Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for PowerShell skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PowerShell over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Windows PowerShell
England > Yorkshire
6 months to
20 Nov 2018		 Same period 2017 Same period 2016
Rank 68 100 103
Rank change year-on-year +32 +3 +42
Permanent jobs citing PowerShell 332 277 303
As % of all permanent IT jobs advertised in Yorkshire 3.94% 2.82% 2.75%
As % of the Programming Languages category 7.39% 5.42% 5.45%
Number of salaries quoted 294 199 255
Yorkshire median annual salary £48,000 £40,000 £37,500
Median salary % change year-on-year +20.00% +6.67% -6.25%
10th Percentile £33,400 £31,490 £27,500
90th Percentile £56,250 £55,000 £54,000
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% -

PowerShell is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 4,495 5,112 5,563
As % of all permanent IT jobs advertised in Yorkshire 53.33% 52.05% 50.45%
Number of salaries quoted 3,769 4,416 4,846
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £27,750 £26,750 £26,250
90th Percentile £59,600 £60,000 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

PowerShell
Job Vacancy Trend in Yorkshire

Job postings citing PowerShell as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for PowerShell in Yorkshire

PowerShell
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing PowerShell in Yorkshire.

Salary trend for PowerShell in Yorkshire

PowerShell
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing PowerShell in Yorkshire over the 6 months to 20 November 2018.

Salary histogram for PowerShell in Yorkshire

PowerShell
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PowerShell within the Yorkshire region over the 6 months to 20 November 2018. 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
West Yorkshire +18 197 £46,500 +9.41% 40
North Yorkshire +16 98 £50,000 +29.87% 10
South Yorkshire -5 22 £47,500 +40.74% 5
East Yorkshire +25 15 £26,250 -6.25% 4
PowerShell
England

For the 6 months to 20 November 2018, IT jobs citing PowerShell 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 Yorkshire region with a requirement for PowerShell.

1 183 (55.12%) Microsoft
2 179 (53.92%) Microsoft Azure
3 171 (51.51%) Windows
4 147 (44.28%) SQL
5 125 (37.65%) DevOps
6 117 (35.24%) Agile Software Development
7 104 (31.33%) Active Directory
8 92 (27.71%) VMware
9 87 (26.20%) SQL Server
9 87 (26.20%) Windows Server
10 82 (24.70%) Finance
11 74 (22.29%) VMware Infrastructure
12 67 (20.18%) Office 365
12 67 (20.18%) Citrix
13 66 (19.88%) Puppet
14 65 (19.58%) DNS
15 63 (18.98%) Infrastructure Engineering
16 62 (18.67%) Linux
17 59 (17.77%) Analytical Skills
17 59 (17.77%) Problem-Solving
18 58 (17.47%) Amazon AWS
19 50 (15.06%) C#
20 48 (14.46%) Terraform
21 47 (14.16%) Project Management
21 47 (14.16%) PaaS
22 46 (13.86%) Bash Shell
23 44 (13.25%) IaaS
24 43 (12.95%) Python
25 42 (12.65%) .NET
25 42 (12.65%) VMware ESXi

