Real-time Data Infrastructure Enhancement for Impact Tracking

High Priority
Data Engineering
Non Profit
👁️13621 views
💬658 quotes
$15k - $50k
Timeline: 8-12 weeks

Our growing non-profit is seeking a skilled data engineer to enhance our data infrastructure. The aim is to enable real-time impact tracking and reporting, facilitating better decision-making and transparency. Leveraging cutting-edge technologies like Apache Kafka and Spark, this project will streamline and integrate our current data streams, ensuring data accuracy and accessibility across departments.

📋Project Details

As a scale-up non-profit, we are dedicated to maximizing our impact and operational efficiency. We currently face challenges in consolidating disparate data sources, leading to delays in reporting and strategic decision-making. This project focuses on restructuring our data infrastructure by implementing a real-time data mesh architecture. The selected freelancer will utilize Apache Kafka for event streaming, Spark for processing, and Airflow for orchestration. Integrating these tools with our existing database on Snowflake will enhance our ability to analyze data in real-time. Furthermore, employing dbt for data transformation will ensure data quality and observability. The success of this project is crucial for improving our program impact tracking and fulfilling our mission efficiently. With a budget of $15,000 to $50,000, we anticipate the completion of this project within 8-12 weeks. This initiative not only aligns with our strategic goals but also positions us as leaders in data-driven decision-making in the non-profit sector.

Requirements

  • Proven experience with real-time data streaming and processing
  • Familiarity with non-profit sector data challenges
  • Expertise in integrating Apache Kafka and Spark
  • Ability to implement and monitor data observability tools
  • Experience in database management and optimization

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
Snowflake
dbt

📊Business Analysis

🎯Target Audience

The target audience includes internal stakeholders such as program managers, data analysts, and executive directors who rely on timely and accurate data for reporting and strategic planning.

⚠️Problem Statement

Our current data infrastructure is fragmented, leading to delays in impact reporting and hindering effective decision-making. This affects our ability to respond quickly to program needs and demonstrate our impact to donors.

💰Payment Readiness

Donors and regulatory bodies demand transparency and accountability. Investing in advanced data infrastructure will enhance our credibility and compliance, ensuring sustained funding and support.

🚨Consequences

Failure to address these data challenges may result in lost funding opportunities, decreased donor trust, and an inability to scale our programs effectively, ultimately hindering our mission.

🔍Market Alternatives

Currently, data is manually consolidated from various sources, which is time-consuming and error-prone. Competitors in the sector are increasingly adopting real-time analytics solutions, setting a higher standard for transparency and efficiency.

Unique Selling Proposition

By implementing a real-time data mesh, we will set a benchmark in the non-profit sector for data transparency and efficiency, demonstrating our commitment to leveraging technology for greater impact.

📈Customer Acquisition Strategy

We plan to showcase our enhanced data capabilities in donor presentations, on our website, and through strategic partnerships, highlighting our data-driven approach to maximizing impact.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:13621
💬Quotes:658

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