The table below looks at the statistics for Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Analytics
England / London
Rank 32 30 49
Rank change year-on-year
-2 +19
Permanent jobs citing Analytics 2199 2710 2163
As % of all permanent IT jobs located in London 6.59% 6.66% 5.34%
As % of the Processes & Methodologies category 7.40% 7.53% 6.18%
Number of salaries quoted 1836 2254 1756
Median salary £60,000 £60,750 £55,000
Median salary % change year-on-year
-1.23% +10.45%
90% offered a salary of more than £37,500 £39,000 £34,500
10% offered a salary of more than £90,000 £95,000 £85,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29731 35973 34999
As % of all permanent IT jobs located in London 89.12% 88.44% 86.35%
Number of salaries quoted 25074 30674 29527
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in London

Analytics
Salary Trend in London

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

Analytics Salary Trend in London

Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Analytics across the London region over the 3 months to 18 January 2017.

Analytics Salary Histogram 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 18 January 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 +1 315 £60,000 -2.43% 87
Hounslow +10 11 £60,000 - 5
Canary Wharf -13 9 £85,000 +25.92%
Twickenham 0 7 £35,000 -46.15% 1
Croydon +5 6 £64,000 +55.15%
Mayfair - 6 £35,000 -
Docklands, London +7 4 £46,250 -26.00%
Greenwich - 4 £65,000 -
Beckenham +3 3 £42,500 +1.19%
Bromley - 3 £92,500 -
Hammersmith -3 2 - - 1
Uxbridge -7 2 £26,000 -71.89%
Wembley - 2 £32,500 -
Hayes +3 1 - -
Wimbledon 0 1 £55,000 +4.76%
Surbiton -1 1 £42,500 -
Brentford -4 1 £60,000 +33.33%
Kingston Upon Thames -14 1 £42,500 - 3
New Malden - 1 £27,500 -
Analytics
England

Analytics
Top 30 Related IT Skills in London

For the 6 months to 18 January 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 1501 (33.08%) SQL
2 1352 (29.79%) Finance
3 1196 (26.36%) Agile Software Development
4 1065 (23.47%) Big Data
5 1048 (23.09%) Business Intelligence
6 1012 (22.30%) Data Analytics
7 990 (21.82%) Degree
8 886 (19.52%) Marketing
9 883 (19.46%) Python
10 867 (19.11%) Analytical Skills
11 770 (16.97%) Java
12 601 (13.24%) Visualisation
13 589 (12.98%) Hadoop
14 562 (12.38%) Banking
15 558 (12.30%) SQL Server
16 549 (12.10%) JavaScript
17 530 (11.68%) Data Warehouse
18 527 (11.61%) HTML
19 499 (11.00%) ETL
20 483 (10.64%) Google
21 472 (10.40%) Computer Science
22 466 (10.27%) C#
23 463 (10.20%) Tableau
24 458 (10.09%) R
25 436 (9.61%) Retail
26 426 (9.39%) Amazon AWS
27 422 (9.30%) E-Commerce
28 417 (9.19%) Microsoft
29 413 (9.10%) Machine Learning
30 409 (9.01%) Linux

Analytics
Top Related 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
1 395 (8.70%) Apache Spark
2 337 (7.43%) SAS
3 136 (3.00%) CMS
4 128 (2.82%) Apache
5 114 (2.51%) Apache Pig
6 111 (2.45%) Elasticsearch
7 106 (2.34%) SharePoint
8 73 (1.61%) IIS
9 62 (1.37%) WebSphere
