Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 November 2017 with a comparison to the same period in the previous 2 years.

Windows PowerShell
Scotland > Glasgow
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 84 95 131
Rank change year-on-year +11 +36 +15
Permanent jobs citing PowerShell 63 41 26
As % of all permanent IT jobs advertised in Glasgow 2.76% 1.89% 1.01%
As % of the Programming Languages category 4.31% 3.05% 1.71%
Number of salaries quoted 34 16 19
Glasgow median annual salary £38,000 £41,250 £42,000
Median salary % change year-on-year -7.88% -1.79% -6.67%
10th Percentile £30,725 £28,250 £27,750
90th Percentile £48,750 £75,000 £59,750
Scotland median annual salary £47,500 £40,500 £41,750
% change year-on-year +17.28% -2.99% +19.29%

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 Glasgow with a requirement for coding skills.

All Programming Languages
Glasgow
Permanent vacancies with a requirement for coding skills 1463 1343 1518
As % of all permanent IT jobs advertised in Glasgow 64.17% 62.03% 59.04%
Number of salaries quoted 918 699 882
Glasgow median annual salary £47,500 £40,000 £40,000
Median salary % change year-on-year +18.75% - -
10th Percentile £32,000 £28,750 £28,750
90th Percentile £67,500 £60,000 £59,875
Scotland median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

PowerShell
Job Vacancy Trend in Glasgow

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

Job vacancy trend for PowerShell in Glasgow

PowerShell
Salary Trend in Glasgow

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

Salary trend for PowerShell in Glasgow

PowerShell
Salary Histogram in Glasgow

The salary distribution of IT jobs citing PowerShell in Glasgow over the 6 months to 18 November 2017.

Salary histogram for PowerShell in Glasgow

For the 6 months to 18 November 2017, IT jobs citing PowerShell also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for PowerShell.

1 34 (53.97%) Windows
2 33 (52.38%) Microsoft
3 30 (47.62%) SQL
4 25 (39.68%) Unix
5 24 (38.10%) Linux
6 23 (36.51%) ITIL
6 23 (36.51%) Relational Database
7 22 (34.92%) SQL Server
8 20 (31.75%) Active Directory
9 17 (26.98%) DNS
10 16 (25.40%) Windows Server
11 15 (23.81%) Perl
11 15 (23.81%) Python
11 15 (23.81%) Office 365
12 14 (22.22%) Opscode Chef
12 14 (22.22%) Microsoft Azure
12 14 (22.22%) Puppet
12 14 (22.22%) SharePoint
12 14 (22.22%) VMware
13 13 (20.63%) Git (software)
13 13 (20.63%) DevOps
14 12 (19.05%) Configuration Management
14 12 (19.05%) TCP/IP
14 12 (19.05%) MySQL
15 11 (17.46%) C#
15 11 (17.46%) Continuous Integration
15 11 (17.46%) Skype for Business
15 11 (17.46%) Bash Shell
16 10 (15.87%) Open Source
16 10 (15.87%) NoSQL

