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# Bill Mitchell

**Headline:** Manager, Programmer, Engineer  \| Solution Finder
**Profession:** Data Engineer
**Location:** Philadelphia, Pennsylvania, United States

## About

Bill Mitchell is a Data Engineer at Fora Financial, where he develops and maintains data pipelines, refines data models with Marketing and Analytics partners, and administers database architecture across SQL Server Management Studio and Snowflake\. He is strongest at converting ambiguous stakeholder needs into formal documentation, technical specifications, reliable data models, historical change tables, and data\-quality checks\. Bill led a SQL Server\-to\-Snowflake data\-platform migration that incorporated dbt and a medallion\-level architecture, and he has diagnosed data drift caused by changing deal records\. At Fora Financial, he improved Monthly Mailer data quality by 21% while reducing costs by 27%, converted more than 10,000 lines of SSMS code and 3,000 lines of Azure Databricks code to Snowflake standards, and used AI coding tools to update 6,000 lines of SSMS code for an average 87% time reduction\. His background also includes clinical database programming and leadership, financial risk analysis, and software\-development support\. Bill has managed EDC, SAS, database, ETL/ELT, reporting, vendor, and data\-integration work across clinical\-trial, financial, and business\-data environments\.

## Services

- Microsoft Power BI
- Tableau
- Healthcare
- Data Build Tool \(DBT\)
- Medidata
- Data Analytics
- Visualization
- Data Visualization
- Clinical Trials
- Clinical Data
- Electronic Data Capture \(EDC\)
- Data Management
- Vendor Management
- SQL Server Reporting Services \(SSRS\)
- Snowflake
- Microsoft Azure
- Data Architecture
- Extract, Transform, Load \(ETL\)
- Python \(Programming Language\)
- Database Design
- Data Loading
- Data Science
- Data Services
- Supportive Services
- Data Engineering
- SAS \(Software\)
- Problem Solving
- Public Speaking
- Analysis
- Programming

## Highlights

- At Fora Financial, created semi\-automated Monthly Mailer data processes that improved data quality by 21% and reduced costs by 27%\.
- Converted more than 10,000 lines of SSMS code and 3,000 lines of Azure Databricks code to Snowflake coding standards at Fora Financial\.
- Updated 6,000 lines of SSMS code using AI coding tools, achieving an average 87% time reduction\.
- Developed and maintained Azure and Debezium data pipelines and new integrations to address growing data volume and complexity\.
- Designed and administered database architecture in SQL Server Management Studio and Snowflake systems\.
- Documented more than 20 new processes, establishing high\-level and detailed standards\.
- Led a SQL Server\-to\-Snowflake data\-platform migration using dbt and medallion\-level architecture\.
- Designed data models and historical change tables, implemented data\-quality checks, and diagnosed data drift caused by changing deal records\.
- Managed Medidata Rave, Merative ZELTA, and SAS programming work across US, Europe, and India contracting teams at Worldwide Clinical Trials\.
- Directly managed 9 US EDC programmers and 7 India\-based contractors, including onboarding and ongoing quality reviews\.
- Built one study and processed more than 50 minor and major Merative ZELTA mid\-study updates\.
- Built and updated more than 10 custom SAS reports for Medidata Rave and Merative ZELTA studies\.
- Reviewed more than 100 specifications for project\-specific data\-entry software setup and modification, including edit\-check and SAS specifications\.
- Liaised with sponsors or their designees on electronic\-data transfers for more than 30 custom exports and reports\.
- Vendor\-managed Medidata Rave, Merative ZELTA, and IRT vendors to resolve issues and implement software changes\.
- Led more than three department\-wide projects in report standardization, quality assurance and improvement, and KPI metrics\.
- Reduced a Clinical Ink clinical\-trial study\-mapping process from more than 75 hours to 12 hours, an 84% efficiency improvement\.
- Mapped more than 350 clinical studies using CDISC, SDTM, ADAM, and client\-specific specifications\.
- Created more than 425 custom and standard reports and more than 200 custom SQL and SAS programs for Clinical Ink clients and vendor partners\.
- Supported more than 20 active Clinical Ink customers with SAS and SQL programming for data integrations and exports\.
- Managed two system vendors and assisted with three additional vendors for Aramark quality assurance, system\-information migration, data analysis, SOX reconciliation, and SSAE 16 year\-end reporting\.
- Developed SAS and SQL datasets, SAS macros, templates, and utilities for clinical\-data cleaning and reporting at ICON plc\.
- Developed, debugged, troubleshot, tested, and supported custom LDRA applications and projects at ENSCO, Inc\.

