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 26 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 26 Oct 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Azure	11	Down 1 place-1	£500	-	283 11.86%	334
AWS	12	Down 5 places-5	£450	-10.00%	280 11.74%	328
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%	104
Microsoft 365	49	Up 12 places+12	£335	-20.00%	106 4.44%	86
Entra ID	59	Up 39 places+39	£478	-11.06%	88 3.69%	48
GitHub	80	Down 28 places-28	£467	-11.04%	66 2.77%	69
Azure DevOps	93	Down 28 places-28	£475	-5.00%	51 2.14%	43
Serverless	94	Down 34 places-34	£426	-14.75%	50 2.10%	36
AWS Lambda	103	Down 29 places-29	£425	-16.66%	41 1.72%	20
Snowflake	104	Down 17 places-17	£400	-11.11%	40 1.68%	35
Amazon S3	107	Down 37 places-37	£425	-15.00%	37 1.55%	16
SaaS	109	Down 13 places-13	£595	+19.00%	35 1.47%	95
IaaS	114	Down 9 places-9	£540	+5.36%	30 1.26%	11
OpenShift	115	Down 19 places-19	£463	-11.90%	29 1.22%	11
Dynamics 365	116	Down 18 places-18	£525	+5.00%	28 1.17%	26
AWS CloudFormation	117	Down 36 places-36	£424	-13.02%	27 1.13%	18
Amazon EKS	119	Down 23 places-23	£400	-20.00%	25 1.05%	23
PowerApps	120	Down 13 places-13	£475	+5.55%	24 1.01%	18
Power Automate	120	Down 16 places-16	£520	+15.55%	24 1.01%	21
Amazon ECS	121	Down 14 places-14	£401	-19.80%	23 0.96%	19
Anthropic Claude	121	Down 3 places-3	£475	+58.33%	23 0.96%	27
GitHub Copilot	124	New entry-	£475	-	20 0.84%	17
PaaS	125	Down 16 places-16	£595	+16.09%	19 0.80%	10
GitHub Actions	125	Down 47 places-47	£400	-20.98%	19 0.80%	18
Apigee	126	Down 13 places-13	£375	-28.57%	18 0.75%	3
Kong	127	New entry-	£425	-	17 0.71%	1
ChatGPT	127	New entry-	£484	-	17 0.71%	6
Microsoft Copilot	127	Down 10 places-10	£450	-1.36%	17 0.71%	24
OneDrive	129	Down 14 places-14	£453	+0.55%	15 0.63%	8
OCI	129	Down 26 places-26	£488	-2.50%	15 0.63%	20
Amazon CloudWatch	130	Down 29 places-29	£450	-14.28%	14 0.59%	8
Cloud Computing	131	Down 22 places-22	£400	-23.80%	13 0.54%	12
Vertex AI	131	New entry-	£535	-	13 0.54%	6
Amazon MSK	131	Down 15 places-15	£375	+4.74%	13 0.54%	4
Azure Data Factory	132	Down 21 places-21	£600	+9.09%	12 0.50%	7
Azure AKS	132	New entry-	£506	-	12 0.50%	5
Collibra	133	Down 21 places-21	£484	-19.33%	11 0.46%	3
Amazon SageMaker	134	Down 20 places-20	£402	-0.12%	10 0.42%	12
dbt	134	Down 18 places-18	£525	+6.06%	10 0.42%	8
Virtual Private Cloud	134	Down 30 places-30	£402	-19.60%	10 0.42%	6
Nutanix	134	New entry-	£425	-	10 0.42%	6
Google Analytics	134	New entry-	£202	-	10 0.42%	3
Figma	135	Down 25 places-25	£600	+33.33%	9 0.38%	13
Akamai	135	Down 18 places-18	£425	-28.57%	9 0.38%
Microsoft Purview	135	Down 26 places-26	£530	-24.28%	9 0.38%	13
Boomi	136	Down 19 places-19	£669	+33.80%	8 0.34%	9
Amazon SQS	136	Down 30 places-30	£550	+4.76%	8 0.34%	6
Salesforce Service Cloud	137	Down 22 places-22	£608	+21.60%	7 0.29%	7
Amazon EC2	137	Down 36 places-36	£442	+9.82%	7 0.29%	7