The table below looks at the statistics for Software Engineering skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Software Engineering over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Software Engineering
Rank 26 27 41
Rank change year-on-year
+1 +14
Permanent jobs citing Software Engineering 6550 7371 6599
As % of all permanent IT jobs located in the UK 7.21% 6.94% 5.75%
As % of the Processes & Methodologies category 8.19% 7.93% 6.71%
Number of salaries quoted 5616 6242 5638
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £75,000 £75,000 £65,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
80020 92993 98289
As % of all permanent IT jobs located in the UK 88.11% 87.55% 85.68%
Number of salaries quoted 65997 76776 80782
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Software Engineering
Jobs Demand Trend

The demand trend of job ads citing Software Engineering as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Software Engineering Jobs Demand Trend in the UK

Software Engineering
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Software Engineering within the UK.

Software Engineering Salary Trend in the UK

Software Engineering
Salary Histogram

This chart provides a salary histogram for IT jobs citing Software Engineering over the 3 months to 5 December 2016 within the UK.

Software Engineering Salary Histogram in the UK

Software Engineering
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Software Engineering within the UK over the 3 months to 5 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +1 6202 £50,000 +5.26% 1015
London +8 2444 £62,500 +4.16% 476
South East +3 1253 £47,000 +4.44% 156
East of England -2 635 £45,000 - 93
South West -4 546 £45,000 +5.88% 70
North West +10 410 £42,500 +6.25% 70
Yorkshire -2 363 £42,500 +6.25% 67
Manchester +9 312 £45,000 +5.88% 59
West Midlands -5 292 £40,750 +1.87% 38
Cambridgeshire -4 279 £50,000 +11.11% 60
Berkshire +13 275 £50,000 +5.26% 23
East Midlands -3 270 £40,000 - 34
Hampshire -7 255 £45,000 +5.88% 48
Cambridge -4 240 £50,000 +11.11% 53
West Yorkshire -3 236 £45,000 +5.88% 49
Surrey -12 224 £47,500 -5.00% 27
City of London -22 221 £60,000 -7.69% 81
Leeds -6 196 £45,000 +5.88% 36
Gloucestershire +2 185 £50,000 +17.64% 16
Oxfordshire +12 181 £45,000 - 22
Hertfordshire +19 173 £42,500 -5.55% 19
Scotland +10 170 £42,500 +1.19% 37
Bristol -11 158 £47,500 - 24
Nottinghamshire +11 126 £40,000 - 17
Nottingham +12 114 £50,000 +25.00% 17
Buckinghamshire +19 105 £42,500 +3.65% 17
West Sussex 0 103 £42,500 - 9
Birmingham +18 98 £40,250 +5.22% 12
Somerset +2 97 £40,000 +14.28% 14
Reading +27 92 £48,750 +8.33% 7

Software Engineering
Top 30 Related IT Skills

For the 6 months to 5 December 2016, IT jobs citing Software Engineering also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Software Engineering.

1 6456 (48.96%) Agile Software Development
2 5172 (39.22%) Java
3 4276 (32.43%) C#
4 4151 (31.48%) JavaScript
5 3712 (28.15%) Degree
6 3456 (26.21%) SQL
7 3411 (25.87%) .NET
8 3352 (25.42%) C++
9 3309 (25.09%) HTML
10 2751 (20.86%) Computer Science
11 2685 (20.36%) CSS
12 2664 (20.20%) TDD
13 2592 (19.66%) Linux
14 2565 (19.45%) Finance
15 2322 (17.61%) Python
16 2312 (17.53%) Scrum
17 2170 (16.46%) OO
18 1969 (14.93%) MVC
19 1926 (14.61%) SQL Server
20 1811 (13.73%) AngularJS
21 1784 (13.53%) ASP.NET
22 1676 (12.71%) C
23 1598 (12.12%) Web Services
24 1509 (11.44%) Continuous Integration
25 1503 (11.40%) Git (software)
26 1429 (10.84%) Windows
27 1425 (10.81%) HTML5
28 1379 (10.46%) jQuery
29 1250 (9.48%) Microsoft
30 1187 (9.00%) Spring