## Experience

- **Data Engineer at Fora Financial** (2024\-01\-01–present) — Collaborated with cross\-functional teams, including Marketing and Analytics, to refine data models using enhancing business intelligence tools, thus increasing data accessibility and enabling data\-driven decision\-making\. • Developed and maintained data pipelines using Azure and Debezium, creating new integrations to manage growing data volume and complexity\. • Designed and administered database architecture within SQL Server Management Studio and Snowflake systems\. • Constructed semi\-automated standardized data processes for Monthly Mailer, resulting in a 21% improvement in data quality and a 27% reduction in costs\. • Converted over 10K lines of SSMS code and 3K lines of Azure Databricks code to Snowflake coding standards\. • Updated 6K lines of SSMS code utilizing AI\-coding tools to reduce inefficiencies, achieving an average time reduction of 87%\. • Documented over 20 new processes, establishing both high\-level and detailed standards\.
- **Manager, Clinical Database Programming at Worldwide Clinical Trials** (2022\-03\-01–2023\-11\-01) — Resource managed Medidata Rave, Merative ZELTA, and SAS programming projects work allocated to the US, Europe, and India Contracting Clinical Database Programmers\. • Directly managed of 9 US EDC Programmers and 7 India\-based contractors with onboarding training and on\-going Quality Reviews • 1 Study Built and processed 50\+ Minor and Major Mid\-Study Updates of Merative ZELTA • Built and updated 10\+ custom SAS reports for several Medidata Rave and Merative ZELTA studies\. • Reviewed 100\+ specifications for the set\-up and modification of project specific data entry software including edit check specifications and SAS specifications\. • Liaised with Sponsors or their designates on matters associated with the transfer of electronic data to or from the company for 30\+ custom export and reports\. • Vendor managed Medidata Rave, Merative ZELTA, and various IRT vendors to resolve issues, implement changes to software\. • Lead 3\+ department wide projects \- Report Standardization, Quality Assurance
- **Manager, Clinical Programming at Clinical Ink** (2015\-10\-01–2022\-02\-01) — Manage, Participate, and Process Plan all Data Engineering and Programming needs such as create, maintain, and update Database Architecture, ETL/ELT programming \(SQL, Python, Perl, SAS\), SSIS, SSRS, MS SQL Server, MySQL and MongoDB reports and Data Quality updates • Provide leadership and direction to Clinical Programming team, including hiring, training, management, and career development • Ensure proper system maintenance including studies mapping specifications \(CDISC, SDTM, ADAM, and/or client specified\), custom programming, and Data Integrity • Lead and/or implement the programming of study data exports, custom data reports, study rules programming, study data integrations, data correction procedures, and data validations • Plan, Develop, and/or Support overall company operations within Data Services’ operational systems, processes, and procedures • Develop and track methods/metrics \(departmental KPI/metrics\) to assist in measuring Clinical Programming team’s performance and p
- **Senior Database Programmer at Clinical Ink** (2013\-05\-01–2015\-10\-01) — Work with 20\+ active customers to create SAS and SQL programming for standard and customer specific data integrations/exports • Work independently and in a team to develop and test database functionality for tablet\-PC and web\-based applications for clinical trials • Create/Modify/Execute web services and other data integrations to facilitate the exchange of clinical trial data • Work with customers to specify data transfer standards and develop/implement software code to automate data transfer activities • Assist in management and deployment of customer database instances including support of application infrastructure
- **Clinical Data Programmer at ICON plc** (2012\-11\-01–2013\-04\-01) — \- part of a multi\-dimensional project team focused on delivering quality and timely deliverables for a variety of pharmaceutical and biotechnology clients\. \- design and manage databases, as well as to collect and analyze data obtained from clinical research\. \- build the appropriate programs in order to create SAS and SQL datasets from the clinical database, external data sources and other data sources as outlined in the clinical study's protocol or statistical plans\. \- develop SAS macros, templates and utilities for data cleaning and reporting\.
- **Decision Support / Risk Financial Analyst at Aramark** (2007\-03\-01–2012\-10\-01) — Manage 2 system vendors and assist manage 3 additional system vendors for projects related to Quality Assurance, System Information Migration, Data Analysis, and SOX Reconciliation and year\-end report \(SSAE 16\)\. Responsible for all internal and external system process flows as well as creating, upgrading, and troubleshooting all Safety and Claims Management applications\. Proven ability to read and analyze large raw data sets for data analysis, data transformation, reconciliation or  reporting with advanced querying abilities using Oracle Discoverer, Oracle SQL, MS SQL Server, MySQL, and IBM Cognos\. Perform data and statistical modeling using SPSS Statistics, SPSS Modeler, RapidMiner, Base SAS, and SAS Analytics\.
- **Associate Program Analyst I at ENSCO, Inc\.** (2006\-01\-01–2007\-03\-01) — Responsible for participation in all technical and developmental aspect of the LDRA custom projects Duties include debugging and troubleshooting software programs for the LDRA application, developing custom applications, testing, and support

