Sr. Data Science Consultant Resume
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Redmond, WashingtoN
SUMMARY:
- 10 years of analytics and BI experience using T - SQL in DW environment
- 4 years of big data experience on Cosmos platform and familiar with AWS and Azure services
- Certified for Python, R Programming, Machine Learning, Apache Hadoop Essentials, Hive and Pig
- Used Python build linear regression and SVM/RandomForest/LogisticRegression Models
PROFESSIONAL EXPERIENCE:
Sr. Data Science Consultant
Confidential,Redmond,Washington
Responsibilities:- Led marketing campaign analysis in commercial, consumer and free-services for Office 365 business practice and provided training on Cosmos Scope & campaign analytics to marketing automation engineers
- Performed A/B testing and conducted campaign experiments, evaluated campaign effectiveness for control and treatment groups with email response rate
- Managed campaign executions and provided data support, sizing analysis for relationship managers
- Built PowerBI dashboard and report at Nintex for their marketing team to demonstrate lead opportunity source and marketing performance by channel; integrated data from GA, FB and Marketo with GDC data on SQL Server; created visuals, datasets, queries, conditional columns and measures
- Architected data solution for WDG team using Jarvis & ODIN data source to drive marketing campaign through Microsoft Marketing Automation Platform (Iris) to promote EMS product of Cloud and Enterprise team
- Collaborated with consumer and commercial teams to launch a new reporting metric system SCOTCH, integrated ETL works, deployed SSIS packages and scheduled jobs
Sr. BI Consultant
Confidential,Bellevue,Washington
Responsibilities:- Provided data mining and analytics support for Revenue and Relevance team at Bing.com which aims to improve advertisement revenue through algorithm optimization
- Responsible for Weekly Business Review, Scorecard and KPI reporting automation; analyzed Bing and Yahoo Ads performance in terms of revenue, advertiser, campaign and search traffic based on dimensions such as market classification, sales location, entry point, device and publisher
- Built stored procedures, created and scheduled daily ETL jobs on SQL Server to support internal reporting web portal; set up alerts on SQL Server Agent to monitor data availability and data quality
- Mined search data from multiple data sources such as Cosmos (Scope script), SQL Server and OLAP cubes to provide business insights and performed ad hoc analytical projects
- Triaged and resolved reporting issues, optimized reporting automation process, validated data quality on multiple BI stacks to assure data accuracy and completeness; engaged with pipeline engineers to troubleshoot instrumentation problems to avoid traffic loss and to assure normal traffic for multiple verticals
Sr. Database Marketing Consultant
Confidential,Redmond,Washington
Responsibilities:- Led Federal & GEM migration analytics and reporting projects for product management team under AT&T Business Service; collaborated with marketing team and sales leaders to facilitate migration campaign execution
- Provided the team with analytics about the most recent churn rate, usage trend, service revenue shares at segment, account and region level; performed daily reporting
- Built Heat Map for senior level VPs to advocate future migration campaigns for sub-markets which may have upcoming spectrum carves and with high CRU user bases; collaborated with network team to gather and update sub-market spectrum data and carving plan information
- Optimized reporting productivity in Business Object through new report creation and efficient query
- Delivered 2G migration monthly scorecard to majorly reflect 2G account reduction, migration/churn rate and device composition
Sr. Reporting Consultant
Confidential,Bellevue,Washington
Responsibilities:- Performed reporting projects for Confidential PHP team to support strategy setting and operation
- Executed marketing campaigns including Growth, Flexpay and Winback to promote Premium Handset Protection plan to over 60,000 target customers every week and achieved 4% to 8% lift
- Executed Open Enrollment to expand customer base, worked on customer segmentation to define target customers
- Executed Retention campaign and reached out 1 million customers to evaluate 6 different marketing messages, worked with program manager and SMS marketing team to accomplish the project ahead of deadline
- Created and delivered Leadership Scorecard for Customer Care and Telesales, monitored PHP take rate in retail channels to drive channel performance competition
Business Intelligence Consultant
Confidential,Redmond,Washington
Responsibilities:- Designed and deployed SSRS reporting packages for MBR streaming & Content Delivery Network performance metrics to support operation teams in Xbox, Zune and Windows Phone
- Built T-SQL stored procedures on testing and production servers to facilitate reporting automation; maintained routine reports; worked on reporting trouble shooting and performed ETL and DBA tasks
- Delivered weekly and monthly scorecards using T-SQL, Excel and PowerPoint to partners regarding CDN performance and user profile; improved reporting through automation
- Collaborated with development teams to collect reporting requests; performed ETL tasks to ensure data availability and reporting accuracy
Strategy Analyst
Confidential,Wilmington,DE
Responsibilities:- Worked in analytical team at Confidential Collection Strategy Group and reduced debt loss by optimizing segmentation and pricing strategy; collaborated with operation and agency management team to execute new strategies; built scorecards on placement volume, account balances, liquidation rate and settlement rate
- Analyze unit collection and built segmentation for WaMu post charged-off credit card to optimized segment service fee, collector yield and settlement rate based on the calculation of unit collection
- Built a financial model to perform NPV analysis for Chapter 13 accounts sales revenue to optimize asset management; provided recommendations to senior management
- Delivered monthly and weekly metrics reports on consumer and small business demand deposit accounts production, account balances, debit card transactions and service revenues
- Analyzed debit card reward program’s 9 million households’ profile in 15 states and performed one of the most comprehensive household comparisons between WaMu and Confidential