Software Engineering
Top Related IT Skills 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
1 505 (3.83%) Elasticsearch
2 386 (2.93%) Apache Spark
3 297 (2.25%) Tomcat
4 260 (1.97%) JBoss
5 258 (1.96%) Apache
6 189 (1.43%) CMS
7 179 (1.36%) WebSphere
8 163 (1.24%) IIS
9 160 (1.21%) WebLogic
10 151 (1.15%) SharePoint
11 138 (1.05%) Apache Pig
12 136 (1.03%) Confluence
13 121 (0.92%) Apache Solr
14 114 (0.86%) Oracle SOA Suite
15 76 (0.58%) Umbraco
16 71 (0.54%) nginx
17 67 (0.51%) OpenStack
18 56 (0.42%) Adobe Experience Manager
19 43 (0.33%) Drupal
20 39 (0.30%) WordPress
Applications
1 608 (4.61%) MS Excel
2 86 (0.65%) Photoshop
3 68 (0.52%) MS Office
4 30 (0.23%) Adobe Illustrator
5 25 (0.19%) GNU Octave
6 24 (0.18%) OmniGraffle
7 21 (0.16%) Simulink
8 20 (0.15%) Spreadsheet
9 16 (0.12%) MS PowerPoint
10 15 (0.11%) MS Visio
11 12 (0.091%) Adobe Creative Suite
12 8 (0.061%) MS Project
13 7 (0.053%) HipChat
13 7 (0.053%) TargetLink
14 6 (0.045%) Doxygen
14 6 (0.045%) InVision
14 6 (0.045%) SOLIDWORKS
15 5 (0.038%) SPSS
16 4 (0.030%) CATIA
17 3 (0.023%) AutoCAD
Business Applications
1 75 (0.57%) SAP Oil and Gas
2 39 (0.30%) Dynamics AX
3 37 (0.28%) Oracle BPM
4 36 (0.27%) Visualfiles
5 34 (0.26%) Dynamics CRM
6 19 (0.14%) Sentinel
7 17 (0.13%) IBM Operational Decision Manager
8 16 (0.12%) Magento
9 14 (0.11%) Payment Gateway
10 11 (0.083%) Summit
11 9 (0.068%) Oracle EBS
12 8 (0.061%) nopCommerce
12 8 (0.061%) Radian6
13 7 (0.053%) LabWindows
13 7 (0.053%) SAP CRM
14 6 (0.045%) Dynamics GP
15 4 (0.030%) ENOVIA
15 4 (0.030%) FLEXCUBE
15 4 (0.030%) Temenos T24
16 3 (0.023%) OpenText MBPM
Cloud Services
1 1062 (8.05%) Amazon AWS
2 569 (4.31%) Microsoft Azure
3 373 (2.83%) SaaS
4 246 (1.87%) GitHub
5 185 (1.40%) Amazon EC2
6 179 (1.36%) PaaS
7 172 (1.30%) Cloud Computing
8 130 (0.99%) IaaS
9 82 (0.62%) Google Cloud Platform
10 68 (0.52%) Amazon S3
11 46 (0.35%) Office 365
12 30 (0.23%) Adobe Analytics
13 25 (0.19%) AWS CloudFormation
13 25 (0.19%) Heroku
14 23 (0.17%) Google App Engine
14 23 (0.17%) iTunes
15 21 (0.16%) Amazon ELB
15 21 (0.16%) Slack
16 20 (0.15%) Amazon CloudWatch
16 20 (0.15%) G Suite
Communications & Networking
1 368 (2.79%) TCP/IP
2 318 (2.41%) HTTP
3 295 (2.24%) Internet
4 124 (0.94%) Firewall
5 120 (0.91%) Wireless
6 94 (0.71%) Ethernet
7 89 (0.67%) Wi-Fi
8 80 (0.61%) Bluetooth
9 65 (0.49%) RS-485
10 64 (0.49%) DNS
10 64 (0.49%) SSL
11 62 (0.47%) RS-232
12 57 (0.43%) WAN
13 54 (0.41%) LDAP
14 53 (0.40%) HTTPS
