Period
to 17 January 2019

The table below looks at the prevalence of the term Military in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Military over the 6 months to 17 January 2019 with a comparison to the same period over the previous 2 years.

Military
UK
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 656 815 803
Rank change year-on-year +159 -12 +54
Permanent jobs citing Military 503 372 399
As % of all permanent IT jobs advertised in the UK 0.33% 0.21% 0.22%
As % of the General category 0.85% 0.50% 0.53%
Number of salaries quoted 339 262 296
UK median annual salary £57,500 £40,000 £43,000
Median salary % change year-on-year +43.75% -6.98% -4.44%
10th Percentile £32,500 £24,000 £28,750
90th Percentile £98,000 £66,250 £62,500
UK excluding London median annual salary £46,500 £40,000 £42,500
% change year-on-year +16.25% -5.88% -5.56%

Military is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for common skills.

All General Skills
UK
Permanent vacancies with a requirement for common skills 59,227 74,047 75,360
As % of all permanent IT jobs advertised in the UK 39.18% 42.75% 42.37%
Number of salaries quoted 45,255 55,915 60,972
UK median annual salary £55,000 £52,000 £50,000
Median salary % change year-on-year +5.77% +4.00% -
10th Percentile £30,500 £30,000 £28,750
90th Percentile £90,000 £85,000 £85,000
UK excluding London median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +3.49%

Military
Job Vacancy Trend

Job postings citing Military as a percentage of all IT jobs advertised.

Job vacancy trend for Military in the UK

Military
Salary Trend

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

Salary trend for Military in the UK

Military
Salary Histogram

The salary distribution of IT jobs citing Military over the 6 months to 17 January 2019.

Salary histogram for Military in the UK

Military
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Military within the UK over the 6 months to 17 January 2019. 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
England +181 463 £60,000 +50.00% 195
UK excluding London +73 302 £46,500 +16.25% 183
London +157 180 £80,000 +100.00% 33
South East +62 124 £50,000 -16.67% 60
South West +56 100 £50,000 +25.00% 44
North of England +5 34 £35,000 - 12
North West +36 29 £42,500 +41.67% 8
Scotland +9 18 £35,000 +25.00% 6
East of England +4 16 £38,250 +19.53% 37
Midlands +32 12 £37,500 +13.64% 12
West Midlands +45 7 £41,250 +25.00% 8
East Midlands +13 5 £25,000 +47.06% 4
Yorkshire -11 5 £18,000 -48.57% 3
Wales +8 3 £50,000 +52.63% 14

For the 6 months to 17 January 2019, IT jobs citing Military 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 with a requirement for Military.

1 167 (33.20%) Python
2 166 (33.00%) Software Engineering
3 163 (32.41%) Big Data
4 154 (30.62%) Security Cleared
5 151 (30.02%) Law
6 150 (29.82%) Machine Learning
7 140 (27.83%) SC Cleared
8 136 (27.04%) Agile Software Development
9 128 (25.45%) Hadoop
10 124 (24.65%) Degree
11 121 (24.06%) Java
12 117 (23.26%) Apache Spark
13 99 (19.68%) NoSQL
14 96 (19.09%) Amazon AWS
15 93 (18.49%) C
16 87 (17.30%) Kafka
17 83 (16.50%) SQL
18 82 (16.30%) DevOps
19 75 (14.91%) Scala
20 65 (12.92%) C++
20 65 (12.92%) Data Modelling
20 65 (12.92%) Google Cloud Platform
21 64 (12.72%) Linux
21 64 (12.72%) Microsoft Azure
21 64 (12.72%) Mathematics
22 61 (12.13%) Cybersecurity
23 58 (11.53%) Apache Pig
23 58 (11.53%) Continuous Integration
23 58 (11.53%) Electronics
24 57 (11.33%) Artificial Intelligence

