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Project Duration
3 months
Client Industry
Staffing and recruiting
Target Markets
USA

OSINT Jobs

Centralized Job Aggregation and Analytics Platform for Streamlined Employment Opportunity Management

Technology Stack

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Client Overview

Challenges in Modeling Subscription and Business Metrics

OSINT Jobs is a niche job board and resource hub dedicated to careers in Open Source Intelligence (OSINT). The platform curates and aggregates job listings from multiple sources, providing professionals in intelligence, cybersecurity, and data analysis with centralized access to relevant opportunities. OSINT Jobs empowers its audience with streamlined search tools, career resources, and timely updates to support growth in the rapidly evolving OSINT field.

Solutions Delivered

Centralized warehouse for scalable job queries


Automated ingestion from SERP API
Role, location, company-based search features


Interactive dashboards tracking job posting trends

Team Composition

Data Engineer

Cloud Functions Developer

Big Query Analyst

Looker Studio Developer / BI Analyst

Engagement Type

Hourly Contract

Key Challenges

Key Challenges in Job Data Management

Dispersed Job Listings

Data was fragmented across platforms with no unified view


Lack of Centralized Platform

No infrastructure to consolidate and structure incoming job data


Limited User Insights

Inability to analyze posting trends, companies, or job types effectively


Strategic Roadmap

To address fragmented job data, we focused on building a centralized, scalable platform that automates ingestion from diverse sources like SERP APIs. Our approach ensures real-time access to comprehensive job listings while enabling advanced search features by role, location, and company. By integrating interactive dashboards, stakeholders can visualize job posting trends and company performance, empowering data-driven decisions and improving recruitment strategies across the organization.

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Leveraging the SERP API, we automated the extraction of job listings from public search data, ensuring comprehensive and up-to-date information. Automated ingestion pipelines were built using Cloud Functions to streamline data processing and minimize manual intervention.

Execution Approach

Centralized Job Data Infrastructure and Analytics

Leveraging the SERP API, we automated the extraction of job listings from public search data, ensuring comprehensive and up-to-date information. Automated ingestion pipelines were built using Cloud Functions to streamline data processing and minimize manual intervention.
Structured job and company data was stored securely and efficiently in BigQuery, providing a scalable foundation for analysis.
To empower users with actionable insights, we developed intuitive dashboards in Looker Studio that display job posting trends, company activity, and other key metrics, enabling stakeholders to make informed decisions based on real-time, centralized data.

BUSINESS IMPACT

Reduced Manual Workload
Enhanced User Experience
Real-Time Market Insights
Scalable Data Management

50,000+

Centralized job listings, boosting visibility across platforms.

15+

Hours saved weekly by automating data processing tasks.

25%

Faster recruiter response time with real-time data access.