1. Keep creator data flowing at massive scale.
You’ll build and evolve the systems that collect and maintain 400M+ creator profiles across Instagram, TikTok, and YouTube, keeping billions of data points fresh enough for search, analytics, APIs, and customer-facing products.
2. Make collection resilient when the outside world isn’t.
You’ll design services that handle third-party API instability, rate limits, provider outages, platform changes, and partial failures without turning every disruption into a customer incident.
3. Improve the economics of collection.
At this scale, every request, proxy call, retry, storage decision, and compute cycle matters. You’ll improve coverage and freshness while keeping the system financially sustainable.
4. Own production, not just the code.
You’ll shape the problem, design the architecture, write and review the code, ship it, observe it, and improve it. You’ll build the monitoring and operational safeguards that catch gaps and regressions before customers do.