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 24 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 25 30 29
Rank change year-on-year +5 -1  
Permanent jobs citing Analytics 2853 2664 3039
As % of all permanent IT jobs advertised in London 7.87% 6.65% 6.77%
As % of the Processes & Methodologies category 8.65% 7.34% 7.60%
Number of salaries quoted 2078 2264 2312
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £39,350 £40,000 £35,000
10% offered a salary of more than £95,000 £95,000 £90,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

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 32999 36295 39974
As % of all permanent IT job vacancies advertised in London 91.07% 90.60% 89.01%
Number of salaries quoted 26315 31429 33583
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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 +8 275 £57,500 -6.50% 91
West End of London +14 17 £62,500 -15.25% 18
Canary Wharf -6 11 £71,250 +29.54%
Bromley +2 9 £46,750 -
Uxbridge +11 8 £35,000 -
Feltham - 6 £35,000 -
Hammersmith -18 5 £52,500 +2.94%
Ealing - 5 £33,000 -
Kingston Upon Thames +17 4 £34,000 -45.60% 1
Docklands, London +3 3 £50,500 -43.88%
Hayes - 3 £36,000 -
Croydon +1 2 £55,000 +10.00% 2
Greenford - 2 £37,500 -
Wimbledon +5 1 £27,500 -45.00% 1
Heathrow +3 1 - -
Moorgate -1 1 £55,000 -12.00%
Twickenham -9 1 £48,000 +6.66%
Dagenham - 1 £47,500 -
Hounslow - 1 £45,000 - 5
Analytics
England

For the 6 months to 24 June 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 2006 (36.96%) Finance
2 1849 (34.07%) SQL
3 1636 (30.15%) Agile Software Development
4 1236 (22.78%) Big Data
5 1219 (22.46%) Python
6 1193 (21.98%) Degree
7 1187 (21.87%) Business Intelligence
8 1185 (21.84%) Data Analytics
9 1108 (20.42%) Analytical Skills
10 987 (18.19%) Java
11 954 (17.58%) Marketing
12 892 (16.44%) Banking
13 881 (16.23%) JavaScript
14 841 (15.50%) SQL Server
15 766 (14.11%) Visualisation
16 714 (13.16%) R
17 685 (12.62%) Tableau
18 624 (11.50%) Data Warehouse
19 621 (11.44%) HTML
20 612 (11.28%) C#
21 605 (11.15%) Google
22 604 (11.13%) Hadoop
23 602 (11.09%) Computer Science
24 601 (11.07%) Retail
25 593 (10.93%) Amazon AWS
26 592 (10.91%) Machine Learning
27 581 (10.71%) Microsoft
28 571 (10.52%) .NET
29 534 (9.84%) User Experience
30 530 (9.77%) Investment Banking

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
1 456 (8.40%) Apache Spark
2 425 (7.83%) SAS
3 175 (3.22%) CMS
4 156 (2.87%) Apache
5 129 (2.38%) Elasticsearch
6 87 (1.60%) Apache Pig
7 84 (1.55%) Tomcat
8 66 (1.22%) Confluence
9 65 (1.20%) WebSphere
10 59 (1.09%) SharePoint
11 58 (1.07%) Apache Solr
12 50 (0.92%) IIS
13 47 (0.87%) JBoss
14 44 (0.81%) Adobe Experience Manager
15 38 (0.70%) nginx
16 30 (0.55%) Sitecore CMS
17 25 (0.46%) WordPress
18 23 (0.42%) EPiServer
18 23 (0.42%) Oracle SOA Suite
19 22 (0.41%) WebLogic
Applications