15 46 (0.35%) Intranet
16 42 (0.32%) Network Security
17 41 (0.31%) SMTP
18 34 (0.26%) Multicast
18 34 (0.26%) SAN
Database & Business Intelligence
1 1926 (14.61%) SQL Server
2 1104 (8.37%) NoSQL
3 1065 (8.08%) MySQL
4 932 (7.07%) MongoDB
5 899 (6.82%) Big Data
6 752 (5.70%) Relational Database
7 605 (4.59%) Hadoop
8 362 (2.75%) Apache Cassandra
9 360 (2.73%) PostgreSQL
10 255 (1.93%) RDBMS
11 201 (1.52%) Redis
12 195 (1.48%) Apache Hive
13 185 (1.40%) Oracle Database
14 156 (1.18%) Data Warehouse
15 142 (1.08%) SQL Server 2012
16 127 (0.96%) SQL Server Integration Services
17 126 (0.96%) Neo4j
18 115 (0.87%) SQL Server 2008
19 102 (0.77%) HBase
20 98 (0.74%) SQL Server Reporting Services
Development Applications
1 1503 (11.40%) Git (software)
2 829 (6.29%) Jenkins
3 639 (4.85%) Visual Studio
4 611 (4.63%) Subversion
5 504 (3.82%) Team Foundation Server
6 489 (3.71%) JIRA
6 489 (3.71%) Selenium
7 478 (3.62%) JUnit
8 440 (3.34%) Maven
9 310 (2.35%) Cucumber
10 224 (1.70%) NUnit
11 197 (1.49%) TeamCity
12 177 (1.34%) Eclipse
13 161 (1.22%) Jasmine
14 155 (1.18%) Grunt
15 150 (1.14%) gulp
16 141 (1.07%) Atlassian Bamboo
17 123 (0.93%) Gradle
18 121 (0.92%) WebDriver
19 118 (0.89%) Ant
General
1 2565 (19.45%) Finance
2 646 (4.90%) Telecoms
3 605 (4.59%) Banking
4 592 (4.49%) Retail
5 541 (4.10%) Games
6 472 (3.58%) Electronics
7 369 (2.80%) Marketing
8 257 (1.95%) Manufacturing
9 256 (1.94%) Automotive
10 166 (1.26%) Publishing
11 159 (1.21%) Aerospace
12 147 (1.11%) Advertising
13 136 (1.03%) Front Office
14 130 (0.99%) Investment Banking
15 121 (0.92%) Financial Institution
16 114 (0.86%) Law
17 110 (0.83%) Back Office
18 94 (0.71%) Legal
19 85 (0.64%) Pharmaceutical
20 77 (0.58%) Military
Job Titles
1 6099 (46.25%) Developer
2 5039 (38.21%) Software Engineer
3 1837 (13.93%) Java Developer
4 1468 (11.13%) C# Developer
5 1430 (10.84%) .NET Developer
6 1357 (10.29%) Software Developer
7 1185 (8.99%) Java Engineer
8 1147 (8.70%) Senior Developer
9 1121 (8.50%) C# .NET Developer
10 1060 (8.04%) Senior Software Engineer
11 1002 (7.60%) Java Software Engineer
12 868 (6.58%) Developer/Software Engineer
13 814 (6.17%) C++ Software Engineer
14 790 (5.99%) C# Software Engineer
15 622 (4.72%) C# Software Developer
16 615 (4.66%) .NET Software Engineer
17 594 (4.50%) Graduate
18 591 (4.48%) Embedded Engineer
19 588 (4.46%) .NET Software Developer
20 548 (4.16%) C++ Developer
Libraries, Frameworks & Software Standards
1 3411 (25.87%) .NET
2 3309 (25.09%) HTML
