Period
to 18 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > London
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 20 23 18
Rank change year-on-year +3 -5 +2
Permanent jobs citing Analytical Skills 7187 5525 8586
As % of all permanent IT jobs advertised in London 9.73% 7.50% 9.80%
As % of the Miscellaneous category 19.85% 16.22% 20.38%
Number of salaries quoted 3977 4373 6434
London median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £31,250 £30,050 £30,750
90th Percentile £90,000 £86,250 £86,250
England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Analytical Skills 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 36215 34061 42122
As % of all permanent IT jobs advertised in London 49.05% 46.26% 48.09%
Number of salaries quoted 26510 28865 34769
London median annual salary £60,000 £60,000 £56,500
Median salary % change year-on-year - +6.19% +2.73%
10th Percentile £35,000 £32,500 £32,500
90th Percentile £92,500 £91,250 £87,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +7.78%

Analytical Skills
Job Vacancy Trend in London

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

Job vacancy trend for Analytical Skills in London

Analytical Skills
Salary Trend in London

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

Salary trend for Analytical Skills in London

Analytical Skills
Salary Histogram in London

The salary distribution of IT jobs citing Analytical Skills in London over the 6 months to 18 December 2017.

Salary histogram for Analytical Skills in London

Analytical Skills
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the London region over the 6 months to 18 December 2017. 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 -7 984 £55,000 - 94
West London +21 308 £52,500 +10.53% 23
South London 0 165 £39,097 -17.69% 11
East London +6 50 £70,000 +70.51% 11
North London -3 34 £50,250 +54.62% 5
Analytical Skills
England

For the 6 months to 18 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Analytical Skills.

1 3918 (54.52%) Finance
2 2552 (35.51%) Banking
3 2141 (29.79%) Investment Banking
4 2113 (29.40%) Asset Management
5 2043 (28.43%) Wealth Management
6 2018 (28.08%) Retail Banking
7 1977 (27.51%) Agile Software Development
8 1787 (24.86%) SQL
9 1564 (21.76%) Degree
10 1389 (19.33%) Java
11 1364 (18.98%) SDLC
12 1333 (18.55%) Analytics
13 1301 (18.10%) Project Management
14 1084 (15.08%) Microsoft
15 992 (13.80%) Business Analysis
16 908 (12.63%) Computer Science
17 829 (11.53%) Python
18 767 (10.67%) JavaScript
19 734 (10.21%) C#
20 724 (10.07%) SQL Server
21 710 (9.88%) Microsoft Excel
22 673 (9.36%) Windows
23 672 (9.35%) Front Office
24 640 (8.90%) .NET
25 635 (8.84%) Oracle
26 619 (8.61%) Stakeholder Management
27 617 (8.58%) Business Intelligence
28 608 (8.46%) QA
29 581 (8.08%) Linux
30 569 (7.92%) Unix

