Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 September 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 18 September 2018 with a comparison to the same period in the previous 2 years.

Windows PowerShell
England > Yorkshire
6 months to
18 Sep 2018		 Same period 2017 Same period 2016
Rank 70 103 106
Rank change year-on-year +33 +3 +40
Permanent jobs citing PowerShell 332 279 303
As % of all permanent IT jobs advertised in Yorkshire 3.77% 2.76% 2.68%
As % of the Programming Languages category 7.02% 5.13% 5.35%
Number of salaries quoted 304 202 244
Yorkshire median annual salary £47,500 £40,000 £38,000
Median salary % change year-on-year +18.75% +5.26% -1.30%
10th Percentile £33,075 £31,250 £27,500
90th Percentile £57,500 £55,000 £57,500
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 4,727 5,441 5,659
As % of all permanent IT jobs advertised in Yorkshire 53.64% 53.79% 50.04%
Number of salaries quoted 4,027 4,652 4,804
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £27,500 £27,000 £26,250
90th Percentile £60,000 £60,000 £56,250
England median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 18 September 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 18 September 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 +11 196 £46,500 +16.25% 43
North Yorkshire +40 97 £50,000 +29.87% 10
South Yorkshire +12 22 £42,500 +23.19% 6
East Yorkshire +36 16 £20,000 -28.57% 4
PowerShell
England

For the 6 months to 18 September 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.

1 188 (56.63%) Microsoft
2 187 (56.33%) Microsoft Azure
3 160 (48.19%) Windows
4 155 (46.69%) SQL
5 126 (37.95%) DevOps
6 116 (34.94%) Agile Software Development
7 107 (32.23%) SQL Server
8 106 (31.93%) Active Directory
9 83 (25.00%) VMware
10 81 (24.40%) Windows Server
11 71 (21.39%) Finance
12 69 (20.78%) Office 365
12 69 (20.78%) Amazon AWS
13 62 (18.67%) Infrastructure Engineering
14 61 (18.37%) Puppet
15 59 (17.77%) VMware Infrastructure
16 58 (17.47%) DNS
16 58 (17.47%) .NET
17 56 (16.87%) Linux
18 55 (16.57%) Citrix
19 51 (15.36%) C#
20 50 (15.06%) T-SQL
20 50 (15.06%) Terraform
21 47 (14.16%) Problem-Solving
21 47 (14.16%) Analytical Skills
22 45 (13.55%) Python
22 45 (13.55%) Project Management
23 44 (13.25%) PaaS
23 44 (13.25%) Bash Shell
24 43 (12.95%) Migration

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 36 (10.84%) MS Exchange
2 31 (9.34%) Exchange Server 2013
3 27 (8.13%) Exchange Server 2010
4 22 (6.63%) SharePoint
5 18 (5.42%) IIS
6 13 (3.92%) Skype for Business
7 8 (2.41%) BizTalk Server
7 8 (2.41%) SharePoint 2013
8 7 (2.11%) Apache Spark
9 5 (1.51%) CloudStack
9 5 (1.51%) OpenStack
10 4 (1.20%) CMS
