Emilia Rolda
Summary
Results-driven Senior Data Analyst with over 7 years of experience enabling informed decision-making through data. Expertise in transforming complex datasets into actionable forecasts, KPI frameworks, and impactful executive reports. Proven proficiency in SQL, Python, and cloud platforms, with a focus on analytics that prioritize accuracy and trust.
Overview
2026
2026
years of professional experience
Work History
Senior Revenue Operations Analyst
The Knot Worldwide
2024 - Current
- Owned revenue forecasting and risk management across U.S. and international markets,
proactively identifying pacing gaps and mitigation opportunities impacting multimillion‑dollar
revenue targets. - Built and maintained capacity, yield, and inventory dashboards used by executive leadership
to guide pricing, packaging, and programmatic strategy. - Partnered with Product and Ad Operations on inventory planning and product builds,
improving forecast accuracy and delivery reliability across programmatic channels. - Led yield optimization initiatives that improved inventory utilization and monetization efficiency.
- Acted as primary analytics partner to Account Management, delivering performance deep
dives that informed optimization and renewal strategy.
Reporting Analyst
Flipboard
2022 - 2024
- Designed and owned a centralized executive reporting suite in Looker supporting Sales,
Marketing, and Product leadership. - Built self‑serve dashboards that reduced ad‑hoc analysis requests and improved
decision turnaround time. - Delivered an end‑to‑end demographic insights dashboard (data modeling, LookML,
visualization, executive readouts), enabling advertisers and internal teams to understand
audience segments by content interest. - Collaborated with external data providers and internal engineering to support data pipelines
(S3‑based ingestion, orchestration workflows), improving data availability and reliability. - Optimized Looker performance and resolved runtime issues, increasing dashboard stability
at scale.
Senior Data Operations Analyst
Bennie Health
2020 - 2022
- Designed and automated operational KPI dashboards used by leadership to monitor platform performance and service delivery.
- Partnered cross‑functionally with Product, Engineering, and Operations to translate business requirements into scalable reporting solutions.
- Resolved systemic data and workflow issues, enhancing platform stability by ~25%.
- Developed analytics solutions for healthcare operations, customer experience, and product strategy in high‑growth environment.
Procurement Analyst
ZIM Shipping Integrated
2018 - 2020
- Analyzed procurement and vendor data to enhance cost control and inform forecasting and operational planning.
- Developed recurring reports and ad-hoc analyses for leadership to assess supplier performance and identify spend trends.
Reporting Specialist
Advantage Solutions
2016 - 2018
- Created client-facing reports and dashboards to enhance sales performance and improve retail execution.
- Ensured data accuracy and consistency in recurring reporting cycles, facilitating informed decision-making for national accounts.
Education
Professional Certificate - Learning Python for Data Science
Harvard University (Online)
12.2026
Bachelor of Science - Statistics
De La Salle University
Skills
- Revenue forecasting
- Pacing and risk management
- Yield optimization
- Pricing strategy
- Funnel and cohort analysis
- Experimentation analysis
- KPI frameworks
- SQL
- Python
- Dbt
- SAS
- Looker (LookML)
- Tableau
- Power BI
- Snowflake
- BigQuery
- Redshift
- Airflow
- GitHub
- Salesforce
- Zendesk
- Qualtrics
Core Skills
Revenue forecasting, Pacing & risk management, Yield optimization, Pricing strategy, Funnel & cohort analysis, Experimentation analysis, KPI frameworks, SQL, Python, dbt, SAS, Looker (LookML), Tableau, Power BI, Snowflake, BigQuery, Redshift, Airflow, GitHub, Salesforce, Zendesk, Qualtrics
Timeline
Senior Revenue Operations Analyst
The Knot Worldwide
2024 - Current
Reporting Analyst
Flipboard
2022 - 2024
Senior Data Operations Analyst
Bennie Health
2020 - 2022
Procurement Analyst
ZIM Shipping Integrated
2018 - 2020
Reporting Specialist
Advantage Solutions
2016 - 2018
Professional Certificate - Learning Python for Data Science
Harvard University (Online)
Bachelor of Science - Statistics
De La Salle University