The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Analytics
England / London
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 23 31 42
Rank change year-on-year +8 +11  
Permanent jobs citing Analytics 2568 2925 2462
As % of all permanent IT jobs advertised in London 7.67% 6.97% 5.74%
As % of the Processes & Methodologies category 8.50% 7.77% 6.55%
Number of salaries quoted 2106 2384 2020
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.16% +9.09%  
90% offered a salary of more than £39,000 £37,500 £34,000
10% offered a salary of more than £92,500 £100,000 £90,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30196 37630 37573
As % of all permanent IT job vacancies advertised in London 90.22% 89.68% 87.66%
Number of salaries quoted 25329 32124 31338
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in London

Analytics
Salary Trend in London

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

Salary trend for Analytics in London

Analytics
Salary Histogram in London

The salary distribution of IT jobs citing Analytics in London over the 3 months to 27 March 2017.

Salary histogram for Analytics in London

Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the London region over the 3 months to 27 March 2017. 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 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
City of London -6 284 £60,000 - 90
Canary Wharf +5 16 £72,500 -9.37%
Twickenham +9 14 £45,000 -25.00% 2
Croydon +17 12 £70,000 +150.00% 3
West End of London -1 11 £90,000 +12.50% 14
Heathrow -2 7 £27,500 -
Hammersmith -7 6 £42,500 -22.72%
Hounslow -1 5 £65,000 - 3
Bromley -4 5 £25,000 -75.00% 1
Mayfair - 5 £40,000 -
Kingston Upon Thames +1 4 £61,250 +58.06% 3
Chiswick +2 3 £50,000 +33.33%
Teddington - 3 £32,500 -
Surbiton +4 2 - - 3
Wimbledon +13 1 £55,000 +4.76%
Hayes +8 1 - - 1
Uxbridge +4 1 - -
Docklands, London -3 1 - -
Brentford -4 1 £60,000 +14.28%
Moorgate - 1 - -
Barnet - 1 £57,500 -
Beckenham - 1 £42,500 -
Analytics
England

Analytics
Top 30 Co-occurring IT Skills in London

For the 6 months to 27 March 2017, IT jobs citing Analytics 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 Analytics.

1 1638 (34.15%) SQL
2 1532 (31.94%) Finance
3 1279 (26.66%) Agile Software Development
4 1141 (23.79%) Big Data
5 1063 (22.16%) Business Intelligence
6 1061 (22.12%) Degree
7 1038 (21.64%) Python
8 967 (20.16%) Data Analytics
9 896 (18.68%) Analytical Skills
10 883 (18.41%) Marketing
11 846 (17.64%) Java
12 687 (14.32%) JavaScript
13 683 (14.24%) SQL Server
13 683 (14.24%) Visualisation
14 682 (14.22%) Banking
15 594 (12.38%) Hadoop
16 563 (11.74%) HTML
17 561 (11.69%) R
18 556 (11.59%) Mathematics
19 544 (11.34%) C#
20 543 (11.32%) Tableau
21 534 (11.13%) Google
22 517 (10.78%) Data Warehouse
23 511 (10.65%) .NET
24 505 (10.53%) Computer Science
25 501 (10.44%) Amazon AWS
26 482 (10.05%) Machine Learning
27 479 (9.99%) ETL
28 467 (9.74%) Microsoft
29 455 (9.49%) E-Commerce