10 4 (1.20%) SharePoint Server
11 3 (0.90%) IBM Notes
12 2 (0.60%) Apache
12 2 (0.60%) Confluence
12 2 (0.60%) Exchange Server 2003
12 2 (0.60%) Exchange Server 2007
13 1 (0.30%) Jetty
13 1 (0.30%) Oracle SOA Suite
Applications
1 26 (7.83%) Microsoft Office
2 6 (1.81%) Microsoft Excel
3 4 (1.20%) InfoPath
Business Applications
1 5 (1.51%) Dynamics CRM
2 2 (0.60%) Dynamics AX
2 2 (0.60%) Visualfiles
3 1 (0.30%) Oracle BPM
3 1 (0.30%) Oracle EBS
Cloud Services
1 187 (56.33%) Microsoft Azure
2 69 (20.78%) Amazon AWS
2 69 (20.78%) Office 365
3 44 (13.25%) PaaS
4 40 (12.05%) IaaS
5 35 (10.54%) SaaS
6 17 (5.12%) OneDrive
7 8 (2.41%) Azure Active Directory
8 7 (2.11%) AWS Lambda
8 7 (2.11%) Serverless
9 6 (1.81%) Dynamics 365
9 6 (1.81%) Google Cloud Platform
10 5 (1.51%) Amazon EC2
10 5 (1.51%) Amazon S3
10 5 (1.51%) AWS CloudFormation
10 5 (1.51%) Azure Data Factory
11 4 (1.20%) Amazon CloudWatch
11 4 (1.20%) Amazon ELB
11 4 (1.20%) AWS Elastic Beanstalk
12 2 (0.60%) Cloud Computing
Communications & Networking
1 58 (17.47%) DNS
2 29 (8.73%) NetScaler
3 27 (8.13%) SAN
4 21 (6.33%) DHCP
4 21 (6.33%) Fibre Channel
5 18 (5.42%) Firewall
6 11 (3.31%) VPN
7 10 (3.01%) TCP/IP
8 9 (2.71%) WAN
9 8 (2.41%) iSCSI
10 6 (1.81%) Cisco ASA
10 6 (1.81%) Network Security
11 5 (1.51%) Cisco IOS
11 5 (1.51%) Cisco ISE
11 5 (1.51%) Cisco Nexus
11 5 (1.51%) F5 BIG-IP GTM
11 5 (1.51%) F5 BIG-IP LTM
11 5 (1.51%) MPLS
11 5 (1.51%) NX-OS
11 5 (1.51%) VPLS
Database & Business Intelligence
1 107 (32.23%) SQL Server
2 41 (12.35%) SQL Server Integration Services
3 37 (11.14%) SQL Server Reporting Services
4 33 (9.94%) Azure SQL Database
5 21 (6.33%) SQL Server Analysis Services
6 16 (4.82%) NoSQL
7 13 (3.92%) Relational Database
8 10 (3.01%) MySQL
8 10 (3.01%) SQL Server 2008
9 8 (2.41%) Big Data
10 7 (2.11%) Hadoop
11 6 (1.81%) Data Warehouse
12 5 (1.51%) Amazon RDS
12 5 (1.51%) Data Lake
12 5 (1.51%) HDInsight
13 4 (1.20%) RDBMS
14 3 (0.90%) Azure SQL Data Warehouse
14 3 (0.90%) MongoDB
14 3 (0.90%) SQL Server 2014
14 3 (0.90%) SQL Server 2016
Development Applications
1 34 (10.24%) Jenkins
2 21 (6.33%) Git (software)
3 18 (5.42%) GitLab
3 18 (5.42%) Visual Studio Team System
4 17 (5.12%) Visual Studio
5 16 (4.82%) Bitbucket
5 16 (4.82%) Octopus Deploy
6 14 (4.22%) JIRA
7 12 (3.61%) Atlassian Bamboo
7 12 (3.61%) Subversion
7 12 (3.61%) Team Foundation Server
8 10 (3.01%) Sonatype Nexus
9 9 (2.71%) TeamCity
10 6 (1.81%) SonarQube
11 5 (1.51%) Travis CI
12 4 (1.20%) Maven
12 4 (1.20%) Vagrant
13 3 (0.90%) Artifactory
14 2 (0.60%) MSBuild
14 2 (0.60%) SQL Server Management Studio (SSMS)
General
1 71 (21.39%) Finance
2 10 (3.01%) Financial Institution
2 10 (3.01%) Retail