Analytical Skills
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
1 255 (3.55%) SAS
2 216 (3.01%) Apache Spark
3 168 (2.34%) SharePoint
3 168 (2.34%) Tomcat
4 148 (2.06%) Apache
5 110 (1.53%) Elasticsearch
6 106 (1.47%) Skype for Business
7 103 (1.43%) CMS
8 95 (1.32%) MS Exchange
9 88 (1.22%) Confluence
10 81 (1.13%) Oracle Workflow
11 77 (1.07%) WebSphere
12 59 (0.82%) IIS
13 47 (0.65%) DataSynapse
14 39 (0.54%) BizTalk Server
15 27 (0.38%) Apache Solr
15 27 (0.38%) EPiServer
16 26 (0.36%) Exchange Server 2010
17 25 (0.35%) JBoss
18 22 (0.31%) Documentum
Applications
1 710 (9.88%) Microsoft Excel
2 396 (5.51%) Microsoft Office
3 234 (3.26%) Microsoft PowerPoint
4 102 (1.42%) MS Visio
5 88 (1.22%) SPSS
6 72 (1.00%) Microsoft Project
7 40 (0.56%) Photoshop
8 30 (0.42%) Spreadsheet
9 15 (0.21%) InVision
10 14 (0.19%) Adobe Illustrator
10 14 (0.19%) Fireworks
11 7 (0.097%) UXPin
12 5 (0.070%) Mathematica
12 5 (0.070%) Stata
13 4 (0.056%) EViews
13 4 (0.056%) SPSS Modeler
14 2 (0.028%) InfoPath
14 2 (0.028%) XMetaL
15 1 (0.014%) Vensim
15 1 (0.014%) Weka
Business Applications
1 92 (1.28%) Dynamics CRM
2 54 (0.75%) ION MarketView
3 38 (0.53%) Dynamics AX
4 25 (0.35%) Dynamics NAV
4 25 (0.35%) SAP Hybris
5 19 (0.26%) Remedy ITSM
5 19 (0.26%) SAP SD
6 18 (0.25%) Magento
6 18 (0.25%) Oracle EBS
6 18 (0.25%) Salesforce.com CRM
7 16 (0.22%) Adobe Campaign
8 13 (0.18%) Payment Gateway
8 13 (0.18%) SAP QM
9 12 (0.17%) HFM
9 12 (0.17%) RiskWrite
9 12 (0.17%) Scribe Insight
10 11 (0.15%) NetSuite
11 10 (0.14%) SAP FI
12 9 (0.13%) SAP CO
12 9 (0.13%) thinkFolio
Cloud Services
1 346 (4.81%) Amazon AWS
2 256 (3.56%) Microsoft Azure
3 193 (2.69%) SaaS
4 135 (1.88%) Office 365
5 128 (1.78%) Google Analytics
6 71 (0.99%) GitHub
7 56 (0.78%) Cloud Computing
8 49 (0.68%) AdWords
9 43 (0.60%) PaaS
10 40 (0.56%) IaaS
11 35 (0.49%) Azure Machine Learning
12 30 (0.42%) Salesforce Sales Cloud
13 27 (0.38%) Adobe Analytics
13 27 (0.38%) Google Cloud Platform
14 20 (0.28%) G Suite
15 15 (0.21%) Amazon S3
15 15 (0.21%) Boomi
15 15 (0.21%) Dynamics 365
15 15 (0.21%) iPaaS
16 14 (0.19%) Salesforce Service Cloud
Communications & Networking
1 146 (2.03%) Firewall
2 137 (1.91%) TCP/IP
3 131 (1.82%) Internet
4 113 (1.57%) DNS
5 92 (1.28%) LAN
6 86 (1.20%) DHCP
7 80 (1.11%) Skype
7 80 (1.11%) VPN
8 75 (1.04%) Intranet
9 67 (0.93%) WAN
10 64 (0.89%) Network Security
11 55 (0.77%) SAN
12 47 (0.65%) HTTP
13 42 (0.58%) VoIP
14 41 (0.57%) SSL
15 39 (0.54%) Wireless
16 31 (0.43%) BGP
17 27 (0.38%) Unified Communications
18 26 (0.36%) Cisco ASA
19 24 (0.33%) OSPF
Database & Business Intelligence
1 724 (10.07%) SQL Server
2 447 (6.22%) Big Data
3 421 (5.86%) Data Warehouse
4 332 (4.62%) Hadoop
5 272 (3.78%) Relational Database
6 258 (3.59%) SQL Server Integration Services
7 234 (3.26%) SQL Server Reporting Services
8 173 (2.41%) RDBMS
9 158 (2.20%) MySQL
10 154 (2.14%) Apache Cassandra
11 151 (2.10%) NoSQL
12 149 (2.07%) MongoDB
13 143 (1.99%) QlikView
14 120 (1.67%) BusinessObjects
14 120 (1.67%) SQL Server Analysis Services
15 113 (1.57%) Power BI
16 112 (1.56%) PostgreSQL
17 105 (1.46%) Neo4j
18 103 (1.43%) OLAP
19 102 (1.42%) Data Mining
Development Applications
1 453 (6.30%) JIRA
2 231 (3.21%) Git (software)
3 203 (2.82%) Jenkins
4 197 (2.74%) Maven
5 184 (2.56%) TeamCity
6 176 (2.45%) Selenium
