The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Data Analysis
Rank 172 160 168
Rank change year-on-year
-12 +8
Permanent jobs citing Data Analysis 837 912 1004
As % of all permanent IT jobs located in London 1.98% 2.04% 2.05%
As % of the Processes & Methodologies category 2.22% 2.34% 2.37%
Number of salaries quoted 683 744 811
Average salary £52,500 £52,500 £52,500
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £82,500 £77,500 £77,500
UK excluding London average salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
Data Analysis
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
37638 38904 42384
As % of all permanent IT jobs located in London 89.06% 87.02% 86.49%
Number of salaries quoted 32337 32468 34810
Average salary £60,000 £57,500 £55,000
Average salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,084 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the London region as a proportion of the total demand within the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in London

Data Analysis
Salary Trend in London

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

Data Analysis Salary Trend in London

Data Analysis
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Analysis across the London region over the 3 months to 29 April 2016.

Data Analysis Salary Histogram in London

Data Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Analysis within the London region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +6 165 £50,000 -4.76% 29
Wimbledon - 8 - - 1
Uxbridge +8 5 £40,000 -
Kingston Upon Thames - 3 £28,000 - 1
Canary Wharf +5 2 £48,750 -18.75%
Bromley 0 2 £28,750 -42.50%
Twickenham - 2 £60,000 -
Chiswick - 2 £42,500 -
Beckenham - 2 £31,000 -
Feltham 0 1 £40,000 -
Dagenham -3 1 £67,500 +50.00%
Romford -5 1 £82,500 +153.84%
Hendon - 1 £58,500 -
Brentford - 1 £60,000 -
Hayes - 1 £47,500 -
Orpington - 1 £39,979 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 29 April 2016, IT jobs across the London region citing Data Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis.

1 790 (47.16%) SQL
2 602 (35.94%) Finance
3 563 (33.61%) Analytical Skills
4 447 (26.69%) Business Intelligence
5 437 (26.09%) Analytics
6 367 (21.91%) Degree
7 345 (20.60%) Agile Software Development
8 340 (20.30%) SQL Server
9 307 (18.33%) Microsoft
10 294 (17.55%) MS Excel
11 261 (15.58%) Data Warehouse
12 255 (15.22%) Data Modelling
13 238 (14.21%) Marketing
14 235 (14.03%) ETL
15 221 (13.19%) Data Management
16 220 (13.13%) Python
17 209 (12.48%) Data Quality
18 203 (12.12%) Banking
19 193 (11.52%) SQL Server Reporting Services
20 192 (11.46%) Computer Science
21 189 (11.28%) R
22 187 (11.16%) Project Management
23 186 (11.10%) Big Data
24 184 (10.99%) SAS
25 178 (10.63%) Data Mining
25 178 (10.63%) Business Analysis
26 165 (9.85%) Statistics
27 164 (9.79%) Java
28 163 (9.73%) Data Analytics
28 163 (9.73%) Visualisation