3 7 (2.11%) Back Office
4 6 (1.81%) Legal
5 4 (1.20%) Manufacturing
6 3 (0.90%) Marketing
6 3 (0.90%) Telecoms
7 2 (0.60%) Electronics
8 1 (0.30%) Banking
8 1 (0.30%) Games
Job Titles
1 57 (17.17%) Infrastructure Engineer
2 45 (13.55%) DevOps Engineer
3 35 (10.54%) Developer
4 34 (10.24%) DBA
5 33 (9.94%) Platform Engineer
6 31 (9.34%) Windows Engineer
7 29 (8.73%) Administrator
7 29 (8.73%) Infrastructure Specialist
8 28 (8.43%) Azure Engineer
9 25 (7.53%) SQL DBA
10 24 (7.23%) Senior Data Warehouse Specialist
10 24 (7.23%) Windows Infrastructure Engineer
11 21 (6.33%) PowerShell Engineer
12 19 (5.72%) Senior Infrastructure Specialist
13 18 (5.42%) Cloud Engineer
13 18 (5.42%) Senior Infrastructure Engineer
14 17 (5.12%) Analyst
15 16 (4.82%) Site Engineer
15 16 (4.82%) Site Reliability Engineer
16 15 (4.52%) Support Engineer
Libraries, Frameworks & Software Standards
1 58 (17.47%) .NET
2 18 (5.42%) .NET Core
3 15 (4.52%) Web Services
4 14 (4.22%) HTML
5 13 (3.92%) CSS
6 12 (3.61%) ASP.NET
7 10 (3.01%) REST
8 9 (2.71%) WCF
8 9 (2.71%) WPF
9 8 (2.41%) Middleware
9 8 (2.41%) Node.js
10 6 (1.81%) LDAP
10 6 (1.81%) Razor View Engine
10 6 (1.81%) Sass
11 5 (1.51%) .NET Framework
11 5 (1.51%) ASP.NET MVC
12 4 (1.20%) AngularJS
12 4 (1.20%) RESTful
12 4 (1.20%) XML
13 3 (0.90%) Angular 2
Miscellaneous
1 47 (14.16%) Analytical Skills
2 23 (6.93%) Self-Motivation
3 19 (5.72%) Management Information System
4 18 (5.42%) Data Centre
5 12 (3.61%) Enterprise Storage
6 10 (3.01%) Computer Science
7 8 (2.41%) Cloud Native
7 8 (2.41%) EMC VNX
7 8 (2.41%) Hybrid Cloud
7 8 (2.41%) Linux Command Line
8 6 (1.81%) EFT
8 6 (1.81%) Replication
9 5 (1.51%) PKI
10 4 (1.20%) NHS
10 4 (1.20%) Private Cloud
11 3 (0.90%) Fat Client
11 3 (0.90%) Thin Client
12 2 (0.60%) Clustering
12 2 (0.60%) Mainframe
12 2 (0.60%) Public Cloud
Operating Systems
1 160 (48.19%) Windows
2 81 (24.40%) Windows Server
3 56 (16.87%) Linux
4 42 (12.65%) Windows Server 2008
5 37 (11.14%) Windows Server 2012
6 32 (9.64%) Windows 10
7 26 (7.83%) Windows 7
8 7 (2.11%) Unix
9 5 (1.51%) Mac OS X
9 5 (1.51%) VMS
9 5 (1.51%) Windows Server 2003
10 2 (0.60%) Red Hat Enterprise Linux
10 2 (0.60%) Windows 2000 Server
11 1 (0.30%) Ubuntu
Processes & Methodologies
1 126 (37.95%) DevOps
2 116 (34.94%) Agile Software Development
3 62 (18.67%) Infrastructure Engineering
4 47 (14.16%) Problem-Solving
5 45 (13.55%) Project Management
6 43 (12.95%) Migration
7 40 (12.05%) Performance Tuning
8 39 (11.75%) ITIL
8 39 (11.75%) Scrum
9 34 (10.24%) Continuous Integration
10 29 (8.73%) Disaster Recovery
11 28 (8.43%) Business Intelligence
12 26 (7.83%) Deployment Automation
13 25 (7.53%) Data Management
14 24 (7.23%) Change Management