7 154 (2.14%) Cucumber
8 135 (1.88%) Visual Studio
9 106 (1.47%) Subversion
10 100 (1.39%) JUnit
11 77 (1.07%) WebDriver
12 72 (1.00%) TestNG
13 61 (0.85%) Gradle
14 60 (0.83%) Team Foundation Server
15 46 (0.64%) GCC
16 44 (0.61%) SQL Server Management Studio (SSMS)
17 40 (0.56%) JBehave
18 30 (0.42%) RStudio
19 28 (0.39%) Jasmine
20 27 (0.38%) FitNesse
General
1 3918 (54.52%) Finance
2 2552 (35.51%) Banking
3 2141 (29.79%) Investment Banking
4 2018 (28.08%) Retail Banking
5 672 (9.35%) Front Office
6 561 (7.81%) Marketing
7 390 (5.43%) Legal
8 369 (5.13%) Retail
9 159 (2.21%) Telecoms
10 157 (2.18%) Advertising
11 150 (2.09%) Back Office
12 146 (2.03%) Games
13 121 (1.68%) Financial Institution
14 119 (1.66%) Law
15 71 (0.99%) German Language
16 67 (0.93%) Manufacturing
17 63 (0.88%) Publishing
18 58 (0.81%) Electronics
19 44 (0.61%) Billing
20 37 (0.51%) Pharmaceutical
Job Titles
1 1985 (27.62%) Analyst
2 1260 (17.53%) Developer
3 1070 (14.89%) Business Analyst
4 439 (6.11%) Consultant
5 315 (4.38%) Software Engineer
6 304 (4.23%) Architect
7 284 (3.95%) IT Analyst
8 279 (3.88%) Senior Analyst
9 270 (3.76%) Senior Developer
10 222 (3.09%) Java Developer
11 220 (3.06%) Support Analyst
12 201 (2.80%) Service Analyst
13 191 (2.66%) Senior Business Analyst
14 177 (2.46%) IT Business Analyst
15 176 (2.45%) Business IT Analyst
16 172 (2.39%) Data Analyst
17 165 (2.30%) Project Manager
18 158 (2.20%) Applications Support
19 155 (2.16%) Data Scientist
20 148 (2.06%) C# Developer
Libraries, Frameworks & Software Standards
1 640 (8.90%) .NET
2 445 (6.19%) HTML
3 353 (4.91%) CSS
4 320 (4.45%) AngularJS
5 296 (4.12%) Web Services
6 276 (3.84%) XML
7 274 (3.81%) REST
8 268 (3.73%) ASP.NET
9 220 (3.06%) Spring
10 181 (2.52%) jQuery
11 153 (2.13%) .NET Framework
12 144 (2.00%) HTML5
13 143 (1.99%) Node.js
14 130 (1.81%) React
14 130 (1.81%) RESTful
15 127 (1.77%) ASP.NET MVC
16 112 (1.56%) Spring Boot
17 103 (1.43%) JSON
18 102 (1.42%) SOAP
19 99 (1.38%) Natural Language Processing
Miscellaneous
1 908 (12.63%) Computer Science
2 460 (6.40%) User Experience
3 389 (5.41%) Foreign Exchange (FX)
4 384 (5.34%) Management Information System
5 339 (4.72%) Derivative
6 295 (4.10%) Enterprise Software
7 228 (3.17%) Equities
8 216 (3.01%) Algorithms
9 185 (2.57%) Reference Data
10 182 (2.53%) Fintech
11 180 (2.50%) Analytical Mindset
12 154 (2.14%) Virtual Team
13 139 (1.93%) Credit Risk
14 132 (1.84%) Data Structures
15 116 (1.61%) Fixed Income
16 115 (1.60%) Greenfield Project
17 106 (1.47%) Mobile App
18 93 (1.29%) OTC Derivatives
19 89 (1.24%) Linux Command Line
20 85 (1.18%) Life Science
Operating Systems
1 673 (9.36%) Windows
2 581 (8.08%) Linux
3 569 (7.92%) Unix
4 238 (3.31%) Windows Server
5 85 (1.18%) Windows 7
6 83 (1.15%) Red Hat Enterprise Linux
7 78 (1.09%) Android
8 72 (1.00%) Windows 10
9 71 (0.99%) Apple iOS
10 60 (0.83%) Solaris
11 53 (0.74%) Windows Server 2008
12 47 (0.65%) Windows Server 2012
13 35 (0.49%) Windows Server 2003
14 28 (0.39%) CentOS
15 23 (0.32%) Windows XP
16 21 (0.29%) Ubuntu
17 20 (0.28%) Mac OS X
18 17 (0.24%) AIX
19 16 (0.22%) Windows 8
20 13 (0.18%) Mac OS
Processes & Methodologies
1 2113 (29.40%) Asset Management
2 2043 (28.43%) Wealth Management
3 1977 (27.51%) Agile Software Development
4 1364 (18.98%) SDLC
5 1333 (18.55%) Analytics
