Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Windows PowerShell
Cambridgeshire > Cambridge
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 104 146 101
Rank change year-on-year +42 -45 +27
Permanent jobs citing PowerShell 43 33 46
As % of all permanent IT jobs advertised in Cambridge 2.00% 1.21% 2.01%
As % of the Programming Languages category 2.91% 1.58% 2.92%
Number of salaries quoted 32 27 40
Cambridge median annual salary £45,000 £54,000 £40,000
Median salary % change year-on-year -16.67% +35.00% -10.11%
10th Percentile £31,250 £35,000 £27,450
90th Percentile £60,000 £58,750 £50,000
Cambridgeshire median annual salary £42,500 £53,250 £40,000
% change year-on-year -20.19% +33.13% -

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 Cambridge with a requirement for coding skills.

All Programming Languages
Cambridge
Permanent vacancies with a requirement for coding skills 1,476 2,093 1,573
As % of all permanent IT jobs advertised in Cambridge 68.52% 76.98% 68.87%
Number of salaries quoted 1,209 1,692 1,364
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +2.27%
10th Percentile £31,250 £29,750 £26,750
90th Percentile £72,500 £71,250 £65,000
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.51%

PowerShell
Job Vacancy Trend in Cambridge

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

Job vacancy trend for PowerShell in Cambridge

PowerShell
Salary Trend in Cambridge

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

Salary trend for PowerShell in Cambridge

PowerShell
Salary Histogram in Cambridge

The salary distribution of IT jobs citing PowerShell in Cambridge over the 6 months to 21 October 2018.

Salary histogram for PowerShell in Cambridge

For the 6 months to 21 October 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 Cambridge region with a requirement for PowerShell.

1 31 (72.09%) Windows
2 28 (65.12%) SQL Server
3 26 (60.47%) Microsoft
4 22 (51.16%) Active Directory
5 21 (48.84%) SQL
5 21 (48.84%) Python
6 19 (44.19%) VMware
7 18 (41.86%) DNS
7 18 (41.86%) Amazon AWS
8 16 (37.21%) Microsoft Azure
9 15 (34.88%) Bash Shell
9 15 (34.88%) Windows Server
9 15 (34.88%) Linux
9 15 (34.88%) Web Services
10 14 (32.56%) DevOps
10 14 (32.56%) Windows Server 2012
11 12 (27.91%) WorldPay
11 12 (27.91%) JavaScript
12 11 (25.58%) .NET
12 11 (25.58%) TCP/IP
12 11 (25.58%) Project Management
12 11 (25.58%) High Availability
12 11 (25.58%) VMware Infrastructure
12 11 (25.58%) Infrastructure Engineering
13 10 (23.26%) Puppet
13 10 (23.26%) Opscode Chef
13 10 (23.26%) Ansible
13 10 (23.26%) Firewall
13 10 (23.26%) Cisco
14 9 (20.93%) BMC

