Finalize Apify Data Pipeline and Dashboard

Job ID: 40008584

Budget: $1,500 – $3,000 USD

I have an Apify based data pipeline already running. The previous developer completed the setup and delivered working scrapers, schedules, and a BigQuery connection. I need a developer to review the build, stabilize it, and finish the remaining pieces.

What is already done:

Apify organization created

Two working Actors running on schedule

Facebook Posts Scraper

Instagram Profile Scraper

Existing saved tasks

Storage dataset creation

Service account permissions set

BigQuery dataset ready

Tables receiving data daily

What I need completed:

Confirm Actors run without failure

Add retry logic and error handling

Clean and structure the scraped data

Write transformations for sentiment and keyword flags

Load cleaned data into final BigQuery tables

Build a Looker Studio dashboard using these tables

Document the workflow

Advise on improvements and long term stability

Skills required:

Apify Actors

Node or Python

BigQuery

Google Cloud IAM

Looker Studio

ETL best practices

I want someone who can work quickly, communicate clearly, and complete the remaining steps without redoing what is already built.

If you are interested, share:

Your experience with Apify and BigQuery

One example of a pipeline you built

Your estimated timeline

This is not a full rebuild. I need a strong finisher to stabilize and complete the system.