Cloud Computing Statistics in Scotland

Use this option to select the period over which the statistics are calculated.

There is a choice between 3 and 6 months to 31 October 2026 with year-over-year comparisons.

Exclude

Use this option to exclude results with historical job ad aggregates falling below the selected threshold during the period.

When used in combination with column sorting, this option can be used to display results of greater statistical significance.

Results 1 - 50 of 81

Permanent Job Market Index
Description	Rank 6 Months to 31 Oct 2026	Rank YoY Change	Median Salary	Median Salary YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Azure	18	Down 8 places-8	£62,500	+25.62%	252 5.67%	75
Microsoft 365	24	Up 24 places+24	£33,500	-4.28%	199 4.48%	11
AWS	33	Down 8 places-8	£82,500	+37.50%	159 3.58%	53
SaaS	46	Up 52 places+52	£60,000	+7.14%	132 2.97%	11
Entra ID	73	Down 1 place-1	£33,000	+6.45%	82 1.85%	1
Power Platform	83	Down 3 places-3	£67,500	+42.10%	72 1.62%	25
GCP	110	Down 36 places-36	£71,991	+10.75%	44 0.99%	17
Dynamics 365	128	Up 15 places+15	£67,500	+5.88%	26 0.59%	3
Azure DevOps	131	Down 66 places-66	£55,000	-15.38%	23 0.52%	12
GitHub	134	Down 66 places-66	£65,000	+52.04%	20 0.45%	16
OneDrive	135	Up 14 places+14	£28,500	+14.00%	19 0.43%	1
PaaS	138	Up 9 places+9	£77,500	+5.01%	16 0.36%	3
Microsoft Purview	138	Up 1 place+1	£60,000	+4.34%	16 0.36%
Snowflake	139	Down 33 places-33	£88,500	+47.50%	15 0.34%	4
Power Automate	140	Up 2 places+2	£56,413	+2.56%	14 0.32%	5
dbt	140	Down 5 places-5	£74,830	+1.39%	14 0.32%	1
Microsoft Copilot	140	Up 5 places+5	£54,388	-32.01%	14 0.32%	5
IaaS	141	Up 13 places+13	£77,500	+26.53%	13 0.29%	3
Azure AI	142	Up 13 places+13	£55,000	-31.25%	12 0.27%	2
Serverless	143	Down 4 places-4	£67,500	-6.89%	11 0.25%	2
Azure Functions	144	Up 14 places+14	£70,000	+41.41%	10 0.23%
Azure Logic Apps	144	Down 2 places-2	£70,000	+41.41%	10 0.23%
Amazon Bedrock	146	Up 12 places+12	£110,000	-	8 0.18%	3
Azure Data Factory	147	Down 15 places-15	£55,000	+10.55%	7 0.16%	1
GitHub Copilot	147	Down 23 places-23	-	-	7 0.16%	7
Amazon SageMaker	148	Up 5 places+5	£110,000	+41.93%	6 0.14%	1
PowerApps	148	Down 12 places-12	£45,663	-3.86%	6 0.14%	5
Datadog	148	Up 2 places+2	£72,500	+34.78%	6 0.14%	2
Cloud Computing	149	Up 4 places+4	-	-	5 0.11%	3
Azure Synapse Analytics	149	Up 4 places+4	£55,000	-	5 0.11%	1
Azure Cosmos DB	149	Up 9 places+9	£47,500	-44.11%	5 0.11%	1
Collibra	149	Up 8 places+8	£110,000	+102.05%	5 0.11%
OCI	149	Down 15 places-15	£62,500	-	5 0.11%	1
Anthropic Claude	149	New entry-	£105,000	-	5 0.11%	5
Google Analytics	150	New entry-	£44,000	-	4 0.090%	1
AWS Lambda	150	Down 6 places-6	-	-	4 0.090%	2
Amazon ECS	150	Down 3 places-3	-	-	4 0.090%	6
Amazon S3	150	Down 10 places-10	-	-	4 0.090%	4
AWS Step Functions	150	Up 7 places+7	-	-	4 0.090%	1
Azure Sentinel	150	Up 5 places+5	£50,000	-12.28%	4 0.090%	3
GitHub Actions	150	Down 14 places-14	£65,000	-18.75%	4 0.090%	4
Copilot Studio	150	Down 2 places-2	£75,000	+31.57%	4 0.090%
Figma	151	Up 5 places+5	£60,000	-	3 0.068%
Amazon EKS	151	Up 2 places+2	-	-	3 0.068%	4
Azure Service Bus	151	No change0	£70,000	+22.27%	3 0.068%	3
Alation	151	New entry-	£110,000	-	3 0.068%
AWS CloudFormation	151	Up 2 places+2	£71,991	-2.45%	3 0.068%	7
Azure Machine Learning	151	New entry-	£110,000	-	3 0.068%
Zapier	151	New entry-	£105,000	-	3 0.068%
SuccessFactors	152	Down 3 places-3	£72,250	-	2 0.045%	3