1 501 (9.23%) Microsoft Excel
2 174 (3.21%) SPSS
3 140 (2.58%) Microsoft Office
4 136 (2.51%) Microsoft PowerPoint
5 57 (1.05%) Photoshop
6 46 (0.85%) Adobe Illustrator
7 37 (0.68%) Spreadsheet
8 35 (0.64%) MS Visio
9 30 (0.55%) Microsoft Project
10 16 (0.29%) OmniGraffle
11 10 (0.18%) InVision
12 7 (0.13%) EViews
13 6 (0.11%) Adobe Creative Suite
14 4 (0.074%) Gephi
14 4 (0.074%) InDesign
14 4 (0.074%) Stata
15 3 (0.055%) GIMP
15 3 (0.055%) SPSS Modeler
15 3 (0.055%) Weka
16 1 (0.018%) GNU Octave
Business Applications
1 36 (0.66%) Actimize
1 36 (0.66%) WebTrends
2 33 (0.61%) Eloqua
3 30 (0.55%) Adobe Campaign
4 28 (0.52%) SAP Oil and Gas
5 25 (0.46%) Dynamics CRM
6 20 (0.37%) SAP InfiniteInsight
7 15 (0.28%) SAP ERP
8 13 (0.24%) Dynamics AX
8 13 (0.24%) Magento
9 12 (0.22%) Oracle EBS
10 11 (0.20%) Cognos TM1
10 11 (0.20%) Oracle Payables
10 11 (0.20%) SessionCam
11 10 (0.18%) Cognos Business Intelligence
11 10 (0.18%) FastStats
11 10 (0.18%) Remedy ITSM
11 10 (0.18%) Siebel Analytics
12 9 (0.17%) Oracle Assets
12 9 (0.17%) Oracle FAH
Cloud Services
1 593 (10.93%) Amazon AWS
2 426 (7.85%) Google Analytics
3 358 (6.60%) Microsoft Azure
4 233 (4.29%) SaaS
5 161 (2.97%) Adobe Analytics
6 108 (1.99%) Google Cloud Platform
7 102 (1.88%) Cloud Computing
8 80 (1.47%) PaaS
9 64 (1.18%) Azure Machine Learning
10 53 (0.98%) Amazon EC2
11 48 (0.88%) GitHub
12 45 (0.83%) Google Tag Manager
13 44 (0.81%) IaaS
14 43 (0.79%) AdWords
15 42 (0.77%) Amazon S3
16 34 (0.63%) Amazon EMR
17 33 (0.61%) Google Play
18 32 (0.59%) Amazon Kinesis
19 29 (0.53%) Office 365
20 18 (0.33%) Salesforce Service Cloud
Communications & Networking
1 86 (1.58%) Firewall
2 68 (1.25%) Internet
3 66 (1.22%) Network Security
4 49 (0.90%) HTTP
5 32 (0.59%) DNS
6 31 (0.57%) SSL
7 30 (0.55%) TCP/IP
8 27 (0.50%) WAN
9 26 (0.48%) VPN
10 25 (0.46%) DHCP
11 23 (0.42%) LAN
12 21 (0.39%) Intrusion Detection
13 20 (0.37%) BGP
13 20 (0.37%) Wireless
14 18 (0.33%) IPsec
14 18 (0.33%) OSPF
15 15 (0.28%) SNMP
16 13 (0.24%) Cisco ASA
17 12 (0.22%) Broadband
17 12 (0.22%) VoIP
Database & Business Intelligence
1 1236 (22.78%) Big Data
2 841 (15.50%) SQL Server
3 624 (11.50%) Data Warehouse
4 604 (11.13%) Hadoop
5 376 (6.93%) NoSQL
6 325 (5.99%) QlikView
7 270 (4.98%) SQL Server Integration Services
8 262 (4.83%) Relational Database
9 230 (4.24%) SQL Server Reporting Services
10 224 (4.13%) MySQL
10 224 (4.13%) Power BI
11 207 (3.81%) MongoDB
12 194 (3.57%) Apache Hive
13 191 (3.52%) Data Mining
14 174 (3.21%) SQL Server Analysis Services
15 163 (3.00%) Apache Cassandra
16 152 (2.80%) BusinessObjects
17 151 (2.78%) PostgreSQL
18 111 (2.05%) RDBMS
19 109 (2.01%) Amazon Redshift
Development Applications
1 284 (5.23%) Git (software)
2 226 (4.16%) JIRA
3 159 (2.93%) Jenkins
4 117 (2.16%) Selenium
5 81 (1.49%) Subversion
6 80 (1.47%) gulp
7 77 (1.42%) Maven