PowerShell
Co-occurring IT Skills in Cambridge 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 8 (18.60%) IIS
2 6 (13.95%) Confluence
2 6 (13.95%) OpenStack
2 6 (13.95%) WebLogic
2 6 (13.95%) WebSphere
3 3 (6.98%) Apache
3 3 (6.98%) JBoss
3 3 (6.98%) MS Exchange
4 2 (4.65%) SharePoint
4 2 (4.65%) SharePoint 2013
5 1 (2.33%) Exchange Server 2013
5 1 (2.33%) Traefik
Applications
1 2 (4.65%) Microsoft Excel
Business Applications
1 6 (13.95%) Documaker
Cloud Services
1 18 (41.86%) Amazon AWS
2 16 (37.21%) Microsoft Azure
3 6 (13.95%) GitHub
3 6 (13.95%) IaaS
4 5 (11.63%) SaaS
5 2 (4.65%) Azure Data Factory
5 2 (4.65%) Office 365
Communications & Networking
1 18 (41.86%) DNS
2 11 (25.58%) TCP/IP
3 10 (23.26%) Firewall
4 8 (18.60%) DHCP
5 6 (13.95%) BGP
5 6 (13.95%) Cisco IOS
5 6 (13.95%) Cisco Nexus
5 6 (13.95%) FTP
5 6 (13.95%) HTTP
5 6 (13.95%) HTTPS
5 6 (13.95%) ICMP
5 6 (13.95%) IMAP
5 6 (13.95%) IPsec
5 6 (13.95%) OpenVPN
5 6 (13.95%) POP3
5 6 (13.95%) SMTP
5 6 (13.95%) SNMP
5 6 (13.95%) SSH
5 6 (13.95%) SSL
5 6 (13.95%) WPA2
Database & Business Intelligence
1 28 (65.12%) SQL Server
2 6 (13.95%) MongoDB
2 6 (13.95%) Oracle Database
3 4 (9.30%) SQL Server Integration Services
4 3 (6.98%) SQL Server 2008
4 3 (6.98%) SQL Server 2012
4 3 (6.98%) SQL Server Reporting Services
5 2 (4.65%) Azure SQL Database
5 2 (4.65%) Data Lake
5 2 (4.65%) Microsoft Analysis Services
5 2 (4.65%) Power BI
5 2 (4.65%) PowerPivot
5 2 (4.65%) SQL Server 2005
5 2 (4.65%) SQL Server Analysis Services
6 1 (2.33%) GIS
6 1 (2.33%) MySQL
6 1 (2.33%) Relational Database
Development Applications
1 8 (18.60%) Git (software)
2 6 (13.95%) Gerrit
2 6 (13.95%) JIRA
2 6 (13.95%) Sonatype Nexus
3 4 (9.30%) Jenkins
4 2 (4.65%) Visual Studio
5 1 (2.33%) Ant
5 1 (2.33%) NUnit
5 1 (2.33%) Octopus Deploy
5 1 (2.33%) Ranorex
5 1 (2.33%) Selenium
5 1 (2.33%) SpecFlow
5 1 (2.33%) Subversion
5 1 (2.33%) WebDriver
General
1 8 (18.60%) Finance
2 1 (2.33%) Manufacturing
2 1 (2.33%) Marketing
2 1 (2.33%) Retail
Job Titles
1 11 (25.58%) Infrastructure Engineer
1 11 (25.58%) Support Engineer
2 9 (20.93%) DevOps Engineer
3 7 (16.28%) Cloud Engineer
4 6 (13.95%) Senior DevOps
4 6 (13.95%) Senior DevOps Engineer
5 5 (11.63%) Senior Cloud Engineer
5 5 (11.63%) Senior Support Engineer
5 5 (11.63%) Windows Engineer
5 5 (11.63%) Windows Support Engineer
6 4 (9.30%) Administrator
6 4 (9.30%) Applications Engineer
6 4 (9.30%) Applications Support
6 4 (9.30%) Applications Support Engineer
6 4 (9.30%) Cloud Infrastructure Engineer
6 4 (9.30%) Developer
6 4 (9.30%) Infrastructure Support Engineer
6 4 (9.30%) Senior Infrastructure Engineer
6 4 (9.30%) Senior Infrastructure Support Engineer
6 4 (9.30%) Senior Windows Engineer
Libraries, Frameworks & Software Standards
1 15 (34.88%) Web Services
2 11 (25.58%) .NET
3 9 (20.93%) Middleware
4 6 (13.95%) RESTful
4 6 (13.95%) SOAP
4 6 (13.95%) YAML
5 3 (6.98%) HTML
6 2 (4.65%) CSS
6 2 (4.65%) HTML5