PowerShell
Co-occurring IT Skills in Glasgow 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 14 (22.22%) SharePoint
2 11 (17.46%) Skype for Business
3 6 (9.52%) SAS
4 4 (6.35%) IIS
4 4 (6.35%) MS Exchange
5 3 (4.76%) Exchange Server 2010
6 2 (3.17%) JBoss
7 1 (1.59%) Office Communications Server
Applications
1 9 (14.29%) Microsoft Office
Cloud Services
1 15 (23.81%) Office 365
2 14 (22.22%) Microsoft Azure
3 9 (14.29%) Cloud Computing
4 6 (9.52%) Dynamics 365
5 4 (6.35%) Azure Active Directory
6 3 (4.76%) Amazon AWS
7 2 (3.17%) GitHub
8 1 (1.59%) SaaS
Communications & Networking
1 17 (26.98%) DNS
2 12 (19.05%) TCP/IP
3 10 (15.87%) HTTP
3 10 (15.87%) SSL
4 9 (14.29%) IPsec
4 9 (14.29%) SMTP
5 8 (12.70%) Firewall
6 7 (11.11%) DHCP
6 7 (11.11%) VLAN
6 7 (11.11%) VPN
7 6 (9.52%) Wireless
8 5 (7.94%) Skype
9 1 (1.59%) Cisco ASA
9 1 (1.59%) Unified Communications
Database & Business Intelligence
1 23 (36.51%) Relational Database
2 22 (34.92%) SQL Server
3 12 (19.05%) MySQL
4 10 (15.87%) NoSQL
5 8 (12.70%) RDBMS
5 8 (12.70%) SQL Server Reporting Services
6 7 (11.11%) Redis
7 6 (9.52%) OLAP
7 6 (9.52%) OLAP Cube
7 6 (9.52%) PowerCenter
7 6 (9.52%) QlikView
7 6 (9.52%) SQL Server 2005
7 6 (9.52%) SQL Server 2012
7 6 (9.52%) SQL Server Analysis Services
7 6 (9.52%) SQL Server Integration Services
8 5 (7.94%) SAS Data Integration Studio
9 3 (4.76%) KDB
9 3 (4.76%) Kdb+
10 2 (3.17%) DB2
11 1 (1.59%) PostgreSQL
Development Applications
1 13 (20.63%) Git (software)
2 6 (9.52%) Team Foundation Server
3 4 (6.35%) Moq
3 4 (6.35%) NUnit
4 3 (4.76%) Jenkins
5 2 (3.17%) Cucumber
5 2 (3.17%) Sonatype Nexus
5 2 (3.17%) Subversion
5 2 (3.17%) Vagrant
6 1 (1.59%) Codeship
6 1 (1.59%) TeamCity
General
1 7 (11.11%) Finance
2 2 (3.17%) Law
2 2 (3.17%) Legal
2 2 (3.17%) Retail Banking
Job Titles
1 17 (26.98%) Developer
2 13 (20.63%) Analyst
3 9 (14.29%) DevOps Engineer
4 8 (12.70%) Business Intelligence Developer
4 8 (12.70%) Infrastructure Analyst
4 8 (12.70%) Systems Analyst
5 7 (11.11%) Senior Analyst
5 7 (11.11%) Senior Infrastructure Analyst
6 6 (9.52%) SAS BI Developer
6 6 (9.52%) SAS Developer
6 6 (9.52%) Senior Systems Analyst
6 6 (9.52%) SSIS Developer
7 5 (7.94%) Informatica BI Developer
7 5 (7.94%) Informatica Developer
7 5 (7.94%) Senior Developer
8 4 (6.35%) 3rd Line Support
8 4 (6.35%) Administrator
8 4 (6.35%) Java Developer
9 3 (4.76%) .NET Developer
9 3 (4.76%) Support Analyst
Libraries, Frameworks & Software Standards
1 10 (15.87%) .NET
2 6 (9.52%) XML
3 4 (6.35%) .NET Framework
3 4 (6.35%) Entity Framework
3 4 (6.35%) JMS
3 4 (6.35%) SOAP
3 4 (6.35%) Unity DI Container
4 3 (4.76%) ASP.NET
4 3 (4.76%) ASP.NET MVC
4 3 (4.76%) Web Services
5 2 (3.17%) Hibernate
5 2 (3.17%) J2EE
5 2 (3.17%) Java EE
5 2 (3.17%) JSON
5 2 (3.17%) LAMP
5 2 (3.17%) React
5 2 (3.17%) REST
5 2 (3.17%) Spring
6 1 (1.59%) J2SE
Miscellaneous
1 6 (9.52%) Data Centre
1 6 (9.52%) iPhone