Analytics
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
1 401 (8.36%) Apache Spark
2 392 (8.17%) SAS
3 148 (3.09%) CMS
4 130 (2.71%) Apache
5 123 (2.56%) Elasticsearch
6 95 (1.98%) Apache Pig
7 89 (1.86%) SharePoint
8 77 (1.61%) WebSphere
9 66 (1.38%) IIS
10 58 (1.21%) Confluence
11 57 (1.19%) Adobe Experience Manager
12 56 (1.17%) Tomcat
13 36 (0.75%) Apache Solr
14 35 (0.73%) nginx
15 31 (0.65%) JBoss
16 28 (0.58%) Jetty
16 28 (0.58%) WebLogic
17 22 (0.46%) OpenStack
18 19 (0.40%) Sitecore CMS
19 15 (0.31%) EPiServer
Applications
1 354 (7.38%) MS Excel
2 147 (3.06%) SPSS
3 118 (2.46%) MS Office
4 103 (2.15%) MS PowerPoint
5 66 (1.38%) Photoshop
6 39 (0.81%) Adobe Illustrator
7 24 (0.50%) Spreadsheet
8 19 (0.40%) MS Project
8 19 (0.40%) OmniGraffle
9 18 (0.38%) MS Visio
10 15 (0.31%) InVision
11 14 (0.29%) Adobe Creative Suite
12 8 (0.17%) EViews
13 6 (0.13%) InDesign
14 4 (0.083%) Fireworks
14 4 (0.083%) Stata
15 3 (0.063%) Gephi
16 2 (0.042%) Adobe Premiere
16 2 (0.042%) Weka
17 1 (0.021%) Vectorworks
Business Applications
1 41 (0.85%) WebTrends
2 35 (0.73%) Cognos Business Intelligence
3 24 (0.50%) Dynamics CRM
4 16 (0.33%) Adobe Campaign
4 16 (0.33%) Cognos Planning
4 16 (0.33%) Eloqua
5 13 (0.27%) Dynamics AX
5 13 (0.27%) ION MarketView
6 12 (0.25%) SAP ERP
7 11 (0.23%) SAP InfiniteInsight
7 11 (0.23%) SAP Oil and Gas
8 9 (0.19%) Magento
9 8 (0.17%) Cognos TM1
9 8 (0.17%) Siebel Analytics
10 6 (0.13%) Hyperion Enterprise
10 6 (0.13%) Maximo
10 6 (0.13%) Payment Gateway
10 6 (0.13%) Unica
11 5 (0.10%) Salesforce.com CRM
11 5 (0.10%) SAP S/4HANA
Cloud Services
1 501 (10.44%) Amazon AWS
2 386 (8.05%) Google Analytics
3 267 (5.57%) Microsoft Azure
4 195 (4.07%) SaaS
5 143 (2.98%) Adobe Analytics
6 106 (2.21%) Cloud Computing
7 84 (1.75%) Google Cloud Platform
8 58 (1.21%) Amazon EC2
9 53 (1.10%) PaaS
10 49 (1.02%) Amazon S3
11 39 (0.81%) IaaS
12 38 (0.79%) Google Tag Manager
13 37 (0.77%) AdWords
13 37 (0.77%) GitHub
14 30 (0.63%) Amazon Kinesis
15 25 (0.52%) Amazon EMR
16 24 (0.50%) Azure Machine Learning
17 23 (0.48%) Office 365
18 22 (0.46%) Google Play
19 20 (0.42%) Data Lake Analytics
Communications & Networking
1 88 (1.83%) Firewall
2 78 (1.63%) Internet
3 54 (1.13%) HTTP
3 54 (1.13%) Intrusion Detection
4 42 (0.88%) Network Security
5 34 (0.71%) TCP/IP
6 24 (0.50%) DNS
7 20 (0.42%) SSL
8 19 (0.40%) Wireless
9 16 (0.33%) HTTPS
9 16 (0.33%) SNMP
9 16 (0.33%) Wireshark
10 12 (0.25%) VPN
11 11 (0.23%) DMZ
11 11 (0.23%) LDAP
12 10 (0.21%) Cisco ASA
13 9 (0.19%) Broadband
13 9 (0.19%) Intranet
13 9 (0.19%) Skype
13 9 (0.19%) SSH
Database & Business Intelligence
1 1141 (23.79%) Big Data
2 683 (14.24%) SQL Server
3 594 (12.38%) Hadoop
4 517 (10.78%) Data Warehouse
5 300 (6.25%) Relational Database
6 294 (6.13%) QlikView
7 292 (6.09%) SQL Server Integration Services
8 262 (5.46%) NoSQL
9 219 (4.57%) SQL Server Reporting Services
10 195 (4.07%) Power BI
11 189 (3.94%) MySQL
12 183 (3.81%) MongoDB
13 182 (3.79%) SQL Server Analysis Services
14 172 (3.59%) Apache Hive
15 166 (3.46%) Data Mining
16 120 (2.50%) PostgreSQL
17 114 (2.38%) RDBMS
18 106 (2.21%) Amazon Redshift
