Sonia Husain
Analytics @ Headway
- Role
- Data Scientist, Analytics at Headway
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
Experience
Data Scientist, Analytics
May 2024 — Present
Led the design and creation of Headway’s authoritative revenue source of truth, used by leadership- Reduced financial close cycle time by ~92% by replacing legacy stored procedures with transactional, version-controlled dbt models- Accelerated time-to-insight from 6 months to daily updates (~99% faster) by standardizing billing and payments metrics across all revenue- Established company-wide billing north-star metrics framework and implemented source-of-truth transaction models enabling end-to-end validation of platform accuracy- Led feature launch analysis to quantify ~$3M in revenue impact and improve observability into product performance- Drove data quality and operational excellence by implementing reliability standards, mentoring analysts, and serving as the go-to partner for finance and product teams.
Education
Northeastern University
Bachelor of Business Administration (B.B.A.), Management Information Systems, General
The Chinese University of Hong Kong
Business Administration
Bayan Gardens School
High School Diploma
Skills
- Microsoft Word
- Powerpoint
- Microsoft Excel
- Sql Server Management Studio
- Microsoft Access
- Microsoft Office
- Teamwork
- Microsoft Powerpoint
- Leadership
- Public Speaking
- Social Media
- Power Bi
- Sql
- Customer Service
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