Period
to 13 October 2019

The following table provides summary statistics for permanent job vacancies advertised in the North of England with a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 13 October 2019 with a comparison to the same period in the previous 2 years.

Cloud Computing
England > North of England
6 months to
13 Oct 2019
Same period 2018 Same period 2017
Rank 275 276 410
Rank change year-on-year +1 +134 -2
Permanent jobs citing Cloud Computing 182 210 83
As % of all permanent IT jobs advertised in the North of England 1.00% 0.99% 0.35%
As % of the Cloud Services category 3.54% 4.20% 2.07%
Number of salaries quoted 134 168 61
North of England median annual salary £55,000 £62,500 £42,500
Median salary % change year-on-year -12.00% +47.06% -19.05%
10th Percentile £30,000 £30,575 £23,500
90th Percentile £83,750 £90,375 £70,000
England median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +4.35%

Cloud Computing is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North of England with a requirement for cloud computing skills.

All Cloud Skills
North of England
Permanent vacancies with a requirement for cloud computing skills 5,134 5,004 4,002
As % of all permanent IT jobs advertised in the North of England 28.09% 23.47% 16.99%
Number of salaries quoted 4,113 4,154 3,391
North of England median annual salary £45,000 £45,000 £41,000
Median salary % change year-on-year - +9.76% +2.50%
10th Percentile £26,250 £26,250 £24,000
90th Percentile £68,750 £70,000 £65,000
England median annual salary £55,000 £55,000 £51,500
% change year-on-year - +6.80% +1.98%

Cloud Computing
Job Vacancy Trend in the North of England

Job postings citing Cloud Computing as a percentage of all IT jobs advertised in the North of England.

Job vacancy trend for Cloud Computing in the North of England

Cloud Computing
Salary Trend in the North of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cloud Computing in the North of England.

Salary trend for Cloud Computing in the North of England

Cloud Computing
Salary Histogram in the North of England

The salary distribution of IT jobs citing Cloud Computing in the North of England over the 6 months to 13 October 2019.

Salary histogram for Cloud Computing in the North of England

Cloud Computing
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloud Computing within the North of England region over the 6 months to 13 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North West +20 107 £58,750 -6.00% 20
Yorkshire -13 67 £45,000 -22.41% 8
North East +13 6 £40,000 -60.00% 9
Cloud Computing
England

For the 6 months to 13 October 2019, IT jobs citing Cloud Computing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North of England region with a requirement for Cloud Computing.

1 90 (49.45%) Azure
2 89 (48.90%) AWS
3 64 (35.16%) SQL
3 64 (35.16%) Microsoft
4 49 (26.92%) Linux
5 48 (26.37%) Agile Software Development
6 42 (23.08%) Windows
6 42 (23.08%) JavaScript
7 35 (19.23%) Presales
8 31 (17.03%) Docker
8 31 (17.03%) GCP
8 31 (17.03%) SDLC
8 31 (17.03%) Machine Learning
8 31 (17.03%) Python
9 29 (15.93%) Open Source
9 29 (15.93%) Problem-Solving
10 27 (14.84%) DevOps
11 25 (13.74%) Java
12 23 (12.64%) .NET
12 23 (12.64%) Active Directory
12 23 (12.64%) Microservices
12 23 (12.64%) Bash Shell
13 22 (12.09%) Kubernetes
13 22 (12.09%) Windows Server
14 21 (11.54%) Test Automation
14 21 (11.54%) HTML
14 21 (11.54%) VMware
14 21 (11.54%) Software Engineering
15 20 (10.99%) Artificial Intelligence
15 20 (10.99%) Git (software)

