Period
to 22 July 2018

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 22 July 2018 with a comparison to the same period in the previous 2 years.

Windows PowerShell
Scotland > Glasgow
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 100 93 126
Rank change year-on-year -7 +33 +7
Permanent jobs citing PowerShell 53 53 39
As % of all permanent IT jobs advertised in Glasgow 2.18% 2.37% 1.51%
As % of the Programming Languages category 3.29% 3.52% 2.48%
Number of salaries quoted 36 19 14
Glasgow median annual salary £42,500 £40,000 £41,250
Median salary % change year-on-year +6.25% -3.03% -2.94%
10th Percentile £28,000 £34,200 £27,500
90th Percentile £65,000 £47,900 £75,000
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.94%

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 1,611 1,506 1,572
As % of all permanent IT jobs advertised in Glasgow 66.41% 67.47% 60.88%
Number of salaries quoted 1,168 876 762
Glasgow median annual salary £47,500 £45,000 £42,000
Median salary % change year-on-year +5.56% +7.14% -1.18%
10th Percentile £32,425 £29,375 £28,500
90th Percentile £68,750 £71,250 £61,250
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +4.94%

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 22 July 2018.

Salary histogram for PowerShell in Glasgow

For the 6 months to 22 July 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 Glasgow region with a requirement for PowerShell.

1 33 (62.26%) Windows
2 29 (54.72%) Microsoft Azure
3 23 (43.40%) Microsoft
4 22 (41.51%) Active Directory
5 18 (33.96%) Python
6 15 (28.30%) Amazon AWS
6 15 (28.30%) Office 365
7 14 (26.42%) DevOps
7 14 (26.42%) SQL
7 14 (26.42%) Finance
8 13 (24.53%) SQL Server
8 13 (24.53%) Linux
8 13 (24.53%) Windows Server
9 12 (22.64%) Unix
9 12 (22.64%) Change Management
9 12 (22.64%) Ansible
10 11 (20.75%) IaaS
10 11 (20.75%) Firewall
11 10 (18.87%) Project Management
11 10 (18.87%) PaaS
11 10 (18.87%) Bash Shell
11 10 (18.87%) Business Analysis
12 9 (16.98%) JSON
12 9 (16.98%) Time Management
12 9 (16.98%) SaaS
12 9 (16.98%) Cloud Computing
12 9 (16.98%) Analytical Skills
12 9 (16.98%) Enterprise Cloud
12 9 (16.98%) SharePoint
13 8 (15.09%) ITIL