8 74 (1.36%) Talend Open Studio
9 73 (1.35%) Cucumber
10 62 (1.14%) TeamCity
11 60 (1.11%) Grunt
12 57 (1.05%) Karma Test Runner
13 54 (1.00%) JUnit
13 54 (1.00%) Mockito
14 44 (0.81%) Mocha
15 42 (0.77%) Team Foundation Server
16 41 (0.76%) Sonatype Nexus
16 41 (0.76%) Visual Studio
17 34 (0.63%) WebDriver
18 33 (0.61%) Ant
General
1 2006 (36.96%) Finance
2 954 (17.58%) Marketing
3 892 (16.44%) Banking
4 601 (11.07%) Retail
5 530 (9.77%) Investment Banking
6 304 (5.60%) Front Office
7 201 (3.70%) Retail Banking
8 184 (3.39%) Advertising
9 168 (3.10%) Games
10 152 (2.80%) Telecoms
11 115 (2.12%) Publishing
12 95 (1.75%) Legal
13 89 (1.64%) Financial Institution
14 60 (1.11%) Manufacturing
15 52 (0.96%) Law
16 51 (0.94%) Pharmaceutical
17 29 (0.53%) Back Office
17 29 (0.53%) Electronics
18 24 (0.44%) Corporate Banking
18 24 (0.44%) Private Banking
Job Titles
1 1450 (26.72%) Developer
2 980 (18.06%) Analyst
3 392 (7.22%) Consultant
4 353 (6.50%) Architect
5 347 (6.39%) Data Scientist
6 341 (6.28%) C# Developer
7 232 (4.27%) Data Analyst
8 227 (4.18%) Business Analyst
9 214 (3.94%) Analytics Manager
10 200 (3.69%) Senior Developer
11 184 (3.39%) Data Engineer
12 174 (3.21%) Java Developer
13 160 (2.95%) Data Architect
14 150 (2.76%) C# Developer - Investment Banking
15 148 (2.73%) Business Intelligence Developer
16 146 (2.69%) Analytics Consultant
16 146 (2.69%) Senior Analyst
17 136 (2.51%) SQL Developer
18 134 (2.47%) Project Manager
19 132 (2.43%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 621 (11.44%) HTML
2 571 (10.52%) .NET
3 504 (9.29%) CSS
4 458 (8.44%) AngularJS
5 325 (5.99%) Web Services
6 260 (4.79%) HTML5
7 237 (4.37%) Node.js
8 232 (4.27%) RESTful
9 203 (3.74%) XML
10 193 (3.56%) jQuery
11 173 (3.19%) REST
12 159 (2.93%) React
13 150 (2.76%) Kafka
14 149 (2.75%) JSON
15 142 (2.62%) .NET Framework
16 129 (2.38%) CSS3
17 126 (2.32%) ASP.NET
18 125 (2.30%) D3.js
18 125 (2.30%) Spring
19 102 (1.88%) Sass
Miscellaneous
1 1108 (20.42%) Analytical Skills
2 602 (11.09%) Computer Science
3 534 (9.84%) User Experience
4 274 (5.05%) Algorithms
5 261 (4.81%) Fintech
6 198 (3.65%) Management Information System
6 198 (3.65%) Social Media
7 179 (3.30%) Derivative
8 176 (3.24%) Foreign Exchange (FX)
9 159 (2.93%) Fixed Income
10 158 (2.91%) Greenfield Project
11 153 (2.82%) Enterprise Software
12 135 (2.49%) Credit Risk
13 124 (2.28%) Equities
14 106 (1.95%) Data Structures
15 101 (1.86%) Mobile App
16 85 (1.57%) Hedge funds
17 53 (0.98%) Data Centre
18 43 (0.79%) Blog
19 42 (0.77%) Equity Derivative
Operating Systems
1 496 (9.14%) Linux
2 312 (5.75%) Windows
3 217 (4.00%) Unix
4 101 (1.86%) Android
5 87 (1.60%) Apple iOS
6 73 (1.35%) Windows Server
7 36 (0.66%) Windows Server 2012
8 35 (0.64%) Windows 10
8 35 (0.64%) Windows 7
9 34 (0.63%) Windows Server 2008
10 21 (0.39%) CentOS
11 13 (0.24%) Kali Linux