Military
Co-occurring 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
1 117 (23.26%) Apache Spark
2 58 (11.53%) Apache Pig
3 14 (2.78%) Elasticsearch
4 13 (2.58%) Apache
5 9 (1.79%) IIS
6 8 (1.59%) Apache Airflow
7 7 (1.39%) SharePoint
8 6 (1.19%) Luigi
9 5 (0.99%) Confluence
10 4 (0.80%) BizTalk Server
10 4 (0.80%) MS Exchange
11 3 (0.60%) CMS
11 3 (0.60%) Moodle
11 3 (0.60%) Tomcat
12 2 (0.40%) Captiva
12 2 (0.40%) Documentum
13 1 (0.20%) Cloud Foundry
13 1 (0.20%) Exchange Server 2003
13 1 (0.20%) OpenStack
13 1 (0.20%) SharePoint Server
Applications
1 25 (4.97%) MS Visio
2 22 (4.37%) Microsoft Office
3 13 (2.58%) Microsoft Excel
4 6 (1.19%) Microsoft PowerPoint
5 5 (0.99%) InDesign
5 5 (0.99%) Photoshop
6 3 (0.60%) Adobe After Effects
6 3 (0.60%) Adobe Captivate
6 3 (0.60%) Adobe Premiere
7 2 (0.40%) Adobe Creative Suite
7 2 (0.40%) Adobe Illustrator
7 2 (0.40%) Simulink
8 1 (0.20%) Microsoft Project
8 1 (0.20%) Spreadsheet
8 1 (0.20%) SPSS
Business Applications
1 6 (1.19%) Dynamics CRM
Cloud Services
1 96 (19.09%) Amazon AWS
2 65 (12.92%) Google Cloud Platform
3 64 (12.72%) Microsoft Azure
4 19 (3.78%) Amazon SQS
4 19 (3.78%) AWS Lambda
4 19 (3.78%) Serverless
5 10 (1.99%) SaaS
6 9 (1.79%) Cloud Computing
7 7 (1.39%) Amazon SageMaker
8 6 (1.19%) Dynamics 365
8 6 (1.19%) Office 365
9 2 (0.40%) CloudFront
9 2 (0.40%) GitHub
9 2 (0.40%) IaaS
9 2 (0.40%) PaaS
10 1 (0.20%) AWS CloudFormation
10 1 (0.20%) Azure Machine Learning
10 1 (0.20%) Datadog
Communications & Networking
1 26 (5.17%) Firewall
2 12 (2.39%) TCP/IP
3 9 (1.79%) Internet
3 9 (1.79%) Intrusion Detection
3 9 (1.79%) SAN
4 8 (1.59%) Link 16
4 8 (1.59%) Link 22
4 8 (1.59%) NAS
4 8 (1.59%) Tactical Data Link
5 6 (1.19%) DNS
5 6 (1.19%) MQTT
6 5 (0.99%) LAN
6 5 (0.99%) Network Security
6 5 (0.99%) VPN
6 5 (0.99%) WAN
7 4 (0.80%) DHCP
7 4 (0.80%) Software-Defined Networking
7 4 (0.80%) VLAN
7 4 (0.80%) Wireless
8 3 (0.60%) Sourcefire
Database & Business Intelligence
1 163 (32.41%) Big Data
2 128 (25.45%) Hadoop
3 99 (19.68%) NoSQL
4 47 (9.34%) Apache Hive
5 41 (8.15%) HBase
6 35 (6.96%) MongoDB
7 34 (6.76%) Apache Cassandra
8 25 (4.97%) Sqoop
9 23 (4.57%) GIS
10 21 (4.17%) MySQL
11 19 (3.78%) Amazon DynamoDB
11 19 (3.78%) BigQuery
12 18 (3.58%) Amazon Redshift
12 18 (3.58%) Spotfire
13 17 (3.38%) Apache Kudu
14 16 (3.18%) Relational Database
15 15 (2.98%) DTS
15 15 (2.98%) Power BI
15 15 (2.98%) RDBMS
16 14 (2.78%) Data Mining
Development Applications
1 38 (7.55%) Git (software)
2 36 (7.16%) JIRA
3 28 (5.57%) Rational DOORS
4 27 (5.37%) Maven
5 15 (2.98%) Ant
5 15 (2.98%) Gradle
6 14 (2.78%) Jenkins
7 13 (2.58%) Bitbucket
8 10 (1.99%) Atlassian Bamboo
8 10 (1.99%) JIRA Agile
8 10 (1.99%) Visual Studio
9 7 (1.39%) Eclipse
10 4 (0.80%) webpack
11 2 (0.40%) Rational Rhapsody
11 2 (0.40%) Subversion
12 1 (0.20%) JUnit
12 1 (0.20%) LabVIEW
12 1 (0.20%) Vagrant
General
