Qa Lead Resume
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Cupertino, CA
SUMMARY:
- 13 years of Hands on industry experience as QA Lead, Individual Contributor in Big Data/Hadoop Analytics and Traditional ETL landscape.
- Worked closely with the Analytics Services on testing data from data - lake to advance analytics platform
- Analyzed, Defined and Validated data transformations and documentation sprouting from the business problem.
- Involved in Data test preparation and validation for advanced analytics team and data-scientists to improve business processes
- Performed data analysis of the internal and external source data and implement transformations and computational solutions to identify new solutions and maximize the model outcomes
- Supported implementation of models and methodologies to predict, quantify and/or forecast various operational and performance metrics
- Analyzed, exploited, and presented insights to add value to customer’s business processes
- Collaborated with quantitative and qualitative researchers and iterate quickly to generate usable insights for product and business decisions
- Identified and reported notable difference in key metrics to the project stake holders as a part of data validation and QA process
- Recommended theoretically and practically sound solutions with end users in mind
- Provided detailed analysis and documentation of methods, techniques, and findings
- Collaborated with internal teams to facilitate technology led data validation solutions for enterprise risk systems
- Validated and supported data models, data-mining methodologies, and reporting of metrics throughout the project lifecycle
- Coordinated with domain experts to develop and refine data quality management best practices, policies, and procedures
TECHNICAL SKILLS:
Hadoop: HDFS, HIVE
No SQL: HBASE
SPARK: PySpark, SPARK SQL, DATAFRAMES
Scripting: Python / Shell
RDMBS: Oracle, Teradata
Data Integration Tool: Ab-Initio, Informatica
General Purpose Utilities: Toad, Teradata SQL assistant, SQL developer,
Query Language: Oracle SQL, Teradata SQL
Test management: HP ALM, Version One, Rally
Operating System: UNIX, OSx
Project Models: Waterfall, Agile
API: REST
PROFESSIONAL EXPERIENCE:
Confidential, Cupertino, CA
QA Lead
Responsibilities:
- Performed Data Analysis Using Teradata SQL and HIVE QL for Large Data Sets
- Performed Back End Data Validation in the service layer using CURL and POSTMAN
- Created Automated Regression test suits using HIVE QL, Teradata SQL and Shell Scripts
- Performed Sequence file validation for Optimized Row Columnar Data (ORC)
- Ensured proper implementation of HIVE Query optimization techniques
- Used Hive queries for effective sampling of data for business logic validation
- Used basic Python scripts to automate ad-hoc tasks so as to expedite the QA turn around
- Performed DQM Checks for notable key metrics after aggregation load
- Collaborated with Business to ensure delivery compliance with the requirement
- Ensured implementation of quality standards at each phase of the SDLC
- Performed Cross Functional validation with upstream and downstream teams
- Authored Key-QA reports at each stage of QA lifecycle
- Owned the implementation of QA Process from an End-To-End perspective
Confidential, Alpharetta, GA
Test Lead
Responsibilities:- Performed Data Ingestion, Batch Processing and Data Load Validation
- Authored Shell scripts for Chaining of QA jobs to help reduce manual intervention
- Extensively Used HIVE QL to validate the mapping Logic post data load in HIVE tables
- Used HBase DDLs and DMLs to ensure data quality in persistence layer
- Validated the Data in the service layer through REST API calls against Back end databases
- Implemented QA Automation Tasks to deliver QA Deliverables in Short sprint cycles
- Adhered to and Implemented Quality standards during QA Lifecycle
- Implemented the Agile delivery model for successful delivery of the product
- Extensively used Rally as an Agile tool to manage, monitor and report QA Tasks
- Collaborated with Advanced Analytics team to understand their data requirement and ensured to deliver the same with highest level of quality maintained
Confidential, Orlando, FL
Sr Test Engineer
Responsibilities:
- Requirement Gathering, Analysis, Documentation, Review and QA artifact creation
- Collaboration with Business Analyst to understand the Key Metrics around Disney data
- Meaningful documentation and mitigation of gaps in requirement understanding by consistent collaboration with project stake holders and end users
- Collaborated with development team to understand the technical implementation of business logic
- Used Informatica W/F manager to execute he ETL jobs for business logic validation
- Used Informatica W/F monitor and Unix console to monitor the logs for the ETL jobs
- Performed RCA and Debugging the failed jobs and communicated the scrum team
- Extensively used Version-One as an Agile tool to manage, monitor and report QA Tasks
- Ensured implementation of quality standards at each phase of the SDLC
Confidential
Sr Test Engineer
Responsibilities:
- Was responsible for requirement analysis, test case authoring and reviewing
- Collaborated with SMEs to ensure no-gap deliverables from QA side
- Manually executed Ab-Initio ETL Jobs using Unix wrappers
- Validated the loaded data against the mapping logic thus provided by the business
- Validated the. XFR and. DML files to ensure proper implementation of requirement
- Performed Root Cause Analysis and Debugging of the failed Jobs
- Was responsible for test artifacts creation and management in HP-Quality Center
- Adhered to the instructions from the lead and industry requirements for QA deliveries
Confidential, Columbus, OH
Test Engineer
Responsibilities:
- Performed extensive testing for ETL processes in Enterprise Data Warehouse
- Manually executed Ab-Initio ETL Jobs using Unix wrappers
- Validated the loaded data against the mapping logic thus provided by the business
- Validated the. XFR and. DML files to ensure proper implementation of requirement
- Performed Root Cause Analysis and Debugging of the failed Jobs
- Was responsible for test artifacts creation and management in HP-Quality Center
- Adhered to the instructions from the lead and industry requirements for QA deliveries
- Performed REST-FUL Service validation using client tools and SQL