PowerShell
Co-occurring IT Skills in Yorkshire 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 35 (10.54%) MS Exchange
2 28 (8.43%) Exchange Server 2013
3 27 (8.13%) Exchange Server 2010
4 22 (6.63%) SharePoint
5 15 (4.52%) IIS
6 13 (3.92%) Skype for Business
7 7 (2.11%) BizTalk Server
8 5 (1.51%) Apache Spark
8 5 (1.51%) CMS
8 5 (1.51%) SharePoint Server
9 4 (1.20%) OpenStack
9 4 (1.20%) SharePoint 2013
10 3 (0.90%) Apache
10 3 (0.90%) CloudStack
11 1 (0.30%) Jetty
11 1 (0.30%) Joomla!
11 1 (0.30%) nginx
11 1 (0.30%) Tomcat
11 1 (0.30%) WebSphere
11 1 (0.30%) WordPress
Applications
1 25 (7.53%) Microsoft Office
2 6 (1.81%) Microsoft Excel
Business Applications
1 6 (1.81%) Dynamics CRM
2 2 (0.60%) Visualfiles
3 1 (0.30%) Oracle EBS
Cloud Services
1 179 (53.92%) Microsoft Azure
2 67 (20.18%) Office 365
3 58 (17.47%) Amazon AWS
4 47 (14.16%) PaaS
5 44 (13.25%) IaaS
6 37 (11.14%) SaaS
7 19 (5.72%) OneDrive
8 7 (2.11%) Google Cloud Platform
9 6 (1.81%) Dynamics 365
10 5 (1.51%) AWS CloudFormation
10 5 (1.51%) Azure Active Directory
11 3 (0.90%) AWS Lambda
11 3 (0.90%) Serverless
12 1 (0.30%) Cloud Computing
12 1 (0.30%) G Suite
12 1 (0.30%) Google App Engine
12 1 (0.30%) Google Compute Engine
12 1 (0.30%) NuGet
12 1 (0.30%) Route 53
12 1 (0.30%) Virtual Private Cloud
Communications & Networking
1 65 (19.58%) DNS
2 36 (10.84%) NetScaler
3 27 (8.13%) DHCP
3 27 (8.13%) SAN
4 23 (6.93%) Fibre Channel
4 23 (6.93%) Firewall
5 15 (4.52%) TCP/IP
6 13 (3.92%) WAN
7 12 (3.61%) VPN
8 9 (2.71%) MPLS
9 8 (2.41%) Cisco ASA
10 6 (1.81%) BGP
10 6 (1.81%) Network Security
10 6 (1.81%) VLAN
10 6 (1.81%) Wireless
11 5 (1.51%) Internet
11 5 (1.51%) OSPF
11 5 (1.51%) SMTP
11 5 (1.51%) VPLS
11 5 (1.51%) WLAN
Database & Business Intelligence
1 87 (26.20%) SQL Server
2 32 (9.64%) SQL Server Integration Services
3 28 (8.43%) Azure SQL Database
4 27 (8.13%) SQL Server Reporting Services
5 19 (5.72%) MySQL
6 13 (3.92%) Relational Database
7 11 (3.31%) SQL Server Analysis Services
8 9 (2.71%) NoSQL
8 9 (2.71%) SQL Server 2008
9 8 (2.41%) Big Data
10 5 (1.51%) Data Warehouse
10 5 (1.51%) Hadoop
10 5 (1.51%) RDBMS
11 4 (1.20%) SQL Server 2016
11 4 (1.20%) SSDT
12 3 (0.90%) Amazon Redshift
12 3 (0.90%) Azure SQL Data Warehouse
12 3 (0.90%) Crystal Reports
13 2 (0.60%) Amazon RDS
13 2 (0.60%) DB2
Development Applications
1 34 (10.24%) Jenkins
2 26 (7.83%) Git (software)
3 18 (5.42%) GitLab
4 16 (4.82%) Visual Studio Team System
5 15 (4.52%) Visual Studio
6 14 (4.22%) Octopus Deploy
7 11 (3.31%) Bitbucket
8 9 (2.71%) Sonatype Nexus
8 9 (2.71%) Subversion
9 8 (2.41%) Atlassian Bamboo
9 8 (2.41%) Team Foundation Server
10 6 (1.81%) JIRA
10 6 (1.81%) SonarQube
10 6 (1.81%) TeamCity
11 4 (1.20%) Maven
11 4 (1.20%) Travis CI
11 4 (1.20%) Vagrant
