📊 LinkedIn Job Posting Engagement Dashboard

Which posting characteristics predict candidate engagement? Assignment 2 — Regression, Classification & Clustering · LinkedIn Job Postings

Predict engagement for a new job posting

Fill in the posting details — the model will estimate views and classify whether it is likely to reach high engagement (top 25%).

📝 Content

1 20
10 1200
0 300000

🏷️ Role Type

📅 Timing, Location & Cluster

0 6

Cluster — pick the segment that best describes this posting. If unsure, use Cluster 0.

Posting cluster (KMeans k=6)

Note: Predictions use posting-level features only. Platform factors (LinkedIn algorithm, sponsored status, company followers) are unobservable and account for most real-world variance.