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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 36 33 47
Rank change year-on-year
-3 +14
Permanent jobs citing Analytics 2210 2817 2458
As % of all permanent IT jobs located in London 6.20% 6.51% 5.41%
As % of the Processes & Methodologies category 6.96% 7.38% 6.28%
Number of salaries quoted 1814 2307 1916
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £35,150 £36,000 £35,000
10% offered a salary of more than £95,000 £90,000 £82,500
UK excluding London median salary £45,000 £45,000 £44,750
% change year-on-year
- +0.55%
Analytics
England

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
31761 38164 39144
As % of all permanent IT jobs located in London 89.10% 88.26% 86.21%
Number of salaries quoted 26962 32213 33035
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 £40,000 £38,500 £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 5 December 2016.

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 5 December 2016. 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
(Click see detailed
statistics and trends)
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 +2 358 £61,500 +2.50% 65
Canary Wharf -4 10 £55,000 -18.51%
Greenwich - 7 £65,000 - 1
Twickenham +1 5 £35,000 -7.89% 1
Wimbledon -9 5 £55,000 -21.42%
Croydon +6 4 £48,250 +7.22% 3
Brentford +2 4 £60,000 +33.33%
Uxbridge +6 3 - - 1
Kingston Upon Thames -13 3 £70,000 +39.86%
Beckenham +5 2 £42,500 +1.19%
Bromley +4 2 £58,750 +80.76%
Docklands, London +9 1 £200,000 +146.15%
Hammersmith +2 1 £63,500 +20.95%
Chiswick -4 1 - -
Mayfair - 1 £35,000 -
Paddington - 1 £45,000 -
Barnet - 1 £50,000 -
Enfield - 1 £42,500 -
New Malden - 1 £27,500 - 1
Surbiton - 1 £42,500 -
Wembley - 1 £32,500 -
Analytics
England

Analytics
Top 30 Related IT Skills in London

For the 6 months to 5 December 2016, 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 1538 (33.05%) SQL
2 1419 (30.50%) Finance
3 1177 (25.30%) Agile Software Development
4 1150 (24.72%) Big Data
5 1120 (24.07%) Data Analytics
6 1092 (23.47%) Business Intelligence
7 1016 (21.84%) Degree
8 962 (20.67%) Analytical Skills
9 919 (19.75%) Python
10 895 (19.23%) Marketing
11 785 (16.87%) Java
12 652 (14.01%) Hadoop
13 592 (12.72%) Visualisation
14 568 (12.21%) Data Warehouse
15 547 (11.76%) SQL Server
16 536 (11.52%) ETL
16 536 (11.52%) Computer Science
17 528 (11.35%) JavaScript
18 525 (11.28%) Banking
19 487 (10.47%) Google
20 478 (10.27%) Tableau
21 475 (10.21%) HTML
22 452 (9.71%) Machine Learning
23 446 (9.59%) Microsoft
24 443 (9.52%) R
25 437 (9.39%) C#
26 425 (9.13%) Amazon AWS
27 412 (8.85%) Retail
28 400 (8.60%) Software Engineering
29 394 (8.47%) Stakeholder Management

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
1 386 (8.30%) Apache Spark
2 368 (7.91%) SAS
3 134 (2.88%) CMS
4 123 (2.64%) Apache
5 119 (2.56%) SharePoint
6 114 (2.45%) Apache Pig
