We've built a service for ingesting made-for-web show data (episode title, description, embed code, etc). We want to refine the service and add more sources (examples: yoututbe, vimeo, college humor, vice). Some will have APIs, some will need to be scraped. This service runs daily and looks for new episodes available for specific shows. All data needs to be reconciled, accurate and available for manual updates.
We've built the service using node/express/mongo/jade - you should be experienced with those tools.
Based on your proficiency, there are consumer-facing dashboards that will hook into this data and ongoing work for the right candidate.