Data Analysis
Top Related IT Skills in London by Category

For the 6 months to 29 April 2016, IT jobs across the London region citing Data Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 184 (10.99%) SAS
2 39 (2.33%) SharePoint
3 37 (2.21%) Apache Spark
4 23 (1.37%) Apache Pig
5 22 (1.31%) Apache
6 16 (0.96%) Tomcat
7 15 (0.90%) Elasticsearch
8 11 (0.66%) Confluence
9 9 (0.54%) JBoss
9 9 (0.54%) Node.js
10 8 (0.48%) BizTalk Server
10 8 (0.48%) CMS
11 5 (0.30%) ArcGIS
12 4 (0.24%) IIS
12 4 (0.24%) IPython
12 4 (0.24%) WebSphere
13 2 (0.12%) MQSeries
13 2 (0.12%) WebLogic
14 1 (0.060%) FileNet
14 1 (0.060%) MS Project Server
Applications
1 294 (17.55%) MS Excel
2 154 (9.19%) MS Office
3 81 (4.84%) MS PowerPoint
4 58 (3.46%) MS Visio
5 55 (3.28%) SPSS
6 9 (0.54%) Spreadsheet
7 6 (0.36%) Photoshop
8 5 (0.30%) HipChat
8 5 (0.30%) MS Project
9 4 (0.24%) Mathematica
10 3 (0.18%) Stata
10 3 (0.18%) Weka
11 2 (0.12%) Adobe Illustrator
11 2 (0.12%) EViews
11 2 (0.12%) GNU Octave
12 1 (0.060%) OmniGraffle
12 1 (0.060%) S-PLUS
Business Applications
1 19 (1.13%) SAP Oil and Gas
2 16 (0.96%) Dynamics CRM
3 12 (0.72%) Remedy ITSM
4 10 (0.60%) WebTrends
5 9 (0.54%) Markit EDM
6 8 (0.48%) Eagle PACE
7 7 (0.42%) Oracle FAH
7 7 (0.42%) SAP Bank Analyzer
8 6 (0.36%) Salesforce.com CRM
8 6 (0.36%) thinkFolio
9 3 (0.18%) Eloqua
9 3 (0.18%) Endur
9 3 (0.18%) LatentZero
9 3 (0.18%) MetaTrader
9 3 (0.18%) Oracle Payables
9 3 (0.18%) PeopleSoft HCM
10 2 (0.12%) Adobe Campaign
10 2 (0.12%) Lorenzo
10 2 (0.12%) Oracle Applications
10 2 (0.12%) RMDS
Cloud Services
1 47 (2.81%) Amazon AWS
2 46 (2.75%) SaaS
3 29 (1.73%) Google Analytics
4 23 (1.37%) Amazon EC2
5 19 (1.13%) Amazon EMR
6 18 (1.07%) Amazon S3
6 18 (1.07%) Microsoft Azure
7 12 (0.72%) Force.com
8 7 (0.42%) Adobe Analytics
9 3 (0.18%) Dropbox
9 3 (0.18%) Office 365
10 2 (0.12%) AdWords
10 2 (0.12%) Cloud Computing
11 1 (0.060%) Amazon Kinesis
11 1 (0.060%) PaaS
Communications & Networking
1 13 (0.78%) Network Security
2 11 (0.66%) Firewall
3 8 (0.48%) Internet
4 7 (0.42%) NGN
5 5 (0.30%) Intranet
6 4 (0.24%) HTTP
7 3 (0.18%) DHCP
7 3 (0.18%) DNS
7 3 (0.18%) Intrusion Detection
7 3 (0.18%) IPv4
7 3 (0.18%) TCP/IP
8 2 (0.12%) SAN
9 1 (0.060%) Broadband
9 1 (0.060%) NAS
9 1 (0.060%) SSL
9 1 (0.060%) VPN
9 1 (0.060%) Wireless
Database & Business Intelligence
1 340 (20.30%) SQL Server
2 261 (15.58%) Data Warehouse
3 193 (11.52%) SQL Server Reporting Services
4 186 (11.10%) Big Data
5 178 (10.63%) Data Mining
6 144 (8.60%) SQL Server Integration Services
7 139 (8.30%) Hadoop
8 118 (7.04%) Relational Database
9 108 (6.45%) SQL Server 2008
10 105 (6.27%) QlikView
11 90 (5.37%) SQL Server Analysis Services
12 70 (4.18%) MongoDB
13 67 (4.00%) SQL Server 2012
14 56 (3.34%) BusinessObjects
15 55 (3.28%) MySQL
16 54 (3.22%) NoSQL
17 45 (2.69%) PostgreSQL
18 44 (2.63%) Apache Hive
19 35 (2.09%) Data Mart
20 33 (1.97%) OLAP
Development Applications
1 39 (2.33%) Git (software)
2 36 (2.15%) JIRA
3 25 (1.49%) Team Foundation Server
4 24 (1.43%) Jenkins
5 16 (0.96%) Vagrant
5 16 (0.96%) Yeoman
6 11 (0.66%) Axure RP
6 11 (0.66%) JUnit
7 10 (0.60%) Cucumber
7 10 (0.60%) FitNesse
7 10 (0.60%) JBehave
7 10 (0.60%) Selenium
7 10 (0.60%) SpecFlow
8 8 (0.48%) Maven
8 8 (0.48%) Toad
8 8 (0.48%) Visual Studio Tools for Office
9 7 (0.42%) Grunt
9 7 (0.42%) gulp
10 6 (0.36%) EasyMock
10 6 (0.36%) Eclipse
General
1 602 (35.94%) Finance
2 238 (14.21%) Marketing
3 203 (12.12%) Banking
4 109 (6.51%) Retail
5 63 (3.76%) Telecoms
6 53 (3.16%) Legal
7 39 (2.33%) Front Office
8 38 (2.27%) Back Office
9 37 (2.21%) Publishing
10 36 (2.15%) Manufacturing
11 33 (1.97%) Advertising