10 54 (1.19%) Confluence
11 47 (1.04%) Tomcat
12 37 (0.82%) Adobe Experience Manager
13 34 (0.75%) Apache Solr
14 28 (0.62%) JBoss
14 28 (0.62%) nginx
15 25 (0.55%) WordPress
16 24 (0.53%) Jetty
16 24 (0.53%) WebLogic
17 23 (0.51%) OpenStack
18 22 (0.48%) Sitecore CMS
Applications
1 329 (7.25%) MS Excel
2 159 (3.50%) SPSS
3 116 (2.56%) MS PowerPoint
4 110 (2.42%) MS Office
5 54 (1.19%) Photoshop
6 31 (0.68%) MS Visio
7 27 (0.59%) MS Project
8 26 (0.57%) Adobe Illustrator
9 22 (0.48%) Spreadsheet
10 19 (0.42%) InVision
11 17 (0.37%) OmniGraffle
12 11 (0.24%) Adobe Creative Suite
12 11 (0.24%) GNU Octave
13 8 (0.18%) Fireworks
13 8 (0.18%) Stata
14 7 (0.15%) InDesign
15 6 (0.13%) EViews
15 6 (0.13%) Mathematica
16 3 (0.066%) Gephi
17 2 (0.044%) Adobe Premiere
Business Applications
1 39 (0.86%) Cognos Business Intelligence
2 33 (0.73%) WebTrends
3 29 (0.64%) Dynamics CRM
4 25 (0.55%) Adobe Campaign
5 18 (0.40%) Salesforce.com CRM
6 16 (0.35%) Cognos Planning
7 14 (0.31%) Cognos TM1
8 13 (0.29%) SAP Oil and Gas
9 12 (0.26%) Eloqua
10 10 (0.22%) SAP ERP
11 9 (0.20%) ION MarketView
12 8 (0.18%) FastStats
12 8 (0.18%) Hyperion Enterprise
13 7 (0.15%) Magento
13 7 (0.15%) Oracle Applications
14 6 (0.13%) Oracle Financials
14 6 (0.13%) Payment Gateway
14 6 (0.13%) Siebel Analytics
15 5 (0.11%) HFM
15 5 (0.11%) Hyperion Planning
Cloud Services
1 426 (9.39%) Amazon AWS
2 377 (8.31%) Google Analytics
3 217 (4.78%) Microsoft Azure
4 173 (3.81%) SaaS
5 116 (2.56%) Adobe Analytics
6 100 (2.20%) Cloud Computing
7 77 (1.70%) Google Cloud Platform
8 70 (1.54%) Amazon EC2
9 61 (1.34%) PaaS
10 56 (1.23%) GitHub
11 51 (1.12%) Amazon S3
12 41 (0.90%) AdWords
13 36 (0.79%) Amazon EMR
14 34 (0.75%) Amazon Kinesis
14 34 (0.75%) Google Tag Manager
15 31 (0.68%) IaaS
16 25 (0.55%) Data Lake Analytics
17 22 (0.48%) Office 365
18 21 (0.46%) AWS CloudFormation
19 20 (0.44%) Sumo Logic
Communications & Networking
1 82 (1.81%) Internet
2 76 (1.67%) HTTP
3 75 (1.65%) Firewall
4 54 (1.19%) Intrusion Detection
5 33 (0.73%) Network Security
6 28 (0.62%) TCP/IP
7 22 (0.48%) DNS
8 19 (0.42%) SSL
9 18 (0.40%) Wireless
9 18 (0.40%) Wireshark
10 13 (0.29%) HTTPS
11 12 (0.26%) DMZ
11 12 (0.26%) Intranet
11 12 (0.26%) SNMP
11 12 (0.26%) VPN
12 10 (0.22%) LAN
13 9 (0.20%) FTP
13 9 (0.20%) WAN
14 8 (0.18%) Skype
15 7 (0.15%) Cisco ASA
Database & Business Intelligence
1 1065 (23.47%) Big Data
2 589 (12.98%) Hadoop
3 558 (12.30%) SQL Server
4 530 (11.68%) Data Warehouse
5 324 (7.14%) Relational Database
6 290 (6.39%) SQL Server Integration Services
7 283 (6.24%) NoSQL
8 258 (5.69%) QlikView
9 191 (4.21%) MySQL
10 189 (4.16%) MongoDB
11 187 (4.12%) SQL Server Reporting Services
12 185 (4.08%) Data Mining
13 183 (4.03%) Apache Hive
14 176 (3.88%) SQL Server Analysis Services
15 165 (3.64%) Power BI
16 135 (2.97%) PostgreSQL
17 125 (2.75%) Apache Cassandra
18 114 (2.51%) RDBMS
19 109 (2.40%) Amazon Redshift
20 108 (2.38%) HBase
Development Applications
