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 salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 173 154 135
Rank change year-on-year
-19 -19
Permanent jobs citing Data Analysis 767 945 1128
As % of all permanent IT jobs located in London 1.95% 2.13% 2.33%
As % of the Processes & Methodologies category 2.18% 2.42% 2.67%
Number of salaries quoted 683 737 915
Median salary £55,000 £53,750 £51,500
Median salary % change year-on-year
+2.32% +4.36%
90% offered a salary of more than £32,500 £34,000 £33,466
10% offered a salary of more than £80,000 £85,000 £78,750
UK excluding London median salary £40,000 £38,000 £39,000
% change year-on-year
+5.26% -2.56%
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
35241 39029 42221
As % of all permanent IT jobs located in London 89.57% 87.93% 87.26%
Number of salaries quoted 30534 32756 35035
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 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Data Analysis as a proportion of all IT jobs with a match in 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 July 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 median salaries quoted in IT jobs citing Data Analysis within the London region over the 3 months to 29 July 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 -17 135 £57,500 +4.54% 31
Stanmore - 7 £40,000 -
Kingston Upon Thames +6 5 £47,500 -
Wimbledon - 5 - - 1
Westminster - 3 £25,000 - 1
Beckenham - 2 £42,500 -
Enfield - 2 £32,500 -
Hayes - 2 £42,500 -
Docklands, London - 2 - -
Hammersmith - 2 £36,250 - 1
Ealing +24 1 £45,000 - 1
Croydon -3 1 £52,000 +18.85%
Uxbridge -6 1 £67,500 +68.75%
Romford -15 1 £42,500 +13.33%
Teddington - 1 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 29 July 2016, IT jobs citing Data Analysis 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 Data Analysis.

1 810 (50.50%) SQL
2 635 (39.59%) Finance
3 510 (31.80%) Analytical Skills
4 430 (26.81%) Business Intelligence
5 387 (24.13%) Analytics
6 379 (23.63%) Agile Software Development
7 348 (21.70%) Degree
8 319 (19.89%) SQL Server
9 277 (17.27%) Microsoft
10 259 (16.15%) Data Warehouse
11 245 (15.27%) Marketing
12 231 (14.40%) MS Excel
13 206 (12.84%) Python
14 205 (12.78%) Data Modelling
15 202 (12.59%) Banking
16 189 (11.78%) Computer Science
17 187 (11.66%) ETL
18 184 (11.47%) Stakeholder Management
19 182 (11.35%) R
20 180 (11.22%) Data Analytics
21 175 (10.91%) Machine Learning
22 172 (10.72%) Statistics
23 171 (10.66%) Tableau
24 166 (10.35%) Data Management
25 162 (10.10%) Project Management
26 161 (10.04%) Data Quality
27 156 (9.73%) Visualisation
27 156 (9.73%) SQL Server Integration Services
28 154 (9.60%) SQL Server Reporting Services
29 153 (9.54%) T-SQL

Data Analysis
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
1 145 (9.04%) SAS
2 33 (2.06%) Apache Spark
3 29 (1.81%) SharePoint
4 28 (1.75%) Elasticsearch
5 24 (1.50%) Apache Pig
5 24 (1.50%) BizTalk Server
6 21 (1.31%) Apache
7 15 (0.94%) Confluence
7 15 (0.94%) JBoss
8 13 (0.81%) Tomcat
9 8 (0.50%) Apache Solr
9 8 (0.50%) WebSphere
10 7 (0.44%) ArcGIS
11 5 (0.31%) IIS
12 4 (0.25%) CMS
13 3 (0.19%) WebLogic
14 2 (0.12%) IBM Notes
14 2 (0.12%) MQSeries
14 2 (0.12%) MS Exchange
15 1 (0.062%) ColdFusion
Applications
1 231 (14.40%) MS Excel
2 123 (7.67%) MS Office