7 97 (2.08%) Elasticsearch
8 68 (1.46%) IIS
9 48 (1.03%) WebSphere
10 44 (0.95%) Confluence
11 41 (0.88%) Tomcat
12 39 (0.84%) Apache Solr
13 30 (0.64%) Adobe Experience Manager
14 29 (0.62%) WordPress
15 27 (0.58%) JBoss
16 22 (0.47%) Drupal
17 21 (0.45%) OpenStack
18 19 (0.41%) EPiServer CMS
19 18 (0.39%) nginx
20 16 (0.34%) Sitecore CMS
Applications
1 308 (6.62%) MS Excel
2 178 (3.83%) SPSS
3 113 (2.43%) MS PowerPoint
4 110 (2.36%) MS Office
5 47 (1.01%) Photoshop
6 27 (0.58%) MS Visio
7 26 (0.56%) MS Project
8 24 (0.52%) Spreadsheet
9 18 (0.39%) Adobe Illustrator
10 15 (0.32%) InVision
11 11 (0.24%) GNU Octave
12 9 (0.19%) Stata
13 8 (0.17%) Fireworks
14 7 (0.15%) OmniGraffle
15 6 (0.13%) Adobe Creative Suite
15 6 (0.13%) EViews
15 6 (0.13%) Mathematica
16 5 (0.11%) Chatbot
17 3 (0.064%) Gephi
17 3 (0.064%) InDesign
Business Applications
1 35 (0.75%) Cognos Business Intelligence
2 31 (0.67%) WebTrends
3 30 (0.64%) Dynamics CRM
4 26 (0.56%) Adobe Campaign
5 22 (0.47%) Salesforce.com CRM
6 21 (0.45%) Cognos TM1
7 19 (0.41%) Eloqua
8 13 (0.28%) SAP Oil and Gas
9 12 (0.26%) Cognos Planning
10 9 (0.19%) Relativity
10 9 (0.19%) SAP ERP
11 8 (0.17%) Dynamics AX
11 8 (0.17%) FastStats
11 8 (0.17%) Payment Gateway
11 8 (0.17%) SAP HR
12 7 (0.15%) Hyperion Enterprise
12 7 (0.15%) Magento
12 7 (0.15%) Oracle Applications
12 7 (0.15%) Siebel Analytics
13 6 (0.13%) SAP BPC
Cloud Services
1 425 (9.13%) Amazon AWS
2 367 (7.89%) Google Analytics
3 233 (5.01%) Microsoft Azure
4 152 (3.27%) SaaS
5 97 (2.08%) Adobe Analytics
6 91 (1.96%) Cloud Computing
7 86 (1.85%) Amazon EC2
8 83 (1.78%) Google Cloud Platform
9 71 (1.53%) GitHub
10 62 (1.33%) Amazon S3
11 55 (1.18%) PaaS
12 46 (0.99%) AdWords
13 43 (0.92%) Amazon EMR
14 33 (0.71%) Office 365
15 29 (0.62%) Data Lake Analytics
16 28 (0.60%) Google Tag Manager
17 26 (0.56%) Amazon Kinesis
17 26 (0.56%) IaaS
18 20 (0.43%) IBM Cloud
19 17 (0.37%) AWS Elastic Beanstalk
Communications & Networking
1 115 (2.47%) Internet
2 95 (2.04%) Firewall
3 86 (1.85%) HTTP
4 55 (1.18%) Intrusion Detection
5 35 (0.75%) DNS
6 28 (0.60%) TCP/IP
7 24 (0.52%) Network Security
8 23 (0.49%) SSL
9 17 (0.37%) LAN
9 17 (0.37%) Wireless
9 17 (0.37%) Wireshark
10 16 (0.34%) WAN
11 15 (0.32%) FTP
12 13 (0.28%) DHCP
13 12 (0.26%) DMZ
13 12 (0.26%) Intranet
14 11 (0.24%) Cisco ASA
14 11 (0.24%) VPN
15 10 (0.21%) LDAP
15 10 (0.21%) Unified Communications
Database & Business Intelligence
1 1150 (24.72%) Big Data
2 652 (14.01%) Hadoop
3 568 (12.21%) Data Warehouse
4 547 (11.76%) SQL Server
5 324 (6.96%) Relational Database
6 316 (6.79%) NoSQL
7 292 (6.28%) SQL Server Integration Services
8 265 (5.70%) QlikView
9 224 (4.81%) Data Mining
10 213 (4.58%) SQL Server Reporting Services
11 195 (4.19%) Apache Hive
12 192 (4.13%) MongoDB
13 172 (3.70%) SQL Server Analysis Services
14 171 (3.68%) MySQL
15 149 (3.20%) Power BI
16 141 (3.03%) PostgreSQL
