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RichJacobs69
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data-analyst

Analyze hiring market data with codified SQL queries to generate structured reports.

Updated Nov 5, 2025
Search Tags:#reporting#data analysis#hiring market#job trends#market insights#recruitment analytics
One-click install
npx skills add https://github.com/RichJacobs69/job-analytics --skill data-analyst-richjacobs69
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: data-analyst
Source: https://github.com/RichJacobs69/job-analytics/tree/main/.claude/skills/data-analyst
Command: npx skills add https://github.com/RichJacobs69/job-analytics --skill data-analyst-richjacobs69

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides deep insights into the hiring market by analyzing job posting data, identifying trends, and answering complex marketplace questions.

Core Features & Use Cases

  • Market Trend Analysis: Identify and report on hiring trends across different job families, locations, and time periods.
  • Custom Report Generation: Create detailed reports on specific market segments, including industry distribution, seniority, and skills demand.
  • Use Case: Generate a quarterly report comparing hiring trends for Data Analysts in London and San Francisco, highlighting key differences in required skills and compensation.

Quick Start

Generate a hiring market report for London's data job family for December 2025.

Frequently Asked Questions about data-analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze hiring market data to identify job trends across different cities?▼

You can analyze hiring market data by running detailed queries against datasets to compare cities, roles, and companies, identifying emerging patterns and generating structured reports for programmatic use.

Can I generate custom recruitment analytics reports comparing roles and seniority levels?▼

Yes, you can generate custom recruitment analytics reports by querying datasets to detail market segments, including industry distribution, seniority levels, and specific skills demand across selected locations.

What is the best way to compare hiring trends for data analysts in different locations?▼

The best way to compare hiring trends is by executing codified SQL queries against the dataset, which highlights key differences in required skills and compensation across target cities like London and San Francisco.

Do I need SQL knowledge to extract marketplace insights and answer recruitment questions?▼

No explicit SQL knowledge is needed to extract marketplace insights because the system utilizes codified SQL queries internally to ensure consistent report generation and provide structured outputs automatically.

What limitations exist when querying job posting data for quarterly market trend analysis?▼

Limitations depend on the underlying dataset coverage, meaning analysis accuracy for quarterly market trends is constrained by the availability and granularity of job posting records for the requested time periods and locations.

Does this data analysis tool support structured output for programmatic integration?▼

Yes, this data analysis tool supports structured output specifically designed for programmatic use, allowing you to seamlessly integrate generated hiring market reports and trend data into downstream applications.

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