12 11 (0.20%) Mac OS X
12 11 (0.20%) Red Hat Enterprise Linux
13 10 (0.18%) Mac OS
13 10 (0.18%) Ubuntu
14 8 (0.15%) Solaris
15 6 (0.11%) Windows Mobile
16 5 (0.092%) AIX
17 4 (0.074%) Debian
Processes & Methodologies
1 1636 (30.15%) Agile Software Development
2 1187 (21.87%) Business Intelligence
3 1185 (21.84%) Data Analytics
4 766 (14.11%) Visualisation
5 592 (10.91%) Machine Learning
6 530 (9.77%) Mathematics
7 514 (9.47%) ETL
8 465 (8.57%) Scrum
9 451 (8.31%) Data Visualisation
10 445 (8.20%) Data Modelling
11 425 (7.83%) E-Commerce
12 413 (7.61%) Data Analysis
13 399 (7.35%) Software Engineering
14 393 (7.24%) TDD
15 387 (7.13%) Project Management
16 377 (6.95%) Asset Management
16 377 (6.95%) Web Analytics
17 365 (6.73%) Data Management
18 348 (6.41%) DevOps
19 325 (5.99%) Statistics
Programming Languages
1 1849 (34.07%) SQL
2 1219 (22.46%) Python
3 987 (18.19%) Java
4 881 (16.23%) JavaScript
5 714 (13.16%) R
6 612 (11.28%) C#
7 371 (6.84%) Scala
8 330 (6.08%) C++
9 191 (3.52%) VBA
10 175 (3.22%) PHP
11 163 (3.00%) T-SQL
12 153 (2.82%) C
13 100 (1.84%) PL/SQL
14 86 (1.58%) Shell Script
15 85 (1.57%) MATLAB
16 82 (1.51%) Bash Shell
17 80 (1.47%) Perl
17 80 (1.47%) Ruby
18 74 (1.36%) TypeScript
19 63 (1.16%) PowerShell
Qualifications
1 1193 (21.98%) Degree
2 243 (4.48%) Computer Science Degree
3 222 (4.09%) PhD
4 156 (2.87%) Numerate Degree
5 111 (2.05%) Master's Degree
6 67 (1.23%) Security Cleared
7 49 (0.90%) GIAC
8 44 (0.81%) SC Cleared
9 41 (0.76%) CISSP
10 39 (0.72%) CISA
11 38 (0.70%) Microsoft Certification
12 37 (0.68%) ISEB
13 33 (0.61%) GSEC
14 28 (0.52%) Cisco Certification
14 28 (0.52%) DV Cleared
15 27 (0.50%) CISM
15 27 (0.50%) PMI Certification
16 24 (0.44%) PMP
17 23 (0.42%) Postgraduate
18 21 (0.39%) MBA
Quality Assurance & Compliance
1 280 (5.16%) QA
2 260 (4.79%) Data Quality
3 29 (0.53%) GDPR
3 29 (0.53%) PMO
4 28 (0.52%) ISO/IEC 27001
5 21 (0.39%) Basel III
6 20 (0.37%) SLA
7 14 (0.26%) WCAG
8 13 (0.24%) MiFID
9 12 (0.22%) IFRS
10 11 (0.20%) IFRS 9
11 10 (0.18%) Actionable Recommendations
11 10 (0.18%) PCI DSS
12 9 (0.17%) GCP
13 7 (0.13%) Dodd-Frank
13 7 (0.13%) ISO/IEC 20000
13 7 (0.13%) Solvency II
14 6 (0.11%) IAS 39
15 4 (0.074%) Cyber Essentials
16 2 (0.037%) EMIR
System Software
1 137 (2.52%) Docker
2 73 (1.35%) Active Directory
3 65 (1.20%) HDFS
4 52 (0.96%) Apache Flume
5 39 (0.72%) VMware Infrastructure
6 20 (0.37%) Virtual Machines
7 19 (0.35%) Hyper-V
7 19 (0.35%) Snort
8 13 (0.24%) ProxySG
9 11 (0.20%) XenApp
10 8 (0.15%) Apache ZooKeeper
11 7 (0.13%) Slurm Workload Manager
12 6 (0.11%) Firmware
13 5 (0.092%) VirtualBox
13 5 (0.092%) vSphere
14 3 (0.055%) KVM
14 3 (0.055%) Postfix
14 3 (0.055%) Xen
15 2 (0.037%) Terminal Server
16 1 (0.018%) VMware Workstation
Systems Management
1 83 (1.53%) Ansible
2 60 (1.11%) Puppet
3 59 (1.09%) Opscode Chef
4 42 (0.77%) Kibana
5 34 (0.63%) SCCM