Cloud Computing
Co-occurring IT Skills in the North of England 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 (3.85%) Elasticsearch
2 6 (3.30%) SharePoint
3 5 (2.75%) Apache Spark
3 5 (2.75%) CMS
3 5 (2.75%) MS Exchange
4 4 (2.20%) Apache ServiceMix
4 4 (2.20%) Confluence
5 2 (1.10%) Apache
5 2 (1.10%) IIS
5 2 (1.10%) OpenStack
6 1 (0.55%) Tomcat
Applications
1 5 (2.75%) Microsoft Office
Business Applications
1 6 (3.30%) Dynamics CRM
2 1 (0.55%) Magento
2 1 (0.55%) NetSuite
2 1 (0.55%) SAP S/4HANA
Cloud Services
1 90 (49.45%) Azure
2 89 (48.90%) AWS
3 31 (17.03%) GCP
4 20 (10.99%) Office 365
5 12 (6.59%) SaaS
6 9 (4.95%) GitHub
6 9 (4.95%) Serverless
7 7 (3.85%) Dynamics 365
8 6 (3.30%) Sumo Logic
9 5 (2.75%) IaaS
9 5 (2.75%) Mimecast
9 5 (2.75%) PaaS
10 4 (2.20%) Amazon Kinesis
10 4 (2.20%) Power Platform
11 1 (0.55%) Azure Machine Learning
11 1 (0.55%) OneDrive
Communications & Networking
1 16 (8.79%) LAN
2 14 (7.69%) WAN
3 10 (5.49%) Firewall
4 9 (4.95%) VLAN
4 9 (4.95%) Wi-Fi
5 8 (4.40%) DHCP
5 8 (4.40%) DNS
6 7 (3.85%) BGP
6 7 (3.85%) Broadband
6 7 (3.85%) Cisco ASA
6 7 (3.85%) Cisco Firepower
6 7 (3.85%) HSRP
6 7 (3.85%) IPv6
6 7 (3.85%) MPLS
6 7 (3.85%) OSPF
6 7 (3.85%) TCP/IP
6 7 (3.85%) VPLS
6 7 (3.85%) VRRP
6 7 (3.85%) VXLAN
7 6 (3.30%) SAN
Database & Business Intelligence
1 18 (9.89%) Data Warehouse
2 16 (8.79%) Amazon Redshift
2 16 (8.79%) Azure SQL Data Warehouse
2 16 (8.79%) Azure SQL Database
2 16 (8.79%) Big Data
2 16 (8.79%) BigQuery
2 16 (8.79%) Snowflake Schema
3 15 (8.24%) NoSQL
4 9 (4.95%) SQL Server
5 6 (3.30%) SQL Server 2008
5 6 (3.30%) SQL Server 2012
5 6 (3.30%) SQL Server 2014
5 6 (3.30%) SQL Server 2016
6 4 (2.20%) Hadoop
6 4 (2.20%) MySQL
6 4 (2.20%) PostgreSQL
6 4 (2.20%) Power BI
7 2 (1.10%) RDBMS
7 2 (1.10%) Relational Database
8 1 (0.55%) SAP HANA
Development Applications
1 20 (10.99%) Git (software)
2 12 (6.59%) Jenkins
3 11 (6.04%) JIRA
4 5 (2.75%) Visual Studio Team System
5 4 (2.20%) Cucumber
5 4 (2.20%) Maven
5 4 (2.20%) Mockito
6 3 (1.65%) GitLab
6 3 (1.65%) Subversion
7 2 (1.10%) Atlassian Bamboo
7 2 (1.10%) Bitbucket
7 2 (1.10%) PHPUnit
7 2 (1.10%) VSS/SourceSafe
8 1 (0.55%) IntelliJ
General
1 18 (9.89%) Public Sector
2 17 (9.34%) Marketing
3 13 (7.14%) Finance
4 1 (0.55%) Advertising
4 1 (0.55%) German Language
4 1 (0.55%) Retail
4 1 (0.55%) Telecoms
Job Titles
1 38 (20.88%) Architect
2 21 (11.54%) Developer
3 20 (10.99%) Cloud Engineer