2 4 (6.35%) Management Information System
3 2 (3.17%) Data Structures
3 2 (3.17%) Enterprise Software
3 2 (3.17%) User Experience
4 1 (1.59%) Algorithms
4 1 (1.59%) Analytical Skills
4 1 (1.59%) Clustering
4 1 (1.59%) Greenfield Project
4 1 (1.59%) PKI
Operating Systems
1 34 (53.97%) Windows
2 25 (39.68%) Unix
3 24 (38.10%) Linux
4 16 (25.40%) Windows Server
5 9 (14.29%) Windows Server 2008
6 7 (11.11%) Windows Server 2003
7 6 (9.52%) Solaris
7 6 (9.52%) Windows 7
7 6 (9.52%) Windows Phone
7 6 (9.52%) Windows Server 2012
8 2 (3.17%) Red Hat Enterprise Linux
9 1 (1.59%) CentOS
Processes & Methodologies
1 23 (36.51%) ITIL
2 13 (20.63%) DevOps
3 12 (19.05%) Configuration Management
4 11 (17.46%) Continuous Integration
5 10 (15.87%) Cybersecurity
5 10 (15.87%) Open Source
6 9 (14.29%) Agile Software Development
6 9 (14.29%) Web Development
7 8 (12.70%) Business Intelligence
7 8 (12.70%) Disaster Recovery
8 7 (11.11%) Data Management
8 7 (11.11%) Performance Tuning
8 7 (11.11%) Technical Analysis
9 6 (9.52%) Data Integration
9 6 (9.52%) ETL
9 6 (9.52%) Innovative Thinking
9 6 (9.52%) OO
9 6 (9.52%) OOD
9 6 (9.52%) Patch Management
9 6 (9.52%) TDD
Programming Languages
1 30 (47.62%) SQL
2 15 (23.81%) Perl
2 15 (23.81%) Python
3 11 (17.46%) Bash Shell
3 11 (17.46%) C#
4 10 (15.87%) PHP
5 8 (12.70%) Java
6 4 (6.35%) COBOL
7 2 (3.17%) Ruby
7 2 (3.17%) Shell Script
7 2 (3.17%) T-SQL
8 1 (1.59%) VBA
8 1 (1.59%) VBScript
Qualifications
1 7 (11.11%) RHCE
2 5 (7.94%) Microsoft Certification
3 3 (4.76%) Degree
3 3 (4.76%) MCAD
3 3 (4.76%) MCSD
3 3 (4.76%) MCTS
4 2 (3.17%) MCSE
4 2 (3.17%) SC Cleared
4 2 (3.17%) Security Cleared
Quality Assurance & Compliance
1 4 (6.35%) QA
2 3 (4.76%) SLA
System Software
1 20 (31.75%) Active Directory
2 10 (15.87%) VMware Infrastructure
3 8 (12.70%) VMware ESXi
4 7 (11.11%) Hyper-V
5 6 (9.52%) vSphere
6 3 (4.76%) XenApp
7 2 (3.17%) Virtual Machines
8 1 (1.59%) ISA Server
8 1 (1.59%) XenDesktop
Systems Management
1 14 (22.22%) Opscode Chef
1 14 (22.22%) Puppet
2 10 (15.87%) Grafana
2 10 (15.87%) Nagios
2 10 (15.87%) SCCM
2 10 (15.87%) ZABBIX
3 8 (12.70%) CFEngine
3 8 (12.70%) SCOM
4 7 (11.11%) Norton AntiVirus
5 6 (9.52%) Backup Exec
5 6 (9.52%) Host Intrusion Detection System
5 6 (9.52%) Malwarebytes
5 6 (9.52%) Network Intrusion Detection System
6 5 (7.94%) Ansible
7 4 (6.35%) Microsoft Intune
8 2 (3.17%) BMC PATROL
8 2 (3.17%) FortiGate
8 2 (3.17%) Trend Micro Deep Security
9 1 (1.59%) Microsoft Clustering
Vendors
1 33 (52.38%) Microsoft
2 14 (22.22%) VMware
3 10 (15.87%) Cisco
4 8 (12.70%) Red Hat
5 7 (11.11%) Symantec
6 6 (9.52%) Apple
6 6 (9.52%) Avaya
6 6 (9.52%) Citrix
6 6 (9.52%) Dell
6 6 (9.52%) Informatica
6 6 (9.52%) MicroStrategy
6 6 (9.52%) Palo Alto
6 6 (9.52%) Sophos
7 3 (4.76%) BMC
7 3 (4.76%) ServiceNow
8 2 (3.17%) CommVault
8 2 (3.17%) Juniper
8 2 (3.17%) NetApp
8 2 (3.17%) Oracle
8 2 (3.17%) Sybase