6 28 (0.52%) Kubernetes
7 26 (0.48%) Nessus
7 26 (0.48%) Nexpose
8 22 (0.41%) Oozie
9 20 (0.37%) logstash
10 19 (0.35%) QRadar
11 16 (0.29%) Piwik
12 15 (0.28%) RSA Security Analytics
12 15 (0.28%) WSUS
13 14 (0.26%) Core Impact
13 14 (0.26%) EnCase
13 14 (0.26%) McAfee ePO
13 14 (0.26%) Nagios
13 14 (0.26%) OpenVAS
13 14 (0.26%) PowerBroker
Vendors
1 685 (12.62%) Tableau
2 605 (11.15%) Google
3 581 (10.71%) Microsoft
4 491 (9.05%) Oracle
5 282 (5.20%) Adobe
6 193 (3.56%) SAP
7 113 (2.08%) Salesforce.com
8 106 (1.95%) IBM
9 97 (1.79%) Splunk
10 91 (1.68%) MicroStrategy
11 81 (1.49%) Alteryx
12 77 (1.42%) Informatica
13 76 (1.40%) Cisco
14 74 (1.36%) Talend
15 70 (1.29%) Cognos
16 69 (1.27%) Cognizant
17 65 (1.20%) Hortonworks
18 64 (1.18%) Cloudera
18 64 (1.18%) Facebook
19 54 (1.00%) Omniture
London
Venturi
Salary: £45000.00 - £60000.00 per annum + 10% Bonus & Benefits
Posted: 7 hours ago
London
Venturi
Salary: £550000.00 - £750000.00 per annum + Bonus & Benefits
Posted: 7 hours ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 7 hours ago
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: Yesterday
London
Venturi
Salary: £50000 - £60000 per annum + Bonus & Benefits
Posted: 7 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 15 hours ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
London
Mortimer Spinks
Salary: £65000 - £80000 per annum
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £110000 per annum + 20% bonus & full bens
Posted: Yesterday
West London
Franklin Bates
Salary: From £35,000 to £65,000 per annum
Posted: Yesterday
West London
AB Recruit
Salary: £30000 - £35000 Per Annum
Posted: Yesterday
London
Charlotte James Associates
Salary: £45000 - £55000 per annum + Bonus & benefits
Posted: 7 hours ago
London
FPSG Connect
Salary: Benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 11 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: Yesterday
London
Boston Hale
Salary: £38000.00 - £42000.00 per annum + Benefits
Posted: Yesterday
London
Ashdown IT
Salary: £35000 - £45000 per annum + bonus and benefits
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: Competitive salary and excellent benefits
Posted: Yesterday
London
Salt
Salary: £35000 - £45000 per annum + + benefits
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: Yesterday
London
Harvey Nash plc
Salary: £40000 - £70000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: Yesterday
City, London
Ampersand Consulting
Salary: £28000 - £32000 per annum
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: Yesterday
London
Oliver Bernard
Salary: £55000 per annum + Excellent benefits package
Posted: 2 days ago
City, London
Athelstan Search
Salary: From £60,000 to £85,000 per annum + Share Options + Great Benefits
Posted: 2 days ago
West London
Michael Bailey Associates
Salary: Market Rates
Posted: Yesterday