4 16 (8.79%) Software Engineer
5 15 (8.24%) Analyst
5 15 (8.24%) Technical Architect
6 13 (7.14%) IT Support
7 12 (6.59%) Solutions Architect
8 11 (6.04%) DevOps Engineer
9 10 (5.49%) Java Architect
10 9 (4.95%) Azure Architect
11 8 (4.40%) Consultant
11 8 (4.40%) Python Engineer
11 8 (4.40%) Service Analyst
11 8 (4.40%) Service Desk Analyst
11 8 (4.40%) Technical Consultant
12 7 (3.85%) Infrastructure Engineer
12 7 (3.85%) Network Engineer
12 7 (3.85%) Support Engineer
12 7 (3.85%) Support Technician
Libraries, Frameworks & Software Standards
1 23 (12.64%) .NET
2 21 (11.54%) HTML
3 16 (8.79%) AngularJS
4 15 (8.24%) CSS
4 15 (8.24%) Web Services
5 13 (7.14%) React
6 12 (6.59%) Node.js
7 10 (5.49%) RESTful
8 9 (4.95%) .NET Core
8 9 (4.95%) .NET Framework
9 7 (3.85%) ASP.NET
9 7 (3.85%) HTML5
9 7 (3.85%) REST
10 6 (3.30%) GraphQL
10 6 (3.30%) SOAP
11 5 (2.75%) ASP.NET Web API
11 5 (2.75%) Entity Framework
11 5 (2.75%) Twitter Bootstrap
12 4 (2.20%) Drools
12 4 (2.20%) Kafka
Miscellaneous
1 13 (7.14%) Management Information System
2 12 (6.59%) Analytical Skills
2 12 (6.59%) Data Centre
2 12 (6.59%) Public Cloud
2 12 (6.59%) User Experience
3 11 (6.04%) Enterprise Software
4 10 (5.49%) Hybrid Cloud
5 9 (4.95%) Self-Motivation
6 8 (4.40%) Data Structures
6 8 (4.40%) Linux Command Line
7 7 (3.85%) Augmented Reality
8 6 (3.30%) New Media
8 6 (3.30%) Video on Demand
8 6 (3.30%) Video\Live Streaming
9 5 (2.75%) Learning Management System
9 5 (2.75%) Mobile Computing
9 5 (2.75%) Virtual Team
9 5 (2.75%) Xbox
10 4 (2.20%) Replication
11 3 (1.65%) Algorithms
Operating Systems
1 49 (26.92%) Linux
2 42 (23.08%) Windows
3 22 (12.09%) Windows Server
4 10 (5.49%) Windows Server 2008
5 9 (4.95%) Debian
5 9 (4.95%) Unix
6 8 (4.40%) CentOS
6 8 (4.40%) Windows Server 2003
7 6 (3.30%) Windows 8
8 5 (2.75%) Windows 7
8 5 (2.75%) Windows Server 2012
9 3 (1.65%) Apple iOS
9 3 (1.65%) Data ONTAP
9 3 (1.65%) Ubuntu
10 2 (1.10%) Android
11 1 (0.55%) Windows 10
Processes & Methodologies
1 48 (26.37%) Agile Software Development
2 35 (19.23%) Presales
3 31 (17.03%) Machine Learning
3 31 (17.03%) SDLC
4 29 (15.93%) Open Source
4 29 (15.93%) Problem-Solving
5 27 (14.84%) DevOps
6 23 (12.64%) Microservices
7 21 (11.54%) Software Engineering
7 21 (11.54%) Test Automation
8 20 (10.99%) Artificial Intelligence
9 16 (8.79%) Data Integration
9 16 (8.79%) Data Transformation
9 16 (8.79%) ETL