1 151 (30.02%) Law
2 58 (11.53%) Electronics
3 47 (9.34%) Aerospace
4 46 (9.15%) Finance
5 29 (5.77%) Legal
6 24 (4.77%) Telecoms
7 23 (4.57%) Marketing
8 16 (3.18%) Manufacturing
9 15 (2.98%) Multimedia
10 6 (1.19%) Avionics
11 5 (0.99%) Automotive
11 5 (0.99%) Local Government
12 3 (0.60%) Publishing
13 2 (0.40%) Billing
14 1 (0.20%) Advertising
14 1 (0.20%) Back Office
14 1 (0.20%) Banking
14 1 (0.20%) Games
14 1 (0.20%) Retail
Job Titles
1 96 (19.09%) Software Engineer
2 76 (15.11%) Data Engineer
3 56 (11.13%) Architect
3 56 (11.13%) Big Data Engineer
4 44 (8.75%) Hadoop Engineer
5 42 (8.35%) Developer
6 39 (7.75%) Systems Engineer
7 35 (6.96%) Python Engineer
8 29 (5.77%) Big Data Architect
8 29 (5.77%) Data Architect
9 24 (4.77%) Analyst
10 23 (4.57%) Graduate
11 19 (3.78%) Machine Learning Engineer
12 17 (3.38%) Field Engineer
13 16 (3.18%) Graduate Software Engineer
14 14 (2.78%) Junior
14 14 (2.78%) Security Engineer
14 14 (2.78%) Senior Data Engineer
14 14 (2.78%) Senior Software Engineer
15 13 (2.58%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 87 (17.30%) Kafka
2 36 (7.16%) Apache NiFi
3 32 (6.36%) Boost C++ Libraries
4 23 (4.57%) AngularJS
4 23 (4.57%) React
4 23 (4.57%) Web Services
5 22 (4.37%) Qt
6 21 (4.17%) Spark Streaming
7 18 (3.58%) Velocity
7 18 (3.58%) Vue.js
8 17 (3.38%) HTML
8 17 (3.38%) scikit-learn
9 16 (3.18%) Pandas
10 14 (2.78%) CSS
10 14 (2.78%) NumPy
10 14 (2.78%) OpenCV
10 14 (2.78%) PySpark
11 13 (2.58%) SciPy
12 12 (2.39%) Node.js
12 12 (2.39%) REST
Miscellaneous
1 55 (10.93%) Management Information System
2 47 (9.34%) Algorithms
3 19 (3.78%) Analytical Skills
4 15 (2.98%) Fintech
5 14 (2.78%) Robotics
6 12 (2.39%) Data Structures
7 10 (1.99%) Cyberattack
8 7 (1.39%) Embedded Systems
8 7 (1.39%) Video\Live Streaming
9 6 (1.19%) 3D Graphics
9 6 (1.19%) Cyber Defence
9 6 (1.19%) Cyberthreat
9 6 (1.19%) e-Learning
10 5 (0.99%) Mobile App
11 4 (0.80%) Clustering
11 4 (0.80%) Data Centre
11 4 (0.80%) Driving Licence
11 4 (0.80%) Self-Motivation
12 3 (0.60%) SCORM
12 3 (0.60%) Smartphone
Operating Systems
1 64 (12.72%) Linux
2 52 (10.34%) Windows
3 34 (6.76%) Unix
4 12 (2.39%) Windows Server
5 11 (2.19%) CentOS
6 10 (1.99%) Windows Server 2012
7 8 (1.59%) Android
8 7 (1.39%) Apple iOS
9 6 (1.19%) Red Hat Enterprise Linux
10 4 (0.80%) Solaris
10 4 (0.80%) Ubuntu
10 4 (0.80%) Windows Server 2008
11 2 (0.40%) VMS
12 1 (0.20%) AIX
12 1 (0.20%) Debian
12 1 (0.20%) Embedded Linux
12 1 (0.20%) Windows 7
12 1 (0.20%) Windows Server 2003
12 1 (0.20%) Windows XP
Processes & Methodologies
1 166 (33.00%) Software Engineering
2 150 (29.82%) Machine Learning
3 136 (27.04%) Agile Software Development
4 82 (16.30%) DevOps
5 65 (12.92%) Data Modelling
6 64 (12.72%) Mathematics
7 61 (12.13%) Cybersecurity
8 58 (11.53%) Continuous Integration
9 57 (11.33%) Artificial Intelligence
10 50 (9.94%) Systems Engineering