## Education

- MBA/MS, Information System Management — Holy Family University (2010\-01\-01–2012\-01\-01)
- BBA, Actuarial Science with Two Minors in Computer Science and Mathematics\. — Fox School of Business at Temple University (2001\-01\-01–2006\-01\-01)
- High School Diploma, Mathematics — Northeast High School (1997\-01\-01–2001\-01\-01)
- Presentation BVM School (1987\-01\-01–1997\-01\-01)

## FAQ

### What does Bill do at Fora Financial?

Bill is a Data Engineer at Fora Financial\. He collaborates with cross\-functional teams, including Marketing and Analytics, to improve data models, accessibility, and business\-intelligence capabilities develops Azure and Debezium pipelines and integrations and works with SQL Server Management Studio and Snowflake database architecture\.

### What are Bill's strongest data\-engineering capabilities?

Bill is particularly effective when requirements are unclear\. He translates ambiguous stakeholder requests into formal documentation and technical specifications, then develops trusted data models, historical change tracking, and data\-quality checks\. He has also diagnosed data drift caused by changing deal records\.

### What has Bill done with Snowflake and data\-platform migration?

Bill led a data\-platform migration from SQL Server to Snowflake, implementing dbt and a medallion\-level architecture\. At Fora Financial, he also converted more than 10,000 lines of SSMS code and 3,000 lines of Azure Databricks code to Snowflake coding standards\.

### What measurable results has Bill delivered at Fora Financial?

Bill created semi\-automated standardized data processes for Monthly Mailer that improved data quality by 21% and reduced costs by 27%\. He updated 6,000 lines of SSMS code with AI coding tools, achieving an average time reduction of 87%, and documented more than 20 new processes with high\-level and detailed standards\.

### What did Bill do at Worldwide Clinical Trials?

As Manager, Clinical Database Programming at Worldwide Clinical Trials, Bill resource\-managed Medidata Rave, Merative ZELTA, and SAS programming work across US, European, and India\-based contract clinical database programmers\. He directly managed 9 US EDC programmers and 7 India\-based contractors, including onboarding and ongoing quality reviews\.

### What clinical\-programming outcomes did Bill deliver at Worldwide Clinical Trials?

At Worldwide Clinical Trials, Bill built one study and processed more than 50 minor and major Merative ZELTA mid\-study updates\. He built and updated more than 10 custom SAS reports, reviewed more than 100 specifications for data\-entry software setup and modification, and liaised with sponsors or their designees on more than 30 custom exports and reports\.

### What leadership and vendor\-management work did Bill lead at Worldwide Clinical Trials?

Bill vendor\-managed Medidata Rave, Merative ZELTA, and various IRT vendors to resolve issues and implement software changes\. He also led more than three department\-wide initiatives: report standardization, quality assurance and improvement, and KPI metrics for Data Management, Clinical Database Programming, and contractors\.

### What did Bill do as Manager, Clinical Programming at Clinical Ink?

As Manager, Clinical Programming at Clinical Ink, Bill managed and planned data\-engineering and programming work, including database architecture, ETL/ELT programming in SQL, Python, Perl, and SAS, SSIS, SSRS, MS SQL Server, MySQL, MongoDB reporting, and data\-quality updates\. He also led hiring, training, management, and career development for the Clinical Programming team\.

### How did Bill support clinical\-study data operations at Clinical Ink?

At Clinical Ink, Bill ensured maintenance of study mapping specifications, including CDISC, SDTM, ADAM, and client\-specific mappings custom programming and data integrity\. He led or implemented study exports, custom reports, study rules, data integrations, data\-correction procedures, and data validations, while supporting Data Services operational systems, processes, and procedures\.

### What results did Bill achieve as Clinical Ink's Clinical Programming Manager?

Bill revised a clinical\-trial study\-mapping process from more than 75 hours to 12 hours, an 84% efficiency improvement\. He mapped more than 350 studies, created more than 425 custom and standard reports, and programmed more than 200 custom SQL and SAS programs to meet client and vendor\-partner requests\.

