How can we explain the 15% decline in job placement rates for graduates of General Assembly's Software Engineering Bootcamp compared to last year?

Introduction

The 15% decline in job placement rates for General Assembly's Software Engineering Bootcamp graduates is a critical issue that demands immediate attention. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the decline and improve future outcomes.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this decline been consistent across all cohorts throughout the year, or is it more pronounced in certain months?

Why it matters: Seasonal variations could indicate external market factors rather than internal program issues. Expected answer: The decline is relatively consistent across cohorts. Impact on approach: If seasonal, we'd focus on market-specific strategies; if consistent, we'd look more closely at internal factors.

• Considering the job market, I'm wondering about the overall tech employment landscape. Have there been any significant changes in the demand for entry-level software engineers in the past year?

Why it matters: External market conditions could be a major factor in placement rates. Expected answer: There has been a slight downturn in entry-level tech hiring. Impact on approach: A market downturn would shift focus to enhancing graduate competitiveness and exploring new placement strategies.

• Thinking about the curriculum, I'm curious if there have been any major changes to the bootcamp program in the last year that might affect graduate preparedness?

Why it matters: Internal changes could directly impact graduate skills and employability. Expected answer: Minor curriculum updates were implemented, but no major overhauls. Impact on approach: Significant changes would prompt a review of curriculum effectiveness; minor changes suggest looking at other factors.

• Considering measurement accuracy, I'm wondering if there have been any changes in how job placement rates are tracked or calculated compared to last year?

Why it matters: Ensures we're comparing apples to apples and not facing a data anomaly. Expected answer: No changes in tracking or calculation methods. Impact on approach: If changes occurred, we'd need to reassess the data before drawing conclusions.