What skills are needed for a platform engineer?
Asked "What skills are needed for a platform engineer?", Gemini, Perplexity, Copilot, ChatGPT and Google AI Mode named 27 distinct tools across 5 answers on September 7, 2026, and 20 of them in two or more answers.
Measured acrossGeminiPerplexityCopilotChatGPTGoogle AI Mode
20 of 27 names confirmed · named in 2 or more of 5 answers · asked September 7, 2026 · 5 engines
A platform engineer needs strong technical skills in areas such as cloud infrastructure, containerization, infrastructure as code, CI/CD pipelines, and observability, as well as soft skills like empathy, collaboration, and problem-solving to design and maintain internal developer platforms that improve developer experience and productivity.
- 1AWSnamed in 5 of 5 answers
- 2Azurenamed in 5 of 5 answers
- 3Dockernamed in 5 of 5 answers
- 4GCPnamed in 5 of 5 answers
- 5Terraformnamed in 5 of 5 answers
- 6Kubernetesnamed in 5 of 5 answers
- 7GitHub Actionsnamed in 5 of 5 answers
- 8GitLab CInamed in 5 of 5 answers
- 9Puluminamed in 4 of 5 answers
- 10ArgoCDnamed in 4 of 5 answers
- 11Gonamed in 4 of 5 answers
- 12Pythonnamed in 4 of 5 answers
- 13Bashnamed in 4 of 5 answers
- 14Prometheusnamed in 4 of 5 answers
- 15Grafananamed in 4 of 5 answers
- 16OpenTofunamed in 3 of 5 answers
- 17CloudFormationnamed in 3 of 5 answers
- 18OpenTelemetrynamed in 3 of 5 answers
- 19Jenkinsnamed in 2 of 5 answers
- 20ELKnamed in 2 of 5 answers
- 21Helmnamed in 1 of 5 answersone answer
- 22Tektonnamed in 1 of 5 answersone answer
- 23Fluxnamed in 1 of 5 answersone answer
- 24Datadognamed in 1 of 5 answersone answer
- 25EFKnamed in 1 of 5 answersone answer
LOCKED
The full measurement
- The position each of the 5 engines gave all 27 names.
- How many of the 5 answers named each of them.
- 88 sampled observations behind this ranking, and where the engines disagree.
- Fan-out — the query each engine actually searched.
- Every citation, and the sources nobody cited.