17 137 (2.94%) Apache Cassandra
18 129 (2.77%) BusinessObjects
19 126 (2.71%) RDBMS
20 109 (2.34%) Amazon Redshift
Development Applications
1 185 (3.98%) Git (software)
2 142 (3.05%) Jenkins
3 130 (2.79%) JIRA
4 59 (1.27%) Visual Studio
5 54 (1.16%) Subversion
6 49 (1.05%) TeamCity
7 42 (0.90%) Talend Open Studio
7 42 (0.90%) Team Foundation Server
8 41 (0.88%) Selenium
9 34 (0.73%) Karma Test Runner
10 32 (0.69%) Hudson
10 32 (0.69%) Maven
11 30 (0.64%) Jasmine
12 29 (0.62%) JUnit
13 26 (0.56%) GitLab
14 25 (0.54%) Eclipse
14 25 (0.54%) Grunt
14 25 (0.54%) PhantomJS
15 24 (0.52%) Atlassian Bamboo
15 24 (0.52%) Axure RP
General
1 1419 (30.50%) Finance
2 895 (19.23%) Marketing
3 525 (11.28%) Banking
4 412 (8.85%) Retail
5 199 (4.28%) Games
6 184 (3.95%) Investment Banking
7 174 (3.74%) Advertising
8 157 (3.37%) Front Office
9 142 (3.05%) Legal
10 138 (2.97%) Telecoms
11 90 (1.93%) Publishing
12 55 (1.18%) Retail Banking
13 54 (1.16%) Law
14 52 (1.12%) Financial Institution
15 46 (0.99%) Manufacturing
16 38 (0.82%) Pharmaceutical
17 35 (0.75%) French Language
18 31 (0.67%) Back Office
18 31 (0.67%) Spanish Language
19 26 (0.56%) Corporate Banking
Job Titles
1 1020 (21.92%) Developer
2 810 (17.41%) Analyst
3 422 (9.07%) Consultant
4 399 (8.58%) Architect
5 291 (6.25%) Data Scientist
6 244 (5.24%) Data Analyst
7 228 (4.90%) Senior Developer
8 211 (4.53%) Java Developer
9 186 (4.00%) Business Analyst
10 180 (3.87%) Data Architect
11 161 (3.46%) Software Engineer
12 147 (3.16%) C# Developer
13 146 (3.14%) Project Manager
14 137 (2.94%) Analytics Manager
15 123 (2.64%) Data Engineer
16 116 (2.49%) Data Consultant
17 115 (2.47%) Senior Manager
18 112 (2.41%) .NET Developer
19 111 (2.39%) JavaScript Developer
20 105 (2.26%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 475 (10.21%) HTML
2 359 (7.72%) .NET
3 338 (7.26%) CSS
4 265 (5.70%) Web Services
5 190 (4.08%) HTML5
6 185 (3.98%) AngularJS
7 152 (3.27%) XML
8 151 (3.25%) REST
9 136 (2.92%) RESTful
10 125 (2.69%) jQuery
11 113 (2.43%) Node.js
12 105 (2.26%) ASP.NET
12 105 (2.26%) JSON
13 103 (2.21%) CSS3
14 95 (2.04%) Spring
15 92 (1.98%) Kafka
16 84 (1.81%) Akka
16 84 (1.81%) MDX
17 76 (1.63%) D3.js
18 75 (1.61%) .NET Framework
Miscellaneous
1 962 (20.67%) Analytical Skills
2 592 (12.72%) Visualisation
3 536 (11.52%) Computer Science
4 383 (8.23%) Mathematics
5 306 (6.58%) User Experience
6 300 (6.45%) Statistics
7 289 (6.21%) Algorithms
8 200 (4.30%) Social Media
9 181 (3.89%) Management Information System
10 174 (3.74%) Mobile App
11 155 (3.33%) Fintech
12 127 (2.73%) Data Integration
13 120 (2.58%) Data Structures
14 119 (2.56%) Credit Risk
15 111 (2.39%) Derivative
16 105 (2.26%) Physics
17 85 (1.83%) Equities
18 80 (1.72%) Artificial Intelligence
19 78 (1.68%) Economics
20 68 (1.46%) Enterprise Software
Operating Systems
1 372 (7.99%) Linux
2 234 (5.03%) Windows
3 137 (2.94%) Unix
4 55 (1.18%) Apple iOS