15 23 (6.93%) Service Management
16 21 (6.33%) Test Automation
17 20 (6.02%) Analytics
17 20 (6.02%) Patch Management
18 19 (5.72%) Capacity Management
Programming Languages
1 155 (46.69%) SQL
2 51 (15.36%) C#
3 50 (15.06%) T-SQL
4 45 (13.55%) Python
5 44 (13.25%) Bash Shell
6 23 (6.93%) JavaScript
7 21 (6.33%) Ruby
8 18 (5.42%) Java
9 15 (4.52%) Perl
10 12 (3.61%) C++
11 9 (2.71%) TypeScript
12 6 (1.81%) VBA
13 5 (1.51%) Shell Script
14 4 (1.20%) VBScript
15 3 (0.90%) JCL
16 2 (0.60%) REXX
Qualifications
1 21 (6.33%) Degree
2 20 (6.02%) Citrix Certification
3 17 (5.12%) Microsoft Certification
4 16 (4.82%) MCSE
5 12 (3.61%) Cisco Certification
6 9 (2.71%) MCSA
7 7 (2.11%) Numerate Degree
8 5 (1.51%) CCIE
8 5 (1.51%) CCNP
8 5 (1.51%) ITIL Foundation Certificate
9 3 (0.90%) AWS Certification
9 3 (0.90%) CCIE Security
10 2 (0.60%) BC Cleared
10 2 (0.60%) Computer Science Degree
10 2 (0.60%) ITIL Certification
10 2 (0.60%) SC Cleared
10 2 (0.60%) Security Cleared
11 1 (0.30%) MCDST
11 1 (0.30%) MCP
11 1 (0.30%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 15 (4.52%) SLA
2 9 (2.71%) QA
3 4 (1.20%) PMO
4 3 (0.90%) ISO/IEC 27001
5 2 (0.60%) ISO 9001
5 2 (0.60%) PCI DSS
6 1 (0.30%) GCP
6 1 (0.30%) GDPR
System Software
1 106 (31.93%) Active Directory
2 59 (17.77%) VMware Infrastructure
3 32 (9.64%) VMware ESXi
4 31 (9.34%) Docker
5 29 (8.73%) XenApp
5 29 (8.73%) XenDesktop
6 28 (8.43%) Hyper-V
7 17 (5.12%) Microsoft App-V
8 11 (3.31%) Virtual Machines
8 11 (3.31%) vSphere
9 8 (2.41%) Virtual Servers
10 5 (1.51%) Active Directory Lightweight Directory Services
10 5 (1.51%) Xen
10 5 (1.51%) XenServer
11 1 (0.30%) KVM
11 1 (0.30%) Microsoft Virtual Server
11 1 (0.30%) Virtual Desktop
11 1 (0.30%) VirtualBox
Systems Management
1 61 (18.37%) Puppet
2 50 (15.06%) Terraform
3 33 (9.94%) SCCM
4 24 (7.23%) Kubernetes
5 20 (6.02%) XenMobile
6 19 (5.72%) Ansible
6 19 (5.72%) Opscode Chef
7 17 (5.12%) WSUS
8 12 (3.61%) McAfee ePO
9 10 (3.01%) vCenter Server
10 8 (2.41%) vRealize
11 5 (1.51%) Backup Exec
11 5 (1.51%) HP Data Protector
11 5 (1.51%) SCOM
11 5 (1.51%) ServiceCenter
11 5 (1.51%) Systems Management Server (SMS)
12 3 (0.90%) PowerCLI
12 3 (0.90%) Symantec Enterprise Vault
13 2 (0.60%) Microsoft Intune
13 2 (0.60%) Packer
Vendors
1 188 (56.63%) Microsoft
2 83 (25.00%) VMware
3 55 (16.57%) Citrix
4 29 (8.73%) McAfee
5 24 (7.23%) Cisco
6 22 (6.63%) Oracle
7 20 (6.02%) Symantec
8 18 (5.42%) Atlassian
9 17 (5.12%) Altiris
10 16 (4.82%) Brocade
10 16 (4.82%) Google
11 14 (4.22%) Veeam
12 12 (3.61%) Ivanti
12 12 (3.61%) Shavlik
13 9 (2.71%) EMC
14 8 (2.41%) 3PAR
14 8 (2.41%) Dell
14 8 (2.41%) HP
15 7 (2.11%) Xamarin
16 6 (1.81%) Lotus