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Skill / Job Role
(Historical trends & contractor rates)
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6 Months to
10 May 2021
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Rank
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Year-on-Year
Median Daily Rate
6 Months to
10 May 2021
Median Rate
% Change
Year-on-Year
Historical
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Job
Vacancies
Azure4+3£525-4,229 (18.17%)1,173
AWS8+1£550-4.34%3,318 (14.26%)1,217
GCP40+14£588+2.17%1,264 (5.43%)394
Serverless54+52£525-4.54%1,068 (4.59%)264
 Microsoft 36561-9£413+17.85%912 (3.92%)242
Power Platform66+37£500+6.95%844 (3.63%)244
AWS Lambda91+75£525-4.54%642 (2.76%)136
PaaS120+39£550-499 (2.14%)174
GitHub127+11£513-3.30%478 (2.05%)154
SaaS131+9£525-4.54%469 (2.02%)322
Amazon S3139+57£525-4.54%451 (1.94%)91
IaaS158+49£513-6.81%391 (1.68%)130
Azure Active Directory194+67£475+5.55%312 (1.34%)85
Amazon SQS221+85£525-4.54%256 (1.10%)35
 Dynamics 365238-14£500-231 (0.99%)132
 AWS CloudFormation242-31£550-227 (0.98%)93
Azure Functions245+130£600+17.07%223 (0.96%)43
Azure Data Factory247+59£525+5.52%218 (0.94%)37
 Amazon EC2258-60£550-202 (0.87%)79
PowerApps260+130£511+7.63%200 (0.86%)43
Azure Cosmos DB268+106£500-192 (0.83%)26
Cloud Computing271+65£525-4.54%189 (0.81%)37
AWS Step Functions273+139£525-25.00%185 (0.79%)9
 OpenShift276-64£550-182 (0.78%)59
Azure Logic Apps281+112£548-0.45%177 (0.76%)35
Amazon EKS313+43£575-135 (0.58%)35
Azure Synapse Analytics316+118£525-7.69%132 (0.57%)22
Azure Service Bus316+78£525+5.00%132 (0.57%)23
 Amazon ECS329-54£575-3.36%119 (0.51%)48
Salesforce Service Cloud331+40£540+2.85%116 (0.50%)35
Power Automate343+62£510-0.24%104 (0.45%)38
Azure Storage345+76£600+26.31%102 (0.44%)20
Salesforce Sales Cloud355+34£533+6.50%92 (0.40%)17
npm357+15£550-90 (0.39%)45
Amazon CloudWatch361+24£550-6.38%86 (0.37%)42
 OneDrive373-44£443+4.11%74 (0.32%)28
 Google Analytics378-3£425-69 (0.30%)25
 Virtual Private Cloud381-10£500-16.66%66 (0.28%)27
 Apigee387-16£600+4.34%60 (0.26%)13
Heroku388+13£570+14.00%59 (0.25%)16
 SuccessFactors388-16£600-59 (0.25%)2
 Slack389-6£425-12.82%58 (0.25%)16
 Amazon Kinesis390-21£600-57 (0.24%)22
Amazon EMR392+5£575+4.54%55 (0.24%)15
Azure Key Vault394+22£600+20.00%53 (0.23%)19
CloudFront396+5£525-8.69%51 (0.22%)21
Adobe Analytics397+10£384-25.48%50 (0.21%)12
Azure Sentinel398+32£475-5.00%49 (0.21%)6
 Route 53400-4£545-9.16%47 (0.20%)16
Amazon ElastiCache402+32£575+9.52%45 (0.19%)6