1 221 (4.87%) Git (software)
2 167 (3.68%) JIRA
3 141 (3.11%) Jenkins
4 88 (1.94%) Subversion
5 62 (1.37%) TeamCity
6 52 (1.15%) Visual Studio
7 48 (1.06%) Talend Open Studio
8 47 (1.04%) Selenium
9 45 (0.99%) Team Foundation Server
10 43 (0.95%) Hudson
11 38 (0.84%) Karma Test Runner
12 36 (0.79%) JUnit
13 35 (0.77%) Axure RP
13 35 (0.77%) Maven
14 34 (0.75%) Jasmine
15 32 (0.71%) Eclipse
16 27 (0.59%) GitLab
17 26 (0.57%) PhantomJS
17 26 (0.57%) Sonatype Nexus
18 24 (0.53%) WebDriver
General
1 1352 (29.79%) Finance
2 886 (19.52%) Marketing
3 562 (12.38%) Banking
4 436 (9.61%) Retail
5 217 (4.78%) Investment Banking
6 191 (4.21%) Games
7 171 (3.77%) Front Office
8 159 (3.50%) Advertising
9 144 (3.17%) Legal
10 140 (3.09%) Telecoms
11 94 (2.07%) Publishing
12 55 (1.21%) Retail Banking
13 50 (1.10%) Law
14 46 (1.01%) Financial Institution
15 43 (0.95%) Manufacturing
16 41 (0.90%) Pharmaceutical
17 40 (0.88%) Back Office
18 32 (0.71%) French Language
19 30 (0.66%) Spanish Language
20 26 (0.57%) Corporate Banking
Job Titles
1 1023 (22.54%) Developer
2 848 (18.69%) Analyst
3 383 (8.44%) Consultant
4 382 (8.42%) Architect
5 264 (5.82%) Data Scientist
6 239 (5.27%) Data Analyst
7 203 (4.47%) Java Developer
8 200 (4.41%) Senior Developer
9 183 (4.03%) Business Analyst
10 179 (3.94%) C# Developer
11 155 (3.42%) Data Architect
12 152 (3.35%) Software Engineer
13 145 (3.20%) Data Engineer
14 133 (2.93%) Analytics Manager
15 121 (2.67%) Project Manager
16 117 (2.58%) Senior Analyst
17 113 (2.49%) JavaScript Developer
18 111 (2.45%) .NET Developer
19 110 (2.42%) Data Consultant
20 106 (2.34%) SQL Developer
Libraries, Frameworks & Software Standards
1 527 (11.61%) HTML
2 397 (8.75%) .NET
3 371 (8.18%) CSS
4 270 (5.95%) Web Services
5 245 (5.40%) AngularJS
6 217 (4.78%) HTML5
7 172 (3.79%) RESTful
8 166 (3.66%) XML
9 154 (3.39%) REST
10 138 (3.04%) jQuery
11 125 (2.75%) Node.js
12 116 (2.56%) CSS3
13 112 (2.47%) JSON
14 111 (2.45%) ASP.NET
15 107 (2.36%) Spring
16 89 (1.96%) MDX
17 86 (1.90%) Kafka
18 80 (1.76%) J2EE
19 79 (1.74%) .NET Framework
20 74 (1.63%) Akka
Miscellaneous
1 867 (19.11%) Analytical Skills
2 601 (13.24%) Visualisation
3 472 (10.40%) Computer Science
4 327 (7.21%) Mathematics
5 320 (7.05%) User Experience
6 261 (5.75%) Algorithms
7 257 (5.66%) Statistics
8 231 (5.09%) Social Media
9 164 (3.61%) Fintech
10 153 (3.37%) Credit Risk
11 151 (3.33%) Management Information System
12 143 (3.15%) Mobile App
13 113 (2.49%) Data Structures
14 111 (2.45%) Data Integration
15 99 (2.18%) Derivative
16 91 (2.01%) Enterprise Software
17 90 (1.98%) Physics
18 79 (1.74%) Economics
19 73 (1.61%) Artificial Intelligence
20 65 (1.43%) Equities
Operating Systems
1 409 (9.01%) Linux
2 226 (4.98%) Windows
3 139 (3.06%) Unix
4 40 (0.88%) Apple iOS
5 37 (0.82%) Android
5 37 (0.82%) Windows Server
6 28 (0.62%) Ubuntu
7 26 (0.57%) Red Hat Enterprise Linux
8 24 (0.53%) Windows Server 2012
9 21 (0.46%) CentOS
10 19 (0.42%) Windows Server 2008