5 51 (1.10%) Android
6 34 (0.73%) Ubuntu
6 34 (0.73%) Windows Server
7 29 (0.62%) Red Hat Enterprise Linux
8 23 (0.49%) Mac OS X
9 22 (0.47%) Windows Server 2012
10 18 (0.39%) Windows Server 2008
11 16 (0.34%) CentOS
12 11 (0.24%) Solaris
12 11 (0.24%) Windows 10
13 8 (0.17%) AIX
13 8 (0.17%) HPUX
14 6 (0.13%) Debian
15 4 (0.086%) Windows 7
16 2 (0.043%) VMS
17 1 (0.021%) Windows XP
Processes & Methodologies
1 1177 (25.30%) Agile Software Development
2 1120 (24.07%) Data Analytics
3 1092 (23.47%) Business Intelligence
4 536 (11.52%) ETL
5 452 (9.71%) Machine Learning
6 400 (8.60%) Software Engineering
7 394 (8.47%) Stakeholder Management
8 390 (8.38%) E-Commerce
9 346 (7.44%) Data Analysis
10 337 (7.24%) Data Management
11 332 (7.14%) Project Management
12 321 (6.90%) Web Analytics
13 308 (6.62%) TDD
14 304 (6.53%) Scrum
15 295 (6.34%) Data Modelling
16 286 (6.15%) Data Visualisation
17 271 (5.82%) Mentoring
18 261 (5.61%) Digital Marketing
19 259 (5.57%) CRM
20 256 (5.50%) DevOps
Programming Languages
1 1538 (33.05%) SQL
2 919 (19.75%) Python
3 785 (16.87%) Java
4 528 (11.35%) JavaScript
5 443 (9.52%) R
6 437 (9.39%) C#
7 351 (7.54%) Scala
8 249 (5.35%) C++
9 165 (3.55%) PHP
10 162 (3.48%) T-SQL
11 140 (3.01%) Perl
12 128 (2.75%) Ruby
13 113 (2.43%) VBA
14 92 (1.98%) C
15 87 (1.87%) MATLAB
16 59 (1.27%) PowerShell
17 57 (1.23%) Bash Shell
18 54 (1.16%) F#
19 50 (1.07%) Haskell
20 48 (1.03%) Shell Script
Qualifications
1 1016 (21.84%) Degree
2 209 (4.49%) PhD
3 86 (1.85%) CISSP
4 48 (1.03%) Security Cleared
5 39 (0.84%) IISP
6 38 (0.82%) SANS
7 29 (0.62%) PMI Certification
8 27 (0.58%) Cisco Certification
9 26 (0.56%) Microsoft Certification
10 24 (0.52%) ISEB
11 22 (0.47%) CISM
12 21 (0.45%) (ISC)2 CCSP
12 21 (0.45%) CCSP
12 21 (0.45%) PMP
13 19 (0.41%) GIAC
14 16 (0.34%) BC Cleared
14 16 (0.34%) Postgraduate
15 15 (0.32%) SC Cleared
16 12 (0.26%) CISA
17 9 (0.19%) CIMA
Quality Assurance & Compliance
1 238 (5.11%) Data Quality
2 223 (4.79%) QA
3 61 (1.31%) ISO/IEC 27001
4 29 (0.62%) SLA
5 20 (0.43%) MiFID
6 18 (0.39%) GCP
7 16 (0.34%) Basel III
8 13 (0.28%) Basel II
9 10 (0.21%) Solvency II
10 8 (0.17%) Actionable Recommendations
10 8 (0.17%) PCI DSS
11 7 (0.15%) Dodd-Frank
12 6 (0.13%) HL7
13 5 (0.11%) FATCA
13 5 (0.11%) ISO 9000
14 4 (0.086%) WCAG
15 3 (0.064%) EMIR
15 3 (0.064%) PMBOK
15 3 (0.064%) Sarbanes-Oxley
15 3 (0.064%) WAI
System Software
1 128 (2.75%) Docker
2 64 (1.38%) HDFS
3 56 (1.20%) Active Directory
4 45 (0.97%) VMware Infrastructure
5 44 (0.95%) Virtual Machines
6 37 (0.80%) Apache Flume
7 19 (0.41%) Apache ZooKeeper
8 15 (0.32%) VirtualBox
9 13 (0.28%) Hyper-V
10 7 (0.15%) Oracle RAC
11 6 (0.13%) Snort
12 5 (0.11%) Virtual Servers
12 5 (0.11%) vSphere
13 4 (0.086%) GridGain
13 4 (0.086%) LXC
14 3 (0.064%) Firmware
14 3 (0.064%) vCloud
15 2 (0.043%) Gluster
15 2 (0.043%) Microsoft Virtual Server
15 2 (0.043%) Xen
Systems Management
