$3,000.00 Fixed
Business Overview:
We are a fintech company with a rapidly growing volume of transactional data. Our current database is struggling to handle complex analytical queries, and our data is siloed across different systems.
The Challenge:
Our current data infrastructure is not designed for advanced analytics. We cannot perform business intelligence queries efficiently, and integrating data from different sources is a manual, time-consuming process. This prevents us from making data-driven decisions.
Problems Caused:
The inability to query and analyze our data effectively is a major bottleneck for our business growth. We are missing critical insights into customer behavior and market trends, which puts us at a competitive disadvantage.
Proposed Method:
We need a senior data architect to design and implement a scalable, cloud-based data warehouse. The project involves:
- Data Modeling: Designing a new schema optimized for analytical queries.
- ETL/ELT Pipeline: Building automated pipelines to ingest data from various sources (e.g., operational databases, APIs, logs).
- Data Warehouse Implementation: Setting up the data warehouse using a technology like Snowflake, BigQuery, or Redshift.
- Data Governance: Establishing clear data quality and security standards.
Required Experience:
At least 4+ years of experience in data engineering or data architecture. The freelancer must have a proven track record of designing and implementing production-ready data warehouse solutions.
Required Expertise:
- Expertise in data warehouse technologies (Snowflake, BigQuery, Redshift).
- Mastery of ETL/ELT tools and processes.
- Strong knowledge of SQL and data modeling techniques.
- Experience with cloud platforms (AWS, GCP, or Azure).
Sample Work Required:
Please provide documentation or a case study of a data warehouse project you have previously worked on, including details on the architecture, technologies used, and business impact.
Freelancer Proposal:
The freelancer should submit a comprehensive proposal detailing the proposed data warehouse architecture, the ETL/ELT pipeline design, and the overall project plan and timeline. The proposal must also include a risk assessment.
- United Kingdom
- Proposal: 0
- Verified
- Less than a month