19 103 (2.15%) Apache Cassandra
20 92 (1.92%) BusinessObjects
Development Applications
1 237 (4.94%) Git (software)
2 176 (3.67%) JIRA
3 132 (2.75%) Jenkins
4 97 (2.02%) Subversion
5 61 (1.27%) TeamCity
6 59 (1.23%) Talend Open Studio
7 56 (1.17%) Selenium
8 51 (1.06%) Karma Test Runner
9 49 (1.02%) Maven
10 43 (0.90%) Hudson
11 41 (0.85%) Ant
12 39 (0.81%) JUnit
13 38 (0.79%) Visual Studio
14 36 (0.75%) Grunt
15 35 (0.73%) Eclipse
15 35 (0.73%) gulp
16 34 (0.71%) Axure RP
17 33 (0.69%) Jasmine
17 33 (0.69%) Team Foundation Server
18 31 (0.65%) Cucumber
General
1 1532 (31.94%) Finance
2 883 (18.41%) Marketing
3 682 (14.22%) Banking
4 416 (8.67%) Retail
5 297 (6.19%) Investment Banking
6 174 (3.63%) Front Office
7 171 (3.56%) Games
8 153 (3.19%) Advertising
9 147 (3.06%) Telecoms
10 121 (2.52%) Legal
11 97 (2.02%) Publishing
12 69 (1.44%) Financial Institution
13 43 (0.90%) Manufacturing
14 38 (0.79%) Pharmaceutical
15 35 (0.73%) Retail Banking
16 30 (0.63%) Back Office
17 27 (0.56%) Law
18 25 (0.52%) Brand Awareness
19 21 (0.44%) French Language
20 20 (0.42%) Corporate Banking
Job Titles
1 1160 (24.18%) Developer
2 888 (18.51%) Analyst
3 392 (8.17%) Architect
4 352 (7.34%) Consultant
5 293 (6.11%) C# Developer
6 289 (6.02%) Data Scientist
7 204 (4.25%) Data Analyst
8 197 (4.11%) Business Analyst
9 186 (3.88%) Senior Developer
10 180 (3.75%) Analytics Manager
11 179 (3.73%) Data Engineer
12 165 (3.44%) Java Developer
13 160 (3.34%) Data Architect
14 133 (2.77%) Business Intelligence Analyst
15 129 (2.69%) Senior Analyst
16 125 (2.61%) Business Intelligence Developer
17 124 (2.58%) Software Engineer
18 122 (2.54%) Project Manager
19 121 (2.52%) SQL Developer
20 111 (2.31%) C# Developer - Investment Banking
Libraries, Frameworks & Software Standards
1 563 (11.74%) HTML
2 511 (10.65%) .NET
3 430 (8.96%) CSS
4 332 (6.92%) AngularJS
5 316 (6.59%) Web Services
6 238 (4.96%) HTML5
7 214 (4.46%) XML
8 197 (4.11%) RESTful
9 190 (3.96%) Node.js
10 164 (3.42%) jQuery
11 149 (3.11%) REST
12 141 (2.94%) JSON
13 136 (2.84%) .NET Framework
14 123 (2.56%) ASP.NET
15 117 (2.44%) CSS3
16 110 (2.29%) Spring
17 108 (2.25%) Kafka
18 104 (2.17%) D3.js
19 92 (1.92%) J2EE
20 91 (1.90%) SOAP
Miscellaneous
1 896 (18.68%) Analytical Skills
2 505 (10.53%) Computer Science
3 378 (7.88%) User Experience
4 271 (5.65%) Algorithms
5 229 (4.77%) Social Media
6 216 (4.50%) Fintech
7 172 (3.59%) Credit Risk
8 156 (3.25%) Management Information System
9 130 (2.71%) Enterprise Software
9 130 (2.71%) Fixed Income
10 123 (2.56%) Mobile App
11 99 (2.06%) Data Structures
12 83 (1.73%) Hedge funds
13 82 (1.71%) Derivative
14 61 (1.27%) Equities
14 61 (1.27%) Foreign Exchange (FX)
15 41 (0.85%) Data Centre
16 38 (0.79%) Blog
16 38 (0.79%) Digital Media
17 37 (0.77%) Clustering
Operating Systems
1 453 (9.44%) Linux
2 269 (5.61%) Windows
3 147 (3.06%) Unix
4 58 (1.21%) Windows Server
5 54 (1.13%) Android
6 37 (0.77%) Apple iOS
6 37 (0.77%) Windows Server 2012
7 34 (0.71%) Windows Server 2008
8 23 (0.48%) CentOS
9 20 (0.42%) Windows 7
10 19 (0.40%) Red Hat Enterprise Linux
11 14 (0.29%) Windows 10