3 82 (5.11%) MS PowerPoint
4 57 (3.55%) SPSS
5 48 (2.99%) MS Visio
6 11 (0.69%) Photoshop
7 7 (0.44%) Adobe Illustrator
8 5 (0.31%) HipChat
8 5 (0.31%) MS Project
8 5 (0.31%) Stata
9 4 (0.25%) Weka
10 3 (0.19%) Spreadsheet
11 2 (0.12%) EViews
12 1 (0.062%) GNU Octave
12 1 (0.062%) S-PLUS
Business Applications
1 19 (1.18%) SAP Oil and Gas
2 17 (1.06%) Dynamics CRM
3 14 (0.87%) Markit EDM
4 10 (0.62%) Salesforce.com CRM
5 9 (0.56%) Eloqua
6 8 (0.50%) Endur
6 8 (0.50%) WebTrends
7 7 (0.44%) Remedy ITSM
8 5 (0.31%) FastStats
9 4 (0.25%) Algo Collateral
9 4 (0.25%) Relativity
9 4 (0.25%) Ringtail
9 4 (0.25%) RMDS
10 3 (0.19%) Cognos Business Intelligence
10 3 (0.19%) Cognos TM1
10 3 (0.19%) Concordance
10 3 (0.19%) Dynamics AX
10 3 (0.19%) PeopleSoft HCM
11 2 (0.12%) Academy Housing
11 2 (0.12%) Investran
Cloud Services
1 64 (3.99%) Amazon AWS
2 32 (2.00%) Google Analytics
3 29 (1.81%) Amazon EC2
3 29 (1.81%) SaaS
4 25 (1.56%) Amazon EMR
4 25 (1.56%) Amazon S3
5 13 (0.81%) Microsoft Azure
6 12 (0.75%) Force.com
7 6 (0.37%) Adobe Analytics
8 2 (0.12%) AdWords
8 2 (0.12%) FinancialForce.com
8 2 (0.12%) SmartFocus
9 1 (0.062%) Adobe Creative Cloud
9 1 (0.062%) Amazon Kinesis
9 1 (0.062%) Cloud Computing
Communications & Networking
1 15 (0.94%) Network Security
2 12 (0.75%) Firewall
3 8 (0.50%) Internet
4 6 (0.37%) FTP
4 6 (0.37%) Intranet
4 6 (0.37%) NGN
5 3 (0.19%) Intrusion Detection
6 2 (0.12%) Broadband
6 2 (0.12%) VLAN
7 1 (0.062%) DHCP
7 1 (0.062%) DNS
7 1 (0.062%) HTTP
7 1 (0.062%) SAN
7 1 (0.062%) SNMP
7 1 (0.062%) SSL
7 1 (0.062%) TCP/IP
7 1 (0.062%) Wireless
Database & Business Intelligence
1 319 (19.89%) SQL Server
2 259 (16.15%) Data Warehouse
3 156 (9.73%) SQL Server Integration Services
4 154 (9.60%) SQL Server Reporting Services
5 152 (9.48%) Big Data
6 133 (8.29%) Data Mining
7 128 (7.98%) SQL Server 2008
8 105 (6.55%) Hadoop
9 103 (6.42%) Relational Database
10 83 (5.17%) SQL Server 2012
11 81 (5.05%) SQL Server Analysis Services
12 73 (4.55%) BusinessObjects
12 73 (4.55%) QlikView
13 62 (3.87%) MongoDB
14 54 (3.37%) NoSQL
15 52 (3.24%) PostgreSQL
16 50 (3.12%) MySQL
17 43 (2.68%) Apache Hive
18 38 (2.37%) SQL Server 2014
19 37 (2.31%) SQL Server 2005
Development Applications
1 54 (3.37%) Git (software)
2 43 (2.68%) JIRA
3 36 (2.24%) Team Foundation Server
4 33 (2.06%) Jenkins
5 26 (1.62%) Visual Studio
6 23 (1.43%) Vagrant
6 23 (1.43%) Yeoman
7 11 (0.69%) Axure RP
8 10 (0.62%) Maven
8 10 (0.62%) Visual Studio Tools for Office
9 8 (0.50%) Atlassian Bamboo
9 8 (0.50%) Gradle
9 8 (0.50%) JUnit
9 8 (0.50%) Talend Open Studio
10 7 (0.44%) Subversion
10 7 (0.44%) Toad
11 6 (0.37%) LabVIEW
11 6 (0.37%) Selenium
12 4 (0.25%) IntelliJ
12 4 (0.25%) SpecFlow
General
1 635 (39.59%) Finance
2 245 (15.27%) Marketing
3 202 (12.59%) Banking
4 121 (7.54%) Retail
5 87 (5.42%) Telecoms
6 56 (3.49%) Legal
7 40 (2.49%) Manufacturing
8 38 (2.37%) Investment Banking
9 37 (2.31%) Front Office
10 32 (2.00%) Publishing
11 31 (1.93%) Law
12 30 (1.87%) Advertising
13 25 (1.56%) Back Office
14 24 (1.50%) Financial Institution
15 23 (1.43%) Games
16 20 (1.25%) Pharmaceutical
17 18 (1.12%) Billing
17 18 (1.12%) Electronics
18 13 (0.81%) German Language
19 8 (0.50%) Automotive
Job Titles
1 776 (48.38%) Analyst
2 282 (17.58%) Business Analyst
3 254 (15.84%) Developer