11 49 (9.74%) Data Science
12 48 (9.54%) SDLC
12 48 (9.54%) Stakeholder Engagement
13 47 (9.34%) Information Security
14 46 (9.15%) Computer Science
15 42 (8.35%) Business Intelligence
16 41 (8.15%) Data Engineering
17 40 (7.95%) Problem-Solving
18 39 (7.75%) Continuous Improvement
19 38 (7.55%) Time Management
Programming Languages
1 167 (33.20%) Python
2 121 (24.06%) Java
3 93 (18.49%) C
4 83 (16.50%) SQL
5 75 (14.91%) Scala
6 65 (12.92%) C++
7 43 (8.55%) JavaScript
8 35 (6.96%) C#
9 25 (4.97%) Perl
10 16 (3.18%) Groovy
11 14 (2.78%) Java 8
12 13 (2.58%) MATLAB
12 13 (2.58%) Shell Script
13 12 (2.39%) PL/SQL
14 11 (2.19%) Ada
15 10 (1.99%) R
16 9 (1.79%) Objective-C
16 9 (1.79%) PowerShell
17 8 (1.59%) Lua
18 7 (1.39%) Fortran
Qualifications
1 154 (30.62%) Security Cleared
2 140 (27.83%) SC Cleared
3 124 (24.65%) Degree
4 41 (8.15%) DV Cleared
5 29 (5.77%) Computer Science Degree
6 26 (5.17%) Numerate Degree
7 15 (2.98%) HND
8 12 (2.39%) BPSS Clearance
8 12 (2.39%) Microsoft Certification
9 10 (1.99%) HNC
10 9 (1.79%) Chartered Engineer
11 6 (1.19%) Master's Degree
11 6 (1.19%) MCSE
12 5 (0.99%) DBS Check
12 5 (0.99%) ISTQB
12 5 (0.99%) ISTQB Foundation Certification
12 5 (0.99%) PhD
13 3 (0.60%) A+ Certification
13 3 (0.60%) MCDST
14 2 (0.40%) MCSA
Quality Assurance & Compliance
1 11 (2.19%) SLA
2 6 (1.19%) ISO/IEC 15288
2 6 (1.19%) JSP 440
3 5 (0.99%) Def Stans
3 5 (0.99%) DO-254
4 4 (0.80%) Sarbanes-Oxley
5 3 (0.60%) DO-178B
5 3 (0.60%) ISO/IEC 27001
6 1 (0.20%) ECSS
6 1 (0.20%) ISO 14001
6 1 (0.20%) ISO 9001
6 1 (0.20%) PMO
System Software
1 30 (5.96%) Docker
2 27 (5.37%) Apache ZooKeeper
3 16 (3.18%) VMware Infrastructure
4 15 (2.98%) Active Directory
5 10 (1.99%) Snort
6 5 (0.99%) Hyper-V
7 3 (0.60%) XenApp
7 3 (0.60%) XenDesktop
8 2 (0.40%) VMware ESXi
9 1 (0.20%) Firmware
9 1 (0.20%) iptables
9 1 (0.20%) ISA Server
9 1 (0.20%) pfSense
9 1 (0.20%) Virtual Desktop
9 1 (0.20%) vSphere
Systems Management
1 23 (4.57%) Oozie
2 15 (2.98%) Mesos
2 15 (2.98%) Nagios
3 11 (2.19%) Computer Emergency Response Teams
4 8 (1.59%) Ambari
5 7 (1.39%) Network Intrusion Detection System
6 6 (1.19%) Puppet
7 5 (0.99%) Ansible
7 5 (0.99%) Terraform
8 4 (0.80%) Computer Incident Response Team
8 4 (0.80%) Host Intrusion Detection System
8 4 (0.80%) Opscode Chef
8 4 (0.80%) PTC Integrity
8 4 (0.80%) SCCM
9 3 (0.60%) Data Guard
9 3 (0.60%) Kubernetes
9 3 (0.60%) Nessus
9 3 (0.60%) RSA Archer
10 1 (0.20%) Microsoft Clustering
10 1 (0.20%) Packer
Vendors
1 49 (9.74%) Cloudera
2 37 (7.36%) Microsoft
3 19 (3.78%) Oracle
4 18 (3.58%) IBM
5 17 (3.38%) Google
5 17 (3.38%) VMware
6 16 (3.18%) Red Hat
7 15 (2.98%) Atlassian
7 15 (2.98%) Cisco
8 11 (2.19%) Xerox
9 9 (1.79%) Tableau
10 7 (1.39%) ArcSight
10 7 (1.39%) EMC
10 7 (1.39%) Splunk
11 5 (0.99%) Adobe
11 5 (0.99%) Mapbox
11 5 (0.99%) SAP
12 4 (0.80%) Palo Alto
12 4 (0.80%) PTC
12 4 (0.80%) Xamarin