Contract 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 30 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 104

Contract Job Market Index
Description	Rank 6 Months to 30 Oct 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Azure	12	Down 2 places-2	£500	-	281 11.90%	93
AWS	13	Down 6 places-6	£450	-10.00%	280 11.86%	62
GCP	32	Up 36 places+36	£450	-2.70%	136 5.76%	19
Power Platform	35	Up 25 places+25	£475	-5.00%	125 5.29%	26
Microsoft 365	48	Up 15 places+15	£320	-21.23%	105 4.45%	9
Entra ID	60	Up 40 places+40	£481	-8.38%	82 3.47%	2
GitHub	74	Down 20 places-20	£465	-11.42%	67 2.84%	15
Azure DevOps	88	Down 22 places-22	£465	-7.00%	52 2.20%	12
Serverless	89	Down 27 places-27	£425	-15.00%	51 2.16%	3
AWS Lambda	98	Down 22 places-22	£425	-16.66%	42 1.78%	3
Amazon S3	102	Down 30 places-30	£425	-15.00%	38 1.61%	5
SaaS	104	Down 6 places-6	£595	+19.00%	35 1.48%	11
Snowflake	105	Down 16 places-16	£400	-11.11%	34 1.44%	5
IaaS	109	Down 2 places-2	£540	+5.36%	30 1.27%	3
OpenShift	110	Down 12 places-12	£450	-14.28%	29 1.23%	6
Amazon EKS	111	Down 13 places-13	£400	-20.00%	28 1.19%	4
AWS CloudFormation	111	Down 28 places-28	£425	-12.82%	28 1.19%	7
Dynamics 365	111	Down 11 places-11	£525	+5.00%	28 1.19%	5
Amazon ECS	113	Down 4 places-4	£402	-19.60%	26 1.10%	6
PowerApps	115	Down 6 places-6	£475	+5.55%	24 1.02%	3
Power Automate	115	Down 9 places-9	£520	+15.55%	24 1.02%	4
Anthropic Claude	116	Up 4 places+4	£475	+58.33%	23 0.97%	5
GitHub Actions	119	Down 39 places-39	£358	-29.28%	20 0.85%	3
GitHub Copilot	119	New entry-	£475	-	20 0.85%	7
PaaS	120	Down 9 places-9	£595	+16.09%	19 0.80%	3
Apigee	121	Down 6 places-6	£375	-28.57%	18 0.76%	2
Kong	122	New entry-	£425	-	17 0.72%
ChatGPT	122	New entry-	£484	-	17 0.72%	2
OCI	122	Down 15 places-15	£488	-2.50%	17 0.72%	2
Microsoft Copilot	122	Down 3 places-3	£450	-1.36%	17 0.72%	4
Amazon CloudWatch	124	Down 21 places-21	£438	-16.66%	15 0.64%	2
OneDrive	124	Down 7 places-7	£453	+0.55%	15 0.64%	1
Amazon MSK	126	Down 8 places-8	£375	+4.74%	13 0.55%	2
Cloud Computing	127	Down 16 places-16	£413	-21.42%	12 0.51%	4
Virtual Private Cloud	127	Down 20 places-20	£402	-19.60%	12 0.51%	2
Vertex AI	127	New entry-	£575	-	12 0.51%
Azure Data Factory	127	Down 14 places-14	£600	+9.09%	12 0.51%	2
Collibra	128	Down 14 places-14	£484	-19.33%	11 0.47%
Azure AKS	128	New entry-	£463	-	11 0.47%
Amazon SageMaker	129	Down 13 places-13	£402	-0.12%	10 0.42%	1
Nutanix	129	New entry-	£425	-	10 0.42%
Google Analytics	129	New entry-	£202	-	10 0.42%	1
Figma	130	Down 18 places-18	£600	+33.33%	9 0.38%
dbt	130	Down 12 places-12	£563	+13.63%	9 0.38%	2
Boomi	130	Down 11 places-11	£672	+34.40%	9 0.38%	3
Akamai	130	Down 11 places-11	£425	-28.57%	9 0.38%
Amazon SQS	130	Down 22 places-22	£496	-5.61%	9 0.38%	1
Microsoft Purview	130	Down 19 places-19	£530	-24.28%	9 0.38%
Amazon EC2	131	Down 28 places-28	£400	-0.49%	8 0.34%	2
AWS Step Functions	131	New entry-	£414	-	8 0.34%	1