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 9 (16.98%) SharePoint
2 8 (15.09%) MS Exchange
3 7 (13.21%) Skype for Business
4 5 (9.43%) SharePoint Server
5 2 (3.77%) IIS
6 1 (1.89%) Apache
6 1 (1.89%) Exchange Server 2010
6 1 (1.89%) nginx
6 1 (1.89%) Tomcat
Applications
1 6 (11.32%) Microsoft Office
Business Applications
1 1 (1.89%) Remedy ITSM
Cloud Services
1 29 (54.72%) Microsoft Azure
2 15 (28.30%) Amazon AWS
2 15 (28.30%) Office 365
3 11 (20.75%) IaaS
4 10 (18.87%) PaaS
5 9 (16.98%) Cloud Computing
5 9 (16.98%) SaaS
6 7 (13.21%) Azure Active Directory
7 3 (5.66%) GitHub
7 3 (5.66%) OpenShift
8 1 (1.89%) Dynamics 365
8 1 (1.89%) Google Cloud Platform
8 1 (1.89%) Trello
Communications & Networking
1 11 (20.75%) Firewall
2 6 (11.32%) DNS
2 6 (11.32%) Skype
3 5 (9.43%) DHCP
4 4 (7.55%) SAN
5 3 (5.66%) Internet
5 3 (5.66%) Intranet
5 3 (5.66%) VoIP
6 2 (3.77%) SSL
6 2 (3.77%) TCP/IP
6 2 (3.77%) VLAN
7 1 (1.89%) Fibre Channel
7 1 (1.89%) Intrusion Detection
7 1 (1.89%) iSCSI
7 1 (1.89%) Network Security
7 1 (1.89%) VPN
7 1 (1.89%) Wi-Fi
7 1 (1.89%) Wireless
Database & Business Intelligence
1 13 (24.53%) SQL Server
2 5 (9.43%) MySQL
3 3 (5.66%) Big Data
3 3 (5.66%) DB2
3 3 (5.66%) KDB
3 3 (5.66%) Kdb+
3 3 (5.66%) SQL Server 2016
3 3 (5.66%) SQL Server Analysis Services
3 3 (5.66%) SQL Server Integration Services
3 3 (5.66%) SQL Server Reporting Services
4 1 (1.89%) Oracle Database
4 1 (1.89%) Oracle Database 10g
4 1 (1.89%) Oracle Database 11g
4 1 (1.89%) Oracle Database 12c
4 1 (1.89%) Oracle9i Database
4 1 (1.89%) RDBMS
4 1 (1.89%) Relational Database
4 1 (1.89%) SQL Server 2005
4 1 (1.89%) SQL Server 2012
Development Applications
1 3 (5.66%) Jenkins
2 2 (3.77%) Codeship
2 2 (3.77%) TeamCity
3 1 (1.89%) Git (software)
3 1 (1.89%) JIRA
3 1 (1.89%) Maven
3 1 (1.89%) Oracle APEX
General
1 14 (26.42%) Finance
2 3 (5.66%) Banking
3 2 (3.77%) Legal
4 1 (1.89%) Investment Banking
4 1 (1.89%) Telecoms
Job Titles
1 9 (16.98%) Architect
1 9 (16.98%) Cloud Architect
2 6 (11.32%) Applications Engineer
3 5 (9.43%) Senior Applications Engineer
4 4 (7.55%) Administrator
4 4 (7.55%) DBA
4 4 (7.55%) Systems Administrator
5 3 (5.66%) Analyst
5 3 (5.66%) Deployment Engineer
5 3 (5.66%) Developer
5 3 (5.66%) Infrastructure Engineer
5 3 (5.66%) IT Manager
5 3 (5.66%) Java Developer
5 3 (5.66%) Server Engineer
5 3 (5.66%) SQL DBA
5 3 (5.66%) Windows Engineer
6 2 (3.77%) Automation Engineer
6 2 (3.77%) Platform Engineer
6 2 (3.77%) Senior Automation Engineer
6 2 (3.77%) Support Engineer
Libraries, Frameworks & Software Standards
1 9 (16.98%) JSON
2 4 (7.55%) XML
3 3 (5.66%) Hibernate
3 3 (5.66%) JMS
3 3 (5.66%) SOAP
3 3 (5.66%) Spring
4 2 (3.77%) AngularJS
4 2 (3.77%) React
5 1 (1.89%) CSS
5 1 (1.89%) HTML
5 1 (1.89%) LDAP
5 1 (1.89%) Oracle GoldenGate
Miscellaneous
1 9 (16.98%) Analytical Skills
1 9 (16.98%) Enterprise Cloud
2 5 (9.43%) Data Centre
2 5 (9.43%) Management Information System
3 4 (7.55%) Greenfield Project
4 3 (5.66%) Clustering
