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 25 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 25 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	-	283 11.86%	334
AWS	13	Down 6 places-6	£450	-10.00%	280 11.74%	336
GCP	31	Up 35 places+35	£450	-2.70%	139 5.83%	115
Power Platform	36	Up 22 places+22	£475	-5.00%	128 5.36%	107
Microsoft 365	49	Up 12 places+12	£335	-20.00%	106 4.44%	89
Entra ID	59	Up 39 places+39	£478	-11.06%	88 3.69%	50
GitHub	79	Down 27 places-27	£467	-11.04%	66 2.77%	71
Azure DevOps	92	Down 27 places-27	£475	-5.00%	51 2.14%	43
Serverless	93	Down 33 places-33	£426	-14.75%	50 2.10%	36
AWS Lambda	102	Down 28 places-28	£425	-16.66%	41 1.72%	20
Snowflake	103	Down 16 places-16	£400	-11.11%	40 1.68%	37
Amazon S3	106	Down 36 places-36	£425	-15.00%	37 1.55%	16
SaaS	108	Down 12 places-12	£595	+19.00%	35 1.47%	94
IaaS	113	Down 8 places-8	£540	+5.36%	30 1.26%	11
OpenShift	114	Down 18 places-18	£463	-11.90%	29 1.22%	12
Dynamics 365	115	Down 17 places-17	£525	+5.00%	28 1.17%	27
AWS CloudFormation	116	Down 35 places-35	£424	-13.02%	27 1.13%	19
Amazon EKS	118	Down 22 places-22	£400	-20.00%	25 1.05%	24
PowerApps	119	Down 12 places-12	£475	+5.55%	24 1.01%	18
Power Automate	119	Down 15 places-15	£520	+15.55%	24 1.01%	21
Amazon ECS	120	Down 13 places-13	£401	-19.80%	23 0.96%	20
Anthropic Claude	120	Down 2 places-2	£475	+58.33%	23 0.96%	27
GitHub Copilot	123	New entry-	£475	-	20 0.84%	17
PaaS	124	Down 15 places-15	£595	+16.09%	19 0.80%	10
GitHub Actions	124	Down 46 places-46	£400	-20.98%	19 0.80%	17
Apigee	125	Down 12 places-12	£375	-28.57%	18 0.75%	3
Kong	126	New entry-	£425	-	17 0.71%	1
ChatGPT	126	New entry-	£484	-	17 0.71%	6
Microsoft Copilot	126	Down 9 places-9	£450	-1.36%	17 0.71%	24
OneDrive	128	Down 13 places-13	£453	+0.55%	15 0.63%	8
OCI	128	Down 25 places-25	£488	-2.50%	15 0.63%	20
Amazon CloudWatch	129	Down 28 places-28	£450	-14.28%	14 0.59%	8
Vertex AI	130	New entry-	£535	-	13 0.54%	6
Amazon MSK	130	Down 14 places-14	£375	+4.74%	13 0.54%	4
Cloud Computing	130	Down 21 places-21	£400	-23.80%	13 0.54%	12
Azure AKS	131	New entry-	£506	-	12 0.50%	5
Azure Data Factory	131	Down 20 places-20	£600	+9.09%	12 0.50%	7
Collibra	132	Down 20 places-20	£484	-19.33%	11 0.46%	3
dbt	133	Down 17 places-17	£525	+6.06%	10 0.42%	8
Nutanix	133	New entry-	£425	-	10 0.42%	6
Virtual Private Cloud	133	Down 29 places-29	£402	-19.60%	10 0.42%	6
Google Analytics	133	New entry-	£202	-	10 0.42%	3
Amazon SageMaker	133	Down 19 places-19	£402	-0.12%	10 0.42%	13
Figma	134	Down 24 places-24	£600	+33.33%	9 0.38%	13
Akamai	134	Down 17 places-17	£425	-28.57%	9 0.38%
Microsoft Purview	134	Down 25 places-25	£530	-24.28%	9 0.38%	13
Boomi	135	Down 18 places-18	£669	+33.80%	8 0.34%	9
Amazon SQS	135	Down 29 places-29	£550	+4.76%	8 0.34%	6
Amazon EC2	136	Down 35 places-35	£442	+9.82%	7 0.29%	7
Cloud Run	136	New entry-	£436	-	7 0.29%	2