6 1301 (18.10%) Project Management
7 992 (13.80%) Business Analysis
8 619 (8.61%) Stakeholder Management
9 617 (8.58%) Business Intelligence
10 564 (7.85%) Software Engineering
11 522 (7.26%) ITIL
12 498 (6.93%) Scrum
13 493 (6.86%) Mathematics
14 481 (6.69%) BDD
15 478 (6.65%) OO
16 439 (6.11%) Test Automation
17 403 (5.61%) Analytical Thinking
18 393 (5.47%) Data Modelling
19 390 (5.43%) Risk Management
20 385 (5.36%) Data Analysis
Programming Languages
1 1787 (24.86%) SQL
2 1389 (19.33%) Java
3 829 (11.53%) Python
4 767 (10.67%) JavaScript
5 734 (10.21%) C#
6 453 (6.30%) R
7 319 (4.44%) C++
8 209 (2.91%) T-SQL
9 192 (2.67%) Shell Script
10 167 (2.32%) Perl
11 134 (1.86%) PowerShell
12 131 (1.82%) PHP
13 129 (1.79%) C
14 122 (1.70%) PL/SQL
15 119 (1.66%) VBA
16 117 (1.63%) Ruby
17 103 (1.43%) Scala
18 95 (1.32%) Bash Shell
19 93 (1.29%) VB.NET
20 67 (0.93%) MATLAB
Qualifications
1 1564 (21.76%) Degree
2 461 (6.41%) Computer Science Degree
3 129 (1.79%) CISSP
4 118 (1.64%) ISEB
5 109 (1.52%) Security Cleared
6 107 (1.49%) Numerate Degree
7 89 (1.24%) CISM
8 82 (1.14%) Microsoft Certification
9 72 (1.00%) PhD
10 71 (0.99%) Cisco Certification
11 68 (0.95%) PMI Certification
12 64 (0.89%) ISTQB
13 57 (0.79%) CCNP
14 56 (0.78%) SC Cleared
15 51 (0.71%) Master's Degree
16 50 (0.70%) CBAP
17 48 (0.67%) PMP
18 39 (0.54%) ITIL Foundation Certificate
19 38 (0.53%) MCSE
20 37 (0.51%) CISA
Quality Assurance & Compliance
1 608 (8.46%) QA
2 161 (2.24%) Data Quality
3 114 (1.59%) SLA
4 85 (1.18%) PMO
5 84 (1.17%) Basel III
6 80 (1.11%) ISO/IEC 27001
7 73 (1.02%) MiFID
8 64 (0.89%) EMIR
9 54 (0.75%) Actionable Recommendations
9 54 (0.75%) PCI DSS
10 47 (0.65%) Dodd-Frank
10 47 (0.65%) GxP
11 36 (0.50%) GDPR
12 27 (0.38%) COBIT
13 22 (0.31%) IFRS
14 16 (0.22%) Sarbanes-Oxley
15 15 (0.21%) IFRS 9
16 12 (0.17%) CRD IV
17 9 (0.13%) GCP
17 9 (0.13%) PSD2
System Software
1 202 (2.81%) Active Directory
2 136 (1.89%) VMware Infrastructure
3 121 (1.68%) Docker
4 41 (0.57%) Virtual Desktop
5 35 (0.49%) Hyper-V
6 22 (0.31%) Virtual Machines
7 21 (0.29%) HDFS
8 20 (0.28%) XenApp
9 18 (0.25%) VMware ESXi
10 15 (0.21%) XenServer
11 11 (0.15%) Apache ZooKeeper
12 9 (0.13%) vSphere
12 9 (0.13%) Xen
13 8 (0.11%) Virtual Servers
14 7 (0.097%) BitLocker
15 5 (0.070%) Snort
16 4 (0.056%) Apache Flume
16 4 (0.056%) Microsoft App-V
16 4 (0.056%) NFS
16 4 (0.056%) Postfix
Systems Management
1 76 (1.06%) SCCM
2 71 (0.99%) Puppet
3 68 (0.95%) Kubernetes
4 63 (0.88%) Ansible
5 52 (0.72%) Opscode Chef
6 38 (0.53%) HP Quality Center
7 37 (0.51%) Terraform
8 21 (0.29%) SCOM
9 18 (0.25%) Cisco CUCM
10 17 (0.24%) vCenter Server
11 15 (0.21%) Backup Exec
12 13 (0.18%) logstash
12 13 (0.18%) Microsoft Clustering
12 13 (0.18%) SCOrch
12 13 (0.18%) WSUS
13 12 (0.17%) FortiGate
14 11 (0.15%) Kibana
15 10 (0.14%) XenMobile
16 9 (0.13%) Cisco UCCX
16 9 (0.13%) Control-M
Vendors
1 1084 (15.08%) Microsoft
2 635 (8.84%) Oracle
3 336 (4.68%) Tableau
4 270 (3.76%) SAP
5 216 (3.01%) Google
6 201 (2.80%) VMware
7 160 (2.23%) Cisco
8 154 (2.14%) Salesforce.com
9 124 (1.73%) Sybase
10 111 (1.54%) Citrix
11 104 (1.45%) Adobe
12 102 (1.42%) HP
12 102 (1.42%) Murex
13 100 (1.39%) Red Hat
14 82 (1.14%) Splunk
15 73 (1.02%) IBM
15 73 (1.02%) Sun
16 70 (0.97%) ION Trading
16 70 (0.97%) Remedy
17 53 (0.74%) Siebel