12 11 (0.23%) Ubuntu
13 8 (0.17%) Solaris
14 6 (0.13%) Mac OS X
15 5 (0.10%) Debian
16 4 (0.083%) Windows Mobile
17 3 (0.063%) AIX
17 3 (0.063%) HPUX
18 1 (0.021%) Windows XP
Processes & Methodologies
1 1279 (26.66%) Agile Software Development
2 1063 (22.16%) Business Intelligence
3 967 (20.16%) Data Analytics
4 683 (14.24%) Visualisation
5 556 (11.59%) Mathematics
6 482 (10.05%) Machine Learning
7 479 (9.99%) ETL
8 455 (9.49%) E-Commerce
9 402 (8.38%) Web Analytics
10 393 (8.19%) Software Engineering
11 391 (8.15%) TDD
12 389 (8.11%) Scrum
13 348 (7.25%) Data Visualisation
14 338 (7.05%) Stakeholder Management
15 336 (7.00%) Data Analysis
16 311 (6.48%) Data Modelling
17 304 (6.34%) DevOps
18 301 (6.27%) Project Management
19 296 (6.17%) Mentoring
20 285 (5.94%) OO
Programming Languages
1 1638 (34.15%) SQL
2 1038 (21.64%) Python
3 846 (17.64%) Java
4 687 (14.32%) JavaScript
5 561 (11.69%) R
6 544 (11.34%) C#
7 331 (6.90%) Scala
8 276 (5.75%) C++
9 179 (3.73%) T-SQL
10 170 (3.54%) PHP
11 157 (3.27%) C
12 156 (3.25%) VBA
13 123 (2.56%) Ruby
14 107 (2.23%) Perl
15 86 (1.79%) MATLAB
16 83 (1.73%) Shell Script
17 69 (1.44%) Bash Shell
18 63 (1.31%) TypeScript
19 58 (1.21%) F#
20 54 (1.13%) PowerShell
Qualifications
1 1061 (22.12%) Degree
2 206 (4.29%) PhD
3 47 (0.98%) Security Cleared
4 45 (0.94%) CISSP
5 42 (0.88%) Microsoft Certification
6 37 (0.77%) ISEB
7 30 (0.63%) Postgraduate
8 23 (0.48%) CISA
9 22 (0.46%) Cisco Certification
9 22 (0.46%) GIAC
10 20 (0.42%) GCIH
11 19 (0.40%) IISP
11 19 (0.40%) SC Cleared
12 18 (0.38%) PMI Certification
12 18 (0.38%) PMP
13 17 (0.35%) CCNP
14 16 (0.33%) CCNA
14 16 (0.33%) GCIA
14 16 (0.33%) MBA
15 15 (0.31%) CIMA
Quality Assurance & Compliance
1 259 (5.40%) QA
2 190 (3.96%) Data Quality
3 42 (0.88%) ISO/IEC 27001
4 26 (0.54%) SLA
5 21 (0.44%) Basel III
6 20 (0.42%) Basel II
7 19 (0.40%) MiFID
8 15 (0.31%) IFRS
8 15 (0.31%) IFRS 9
9 13 (0.27%) Solvency II
10 11 (0.23%) PMO
11 10 (0.21%) GCP
12 9 (0.19%) PCI DSS
13 7 (0.15%) Dodd-Frank
14 6 (0.13%) GDPR
14 6 (0.13%) IAS 39
15 4 (0.083%) Actionable Recommendations
15 4 (0.083%) Cyber Essentials
15 4 (0.083%) WCAG
16 3 (0.063%) SDET
System Software
1 145 (3.02%) Docker
2 59 (1.23%) Active Directory
3 54 (1.13%) HDFS
4 47 (0.98%) Apache Flume
5 43 (0.90%) VMware Infrastructure
6 19 (0.40%) Virtual Machines
7 14 (0.29%) Hyper-V
8 10 (0.21%) XenApp
9 9 (0.19%) Apache ZooKeeper
10 7 (0.15%) VirtualBox
11 5 (0.10%) Snort
11 5 (0.10%) vSphere
12 3 (0.063%) ProxySG
13 2 (0.042%) Firmware
13 2 (0.042%) Slurm Workload Manager
13 2 (0.042%) Terminal Server
14 1 (0.021%) KVM
14 1 (0.021%) Varnish
14 1 (0.021%) vCloud
14 1 (0.021%) Virtual Servers
Systems Management
1 115 (2.40%) Ansible
2 99 (2.06%) Opscode Chef
3 96 (2.00%) Puppet
4 30 (0.63%) Kibana
5 26 (0.54%) Kubernetes
5 26 (0.54%) Nagios
6 22 (0.46%) Grafana
7 20 (0.42%) Opsview
7 20 (0.42%) Riemann
8 18 (0.38%) logstash
9 16 (0.33%) Piwik
10 15 (0.31%) Oozie
11 13 (0.27%) SCCM
12 11 (0.23%) Host Intrusion Detection System
12 11 (0.23%) Network Intrusion Detection System
12 11 (0.23%) Terraform
13 8 (0.17%) HP Quality Center
13 8 (0.17%) QRadar