4 243 (15.15%) Data Analyst
5 155 (9.66%) Consultant
6 131 (8.17%) Data Scientist
7 128 (7.98%) SQL Analyst
8 104 (6.48%) Business Intelligence Analyst
9 83 (5.17%) Senior Analyst
10 79 (4.93%) Data Business Analyst
11 73 (4.55%) SQL Data Analyst
12 71 (4.43%) SQL Developer
13 67 (4.18%) Business Intelligence Developer
14 57 (3.55%) Junior
14 57 (3.55%) Report Analyst
15 50 (3.12%) Data Consultant
16 48 (2.99%) Insight Analyst
17 46 (2.87%) IT Analyst
17 46 (2.87%) Java Developer
18 44 (2.74%) Architect
Libraries, Frameworks & Software Standards
1 68 (4.24%) HTML
1 68 (4.24%) MDX
2 62 (3.87%) .NET
3 49 (3.05%) CSS
4 42 (2.62%) XML
5 38 (2.37%) Natural Language Processing
5 38 (2.37%) Pandas
6 37 (2.31%) AngularJS
7 35 (2.18%) D3.js
8 33 (2.06%) SciPy
9 32 (2.00%) Web Services
10 29 (1.81%) scikit-learn
11 27 (1.68%) REST
12 23 (1.43%) Cascalog
13 20 (1.25%) JSON
14 19 (1.18%) HTML5
14 19 (1.18%) SOAP
15 17 (1.06%) J2EE
16 16 (1.00%) NumPy
17 15 (0.94%) Spring
Miscellaneous
1 510 (31.80%) Analytical Skills
2 189 (11.78%) Computer Science
3 172 (10.72%) Statistics
4 156 (9.73%) Visualisation
5 136 (8.48%) Mathematics
6 124 (7.73%) Management Information System
7 73 (4.55%) Algorithms
7 73 (4.55%) User Experience
8 53 (3.30%) Physics
9 52 (3.24%) Data Integration
10 51 (3.18%) Data Structures
11 44 (2.74%) Fintech
12 34 (2.12%) Equities
12 34 (2.12%) Hedge funds
13 33 (2.06%) Credit Risk
14 30 (1.87%) Derivative
15 29 (1.81%) Reference Data
16 27 (1.68%) SWIFT
17 26 (1.62%) Fixed Income
18 25 (1.56%) Economics
Operating Systems
1 69 (4.30%) Linux
2 47 (2.93%) Windows
3 45 (2.81%) Unix
4 16 (1.00%) Apple iOS
5 10 (0.62%) CentOS
6 7 (0.44%) Windows Server
7 4 (0.25%) Ubuntu
8 3 (0.19%) Android
9 2 (0.12%) AIX
9 2 (0.12%) Solaris
9 2 (0.12%) Windows 7
9 2 (0.12%) Windows Server 2008
10 1 (0.062%) Mac OS X
10 1 (0.062%) Windows Server 2003
10 1 (0.062%) Windows XP
Processes & Methodologies
1 430 (26.81%) Business Intelligence
2 387 (24.13%) Analytics
3 379 (23.63%) Agile Software Development
4 205 (12.78%) Data Modelling
5 187 (11.66%) ETL
6 184 (11.47%) Stakeholder Management
7 180 (11.22%) Data Analytics
8 175 (10.91%) Machine Learning
9 166 (10.35%) Data Management
10 162 (10.10%) Project Management
11 147 (9.16%) Business Analysis
12 121 (7.54%) User Acceptance Testing
13 118 (7.36%) Scrum
14 109 (6.80%) Asset Management
15 106 (6.61%) CRM
16 101 (6.30%) SDLC
17 89 (5.55%) E-Commerce
18 86 (5.36%) Waterfall
19 82 (5.11%) Migration
20 79 (4.93%) User Stories
Programming Languages
1 810 (50.50%) SQL
2 206 (12.84%) Python
3 182 (11.35%) R
4 153 (9.54%) Java
4 153 (9.54%) T-SQL
5 114 (7.11%) VBA
6 76 (4.74%) C#
6 76 (4.74%) JavaScript
7 46 (2.87%) C++
8 45 (2.81%) PL/SQL
9 30 (1.87%) PHP
10 27 (1.68%) MATLAB
11 25 (1.56%) Bash Shell
12 24 (1.50%) C
13 23 (1.43%) Clojure
14 20 (1.25%) Perl
14 20 (1.25%) VB
15 19 (1.18%) Scala
16 13 (0.81%) Ruby
17 11 (0.69%) Apex Code
Qualifications
1 348 (21.70%) Degree
2 64 (3.99%) PhD
3 41 (2.56%) CISA
4 30 (1.87%) ISEB
4 30 (1.87%) PCI QSA
5 21 (1.31%) Security Cleared
6 19 (1.18%) SC Cleared
7 15 (0.94%) CISSP
7 15 (0.94%) PMI Certification
8 14 (0.87%) CISM
8 14 (0.87%) ISTQB
9 13 (0.81%) CBAP
9 13 (0.81%) PMP
10 10 (0.62%) ISTQB Foundation Certification
11 9 (0.56%) SSCP
12 6 (0.37%) BPSS Clearance
