Period
to 22 January 2019

The following table provides summary statistics for contract job vacancies advertised in Liverpool with a requirement for Amazon AWS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon AWS over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Web Services (AWS)
Merseyside > Liverpool
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 34 14 37
Rank change year-on-year -20 +23 +11
Contract jobs citing Amazon AWS 12 30 12
As % of all contract IT jobs advertised in Liverpool 3.01% 8.17% 2.84%
As % of the Cloud Services category 12.90% 47.62% 29.27%
Number of daily rates quoted 9 22 8
Liverpool median daily rate £550 £420 £500
Median daily rate % change year-on-year +30.95% -16.00% +14.29%
10th Percentile £435 £343 £443
90th Percentile £618 £580 £526
Merseyside median daily rate £510 £425 £500
% change year-on-year +20.00% -15.00% +17.65%
Number of hourly rates quoted 0 0 0
Liverpool median hourly rate - - -
Merseyside median hourly rate - - -

Amazon AWS is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Liverpool with a requirement for cloud computing skills.

All Cloud Skills
Liverpool
Contract vacancies with a requirement for cloud computing skills 93 63 41
As % of all contract IT jobs advertised in Liverpool 23.31% 17.17% 9.72%
Number of daily rates quoted 65 44 32
Liverpool median daily rate £438 £393 £406
Median daily rate % change year-on-year +11.46% -3.38% +116.67%
10th Percentile £150 £159 £217
90th Percentile £576 £594 £593
Merseyside median daily rate £428 £410 £400
% change year-on-year +4.27% +2.50% +33.33%
Number of hourly rates quoted 0 2 0
Liverpool median hourly rate - £13.13 -
Merseyside median hourly rate - £13.13 -

Amazon AWS
Job Vacancy Trend in Liverpool

Job postings citing Amazon AWS as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Amazon AWS in Liverpool

Amazon AWS
Contractor Daily Rate Trend in Liverpool

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon AWS in Liverpool.

Contractor daily rate trend for Amazon AWS in Liverpool

Amazon AWS
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Amazon AWS in Liverpool over the 6 months to 22 January 2019.

Contractor daily rate histogram for Amazon AWS in Liverpool

For the 6 months to 22 January 2019, IT contractor jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Liverpool region with a requirement for Amazon AWS.

1 10 (83.33%) Microsoft Azure
2 8 (66.67%) Microsoft
3 7 (58.33%) SharePoint
4 6 (50.00%) SQL
4 6 (50.00%) C#
4 6 (50.00%) Agile Software Development
4 6 (50.00%) Office 365
5 5 (41.67%) API Development
5 5 (41.67%) Case Management
5 5 (41.67%) Continuous Deployment
5 5 (41.67%) Dynamics 365
5 5 (41.67%) Workflow
5 5 (41.67%) Dynamics CRM
5 5 (41.67%) Continuous Integration
5 5 (41.67%) CRM
5 5 (41.67%) Service Management
5 5 (41.67%) .NET
5 5 (41.67%) ITIL
6 4 (33.33%) API Integration
7 3 (25.00%) User Experience
7 3 (25.00%) SQL Server
8 2 (16.67%) Data Warehouse
8 2 (16.67%) MS Exchange
8 2 (16.67%) DNS
8 2 (16.67%) Google
8 2 (16.67%) Retail
8 2 (16.67%) Big Data
8 2 (16.67%) Problem-Solving
8 2 (16.67%) Web Development
9 1 (8.33%) Microsoft Virtual Server

