Develop GCP Data & AI Pipeline
Budget: $750 – $1,500 USD
I'm seeking a skilled developer to build a version 0.1 data and AI pipeline on Google Cloud Platform. This project aims to leverage Vertex AI, BigQuery, and Looker to power a real-estate intelligence platform focused on data integration and analysis.
Key Requirements:
- Develop a robust data pipeline using GCP services.
- Integrate multiple data sources including real estate listings, market trends data, and customer behavior data.
- Utilize Vertex AI features such as AutoML, custom model training, and model monitoring.
- Ensure seamless data flow into BigQuery for efficient storage and querying.
- Create insightful visualizations and reports using Looker.
Ideal Skills and Experience:
- Proficiency in Google Cloud Platform, especially Vertex AI, BigQuery, and Looker.
- Strong background in data engineering and integration.
- Experience with AI model development and monitoring.
- Familiarity with real estate data and analytics.
- Ability to deliver a scalable and efficient pipeline solution.
Your expertise will help us build a foundational pipeline to enhance our real-estate intelligence capabilities.
Key Requirements:
- Develop a robust data pipeline using GCP services.
- Integrate multiple data sources including real estate listings, market trends data, and customer behavior data.
- Utilize Vertex AI features such as AutoML, custom model training, and model monitoring.
- Ensure seamless data flow into BigQuery for efficient storage and querying.
- Create insightful visualizations and reports using Looker.
Ideal Skills and Experience:
- Proficiency in Google Cloud Platform, especially Vertex AI, BigQuery, and Looker.
- Strong background in data engineering and integration.
- Experience with AI model development and monitoring.
- Familiarity with real estate data and analytics.
- Ability to deliver a scalable and efficient pipeline solution.
Your expertise will help us build a foundational pipeline to enhance our real-estate intelligence capabilities.
Related categories:
Google Cloud Platform
Data Analysis
Data Integration
BigQuery
AutoML
Model Monitoring
AI Development
Vertex AI