12 25 (1.49%) Financial Institution
12 25 (1.49%) Pharmaceutical
13 22 (1.31%) Electronics
14 20 (1.19%) Investment Banking
15 19 (1.13%) Games
16 15 (0.90%) Billing
17 14 (0.84%) German Language
17 14 (0.84%) Law
18 13 (0.78%) Automotive
Job Titles
1 792 (47.28%) Analyst
2 268 (16.00%) Business Analyst
3 262 (15.64%) Data Analyst
4 236 (14.09%) Developer
5 189 (11.28%) Consultant
6 131 (7.82%) Data Scientist
7 126 (7.52%) SQL Analyst
8 93 (5.55%) Senior Analyst
9 73 (4.36%) Business Intelligence Analyst
10 72 (4.30%) Data Consultant
11 71 (4.24%) Architect
12 70 (4.18%) SQL Data Analyst
13 60 (3.58%) SQL Developer
14 57 (3.40%) Data Business Analyst
15 56 (3.34%) Business Intelligence Developer
16 55 (3.28%) Support Analyst
17 54 (3.22%) Applications Support
18 51 (3.04%) Report Analyst
19 45 (2.69%) Financial Analyst
20 42 (2.51%) Java Developer
Libraries, Frameworks & Software Standards
1 78 (4.66%) .NET
2 67 (4.00%) MDX
3 54 (3.22%) HTML
4 38 (2.27%) XML
5 37 (2.21%) CSS
6 36 (2.15%) Web Services
7 33 (1.97%) D3.js
8 32 (1.91%) Pandas
9 31 (1.85%) AngularJS
10 24 (1.43%) J2EE
10 24 (1.43%) Natural Language Processing
11 23 (1.37%) SciPy
12 21 (1.25%) scikit-learn
12 21 (1.25%) Spring
13 20 (1.19%) REST
14 18 (1.07%) jQuery
14 18 (1.07%) NumPy
15 17 (1.01%) Hibernate
16 16 (0.96%) Cascalog
17 14 (0.84%) ASP.NET
Miscellaneous
1 563 (33.61%) Analytical Skills
2 192 (11.46%) Computer Science
3 165 (9.85%) Statistics
4 163 (9.73%) Visualisation
5 156 (9.31%) Mathematics
6 116 (6.93%) Management Information System
7 72 (4.30%) Data Integration
8 67 (4.00%) Algorithms
9 57 (3.40%) User Experience
10 54 (3.22%) Data Structures
11 52 (3.10%) Physics
12 46 (2.75%) Reference Data
13 41 (2.45%) Derivative
14 33 (1.97%) Fintech
15 31 (1.85%) Credit Risk
16 27 (1.61%) Fixed Income
16 27 (1.61%) Hedge funds
17 25 (1.49%) Equities
18 24 (1.43%) Economics
18 24 (1.43%) Foreign Exchange (FX)
Operating Systems
1 59 (3.52%) Linux
2 57 (3.40%) Unix
3 50 (2.99%) Windows
4 12 (0.72%) Windows Server
5 10 (0.60%) Windows Server 2008
6 7 (0.42%) CentOS
7 6 (0.36%) Windows 7
8 4 (0.24%) AIX
9 3 (0.18%) Windows Server 2012
10 2 (0.12%) Apple iOS
10 2 (0.12%) Solaris
11 1 (0.060%) Mac OS X
11 1 (0.060%) Windows Server 2003
11 1 (0.060%) Windows XP
Processes & Methodologies
1 447 (26.69%) Business Intelligence
2 437 (26.09%) Analytics
3 345 (20.60%) Agile Software Development
4 255 (15.22%) Data Modelling
5 235 (14.03%) ETL
6 221 (13.19%) Data Management
7 187 (11.16%) Project Management
8 178 (10.63%) Business Analysis
9 163 (9.73%) Data Analytics
10 162 (9.67%) Stakeholder Management
11 133 (7.94%) Machine Learning
12 115 (6.87%) User Acceptance Testing
13 99 (5.91%) E-Commerce
14 96 (5.73%) SDLC
15 95 (5.67%) Data Architecture
16 92 (5.49%) Change Management
17 86 (5.13%) Data Visualisation
18 85 (5.07%) CRM
18 85 (5.07%) Migration
19 83 (4.96%) Scrum
Programming Languages
1 790 (47.16%) SQL
2 220 (13.13%) Python
3 189 (11.28%) R
4 164 (9.79%) Java
5 114 (6.81%) T-SQL
6 104 (6.21%) VBA
7 83 (4.96%) JavaScript
8 69 (4.12%) C#
9 54 (3.22%) C
10 51 (3.04%) PL/SQL
11 45 (2.69%) MATLAB
12 38 (2.27%) C++
13 37 (2.21%) Scala
14 28 (1.67%) Perl
15 27 (1.61%) Ruby
16 19 (1.13%) VB
17 18 (1.07%) Bash Shell
18 16 (0.96%) Clojure
19 15 (0.90%) PHP
20 11 (0.66%) Apex Code
Qualifications
1 367 (21.91%) Degree
2 79 (4.72%) PhD
3 38 (2.27%) ISEB
4 27 (1.61%) CISA
5 24 (1.43%) Security Cleared
6 18 (1.07%) ISTQB
6 18 (1.07%) PCI QSA
7 16 (0.96%) ISTQB Foundation Certification
8 15 (0.90%) PMI Certification
8 15 (0.90%) SC Cleared
9 14 (0.84%) PMP
10 13 (0.78%) CBAP
10 13 (0.78%) CISSP
11 12 (0.72%) CISM
