Benchmarks/Engineering - Non-Software

LinkedIn Benchmark for Engineering - Non-Software Professionals

Directional

See how Engineering - Non-Software professionals compare across LinkedIn visibility, career strength, and AI resilience.

Updated October 5, 2026

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Free · Uses your LinkedIn export · No scraping

Built from patterns across 2.65 million+ LinkedIn connections analysed on RankedIn.

LinkedIn Score
46
AI Resilience
65

What stands out

75
Early signal: Career
18
Content trails
65
AI Resilience
↓ 6
Outreach moved
Network
61
Engagement
49
Credibility
56
Outreach
37
Content
18
Career
75
Learning
70
Influence
37
How RankedIn scores these dimensions →

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Built from your actual LinkedIn data — not a questionnaire. Processed privately and never shared.

How does the comparison work? →
  1. Request your LinkedIn data export (LinkedIn → Settings → Data Privacy → Get a copy of your data)
  2. Upload the relevant files to RankedIn
  3. RankedIn analyzes the data
  4. See your personalized comparison and recommendations
About this benchmark(sample size, methodology)

A useful early benchmark signal — the sample is still building depth. Benchmarks publish only after meeting minimum data-quality and privacy thresholds — small or unverified samples are never shown as if they were reliable.

  • Based on 16 benchmark-eligible Engineering - Non-Software professionals
  • Benchmark values use the median score across eligible profiles
  • Typical benchmark range: 38–56
  • Population: Working professionals
  • Maturity: Directional
  • Last updated October 5, 2026 · refreshed weekly
  • Methodology version v2
  • Sample size increased from 15 to 16.
View full methodology →

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