Amazon AWS
Co-occurring IT Skills in Liverpool by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (58.33%) SharePoint
2 2 (16.67%) MS Exchange
3 1 (8.33%) Apache Spark
3 1 (8.33%) Exchange Server 2010
3 1 (8.33%) SharePoint 2013
3 1 (8.33%) SharePoint Server
Business Applications
1 5 (41.67%) Dynamics CRM
Cloud Services
1 10 (83.33%) Microsoft Azure
2 6 (50.00%) Office 365
3 5 (41.67%) Dynamics 365
4 1 (8.33%) Amazon EC2
4 1 (8.33%) Amazon EMR
4 1 (8.33%) Amazon S3
4 1 (8.33%) Google Cloud Platform
Communications & Networking
1 2 (16.67%) DNS
2 1 (8.33%) DHCP
Database & Business Intelligence
1 3 (25.00%) SQL Server
2 2 (16.67%) Big Data
2 2 (16.67%) Data Warehouse
3 1 (8.33%) Apache Hive
3 1 (8.33%) Azure SQL Data Warehouse
3 1 (8.33%) Hadoop
3 1 (8.33%) Impala
3 1 (8.33%) MySQL
3 1 (8.33%) NoSQL
3 1 (8.33%) SQL Server 2008
3 1 (8.33%) SQL Server 2016
3 1 (8.33%) SQL Server Analysis Services
3 1 (8.33%) SQL Server Integration Services
3 1 (8.33%) SQL Server Reporting Services
General
1 2 (16.67%) Retail
2 1 (8.33%) Banking
2 1 (8.33%) Manufacturing
2 1 (8.33%) Telecoms
Job Titles
1 6 (50.00%) Developer
2 5 (41.67%) Microsoft Developer
3 2 (16.67%) Administrator
3 2 (16.67%) Architect
4 1 (8.33%) Analyst
4 1 (8.33%) AWS Architect
4 1 (8.33%) Data Engineer
4 1 (8.33%) DBA
4 1 (8.33%) ETL Developer
4 1 (8.33%) Infrastructure Analyst
4 1 (8.33%) Network Analyst
4 1 (8.33%) Network Infrastructure Analyst
4 1 (8.33%) Senior Architect
4 1 (8.33%) Senior Solutions Architect
4 1 (8.33%) SharePoint Administrator
4 1 (8.33%) SharePoint Systems Administrator
4 1 (8.33%) Solutions Architect
4 1 (8.33%) SQL DBA
4 1 (8.33%) Systems Administrator
4 1 (8.33%) Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (41.67%) .NET
2 1 (8.33%) Web Services
Miscellaneous
1 3 (25.00%) User Experience
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Data Centre
2 1 (8.33%) Public Cloud
Operating Systems
1 1 (8.33%) Linux
1 1 (8.33%) Windows
1 1 (8.33%) Windows Server
Processes & Methodologies
1 6 (50.00%) Agile Software Development
2 5 (41.67%) API Development
2 5 (41.67%) Case Management
2 5 (41.67%) Continuous Deployment
2 5 (41.67%) Continuous Integration
2 5 (41.67%) CRM
2 5 (41.67%) ITIL
2 5 (41.67%) Service Management
2 5 (41.67%) Workflow
3 4 (33.33%) API Integration
4 2 (16.67%) Problem-Solving
4 2 (16.67%) Web Development
5 1 (8.33%) Artificial Intelligence
5 1 (8.33%) B2C
5 1 (8.33%) Data Engineering
5 1 (8.33%) E-Commerce
5 1 (8.33%) ERP
5 1 (8.33%) ETL
5 1 (8.33%) Risk Analysis
5 1 (8.33%) Validation
Programming Languages
1 6 (50.00%) C#
1 6 (50.00%) SQL
2 1 (8.33%) Java
2 1 (8.33%) Python
2 1 (8.33%) Scala
System Software
1 1 (8.33%) Active Directory
1 1 (8.33%) Hyper-V
1 1 (8.33%) Microsoft Virtual Server
1 1 (8.33%) Virtual Servers
1 1 (8.33%) VMware ESXi
1 1 (8.33%) VMware Infrastructure
1 1 (8.33%) XenApp
1 1 (8.33%) XenDesktop
1 1 (8.33%) XenServer
Systems Management
1 1 (8.33%) SCCM
1 1 (8.33%) SCOM
Vendors
1 8 (66.67%) Microsoft
2 2 (16.67%) Google
3 1 (8.33%) ATG
3 1 (8.33%) Brocade
3 1 (8.33%) Cisco
3 1 (8.33%) Citrix
3 1 (8.33%) Cloudera
3 1 (8.33%) Hortonworks
3 1 (8.33%) NetApp
3 1 (8.33%) Oracle
3 1 (8.33%) VMware