4 3 (5.66%) Replication
5 1 (1.89%) iPhone
5 1 (1.89%) Mobile App
5 1 (1.89%) PMI
5 1 (1.89%) Public Cloud
Operating Systems
1 33 (62.26%) Windows
2 13 (24.53%) Linux
2 13 (24.53%) Windows Server
3 12 (22.64%) Unix
4 7 (13.21%) Red Hat Enterprise Linux
4 7 (13.21%) Windows Server 2008
5 6 (11.32%) Windows Server 2012
6 4 (7.55%) CentOS
6 4 (7.55%) Solaris
6 4 (7.55%) Windows 10
7 3 (5.66%) AIX
8 2 (3.77%) zOS
9 1 (1.89%) Windows 7
9 1 (1.89%) Windows Phone
9 1 (1.89%) Windows Server 2003
Processes & Methodologies
1 14 (26.42%) DevOps
2 12 (22.64%) Change Management
3 10 (18.87%) Business Analysis
3 10 (18.87%) Project Management
4 9 (16.98%) Time Management
5 8 (15.09%) ITIL
5 8 (15.09%) Service Delivery
6 7 (13.21%) Agile Software Development
6 7 (13.21%) Continuous Improvement
6 7 (13.21%) Task Automation
7 6 (11.32%) Root Cause Analysis
8 5 (9.43%) Mentoring
9 4 (7.55%) Business Intelligence
9 4 (7.55%) Configuration Management
9 4 (7.55%) Performance Management
9 4 (7.55%) Problem-Solving
9 4 (7.55%) SDLC
9 4 (7.55%) Stakeholder Management
10 3 (5.66%) OO
10 3 (5.66%) OOD
Programming Languages
1 18 (33.96%) Python
2 14 (26.42%) SQL
3 10 (18.87%) Bash Shell
4 8 (15.09%) Perl
5 5 (9.43%) Java
5 5 (9.43%) JavaScript
5 5 (9.43%) Ruby
6 4 (7.55%) T-SQL
6 4 (7.55%) VBScript
7 3 (5.66%) C#
7 3 (5.66%) Java 8
8 1 (1.89%) C++
8 1 (1.89%) PHP
8 1 (1.89%) PL/SQL
8 1 (1.89%) R
8 1 (1.89%) Shell Script
8 1 (1.89%) VB
Qualifications
1 2 (3.77%) Degree
1 2 (3.77%) SANS
2 1 (1.89%) CCNA
2 1 (1.89%) CEH
2 1 (1.89%) Cisco Certification
2 1 (1.89%) CISSP
2 1 (1.89%) GCIH
2 1 (1.89%) HND
2 1 (1.89%) ITIL Certification
2 1 (1.89%) MCSE
2 1 (1.89%) Microsoft Certification
2 1 (1.89%) PMI Certification
Quality Assurance & Compliance
1 2 (3.77%) SLA
2 1 (1.89%) GDPR
System Software
1 22 (41.51%) Active Directory
2 8 (15.09%) Hyper-V
3 4 (7.55%) VMware Infrastructure
4 2 (3.77%) Microsoft App-V
4 2 (3.77%) vCloud
4 2 (3.77%) VMware ESXi
5 1 (1.89%) Docker
5 1 (1.89%) vSphere
5 1 (1.89%) XenApp
Systems Management
1 12 (22.64%) Ansible
2 5 (9.43%) SCCM
3 4 (7.55%) Puppet
4 3 (5.66%) Microsoft Data Protection Manager
4 3 (5.66%) Norton AntiVirus
4 3 (5.66%) SCDPM
5 2 (3.77%) Backup Exec
5 2 (3.77%) Opscode Chef
5 2 (3.77%) SCOM
5 2 (3.77%) vCenter Server
6 1 (1.89%) Computer Emergency Response Teams
6 1 (1.89%) Computer Incident Response Team
6 1 (1.89%) CSIRT
6 1 (1.89%) Data Guard
6 1 (1.89%) Host Intrusion Detection System
6 1 (1.89%) Malwarebytes
6 1 (1.89%) Nagios
6 1 (1.89%) Oracle RMAN
6 1 (1.89%) Symantec Endpoint Protection
6 1 (1.89%) WMI
Vendors
1 23 (43.40%) Microsoft
2 7 (13.21%) VMware
3 5 (9.43%) Cisco
3 5 (9.43%) Oracle
3 5 (9.43%) Red Hat
4 4 (7.55%) Symantec
5 3 (5.66%) BMC
5 3 (5.66%) IDERA
5 3 (5.66%) Meraki
5 3 (5.66%) RedGate
5 3 (5.66%) SolarWinds
5 3 (5.66%) Veeam
5 3 (5.66%) Xero
6 2 (3.77%) AppDynamics
6 2 (3.77%) Sophos
6 2 (3.77%) Splunk
6 2 (3.77%) Twitter
7 1 (1.89%) McAfee
7 1 (1.89%) Mitel
7 1 (1.89%) Remedy