### What did Bill do as a Senior Database Programmer at Clinical Ink?

As a Senior Database Programmer at Clinical Ink, Bill worked with more than 20 active customers on SAS and SQL programming for standard and customer\-specific data integrations and exports\. He developed and tested database functionality for tablet\-PC and web\-based clinical\-trial applications, created and executed web services and other integrations, automated data\-transfer activities, and assisted with customer database\-instance management and application\-infrastructure support\.

### What did Bill do at ICON plc?

At ICON plc, Bill worked on a multidimensional project team delivering quality, timely work for pharmaceutical and biotechnology clients\. He designed and managed databases collected and analyzed clinical\-research data created SAS and SQL datasets from clinical databases and external sources according to study protocols or statistical plans and developed SAS macros, templates, and utilities for data cleaning and reporting\.

### What did Bill do at Aramark?

As a Decision Support / Risk Financial Analyst at Aramark, Bill managed two system vendors and assisted with three additional vendors on quality assurance, system\-information migration, data analysis, SOX reconciliation, and SSAE 16 year\-end reporting\.

### What data\-analysis tools and responsibilities did Bill have at Aramark?

At Aramark, Bill was responsible for internal and external system process flows and for creating, upgrading, and troubleshooting Safety and Claims Management applications\. He analyzed, transformed, reconciled, and reported on large raw datasets using Oracle Discoverer, Oracle SQL, MS SQL Server, MySQL, and IBM Cognos, and performed statistical modeling with SPSS Statistics, SPSS Modeler, RapidMiner, Base SAS, and SAS Analytics\.

### What did Bill do at ENSCO, Inc\.?

As an Associate Program Analyst I at ENSCO, Inc\., Bill participated in technical and development work for LDRA custom projects\. His responsibilities included debugging and troubleshooting LDRA application software, developing custom applications, testing, and support\.

### What platforms, databases, analytics, and business\-intelligence tools does Bill use?

Bill works with Snowflake, dbt, Apache Airflow, Apache Kafka, Azure Data Factory, Azure, Debezium, MongoDB, SQL Server, SSIS, SSRS, SSAS, MySQL, PostgreSQL, Oracle Discoverer, IBM Cognos Analytics, Tableau, Power BI, Base SAS, SAS Analytics, RapidMiner 5, IBM SPSS Statistics 20, IBM SPSS Modeler 14\.2, LDRA Test Bed Application, and Unix/Linux platforms\. He uses Excel for documentation\.

### What programming languages and professional skills does Bill have?

Bill programs in Python, SQL, MySQL, PostgreSQL, R, Perl, C\#, C\+\+, Java, Pascal, JQuery, PHP, Rudy, JReview, Visual Basic, and SAS\. His broader skills include data architecture, database design and administration, data warehousing, data modeling, ETL, data loading, data mining, statistical modeling, visualization, requirements analysis and gathering, software and application development, SDLC, testing, quality assurance, auditing, process improvement, process development, documentation, business analysis, program management, leadership, management, mentoring, training, team building, public speaking, customer service, research, and problem solving\.

### What clinical\-data and EDC experience does Bill have?

Bill has EDC experience with ZELTA, now Merative ZELTA, and Medidata Rave\. His clinical\-data background includes clinical trials, clinical data, electronic data capture, data management, data services, study mapping, CDISC, SDTM, ADAM, data integrity, clinical\-study exports, data validations, and vendor management\.

### What is Bill's educational background?

Bill earned an MBA/MS in Information System Management from Holy Family University in 2012\. He earned a BBA in Actuarial Science with minors in Computer Science and Mathematics from the Fox School of Business at Temple University in 2006, a High School Diploma in Mathematics from Northeast High School in 2001, and attended Presentation BVM School in 1997\.

### What certifications and language qualifications does Bill have?

Bill holds the IBM Data Warehouse Engineer Specialization Codefinity certificates in Data Visualization, In\-Depth Python OOP, Introduction to GoLang, Python Data Analysis and Visualization, Python from Zero to Hero, SQL from Zero to Hero Medidata Rave Custom Functions Programming Merative Certified Basic Designer, Endpoint Adjudication Certified, and Inventory/Dispense Certified edX Verified Certificates in Data Science: Machine Learning, Linear Regression, Inference and Modeling, Wrangling, Productivity Tools, Probability, R Basics, and Visualization and SAS Certified Base Programmer for SAS 9\. Bill's language is English\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/bill\-mitchell\-a6836a28

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