1 104 (2.24%) Puppet
2 100 (2.15%) Ansible
3 96 (2.06%) Opscode Chef
4 34 (0.73%) Nagios
5 29 (0.62%) Kubernetes
6 26 (0.56%) Control-M
7 25 (0.54%) Host Intrusion Detection System
8 17 (0.37%) Oozie
8 17 (0.37%) Terraform
9 16 (0.34%) Ambari
9 16 (0.34%) Mesos
10 15 (0.32%) Grafana
10 15 (0.32%) Hadoop YARN
10 15 (0.32%) Opsview
10 15 (0.32%) Riemann
11 12 (0.26%) Network Intrusion Detection System
11 12 (0.26%) SCCM
12 10 (0.21%) Salt
13 7 (0.15%) QRadar
14 6 (0.13%) HP Quality Center
Vendors
1 487 (10.47%) Google
2 478 (10.27%) Tableau
3 446 (9.59%) Microsoft
4 307 (6.60%) Oracle
5 204 (4.38%) Adobe
6 176 (3.78%) SAP
7 108 (2.32%) Salesforce.com
8 104 (2.24%) Informatica
9 102 (2.19%) IBM
10 101 (2.17%) Cognos
11 85 (1.83%) Splunk
12 76 (1.63%) Cloudera
13 67 (1.44%) MicroStrategy
14 64 (1.38%) Omniture
15 62 (1.33%) Hortonworks
15 62 (1.33%) VMware
16 58 (1.25%) Facebook
17 54 (1.16%) Teradata
18 49 (1.05%) Netezza
19 42 (0.90%) Talend
City, London
Premier Media
Posted: 2 hours ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus, benefits, pension
Posted: 2 hours ago
London
Harvey Nash plc
Salary: £40000 - £50000 per annum
Posted: 1 hour ago
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 6 hours ago
City, London
Hays Finance Technology
Salary: £80000.00 - £90000.00 per annum + a generous bonus
Posted: 1 hour ago
Twickenham, Middlesex
Digitech Resourcing Ltd
Salary: From £35,000 to £40,000 per annum + Training, Pension, Childcare, Eye
Posted: 1 hour ago
London
Parallel Consulting
Salary: £80000 - £95000 per annum + bonus, benefits, pension
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 1 hour ago
City, London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 4 hours ago
South West London
Oxbridge Answers
Salary: 80000 + 10% Bonus
Posted: 2 hours ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: 12 hours ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: Yesterday
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 3 days ago
London
First Point
Salary: £50000.00 - £70000.00 per annum
Posted: 2 days ago
South East London
Sage UK Limited
Posted: 2 days ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum
Posted: 3 days ago
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: 3 days ago
South West London
World First
Posted: 2 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £50000 - £51000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Parallel Consulting
Salary: £40000 - £85000 per annum + benefits
Posted: 3 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 3 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 3 days ago
Central London / West End
Intelletec
Salary: From £40,000 to £50,000 per annum depending on experience
Posted: 3 days ago
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 3 days ago
City, London
Oliver James Associates
Salary: £80000 - £105000 per annum
Posted: 3 days ago