14 7 (0.15%) Mesos
15 6 (0.13%) RSA Security Analytics
Vendors
1 543 (11.32%) Tableau
2 534 (11.13%) Google
3 467 (9.74%) Microsoft
4 360 (7.50%) Oracle
5 260 (5.42%) Adobe
6 153 (3.19%) SAP
7 103 (2.15%) IBM
8 100 (2.08%) Splunk
9 96 (2.00%) Salesforce.com
10 81 (1.69%) MicroStrategy
11 78 (1.63%) Cognos
12 67 (1.40%) Informatica
13 62 (1.29%) Omniture
14 59 (1.23%) Talend
15 58 (1.21%) Facebook
16 56 (1.17%) Teradata
17 50 (1.04%) Cloudera
17 50 (1.04%) VMware
18 47 (0.98%) hybris
19 42 (0.88%) Hortonworks
London
Salt
Salary: £65000.00 - £75000.00 per annum
Posted: 16 hours ago
London
Parallel Consulting
Salary: £60000 - £75000 per annum + Generous bonus and benefits package
Posted: 10 hours ago
City, London
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 17 hours ago
London
Codex
Salary: From £65,000 to £90,000 per annum
Posted: 17 hours ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 10 hours ago
London
Digital Gurus
Salary: £40000 - £60000 per annum + + bens
Posted: 8 hours ago
London
ARC IT Recruitment Ltd
Salary: Benefits
Posted: 10 hours ago
City, London
Digital Gurus
Salary: £45000 - £80000 per annum + Benefits
Posted: 12 hours ago
London
Square One Resources
Salary: From £45,000 to £55,000 per annum
Posted: 9 hours ago
London
Mane Contract Services Limited
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 10 hours ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £75000 Per Annum Plus excellent benefits
Posted: 9 hours ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 17 hours ago
Surbiton, Surrey
Quant Capital
Salary: Up to £90,000 per annum Bonus Medical Pension
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 12 hours ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 19 hours ago
London
Searchability
Salary: £50000 per annum
Posted: 19 hours ago
City, London
Hanover Recruitment
Salary: £45000.00 - £65000.00 per annum
Posted: 13 hours ago
London
Oliver Bernard
Salary: £50000 - £60000 per annum + Flexi Benefits + bonus
Posted: 10 hours ago
London
Hanover Recruitment
Salary: £50000.00 - £70000.00 per annum
Posted: 13 hours ago
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: Yesterday
Central London / West End
Stratospherec
Salary: Up to £70,000 per annum excellent benefits package
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: 10 hours ago
South East London
Stratospherec
Salary: From £50,000 to £60,000 per annum excellent benefits package
Posted: 11 hours ago
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: 18 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 per annum
Posted: 10 hours ago
London
People Source Consulting
Salary: £70000 - £90000 per annum + great benefits
Posted: 12 hours ago
North West London
Client Server
Salary: £35k to £50k + benefits
Posted: 12 hours ago
London
Zorba Consulting Limited
Salary: £65k - 75k per year + benefits
Posted: 10 hours ago
London
Optima Connections
Salary: Unspecified Market Rate + Bonus + Benefits
Posted: 16 hours ago
Central London / West End
Hanover Recruitment
Salary: £80000 - £83000 per annum + 15% Bonus and a great package
Posted: 17 hours ago