12 3 (0.90%) Artifactory
13 1 (0.30%) MSBuild
13 1 (0.30%) SpecFlow
General
1 82 (24.70%) Finance
2 8 (2.41%) Retail
3 7 (2.11%) Financial Institution
4 5 (1.51%) Legal
5 4 (1.20%) Back Office
6 2 (0.60%) Manufacturing
7 1 (0.30%) Banking
7 1 (0.30%) Games
7 1 (0.30%) Law
7 1 (0.30%) Publishing
7 1 (0.30%) Telecoms
Job Titles
1 58 (17.47%) Infrastructure Engineer
2 42 (12.65%) DevOps Engineer
3 36 (10.84%) Azure Engineer
4 35 (10.54%) Platform Engineer
5 34 (10.24%) Developer
6 31 (9.34%) Infrastructure Specialist
7 29 (8.73%) Administrator
8 26 (7.83%) Senior Data Warehouse Specialist
8 26 (7.83%) Windows Engineer
9 23 (6.93%) DBA
10 22 (6.63%) PowerShell Engineer
11 21 (6.33%) Senior Infrastructure Specialist
12 19 (5.72%) Cloud Engineer
12 19 (5.72%) Senior Infrastructure Engineer
12 19 (5.72%) SQL DBA
12 19 (5.72%) Windows Infrastructure Engineer
13 18 (5.42%) Site Engineer
13 18 (5.42%) Site Reliability Engineer
14 16 (4.82%) Analyst
15 15 (4.52%) Applications Support
Libraries, Frameworks & Software Standards
1 42 (12.65%) .NET
2 16 (4.82%) .NET Core
3 15 (4.52%) HTML
4 13 (3.92%) Web Services
5 12 (3.61%) CSS
5 12 (3.61%) REST
6 9 (2.71%) AngularJS
7 8 (2.41%) Middleware
7 8 (2.41%) XML
8 7 (2.11%) JSON
8 7 (2.11%) Node.js
8 7 (2.11%) WCF
9 6 (1.81%) LDAP
9 6 (1.81%) Razor View Engine
9 6 (1.81%) Sass
9 6 (1.81%) WPF
10 4 (1.20%) JSON Schema
11 3 (0.90%) .NET Framework
11 3 (0.90%) Angular 2
11 3 (0.90%) ASP.NET
Miscellaneous
1 59 (17.77%) Analytical Skills
2 27 (8.13%) Self-Motivation
3 19 (5.72%) Data Centre
4 16 (4.82%) Management Information System
5 12 (3.61%) Enterprise Storage
6 10 (3.01%) Computer Science
7 8 (2.41%) Cloud Native
7 8 (2.41%) Linux Command Line
7 8 (2.41%) Private Cloud
8 7 (2.11%) Fat Client
8 7 (2.11%) NHS
8 7 (2.11%) Replication
8 7 (2.11%) Thin Client
9 6 (1.81%) EFT
9 6 (1.81%) Hybrid Cloud
10 5 (1.51%) PKI
11 4 (1.20%) EMC VNX
11 4 (1.20%) Mainframe
12 3 (0.90%) e-Learning
12 3 (0.90%) Video Conferencing
Operating Systems
1 171 (51.51%) Windows
2 87 (26.20%) Windows Server
3 62 (18.67%) Linux
4 42 (12.65%) Windows Server 2008
5 35 (10.54%) Windows 10
5 35 (10.54%) Windows Server 2012
6 25 (7.53%) Windows 7
7 8 (2.41%) Unix
8 6 (1.81%) VMS
9 5 (1.51%) Mac OS X
10 3 (0.90%) Ubuntu
10 3 (0.90%) Windows Server 2003
11 2 (0.60%) zOS
12 1 (0.30%) AIX
12 1 (0.30%) Red Hat Enterprise Linux
12 1 (0.30%) Windows 8
Processes & Methodologies
1 125 (37.65%) DevOps
2 117 (35.24%) Agile Software Development
3 63 (18.98%) Infrastructure Engineering
4 59 (17.77%) Problem-Solving
5 47 (14.16%) Project Management
6 39 (11.75%) ITIL
7 37 (11.14%) Migration
8 32 (9.64%) Disaster Recovery
8 32 (9.64%) Scrum
9 29 (8.73%) Deployment Automation
10 28 (8.43%) Continuous Integration
11 27 (8.13%) Performance Tuning