11 10 (0.22%) Solaris
12 9 (0.20%) Debian
13 5 (0.11%) Windows 7
14 4 (0.088%) AIX
14 4 (0.088%) HPUX
14 4 (0.088%) Windows 10
15 1 (0.022%) Mac OS X
15 1 (0.022%) Windows Server 2003
15 1 (0.022%) Windows XP
Processes & Methodologies
1 1196 (26.36%) Agile Software Development
2 1048 (23.09%) Business Intelligence
3 1012 (22.30%) Data Analytics
4 499 (11.00%) ETL
5 422 (9.30%) E-Commerce
6 413 (9.10%) Machine Learning
7 397 (8.75%) Software Engineering
8 386 (8.51%) Web Analytics
9 359 (7.91%) Stakeholder Management
10 337 (7.43%) Data Analysis
11 334 (7.36%) Scrum
12 330 (7.27%) TDD
13 297 (6.54%) Data Management
14 289 (6.37%) Mentoring
15 280 (6.17%) Data Modelling
15 280 (6.17%) Project Management
16 278 (6.13%) Data Visualisation
17 276 (6.08%) OO
18 268 (5.91%) CRM
19 264 (5.82%) DevOps
Programming Languages
1 1501 (33.08%) SQL
2 883 (19.46%) Python
3 770 (16.97%) Java
4 549 (12.10%) JavaScript
5 466 (10.27%) C#
6 458 (10.09%) R
7 342 (7.54%) Scala
8 239 (5.27%) C++
9 169 (3.72%) T-SQL
10 168 (3.70%) PHP
11 139 (3.06%) Ruby
12 133 (2.93%) Perl
13 122 (2.69%) VBA
14 107 (2.36%) C
15 78 (1.72%) MATLAB
16 62 (1.37%) Shell Script
17 59 (1.30%) Bash Shell
17 59 (1.30%) F#
18 47 (1.04%) Data Analysis Expressions (DAX)
19 45 (0.99%) Go
Qualifications
1 990 (21.82%) Degree
2 181 (3.99%) PhD
3 65 (1.43%) CISSP
4 41 (0.90%) IISP
5 36 (0.79%) Security Cleared
6 34 (0.75%) ISEB
7 33 (0.73%) Microsoft Certification
8 26 (0.57%) Postgraduate
9 22 (0.48%) PMI Certification
10 19 (0.42%) PMP
11 15 (0.33%) CISA
11 15 (0.33%) CISM
12 14 (0.31%) BC Cleared
12 14 (0.31%) GCIH
13 12 (0.26%) GIAC
14 11 (0.24%) CFA
14 11 (0.24%) GCIA
15 10 (0.22%) CEH
15 10 (0.22%) Cisco Certification
15 10 (0.22%) MBA
Quality Assurance & Compliance
1 214 (4.72%) Data Quality
2 213 (4.69%) QA
3 65 (1.43%) ISO/IEC 27001
4 33 (0.73%) SLA
5 21 (0.46%) Basel III
6 19 (0.42%) MiFID
7 18 (0.40%) Basel II
8 16 (0.35%) GCP
9 10 (0.22%) PCI DSS
9 10 (0.22%) Solvency II
10 7 (0.15%) Dodd-Frank
11 6 (0.13%) HL7
12 4 (0.088%) Actionable Recommendations
12 4 (0.088%) FATCA
12 4 (0.088%) SDET
13 3 (0.066%) EMIR
13 3 (0.066%) ISO 9001
13 3 (0.066%) Sarbanes-Oxley
14 2 (0.044%) IAS 39
14 2 (0.044%) ISO 9000
System Software
1 134 (2.95%) Docker
2 61 (1.34%) HDFS
3 48 (1.06%) Active Directory
4 45 (0.99%) Apache Flume
5 40 (0.88%) VMware Infrastructure
6 32 (0.71%) Virtual Machines
7 14 (0.31%) Apache ZooKeeper
8 11 (0.24%) Hyper-V
9 7 (0.15%) VirtualBox
10 5 (0.11%) Snort
11 4 (0.088%) GridGain
11 4 (0.088%) LXC
11 4 (0.088%) Virtual Servers
11 4 (0.088%) vSphere
11 4 (0.088%) XenApp
12 3 (0.066%) Oracle RAC
13 2 (0.044%) Firmware
13 2 (0.044%) Gluster
13 2 (0.044%) Microsoft Virtual Server
14 1 (0.022%) Varnish
Systems Management
1 117 (2.58%) Ansible
2 111 (2.45%) Opscode Chef
3 110 (2.42%) Puppet
4 35 (0.77%) Nagios
5 31 (0.68%) Kubernetes
6 25 (0.55%) Control-M
7 20 (0.44%) Grafana
7 20 (0.44%) Opsview
7 20 (0.44%) Riemann
8 18 (0.40%) Terraform
