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 6 November 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 6 Nov 2026	Rank YoY Change	Median Daily Rate	Median Daily Rate YoY Change	Historical Absolute & Relative Jobs Vacancies	Live Jobs
Azure	10	Down 2 places-2	£500	-	287 12.07%	142
AWS	10	Down 3 places-3	£450	-10.00%	287 12.07%	70
GCP	31	Up 27 places+27	£450	-5.26%	138 5.80%	19
Power Platform	33	Up 21 places+21	£475	-5.00%	129 5.42%	45
Microsoft 365	49	Up 8 places+8	£320	-22.42%	106 4.46%	31
Entra ID	63	Up 30 places+30	£481	-8.38%	80 3.36%	4
GitHub	74	Down 19 places-19	£467	-11.04%	69 2.90%	33
Azure DevOps	89	Down 31 places-31	£470	-6.00%	52 2.19%	20
Serverless	91	Down 28 places-28	£425	-15.00%	50 2.10%	2
AWS Lambda	100	Down 24 places-24	£425	-16.66%	41 1.72%	2
Amazon S3	104	Down 35 places-35	£425	-16.66%	37 1.56%	3
SaaS	106	Down 15 places-15	£595	+19.00%	35 1.47%	61
Amazon EKS	109	Down 19 places-19	£400	-20.00%	32 1.35%	3
OpenShift	110	Down 19 places-19	£450	-14.28%	31 1.30%	8
Snowflake	110	Down 29 places-29	£400	-11.11%	31 1.30%	10
IaaS	111	Down 11 places-11	£540	+5.36%	30 1.26%	3
AWS CloudFormation	113	Down 35 places-35	£425	-15.00%	28 1.18%	6
Dynamics 365	113	Down 20 places-20	£525	-	28 1.18%	7
Amazon ECS	115	Down 14 places-14	£402	-19.60%	26 1.09%	4
PowerApps	117	Down 16 places-16	£481	+6.94%	24 1.01%	7
Power Automate	117	Down 19 places-19	£523	+16.11%	24 1.01%	7
Anthropic Claude	119	Down 7 places-7	£475	+58.33%	22 0.93%	6
Apigee	120	Down 13 places-13	£400	-23.80%	21 0.88%
GitHub Actions	121	Down 41 places-41	£358	-28.40%	20 0.84%	13
PaaS	122	Down 18 places-18	£595	+13.33%	19 0.80%	3
GitHub Copilot	122	New entry-	£475	-	19 0.80%	7
OCI	123	Down 23 places-23	£488	-2.50%	18 0.76%	5
Kong	124	New entry-	£425	-	17 0.71%
OneDrive	125	Down 16 places-16	£400	-11.11%	16 0.67%	2
ChatGPT	125	New entry-	£484	-	16 0.67%	3
Microsoft Copilot	125	Down 14 places-14	£450	-1.36%	16 0.67%	8
Amazon CloudWatch	126	Down 31 places-31	£438	-16.66%	15 0.63%	3
Azure AKS	127	New entry-	£450	-	14 0.59%	1
Vertex AI	128	New entry-	£519	-	13 0.55%
Amazon MSK	128	Down 18 places-18	£375	+4.74%	13 0.55%	1
Azure Data Factory	129	Down 24 places-24	£600	+9.09%	12 0.50%	1
Cloud Computing	129	Down 24 places-24	£413	-23.25%	12 0.50%	4
Virtual Private Cloud	129	Down 31 places-31	£402	-19.60%	12 0.50%	1
Collibra	130	Down 24 places-24	£484	-19.33%	11 0.46%
Google Analytics	131	New entry-	£194	-	10 0.42%	4
Amazon SageMaker	132	Down 24 places-24	£402	-0.12%	9 0.38%
Figma	132	Down 28 places-28	£600	+33.33%	9 0.38%	2
dbt	132	Down 22 places-22	£563	+13.63%	9 0.38%	2
Nutanix	132	New entry-	£425	-	9 0.38%
Boomi	132	Down 21 places-21	£672	+34.40%	9 0.38%
Akamai	132	Down 21 places-21	£425	-28.57%	9 0.38%
Google Kubernetes Engine	132	Down 25 places-25	£463	+0.54%	9 0.38%
Amazon SQS	132	Down 32 places-32	£496	-5.61%	9 0.38%	1
Microsoft Purview	132	Down 29 places-29	£530	-24.28%	9 0.38%	2
Amazon EC2	133	Down 38 places-38	£400	-0.49%	8 0.34%	1