12 26 (7.83%) Data Management
13 25 (7.53%) Service Management
14 22 (6.63%) Incident Management
15 20 (6.02%) Patch Management
16 19 (5.72%) Capacity Management
16 19 (5.72%) Site Reliability Engineering
17 18 (5.42%) Analytics
18 16 (4.82%) Runbook
Programming Languages
1 147 (44.28%) SQL
2 50 (15.06%) C#
3 46 (13.86%) Bash Shell
4 43 (12.95%) Python
5 41 (12.35%) T-SQL
6 32 (9.64%) JavaScript
7 27 (8.13%) Ruby
8 19 (5.72%) Java
9 15 (4.52%) Perl
10 11 (3.31%) C++
11 10 (3.01%) VBA
12 8 (2.41%) TypeScript
13 7 (2.11%) VBScript
14 5 (1.51%) Shell Script
15 3 (0.90%) JCL
16 2 (0.60%) REXX
17 1 (0.30%) PHP
Qualifications
1 26 (7.83%) Citrix Certification
2 24 (7.23%) Degree
3 21 (6.33%) Microsoft Certification
4 15 (4.52%) MCSE
5 12 (3.61%) MCSA
6 8 (2.41%) Cisco Certification
7 7 (2.11%) ITIL Foundation Certificate
7 7 (2.11%) Numerate Degree
8 5 (1.51%) CCIE
8 5 (1.51%) CCNP
9 3 (0.90%) AWS Certification
9 3 (0.90%) CCIE Security
10 2 (0.60%) Computer Science Degree
10 2 (0.60%) MCITP
10 2 (0.60%) MCP
11 1 (0.30%) CCNA
11 1 (0.30%) MCDST
11 1 (0.30%) SC Cleared
11 1 (0.30%) Security Cleared
11 1 (0.30%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 26 (7.83%) SLA
2 10 (3.01%) QA
3 4 (1.20%) PMO
4 1 (0.30%) GDPR
4 1 (0.30%) ISO/IEC 27001
System Software
1 104 (31.33%) Active Directory
2 74 (22.29%) VMware Infrastructure
3 42 (12.65%) VMware ESXi
4 33 (9.94%) XenDesktop
5 32 (9.64%) XenApp
6 30 (9.04%) Hyper-V
7 27 (8.13%) Docker
8 19 (5.72%) Microsoft App-V
9 12 (3.61%) Virtual Machines
10 9 (2.71%) vSphere
11 5 (1.51%) Active Directory Lightweight Directory Services
11 5 (1.51%) Virtual Servers
12 3 (0.90%) Xen
12 3 (0.90%) XenServer
13 2 (0.60%) BitLocker
13 2 (0.60%) Terminal Services
13 2 (0.60%) Virtual Desktop
14 1 (0.30%) KVM
14 1 (0.30%) Microsoft Virtual Server
14 1 (0.30%) VirtualBox
Systems Management
1 66 (19.88%) Puppet
2 48 (14.46%) Terraform
3 28 (8.43%) SCCM
4 26 (7.83%) XenMobile
5 24 (7.23%) Kubernetes
6 19 (5.72%) WSUS
7 17 (5.12%) Ansible
8 13 (3.92%) Opscode Chef
9 11 (3.31%) McAfee ePO
10 8 (2.41%) SCOM
11 7 (2.11%) Backup Exec
11 7 (2.11%) HP Data Protector
11 7 (2.11%) ServiceCenter
12 6 (1.81%) vCenter Server
13 4 (1.20%) Systems Management Server (SMS)
13 4 (1.20%) vRealize
14 3 (0.90%) Nagios
14 3 (0.90%) PaperCut
14 3 (0.90%) PowerCLI
15 2 (0.60%) Symantec Enterprise Vault
Vendors
1 183 (55.12%) Microsoft
2 92 (27.71%) VMware
3 67 (20.18%) Citrix
4 30 (9.04%) McAfee
5 22 (6.63%) Symantec
6 19 (5.72%) Altiris
6 19 (5.72%) Oracle
7 17 (5.12%) Atlassian
7 17 (5.12%) Cisco
8 16 (4.82%) Brocade
8 16 (4.82%) Google
9 13 (3.92%) Veeam
10 12 (3.61%) Ivanti
10 12 (3.61%) Shavlik
11 8 (2.41%) 3PAR
11 8 (2.41%) Dell
11 8 (2.41%) HP
12 7 (2.11%) Asigra
12 7 (2.11%) Xamarin
13 6 (1.81%) UiPath