9 16 (0.35%) Host Intrusion Detection System
9 16 (0.35%) Mesos
10 13 (0.29%) Kibana
11 12 (0.26%) logstash
11 12 (0.26%) Network Intrusion Detection System
12 9 (0.20%) Hadoop YARN
12 9 (0.20%) Oozie
12 9 (0.20%) SCCM
13 8 (0.18%) Piwik
13 8 (0.18%) QRadar
Vendors
1 483 (10.64%) Google
2 463 (10.20%) Tableau
3 417 (9.19%) Microsoft
4 297 (6.54%) Oracle
5 221 (4.87%) Adobe
6 141 (3.11%) SAP
7 103 (2.27%) Splunk
8 100 (2.20%) IBM
9 94 (2.07%) Salesforce.com
10 92 (2.03%) Cognos
11 79 (1.74%) Informatica
12 65 (1.43%) MicroStrategy
13 55 (1.21%) Omniture
13 55 (1.21%) Teradata
14 53 (1.17%) Facebook
14 53 (1.17%) VMware
15 48 (1.06%) Talend
16 44 (0.97%) Cloudera
17 40 (0.88%) Netezza
18 39 (0.86%) Hortonworks
London
HFG
Salary: £45000 - £50000 per annum, Benefits +Bonus & Benefits
Posted: 5 hours ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: 1 hour ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 7 hours ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 5 hours ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 8 hours ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 9 hours ago
London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: 7 hours ago
London
Verticality Ltd
Salary: £55000 - £65000 per annum, Benefits Bonus + Excellent Benefits Package
Posted: 1 hour ago
City, London
Hays Finance Technology
Salary: £60000.00 - £80000.00 per annum
Posted: 4 hours ago
London
Verticality Ltd
Salary: £35000 - £55000 per annum, Benefits Bonus + Benefits Package
Posted: 1 hour ago
South West London
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
London
Montash
Salary: £60000 - £65000 per annum + car allowance + benefits
Posted: 7 hours ago
City, London
Bluetownonline
Salary: £23000 per annum
Posted: 1 hour ago
London
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus
Posted: 21 hours ago
London
Oliver Bernard
Salary: £58000 per annum + Excellent benefits and bonus package
Posted: 23 hours ago
Hounslow, Middlesex
Eligo Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 23 hours ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: Yesterday
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 22 hours ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: Yesterday
London
Initi8 Recruitment
Salary: £30000 - £40000 Per Annum
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £55000 - £65000 per annum
Posted: 22 hours ago
London
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: Yesterday
City, London
Stott & May
Salary: £30000 - £50000 per annum
Posted: 2 days ago
Hounslow, Middlesex
Deerfoot IT Resources Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £65000 - £85000 per annum
Posted: Yesterday
London
Premier IT
Salary: £45000 - £60000 per annum
Posted: Yesterday
South West London
DCV Technologies
Salary: From £50,000 to £60,000 per annum Amazing benefits packages
Posted: Yesterday
London
Venturi
Salary: £75000.00 - £90000.00 per annum + Bonus & Benefits
Posted: Yesterday