3 2685 (20.36%) CSS
4 1811 (13.73%) AngularJS
5 1784 (13.53%) ASP.NET
6 1598 (12.12%) Web Services
7 1425 (10.81%) HTML5
8 1379 (10.46%) jQuery
9 1187 (9.00%) Spring
10 1145 (8.68%) Node.js
11 1012 (7.67%) REST
12 1001 (7.59%) XML
13 842 (6.39%) ASP.NET MVC
14 786 (5.96%) CSS3
15 784 (5.95%) RESTful
16 701 (5.32%) J2EE
17 691 (5.24%) WCF
18 644 (4.88%) .NET Framework
19 611 (4.63%) SOAP
20 606 (4.60%) JSON
Miscellaneous
1 2751 (20.86%) Computer Science
2 945 (7.17%) Mathematics
3 862 (6.54%) Algorithms
4 802 (6.08%) Analytical Skills
5 541 (4.10%) User Experience
6 441 (3.34%) Physics
7 426 (3.23%) Mobile App
8 421 (3.19%) Enterprise Software
9 388 (2.94%) Data Structures
10 327 (2.48%) Fintech
11 309 (2.34%) Visualisation
12 279 (2.12%) Data Centre
13 265 (2.01%) Embedded Systems
14 220 (1.67%) Hedge funds
15 206 (1.56%) Client/Server
16 185 (1.40%) Management Information System
17 164 (1.24%) Artificial Intelligence
18 149 (1.13%) Device Driver
19 146 (1.11%) Foreign Exchange (FX)
20 145 (1.10%) Statistics
Operating Systems
1 2592 (19.66%) Linux
2 1429 (10.84%) Windows
3 867 (6.57%) Unix
4 538 (4.08%) Android
5 471 (3.57%) Apple iOS
6 164 (1.24%) Embedded Linux
7 98 (0.74%) Windows Server
8 85 (0.64%) Mac OS X
9 63 (0.48%) Ubuntu
10 45 (0.34%) CentOS
11 42 (0.32%) Mac OS
12 41 (0.31%) VxWorks
13 40 (0.30%) Red Hat Enterprise Linux
14 35 (0.27%) Windows Server 2008
15 30 (0.23%) Solaris
16 29 (0.22%) Windows Phone
17 24 (0.18%) Windows CE
18 22 (0.17%) Windows 7
19 21 (0.16%) AIX
19 21 (0.16%) Windows Server 2003
Processes & Methodologies
1 6456 (48.96%) Agile Software Development
2 2664 (20.20%) TDD
3 2312 (17.53%) Scrum
4 2170 (16.46%) OO
5 1969 (14.93%) MVC
6 1509 (11.44%) Continuous Integration
7 1130 (8.57%) BDD
8 1086 (8.24%) Web Development
9 1079 (8.18%) SDLC
10 1071 (8.12%) Multithreading
11 983 (7.45%) Open Source
12 973 (7.38%) Mentoring
13 956 (7.25%) DevOps
14 929 (7.04%) OOP
15 835 (6.33%) E-Commerce
16 795 (6.03%) Microservices
17 789 (5.98%) Unit Testing
18 656 (4.97%) Analytics
19 605 (4.59%) SOA
20 540 (4.09%) Automated Testing
Programming Languages
1 5172 (39.22%) Java
2 4276 (32.43%) C#
3 4151 (31.48%) JavaScript
4 3456 (26.21%) SQL
5 3352 (25.42%) C++
6 2322 (17.61%) Python
7 1676 (12.71%) C
8 830 (6.29%) Scala
9 816 (6.19%) Ruby
10 814 (6.17%) PHP
11 503 (3.81%) T-SQL
12 459 (3.48%) Perl
13 376 (2.85%) Embedded C
14 326 (2.47%) Bash Shell
15 309 (2.34%) PL/SQL
16 292 (2.21%) Objective-C
17 277 (2.10%) VB.NET
