Engineering & Manufacturing Employers
Best Engineering & Manufacturing employers in the UK — according to AI
From aerospace to automotive to renewable energy, UK engineering employers compete for skilled talent in an increasingly tight market. Engineers researching employers through AI need specific information — tech stacks, project types, progression paths. This index shows which engineering employers publish the facts AI needs, and which are invisible.
Building the Engineering & Manufacturing index
We're collecting audit data for UK engineering & manufacturing employers. Run a free audit on a engineering & manufacturing company to add it to the rankings.
Audit a engineering & manufacturing employerWhat we measure for engineering & manufacturing employers
Every company is scored across 8 themes that candidates actually ask AI about. For engineering & manufacturing, the most impactful themes tend to be salary accuracy, culture specificity, and career growth pathways.
Salary Accuracy
Does AI know what you actually pay?
Benefits Completeness
Can AI list your specific benefits?
Remote & Hybrid Policy
Does AI know your working model?
Interview Process
Can candidates prep using AI?
Career Growth
Does AI describe your progression paths?
Tech Stack & Tools
Can AI describe your environment?
Culture Specificity
Specific details, not vague generics?
DEI & Inclusion
Are your commitments visible to AI?
All industries
Is your company visible to AI?
Run a free audit to see what ChatGPT, Claude, Perplexity and Gemini say about you — and where the information gaps are.
Free AI employer audit