13 5 (0.31%) MBA
13 5 (0.31%) PRINCE2 Certification
14 4 (0.25%) DV Cleared
14 4 (0.25%) GCIH
Quality Assurance & Compliance
1 161 (10.04%) Data Quality
2 96 (5.99%) QA
3 33 (2.06%) SLA
4 17 (1.06%) MiFID
5 13 (0.81%) PCI DSS
6 11 (0.69%) EMIR
7 10 (0.62%) Dodd-Frank
8 9 (0.56%) CRD IV
9 7 (0.44%) Basel III
9 7 (0.44%) COREP
9 7 (0.44%) FINREP
10 4 (0.25%) SDET
11 2 (0.12%) Basel II
11 2 (0.12%) FATCA
11 2 (0.12%) ISO/IEC 27001
12 1 (0.062%) Actionable Recommendations
12 1 (0.062%) UCITS
System Software
1 23 (1.43%) Virtual Machines
1 23 (1.43%) VirtualBox
2 4 (0.25%) Active Directory
3 3 (0.19%) HDFS
4 2 (0.12%) Oracle RAC
4 2 (0.12%) VMware Infrastructure
5 1 (0.062%) Virtual Servers
Systems Management
1 15 (0.94%) EnCase
2 9 (0.56%) Opscode Chef
3 7 (0.44%) Puppet
4 6 (0.37%) HP Quality Center
5 5 (0.31%) logstash
5 5 (0.31%) Terraform
6 4 (0.25%) Thomson Reuters DACS
7 2 (0.12%) FTK
7 2 (0.12%) Hadoop YARN
8 1 (0.062%) BladeLogic
8 1 (0.062%) Control-M
8 1 (0.062%) Forefront Identity Manager
8 1 (0.062%) Kibana
8 1 (0.062%) SCCM
8 1 (0.062%) Tivoli
Vendors
1 277 (17.27%) Microsoft
2 171 (10.66%) Tableau
3 128 (7.98%) Oracle
4 60 (3.74%) Salesforce.com
5 49 (3.05%) Google
6 45 (2.81%) SAP
7 38 (2.37%) Bloomberg
8 35 (2.18%) Reuters
9 33 (2.06%) IBM
10 27 (1.68%) Splunk
11 25 (1.56%) Adobe
12 24 (1.50%) Remedy
13 23 (1.43%) Informatica
14 21 (1.31%) Cognos
15 16 (1.00%) MicroStrategy
16 15 (0.94%) Hyperion
16 15 (0.94%) Teradata
17 14 (0.87%) Red Hat
18 12 (0.75%) Netezza
19 11 (0.69%) Fortinet
Surbiton, Surrey
RBW Consulting
Salary: Up to £28,000 per annum
Posted: 12 hours ago
London
Webrecruit
Salary: £Competitive
Posted: 19 hours ago
London
People Source Consulting
Salary: £28000 - £31000 per annum + benefits, training
Posted: 11 hours ago
City, London
Experis Ltd
Salary: £27000.00 - £31500.00 per annum + Benefits
Posted: Yesterday
London
set2recruit
Salary: Up to £35,000 per annum
Posted: Yesterday
City, London
Herbert Smith Freehills LLP
Posted: 11 hours ago
City, London
The Change Partners Recruitment
Salary: From £550 to £600 per annum
Posted: 11 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: Yesterday
London
Energon People
Salary: £45000 - £55000 per annum
Posted: Yesterday
London
Xcede
Salary: £25000 - £35000 per annum + Benefits
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 3 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
London
ClearCube Consulting
Salary: From £35,000 to £85,000 per annum
Posted: 15 hours ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Randstad Technologies
Salary: £0.00 per annum
Posted: 3 days ago
City, London
Streamline Connections
Salary: £20000 - £35000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 3 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 4 days ago
London
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: 17 hours ago
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £95,000, plus an impressive benefits package
Posted: 3 days ago
London
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 5 days ago
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits
Posted: 2 days ago
City, London
JWResource
Salary: From £45,000 to £60,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 plus benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 4 days ago