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Building a Data Engineering Stack That Boosts Scalability

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Most notably, we integrated with Segment, which was selected by our revenue operations (RevOps) team as our customer data platform (CDP). Nowadays, these are packaged and deployed in docker images, and executed via AWS lambda or EKS pods each day. We used our daily AWS RDS snapshots and loaded them daily to Snowflake tables.

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Top 15 VC Podcasts 2023

SmartKarrot

He interviews the world’s biggest and brightest business experts to uncover actionable strategies, insights, and tips that you can use to generate more revenue and accelerate your business. Brandon is a host of the Sales Secrets podcast.

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The metrics behind Spotify’s IPO

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Spotify Co-Founder & CEO Daniel Ek. Average Revenue Per Account (ARPA). Ad revenue from free plans is a small proportion of total revenue (about 10%) but is growing steadily year over year. Median gross margin for SaaS is 71% — virtually unheard of in less scalable revenue models. Customer Churn Rate.