Tableau
Angela Andrews
Flemington,New Jersey
Summary
Data Science People Leader who utilizes advanced statistical methods and technology combined with a background in psychology and a passion for DEI seeking new position that provides the opportunity to support data quality and accessibility, data visualization, and analytics while empowering and guiding others.
Overview
10
10
years of professional experience
Work History
Insights & Solutions Manager
Johnson & Johnson - Technology Services
Raritan
01.2022 - Current
- Developed and cultivated new team within Technology Services, focusing on providing technological solutions, metrics, advanced data science processes, and user centric research and design solutions for current and new products
- Diagnosed errors within key vendor performance metrics, developed instructional documents on metrics and data best practices, defined new key metrics, and implemented new ways of working for vendor measurement, significantly improving insights into vendor performance
- Devised workflows to integrate multiple disparate data sets to provide new insights not previously available, decreasing instances of database non-compliance
- Developed and implemented method of integrating user centric design theory and disability support into current and new products and dashboards, increasing usability and functionality as well as realizing an increase of 56% in customer satisfaction with their dashboards
- Increased new projects for department through implementation of user interviewing and feedback procedures, quadrupling the number of new customers in the past year.
Data Improvement Manager
Johnson & Johnson - Bioresearch Quality & Compliance
Raritan
01.2018 - 01.2022
- Designed and implemented data integrity system checks, data quality and integrity workflows, and special projects related to data improvement, data quality, and data governance
- Designed tool integrating data quality and business rules to audit, investigation, and corrective/ preventative action source system data to identify data errors, significantly improving accuracy of data utilized in regulatory reporting
- Created multiple workflows utilizing tools such as Alteryx to replace manual data verification and quality checks, reducing hours spent on manual verification by 50%
- Provided extensive data analytics, data ethics, and data science trainings cross sector and globally to improve business understanding of data
- Developed and coordinated data governance procedures for source systems to improve ability to trace data pipelines as well as significantly reducing effects of data changes
- Authored data integrity and management strategy within team, including serving as point of contact for data integrity, quality, and ethics areas of focus.
Data Analyst
Johnson & Johnson - Quality Systems & Services
Raritan
08.2016 - 01.2018
- Implemented signal detection and management systems enterprise-wide and instituted methods for improving data quality and analytics
- Developed and launched signal detection tool utilizing latest methodology, drastically improving data quality, reducing turnaround time, and eliminating $200,000 in cost from next year’s budget
- Chaired data pillar of Medical Devices Data Council including managing user needs, providing guidance on data quality and governance, leveraging relationships built in council to press for improved enterprise data quality; formed sub-groups to research new analytical methods that do not rely on sales data for trending
- Designed and led trainings to provide instruction to users regarding FDA best practice analytical methods, data quality guidelines, system and user testing requirements, and analysis of recent FDA guidance documents
- Authored paper researching FDA current practices across pharmaceutical and medical devices and provided best practice recommendations, bringing company in line with FDA expectations.
Data Migration & Integration Business Analyst
Johnson & Johnson – Quality Systems & Services
Raritan
08.2015 - 07.2016
- Evaluated data from 10 disparate systems to improve quality and preparedness for migration, provided training and support to users of signal detection and management systems, and promoted best practices in signal detection and trending analysis
- Ensured successful completion of testing and validation of 3 Signal Detection and Management systems
- Drove interest in Signal Detection and Management systems through providing persuasive demonstrations of systems, designing, and directing enterprise-wide roadshow of tools, and creating one-to-one training for potential users
- Drove data acquisition of critical information needed to support complaint rate calculations by working with numerous operating companies to ensure high quality and timely data importation.
Customer Quality Specialist
Johnson & Johnson – MedTech Complaint Data
Raritan
07.2014 - 08.2015
- Assessed FDA information regarding potential device failures, performed in-depth research regarding customer quality, provided analysis for multiple country entities, and managed FDA regulatory requirements
- Increased complaint handling accuracy by 30% by designing user’s guide and templates for use in complaint entry, providing one-to-one training of lead users, and significantly increasing consistency and accuracy in data entered in complaint system
- Enhanced data quality through building multiple query reports to audit data entry by providing detailed analysis of complaint entry for users, detecting common data errors, and uncovering systematic issues in regulatory reports.
Education
Master of Science - Data Analytics
08.2015
- 4.0 GPA
Bachelor of Arts - Psychology
05.2011
• 3.98 GPA
• Excellence in Research Award, Excellence in Teaching Award, Psi Chi International Honor Society Award, Dean’s List 4 years, Presidential Honor’s List 4 years, Saint Mary’s Academic Performance Scholarship, Kappa Gamma Pi National Honor Society Award
Skills
- Team Building and Collaboration
- Interpersonal Communication
- Statistical Data Analysis
- User Research and Support
- Performance Metrics
- Quality Data Management
- Employee Development
Accomplishments
- Since 2021, received 18 awards for leadership, 24 awards for DEI work, and 15 awards for project work, 5 of which are the highest allowed
- International Public Speaker including Tedx J&J (2016), What’s Your Story (2016, 2017, 2018), National Pharmaceuticals Annual Meeting (2019), Resilience Unraveled Podcast (2019), EveryWoman Global Conference (2022, 2023, 2024), Global Autism Acceptance Celebration (2017, 2018, 2019, 2021, 2022, 2023, 2024), and many more
- Winner of J&J 2024 Hackathon LLM Challenge
- Best Buddies International Grand Champion (2022, 2023)
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference
Work Type
Full TimeImportant To Me
Work-life balanceCompany CulturePersonal development programsSoftware
Alteryx
Excel
PowerPoint
Hue
Jira
Languages
English
Native or Bilingual
Interests
Piano
Flute
Reading
Genealogical Research
Camping
Timeline
Insights & Solutions Manager - Johnson & Johnson - Technology Services
01.2022 - Current
Data Improvement Manager - Johnson & Johnson - Bioresearch Quality & Compliance
01.2018 - 01.2022
Data Analyst - Johnson & Johnson - Quality Systems & Services
08.2016 - 01.2018
Data Migration & Integration Business Analyst - Johnson & Johnson – Quality Systems & Services
08.2015 - 07.2016
Customer Quality Specialist - Johnson & Johnson – MedTech Complaint Data
07.2014 - 08.2015
Southern New Hampshire University - Master of Science, Data Analytics
Saint Mary's College - Bachelor of Arts, Psychology
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