18 234 (1.77%) TypeScript
19 231 (1.75%) Go
20 223 (1.69%) Embedded C++
Qualifications
1 3712 (28.15%) Degree
2 662 (5.02%) Security Cleared
3 318 (2.41%) PhD
4 272 (2.06%) DV Cleared
5 267 (2.02%) SC Cleared
6 141 (1.07%) Microsoft Certification
7 132 (1.00%) ISEB
8 126 (0.96%) PMP
9 110 (0.83%) PMI Certification
10 85 (0.64%) ISTQB
11 81 (0.61%) Cisco Certification
12 73 (0.55%) CCNA
13 65 (0.49%) CISSP
14 59 (0.45%) MCSE
15 48 (0.36%) Network+ Certification
16 47 (0.36%) GIAC
17 46 (0.35%) SANS
18 45 (0.34%) Linux+ Certification
19 44 (0.33%) SSCP
20 42 (0.32%) HND
Quality Assurance & Compliance
1 715 (5.42%) QA
2 107 (0.81%) ISO 9001
3 66 (0.50%) MISRA
4 64 (0.49%) SDET
5 53 (0.40%) SLA
6 46 (0.35%) PCI DSS
7 41 (0.31%) ISO13485
8 34 (0.26%) ISO/IEC 27001
9 29 (0.22%) MISRA C
10 28 (0.21%) DICOM
11 19 (0.14%) DO-178B
11 19 (0.14%) GCP
12 18 (0.14%) IEC 61508
13 17 (0.13%) WCAG
14 16 (0.12%) JTAG
15 15 (0.11%) Data Quality
15 15 (0.11%) MiFID
16 13 (0.099%) ISO 14001
17 9 (0.068%) ISO 9000
18 8 (0.061%) TickIT
System Software
1 533 (4.04%) Docker
2 180 (1.36%) Firmware
3 173 (1.31%) VMware Infrastructure
4 126 (0.96%) Virtual Machines
5 85 (0.64%) HDFS
6 53 (0.40%) Hyper-V
7 51 (0.39%) Active Directory
8 43 (0.33%) Apache ZooKeeper
9 25 (0.19%) Apache Flume
9 25 (0.19%) NFS
9 25 (0.19%) vSphere
10 19 (0.14%) VMware ESX
11 17 (0.13%) VirtualBox
11 17 (0.13%) VMware ESXi
12 15 (0.11%) Kamailio
13 13 (0.099%) Xen
14 9 (0.068%) KVM
14 9 (0.068%) OpenSIPS
14 9 (0.068%) Virtual Servers
15 7 (0.053%) LXC
Systems Management
1 323 (2.45%) Puppet
2 228 (1.73%) Ansible
2 228 (1.73%) Opscode Chef
3 117 (0.89%) Kubernetes
4 73 (0.55%) SCVMM
5 64 (0.49%) Mesos
6 57 (0.43%) Grafana
6 57 (0.43%) Terraform
7 46 (0.35%) Graphite
7 46 (0.35%) HP Quality Center
8 32 (0.24%) Kibana
9 27 (0.20%) Oozie
10 26 (0.20%) logstash
10 26 (0.20%) Salt
11 24 (0.18%) Nagios
12 22 (0.17%) Hadoop YARN
13 21 (0.16%) Packer
13 21 (0.16%) rkt
14 20 (0.15%) Rancher
15 19 (0.14%) vRealize
Vendors
1 1250 (9.48%) Microsoft
2 1139 (8.64%) Oracle
3 266 (2.02%) IBM
4 238 (1.80%) VMware
5 235 (1.78%) Google
6 186 (1.41%) SAP
7 151 (1.15%) Cisco
8 145 (1.10%) HP
9 126 (0.96%) Atlassian
10 120 (0.91%) Adobe
11 103 (0.78%) Salesforce.com
12 102 (0.77%) Red Hat
13 97 (0.74%) CheckPoint
14 91 (0.69%) EMC
15 76 (0.58%) Juniper
16 75 (0.57%) Apple
17 74 (0.56%) Zend
18 67 (0.51%) Sophos
19 66 (0.50%) Sybase
20 59 (0.45%) TIBCO
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