11 12 (0.72%) PRINCE2 Certification
12 9 (0.54%) Microsoft Certification
12 9 (0.54%) SSCP
13 7 (0.42%) MBA
14 6 (0.36%) BPSS Clearance
14 6 (0.36%) Postgraduate
Quality Assurance & Compliance
1 209 (12.48%) Data Quality
2 89 (5.31%) QA
3 39 (2.33%) SLA
4 22 (1.31%) MiFID
5 19 (1.13%) EMIR
6 16 (0.96%) PCI DSS
7 10 (0.60%) CRD IV
7 10 (0.60%) SDET
8 8 (0.48%) Dodd-Frank
9 6 (0.36%) P3O
10 3 (0.18%) Basel II
10 3 (0.18%) FATCA
11 2 (0.12%) Basel III
11 2 (0.12%) COREP
11 2 (0.12%) DICOM
11 2 (0.12%) HL7
11 2 (0.12%) ISO 14001
11 2 (0.12%) ISO 9001
11 2 (0.12%) ISO/IEC 27001
11 2 (0.12%) Solvency II
System Software
1 16 (0.96%) VirtualBox
2 6 (0.36%) Active Directory
2 6 (0.36%) VMware Infrastructure
3 5 (0.30%) Hyper-V
4 3 (0.18%) Apache Flume
5 2 (0.12%) Docker
5 2 (0.12%) Oracle RAC
6 1 (0.060%) Apache ZooKeeper
6 1 (0.060%) HDFS
Systems Management
1 6 (0.36%) Opscode Chef
2 5 (0.30%) EnCase
2 5 (0.30%) Puppet
2 5 (0.30%) Terraform
3 3 (0.18%) logstash
3 3 (0.18%) Thomson Reuters DACS
4 2 (0.12%) HP Quality Center
5 1 (0.060%) Forefront Identity Manager
5 1 (0.060%) Kibana
5 1 (0.060%) Mesos
5 1 (0.060%) Oozie
Vendors
1 307 (18.33%) Microsoft
2 149 (8.90%) Tableau
3 125 (7.46%) Oracle
4 56 (3.34%) SAP
5 46 (2.75%) Google
6 42 (2.51%) Salesforce.com
7 38 (2.27%) Bloomberg
8 37 (2.21%) Reuters
9 33 (1.97%) IBM
10 25 (1.49%) Cognos
11 24 (1.43%) Informatica
12 22 (1.31%) Remedy
13 20 (1.19%) Teradata
14 19 (1.13%) Adobe
15 18 (1.07%) Splunk
16 16 (0.96%) ServiceNow
17 12 (0.72%) Netezza
18 11 (0.66%) MicroStrategy
18 11 (0.66%) Sybase
19 9 (0.54%) Ab Initio
South East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 - £55000 Per Annum plus bonus and benefits
Posted: 5 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 5 hours ago
London
Harvey Nash plc
Salary: £60000 - £85000 per annum
Posted: 6 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 7 hours ago
London
Opilio Recruitment
Salary: £35k - 40k per year
Posted: 7 hours ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 8 hours ago
London
Opilio Recruitment
Salary: £40k - 50k per year
Posted: 8 hours ago
London
Opilio Recruitment
Salary: £30k - 35k per year
Posted: 9 hours ago
London
People Source Consulting
Salary: £60000 - £75000 per annum + bonus, benefits
Posted: 10 hours ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 10 hours ago
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 11 hours ago
London
onezeero.
Salary: package and bonus
Posted: 12 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 12 hours ago
South West London
Oxbridge Answers
Salary: c60-65,000
Posted: 13 hours ago
London
Consulting Point Executive Search and Selection Ltd
Salary: car allowance, Pension, bonus
Posted: 23 hours ago
City, London
Energon People
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £80000 per annum + Bonus and Benefits Package
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £80000 per annum + + bonus + package
Posted: Yesterday
City, London
The Collinson Group
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
London
Hospice UK
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £30000.00 - £40000 per annum + Benefits
Posted: Yesterday
London
Hays Finance Technology
Salary: Competitive Base + Bonus
Posted: Yesterday
London
McGregor Boyall
Salary: £32000 - £45000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £65,000 - £90,000
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £85,000 - £115,000
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000-£50,000(Plus excellent Package!!)
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £70,000 - £90,000 (Plus Excellent Package!!)
Posted: 2 days ago