Period
to 21 September 2018

The table below looks at the prevalence of the term Cyberthreat in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cyberthreat over the 6 months to 21 September 2018 with a comparison to the same period over the previous 2 years.

Cyberthreat
England > London
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 255 692 746
Rank change year-on-year +437 +54 +20
Permanent jobs citing Cyberthreat 944 176 118
As % of all permanent IT jobs advertised in London 1.37% 0.23% 0.15%
As % of the Miscellaneous category 2.82% 0.47% 0.32%
Number of salaries quoted 69 149 92
London median annual salary £60,000 £62,500 £71,250
Median salary % change year-on-year -4.00% -12.28% +5.56%
10th Percentile £42,250 £36,650 £40,000
90th Percentile £86,000 £90,000 £90,000
England median annual salary £55,000 £53,000 £60,000
% change year-on-year +3.77% -11.67% +9.09%

Cyberthreat is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for generic IT skills.

All Generic IT Skills
London
Permanent vacancies with a requirement for generic IT skills 33,428 37,683 37,439
As % of all permanent IT jobs advertised in London 48.60% 50.31% 47.23%
Number of salaries quoted 25,956 26,907 31,900
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £33,750 £32,500
90th Percentile £97,500 £93,750 £88,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Cyberthreat
Job Vacancy Trend in London

Job postings citing Cyberthreat as a percentage of all IT jobs advertised in London.

Job vacancy trend for Cyberthreat in London

Cyberthreat
Salary Trend in London

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

Salary trend for Cyberthreat in London

Cyberthreat
Salary Histogram in London

The salary distribution of IT jobs citing Cyberthreat in London over the 6 months to 21 September 2018.

Salary histogram for Cyberthreat in London

Cyberthreat
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cyberthreat within the London region over the 6 months to 21 September 2018. 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
Central London -18 20 £52,500 -16.00% 5
West London +18 8 £70,000 - 2
East London - 2 £45,000 -
Cyberthreat
England

For the 6 months to 21 September 2018, IT jobs citing Cyberthreat 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 London region with a requirement for Cyberthreat.

1 835 (88.45%) Finance
2 832 (88.14%) Strategic Thinking
3 829 (87.82%) Innovative Thinking
4 827 (87.61%) Banking
4 827 (87.61%) Investment Management
5 825 (87.39%) Investment Banking
6 824 (87.29%) Financial Institution
6 824 (87.29%) Low Latency
7 816 (86.44%) Problem-Solving
8 812 (86.02%) Risk Management
9 805 (85.28%) Big Data
10 624 (66.10%) Java
11 519 (54.98%) Analytical Skills
12 347 (36.76%) Degree
13 298 (31.57%) JavaScript
14 282 (29.87%) SQL
14 282 (29.87%) OO
15 280 (29.66%) SDLC
16 267 (28.28%) Agile Software Development
17 242 (25.64%) Computer Science
18 240 (25.42%) Python
19 229 (24.26%) AngularJS
20 204 (21.61%) C++
21 199 (21.08%) Relational Database
22 185 (19.60%) Sybase
23 173 (18.33%) TDD
24 170 (18.01%) RESTful
25 168 (17.80%) Analytics
26 162 (17.16%) Linux
27 157 (16.63%) Unix