10 15 (8.24%) Infrastructure as Code
11 14 (7.69%) Cybersecurity
11 14 (7.69%) Information Security
11 14 (7.69%) Mentoring
11 14 (7.69%) Technical Leadership
12 13 (7.14%) Computer Science
Programming Languages
1 64 (35.16%) SQL
2 42 (23.08%) JavaScript
3 31 (17.03%) Python
4 25 (13.74%) Java
5 23 (12.64%) Bash Shell
6 17 (9.34%) C#
7 13 (7.14%) TypeScript
8 11 (6.04%) PHP
8 11 (6.04%) Ruby
9 10 (5.49%) Go
10 9 (4.95%) Perl
11 6 (3.30%) ES6
12 4 (2.20%) JSX
12 4 (2.20%) PL/SQL
12 4 (2.20%) R
12 4 (2.20%) Scala
13 3 (1.65%) C
13 3 (1.65%) C++
13 3 (1.65%) Objective-C
13 3 (1.65%) PowerShell
Qualifications
1 15 (8.24%) SC Cleared
1 15 (8.24%) Security Cleared
2 13 (7.14%) Microsoft Certification
3 8 (4.40%) Cisco Certification
3 8 (4.40%) Degree
4 7 (3.85%) CompTIA Security+
5 6 (3.30%) CISM
5 6 (3.30%) SSCP
6 5 (2.75%) CESG Certified Professional
6 5 (2.75%) MCP
7 4 (2.20%) CISA
7 4 (2.20%) CISMP
7 4 (2.20%) CISSP
7 4 (2.20%) SANS
8 3 (1.65%) BPSS Clearance
8 3 (1.65%) Computer Science Degree
8 3 (1.65%) CRISC
8 3 (1.65%) PhD
9 2 (1.10%) ISO 27001 Lead Auditor
9 2 (1.10%) RHCSA
Quality Assurance & Compliance
1 17 (9.34%) SLA
2 10 (5.49%) QA
3 9 (4.95%) ISO/IEC 27001
3 9 (4.95%) PCI DSS
4 7 (3.85%) GDPR
5 4 (2.20%) NIST
6 2 (1.10%) NCSC
6 2 (1.10%) RMADS
System Software
1 31 (17.03%) Docker
2 23 (12.64%) Active Directory
3 15 (8.24%) VMware Infrastructure
4 14 (7.69%) Hyper-V
5 4 (2.20%) Virtual Servers
6 3 (1.65%) Citrix Hypervisor
6 3 (1.65%) Microsoft App-V
7 2 (1.10%) NFS
7 2 (1.10%) VMware ESXi
7 2 (1.10%) XenApp
7 2 (1.10%) XenDesktop
8 1 (0.55%) Microsoft Virtual Server
8 1 (0.55%) vSphere
Systems Management
1 22 (12.09%) Kubernetes
2 10 (5.49%) Ansible
3 8 (4.40%) Terraform
4 7 (3.85%) Kibana
5 4 (2.20%) Puppet
6 3 (1.65%) Nagios
6 3 (1.65%) SnapMirror
6 3 (1.65%) SnapVault
7 2 (1.10%) Consul
7 2 (1.10%) Docker Swarm
7 2 (1.10%) Grafana
7 2 (1.10%) Juju
7 2 (1.10%) Opsview
7 2 (1.10%) Packer
8 1 (0.55%) Opscode Chef
8 1 (0.55%) SCCM
8 1 (0.55%) WSUS
8 1 (0.55%) ZABBIX
Vendors
1 64 (35.16%) Microsoft
2 21 (11.54%) VMware
3 16 (8.79%) Cisco
3 16 (8.79%) Teradata
4 8 (4.40%) Dell
5 7 (3.85%) Arista
5 7 (3.85%) Juniper
6 6 (3.30%) AppDynamics
7 5 (2.75%) NetApp
7 5 (2.75%) PayPal
8 4 (2.20%) 3PAR
8 4 (2.20%) Citrix
8 4 (2.20%) EMC
8 4 (2.20%) ForgeRock
8 4 (2.20%) Splunk
9 3 (1.65%) Google
9 3 (1.65%) Nimble Storage
9 3 (1.65%) Red Hat
9 3 (1.65%) Salesforce.com
10 2 (1.10%) Forcepoint