest API using Flask Framework (python) for the front end (UI) to consume. Migrated previously written cron jobs to airflow/composer in GCP. Show less
  • American Airlines
    Data Engineer
    American Airlines Jun 2012 - Jul 2017
    Dallas, Texas, United States
    Executed entire Data Life Cycle and actively involved in all the phases of project life cycle including data acquisition, data cleaning, data engineering, feature scaling, feature engineering and statistical modeling. Created multiple workbooks, dashboards, and charts using calculated fields, quick table calculations, Custom hierarchies, sets & parameters to meet business needs using Tableau. Create HIVE queries to join multiple tables of a source system and load them into Elastic… Show more Executed entire Data Life Cycle and actively involved in all the phases of project life cycle including data acquisition, data cleaning, data engineering, feature scaling, feature engineering and statistical modeling. Created multiple workbooks, dashboards, and charts using calculated fields, quick table calculations, Custom hierarchies, sets & parameters to meet business needs using Tableau. Create HIVE queries to join multiple tables of a source system and load them into Elastic Search Tables and used HIVE QL scripts to perform the incremental loads. Developed ETL jobs using Python and SQL for data extraction, transformation, and loading from various sources into AWS data lake and data warehouse, ensuring data quality and integrity. Performed Real time event processing of data from multiple servers in the organization using Apache Storm by integrating with Apache Kafka. Involved in development of full life cycle implementation of ETL using Informatica, Oracle and helped with designing the Date warehouse by defining Facts, Dimensions and relationships between them and applied the Corporate Standards in Naming Conventions. Show less

Derek K Education Details

Frequently Asked Questions about Derek K

What company does Derek K work for?

Derek K works for Wells Fargo

What is Derek K's role at the current company?

Derek K's current role is Sr Engineer.

What schools did Derek K attend?

Derek K attended University Of Utah.

Who are Derek K's colleagues?

Derek K's colleagues are Amany Raya, Karen Wood, Giovanna Rondinelli, Kevin Smith, Murthy Ram C Koppu, Beatriz Bonilla, Pam Wylie.

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