6 2 (4.65%) jQuery
6 2 (4.65%) JSON
6 2 (4.65%) LINQ
6 2 (4.65%) REST
6 2 (4.65%) XML
6 2 (4.65%) XSLT
7 1 (2.33%) .NET Framework
7 1 (2.33%) AngularJS
7 1 (2.33%) OAuth
7 1 (2.33%) OpenID
7 1 (2.33%) RxJS
Miscellaneous
1 9 (20.93%) Public Cloud
2 5 (11.63%) iPhone
3 3 (6.98%) Data Centre
3 3 (6.98%) Linux Command Line
4 2 (4.65%) Clustering
4 2 (4.65%) Replication
5 1 (2.33%) Algorithms
5 1 (2.33%) Computer Science
5 1 (2.33%) Enterprise Software
5 1 (2.33%) Life Science
5 1 (2.33%) Management Information System
Operating Systems
1 31 (72.09%) Windows
2 15 (34.88%) Linux
2 15 (34.88%) Windows Server
3 14 (32.56%) Windows Server 2012
4 9 (20.93%) Windows Server 2008
5 6 (13.95%) Android
5 6 (13.95%) CentOS
5 6 (13.95%) Red Hat Enterprise Linux
5 6 (13.95%) Solaris
6 3 (6.98%) Unix
7 2 (4.65%) Mac OS
7 2 (4.65%) Windows Server 2003
8 1 (2.33%) Data ONTAP
8 1 (2.33%) Windows 7
Processes & Methodologies
1 14 (32.56%) DevOps
2 11 (25.58%) High Availability
2 11 (25.58%) Infrastructure Engineering
2 11 (25.58%) Project Management
3 7 (16.28%) Capacity Planning
4 6 (13.95%) Application Performance Monitoring
4 6 (13.95%) Disaster Recovery
4 6 (13.95%) Integration Testing
4 6 (13.95%) Network Monitoring
4 6 (13.95%) Performance Monitoring
4 6 (13.95%) Release Management
4 6 (13.95%) Root Cause Analysis
4 6 (13.95%) Runbook
4 6 (13.95%) SDLC
4 6 (13.95%) Test Automation
5 5 (11.63%) Agile Software Development
5 5 (11.63%) Configuration Management
5 5 (11.63%) Continuous Integration
5 5 (11.63%) CRM
6 4 (9.30%) ITIL
Programming Languages
1 21 (48.84%) Python
1 21 (48.84%) SQL
2 15 (34.88%) Bash Shell
3 12 (27.91%) JavaScript
4 7 (16.28%) PHP
5 6 (13.95%) C#
6 3 (6.98%) Ruby
7 2 (4.65%) C++
7 2 (4.65%) Data Analysis Expressions (DAX)
7 2 (4.65%) T-SQL
8 1 (2.33%) Java
Qualifications
1 5 (11.63%) Degree
2 2 (4.65%) Computer Science Degree
2 2 (4.65%) Numerate Degree
Quality Assurance & Compliance
1 4 (9.30%) QA
System Software
1 22 (51.16%) Active Directory
2 11 (25.58%) VMware Infrastructure
3 8 (18.60%) Docker
3 8 (18.60%) Hyper-V
4 7 (16.28%) VirtualBox
5 6 (13.95%) Samba
6 4 (9.30%) vSphere
7 3 (6.98%) Virtual Desktop
7 3 (6.98%) Virtual Servers
8 1 (2.33%) KVM
8 1 (2.33%) Xen
8 1 (2.33%) XenApp
Systems Management
1 10 (23.26%) Ansible
1 10 (23.26%) Opscode Chef
1 10 (23.26%) Puppet
2 9 (20.93%) vRealize
3 6 (13.95%) Nagios
3 6 (13.95%) Rancher
3 6 (13.95%) Sysdig
4 3 (6.98%) vCenter Server
5 2 (4.65%) Terraform
6 1 (2.33%) Kubernetes
6 1 (2.33%) Systems Management Server (SMS)
Vendors
1 26 (60.47%) Microsoft
2 19 (44.19%) VMware
3 12 (27.91%) WorldPay
4 10 (23.26%) Cisco
5 9 (20.93%) AppDynamics
5 9 (20.93%) BMC
5 9 (20.93%) Splunk
6 8 (18.60%) ServiceNow
7 6 (13.95%) HP
7 6 (13.95%) IBM
7 6 (13.95%) Intel
7 6 (13.95%) New Relic
7 6 (13.95%) Oracle
7 6 (13.95%) Red Hat
8 5 (11.63%) Citrix
8 5 (11.63%) Salesforce.com
8 5 (11.63%) Samsung
8 5 (11.63%) Veeam
9 4 (9.30%) Fortinet
10 3 (6.98%) F5