Cyberthreat
Co-occurring IT Skills in London 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 69 (7.31%) Apache Spark
2 37 (3.92%) Elasticsearch
3 19 (2.01%) Apache
4 18 (1.91%) Tomcat
5 13 (1.38%) Confluence
6 8 (0.85%) SharePoint
7 7 (0.74%) Jetty
8 6 (0.64%) Adobe Experience Manager
8 6 (0.64%) CMS
8 6 (0.64%) GemFire
9 2 (0.21%) JBoss
10 1 (0.11%) Appian
10 1 (0.11%) Sitecore CMS
Applications
1 33 (3.50%) Microsoft Office
2 19 (2.01%) Microsoft Excel
2 19 (2.01%) Microsoft PowerPoint
3 8 (0.85%) MS Visio
4 2 (0.21%) PrintSoft PReS
Business Applications
1 6 (0.64%) Sentinel
Cloud Services
1 18 (1.91%) Amazon AWS
2 13 (1.38%) Cloud Computing
3 9 (0.95%) npm
3 9 (0.95%) Office 365
4 8 (0.85%) Microsoft Azure
4 8 (0.85%) PaaS
5 7 (0.74%) Amazon Kinesis
6 6 (0.64%) GitHub
7 5 (0.53%) Mimecast
8 1 (0.11%) IaaS
8 1 (0.11%) SaaS
Communications & Networking
1 26 (2.75%) TCP/IP
2 25 (2.65%) Firewall
3 20 (2.12%) LAN
4 19 (2.01%) DHCP
4 19 (2.01%) DNS
4 19 (2.01%) Network Security
4 19 (2.01%) WAN
5 16 (1.69%) Internet
6 14 (1.48%) BGP
6 14 (1.48%) Cisco IOS
6 14 (1.48%) Cisco Nexus
6 14 (1.48%) Ethernet
6 14 (1.48%) MPLS
6 14 (1.48%) NetScaler
6 14 (1.48%) OSPF
6 14 (1.48%) SNMP
7 13 (1.38%) Anycast
7 13 (1.38%) Quagga
8 7 (0.74%) IOS XR
8 7 (0.74%) NX-OS
Database & Business Intelligence
1 805 (85.28%) Big Data
2 199 (21.08%) Relational Database
3 140 (14.83%) MongoDB
4 132 (13.98%) NoSQL
5 118 (12.50%) DB2
6 68 (7.20%) RDBMS
7 38 (4.03%) Hadoop
8 35 (3.71%) Data Lake
9 31 (3.28%) Sybase ASE
10 29 (3.07%) MemSQL
11 27 (2.86%) Apache Cassandra
12 19 (2.01%) PostgreSQL
13 18 (1.91%) Neo4j
13 18 (1.91%) OrientDB
14 17 (1.80%) MySQL
15 16 (1.69%) Apache Hive
15 16 (1.69%) Flink
15 16 (1.69%) Sybase IQ
16 14 (1.48%) Redis
17 11 (1.17%) Hazelcast
Development Applications
1 62 (6.57%) JUnit
2 61 (6.46%) Maven
3 27 (2.86%) Subversion
4 25 (2.65%) JIRA
5 23 (2.44%) Cucumber
6 20 (2.12%) Jenkins
7 18 (1.91%) FitNesse
7 18 (1.91%) Mockito
8 17 (1.80%) Gradle
9 13 (1.38%) Eclipse
10 12 (1.27%) gulp
11 11 (1.17%) IntelliJ
12 10 (1.06%) Atlassian Bamboo
12 10 (1.06%) Bitbucket
13 9 (0.95%) EasyMock
14 7 (0.74%) Selenium
15 6 (0.64%) Ant
15 6 (0.64%) Jasmine
15 6 (0.64%) JMeter
15 6 (0.64%) WebDriver
General
1 835 (88.45%) Finance
2 827 (87.61%) Banking
3 825 (87.39%) Investment Banking
4 824 (87.29%) Financial Institution
5 98 (10.38%) Front Office
6 53 (5.61%) Legal
7 21 (2.22%) Multimedia
8 20 (2.12%) Marketing
9 15 (1.59%) Retail
10 14 (1.48%) Telecoms
11 13 (1.38%) Electronics
12 9 (0.95%) Publishing
13 8 (0.85%) Prime Brokerage
14 6 (0.64%) Back Office
15 3 (0.32%) Military
16 2 (0.21%) Pharmaceutical
17 1 (0.11%) Law
Job Titles
1 297 (31.46%) Developer
2 107 (11.33%) Java Developer
3 98 (10.38%) Platform Engineer
4 83 (8.79%) Analyst
5 63 (6.67%) Software Engineer
6 38 (4.03%) Data Engineer
7 23 (2.44%) Security Analyst
8 21 (2.22%) Development Engineer
8 21 (2.22%) Senior Developer
9 18 (1.91%) Applications Developer
10 17 (1.80%) CRM Developer
10 17 (1.80%) Windows Engineer
11 16 (1.69%) Reliability Engineer
11 16 (1.69%) Security Engineer
12 15 (1.59%) Architect
13 14 (1.48%) Business Analyst
13 14 (1.48%) Pricing Developer
14 13 (1.38%) Site Reliability Engineer
15 12 (1.27%) Information Analyst
15 12 (1.27%) Information Security Analyst
Libraries, Frameworks & Software Standards
1 229 (24.26%) AngularJS
2 170 (18.01%) RESTful
3 140 (14.83%) HTML
4 137 (14.51%) React
5 130 (13.77%) Spring
6 116 (12.29%) Kafka
7 99 (10.49%) HTML5
7 99 (10.49%) Web Services
8 66 (6.99%) .NET
9 65 (6.89%) REST
10 55 (5.83%) RabbitMQ
11 49 (5.19%) Akka
12 48 (5.08%) CSS
13 46 (4.87%) Vert.x
14 42 (4.45%) JAX-RS
14 42 (4.45%) Spring Boot
15 37 (3.92%) Hibernate
15 37 (3.92%) Middleware
16 36 (3.81%) Dropwizard
17 31 (3.28%) JMS
Miscellaneous
1 519 (54.98%) Analytical Skills
2 242 (25.64%) Computer Science
3 132 (13.98%) Fixed Income
4 127 (13.45%) Algorithms
5 126 (13.35%) Self-Motivation
6 104 (11.02%) Data Structures
7 87 (9.22%) Equities
8 77 (8.16%) Management Information System
9 63 (6.67%) Analytical Mindset
10 56 (5.93%) Derivative
11 48 (5.08%) Data Centre
12 46 (4.87%) User Experience
13 39 (4.13%) Virtual Team
14 37 (3.92%) Hedge funds
15 35 (3.71%) Public Cloud
16 28 (2.97%) Foreign Exchange (FX)
17 24 (2.54%) Reference Data
18 18 (1.91%) Fintech
18 18 (1.91%) Mobile App
19 15 (1.59%) Social Media
Operating Systems
1 162 (17.16%) Linux
2 157 (16.63%) Unix
3 72 (7.63%) Windows
4 6 (0.64%) Windows 7
4 6 (0.64%) Windows Server 2008
4 6 (0.64%) Windows Server 2012
5 5 (0.53%) Windows Server
Processes & Methodologies
1 832 (88.14%) Strategic Thinking
2 829 (87.82%) Innovative Thinking
3 827 (87.61%) Investment Management
4 824 (87.29%) Low Latency
5 816 (86.44%) Problem-Solving
6 812 (86.02%) Risk Management
7 282 (29.87%) OO
8 280 (29.66%) SDLC
9 267 (28.28%) Agile Software Development
10 173 (18.33%) TDD
11 168 (17.80%) Analytics
12 148 (15.68%) Open Source
13 109 (11.55%) Software Engineering
14 101 (10.70%) Microservices
15 93 (9.85%) Workflow
16 83 (8.79%) Test Automation
17 80 (8.47%) Mathematics
18 77 (8.16%) Information Security
19 75 (7.94%) Data Modelling
20 73 (7.73%) Project Management
Programming Languages
1 624 (66.10%) Java
2 298 (31.57%) JavaScript
3 282 (29.87%) SQL
4 240 (25.42%) Python
5 204 (21.61%) C++
6 108 (11.44%) Perl
7 105 (11.12%) C#
8 76 (8.05%) C
9 72 (7.63%) Scala
10 64 (6.78%) Shell Script
11 43 (4.56%) Java 8
12 26 (2.75%) Bash Shell
13 19 (2.01%) PowerShell
14 18 (1.91%) Erlang
15 15 (1.59%) Ruby
16 14 (1.48%) PL/SQL
17 12 (1.27%) R
18 11 (1.17%) TypeScript
19 10 (1.06%) MATLAB
20 9 (0.95%) ES6
Qualifications
1 347 (36.76%) Degree
2 120 (12.71%) Computer Science Degree
3 91 (9.64%) Master's Degree
4 32 (3.39%) CISSP
5 18 (1.91%) CISM
5 18 (1.91%) PhD
6 14 (1.48%) CISA
7 11 (1.17%) Security Cleared
8 8 (0.85%) GSEC
8 8 (0.85%) MBA
8 8 (0.85%) Numerate Degree
9 7 (0.74%) PMI Certification
9 7 (0.74%) PMP
10 6 (0.64%) DV Cleared
10 6 (0.64%) GCIH
11 5 (0.53%) CREST Certified
11 5 (0.53%) GCIA
11 5 (0.53%) GIAC
12 4 (0.42%) GPEN
12 4 (0.42%) SANS
Quality Assurance & Compliance
1 38 (4.03%) QA
2 13 (1.38%) GDPR
3 10 (1.06%) MiFID
4 8 (0.85%) Data Quality
5 5 (0.53%) HIPAA
5 5 (0.53%) ISO/IEC 27001
6 3 (0.32%) Cyber Essentials
6 3 (0.32%) PCI DSS
7 2 (0.21%) FIPS 140-2
7 2 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.11%) NIST 800
System Software
1 14 (1.48%) Docker
2 13 (1.38%) Virtual Desktop
3 10 (1.06%) HDFS
4 6 (0.64%) Apache ZooKeeper
4 6 (0.64%) Hyper-V
4 6 (0.64%) Microsoft App-V
4 6 (0.64%) VMware ESXi
4 6 (0.64%) VMware Infrastructure
4 6 (0.64%) XenDesktop
5 1 (0.11%) Active Directory
Systems Management
1 22 (2.33%) Opscode Chef
1 22 (2.33%) Puppet
2 14 (1.48%) Kibana
3 13 (1.38%) WSUS
4 12 (1.27%) CFEngine
4 12 (1.27%) Salt
5 10 (1.06%) Ansible
6 6 (0.64%) Consul
6 6 (0.64%) Kubernetes
6 6 (0.64%) Mesos
6 6 (0.64%) SCCM
7 5 (0.53%) RSA Archer
8 1 (0.11%) Host Intrusion Detection System
Vendors
1 185 (19.60%) Sybase
2 34 (3.60%) Oracle
3 27 (2.86%) Citrix
4 23 (2.44%) Microsoft
5 15 (1.59%) Cisco
6 14 (1.48%) Tableau
7 10 (1.06%) SaltStack
8 9 (0.95%) Nokia
9 8 (0.85%) Juniper
10 7 (0.74%) Arista
10 7 (0.74%) Splunk
10 7 (0.74%) VMware
11 6 (0.64%) Adobe
11 6 (0.64%) Fidessa
11 6 (0.64%) TIBCO
12 5 (0.53%) McAfee
12 5 (0.53%) Salesforce.com
13 4 (0.42%) IBM
13 4 (0.42%) Rogue Wave
13 4 (0.42%) SAP