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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 163 163 159
Rank change year-on-year
0 -4
Permanent jobs citing Data Analysis 831 893 1020
As % of all permanent IT jobs located in London 2.06% 2.05% 2.09%
As % of the Processes & Methodologies category 2.30% 2.35% 2.41%
Number of salaries quoted 693 716 815
Median salary £55,000 £52,500 £50,000
Median salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London median salary £40,500 £37,500 £38,500
% change year-on-year
+8.00% -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
36144 38051 42328
As % of all permanent IT jobs located in London 89.44% 87.43% 86.85%
Number of salaries quoted 31189 31849 35125
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 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
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 26 May 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 26 May 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 +19 148 £55,000 -4.34% 38
Kingston Upon Thames - 5 £28,000 -
Wimbledon - 4 - -
Canary Wharf +6 2 £48,750 -18.75%
Uxbridge -1 2 £53,750 +34.37% 1
Beckenham - 2 £31,000 -
Hayes - 2 £45,000 -
Feltham -2 1 £40,000 -
Romford -8 1 £82,500 +153.84%
Stanmore - 1 £48,514 -
Orpington - 1 £39,979 -
Brentford - 1 £60,000 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 26 May 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.

1 813 (49.27%) SQL
2 619 (37.52%) Finance
3 539 (32.67%) Analytical Skills
4 463 (28.06%) Business Intelligence
5 397 (24.06%) Analytics
6 363 (22.00%) Agile Software Development
7 362 (21.94%) Degree
8 346 (20.97%) SQL Server
9 304 (18.42%) Microsoft
10 291 (17.64%) Data Warehouse
11 283 (17.15%) MS Excel
12 239 (14.48%) Data Modelling
13 236 (14.30%) Marketing
14 227 (13.76%) ETL
15 218 (13.21%) Data Management
16 199 (12.06%) Data Quality
17 197 (11.94%) Banking
18 194 (11.76%) Python
18 194 (11.76%) Computer Science
19 192 (11.64%) SQL Server Reporting Services
20 190 (11.52%) Project Management
21 180 (10.91%) SAS
21 180 (10.91%) R
22 167 (10.12%) SQL Server Integration Services
23 165 (10.00%) Business Analysis
24 164 (9.94%) Stakeholder Management
24 164 (9.94%) Data Mining
25 157 (9.52%) Statistics
26 155 (9.39%) Tableau
26 155 (9.39%) Big Data

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
1 180 (10.91%) SAS
2 34 (2.06%) SharePoint
3 32 (1.94%) Apache Spark
4 20 (1.21%) Apache Pig
5 19 (1.15%) Elasticsearch
6 17 (1.03%) BizTalk Server
7 15 (0.91%) Apache
7 15 (0.91%) Confluence
8 13 (0.79%) JBoss
8 13 (0.79%) Tomcat
9 7 (0.42%) ArcGIS
9 7 (0.42%) CMS
10 5 (0.30%) Node.js
10 5 (0.30%) WebSphere
11 4 (0.24%) IIS
12 2 (0.12%) MQSeries
12 2 (0.12%) WebLogic
13 1 (0.061%) ColdFusion
13 1 (0.061%) FileNet
13 1 (0.061%) MS Project Server
Applications
1 283 (17.15%) MS Excel
2 147 (8.91%) MS Office
3 83 (5.03%) MS PowerPoint
4 62 (3.76%) SPSS
5 58 (3.52%) MS Visio
6 8 (0.48%) Photoshop
7 5 (0.30%) HipChat
7 5 (0.30%) MS Project
7 5 (0.30%) Spreadsheet
8 4 (0.24%) Adobe Illustrator
9 3 (0.18%) Mathematica
9 3 (0.18%) Stata
9 3 (0.18%) Weka
10 1 (0.061%) EViews
10 1 (0.061%) OmniGraffle
10 1 (0.061%) S-PLUS
Business Applications
1 21 (1.27%) SAP Oil and Gas
2 18 (1.09%) Markit EDM
3 14 (0.85%) Remedy ITSM
4 10 (0.61%) Dynamics CRM
5 8 (0.48%) Eagle PACE
5 8 (0.48%) WebTrends
6 6 (0.36%) Endur
6 6 (0.36%) Salesforce.com CRM
7 3 (0.18%) Eloqua
7 3 (0.18%) MetaTrader
7 3 (0.18%) Oracle Payables
7 3 (0.18%) PeopleSoft HCM
7 3 (0.18%) RMDS
7 3 (0.18%) thinkFolio
8 2 (0.12%) Dynamics NAV
8 2 (0.12%) FastStats
8 2 (0.12%) GoldMine
8 2 (0.12%) Oracle Applications
8 2 (0.12%) Oracle FAH
8 2 (0.12%) SAP Bank Analyzer
Cloud Services
1 46 (2.79%) Amazon AWS
2 39 (2.36%) SaaS
3 26 (1.58%) Google Analytics
4 21 (1.27%) Amazon EC2
5 16 (0.97%) Amazon EMR
5 16 (0.97%) Amazon S3
6 14 (0.85%) Microsoft Azure
7 12 (0.73%) Force.com
8 7 (0.42%) Adobe Analytics
9 2 (0.12%) SmartFocus
10 1 (0.061%) AdWords
10 1 (0.061%) Amazon Kinesis
10 1 (0.061%) Cloud Computing
Communications & Networking
1 16 (0.97%) Network Security
2 9 (0.55%) Firewall
2 9 (0.55%) Internet
3 7 (0.42%) NGN
4 4 (0.24%) HTTP
5 3 (0.18%) Intranet
5 3 (0.18%) TCP/IP
6 2 (0.12%) Broadband
6 2 (0.12%) Intrusion Detection
6 2 (0.12%) SAN
7 1 (0.061%) FTP
7 1 (0.061%) NAS
7 1 (0.061%) SSL
7 1 (0.061%) VPN
7 1 (0.061%) Wireless
Database & Business Intelligence
1 346 (20.97%) SQL Server
2 291 (17.64%) Data Warehouse
3 192 (11.64%) SQL Server Reporting Services
4 167 (10.12%) SQL Server Integration Services
5 164 (9.94%) Data Mining
6 155 (9.39%) Big Data
7 129 (7.82%) SQL Server 2008
8 125 (7.58%) Hadoop
9 112 (6.79%) Relational Database
10 102 (6.18%) QlikView
11 94 (5.70%) SQL Server Analysis Services
12 93 (5.64%) SQL Server 2012
13 74 (4.48%) BusinessObjects
14 58 (3.52%) MongoDB
15 48 (2.91%) MySQL
16 47 (2.85%) NoSQL
17 41 (2.48%) SQL Server 2014
18 40 (2.42%) Apache Hive
19 37 (2.24%) PostgreSQL
20 36 (2.18%) SQL Server 2005
Development Applications
1 36 (2.18%) JIRA
2 35 (2.12%) Git (software)
3 27 (1.64%) Team Foundation Server
4 23 (1.39%) Jenkins
5 14 (0.85%) Vagrant
5 14 (0.85%) Yeoman
6 13 (0.79%) Axure RP
6 13 (0.79%) Visual Studio
7 12 (0.73%) Visual Studio Tools for Office
8 11 (0.67%) JUnit
9 9 (0.55%) Cucumber
9 9 (0.55%) FitNesse
9 9 (0.55%) JBehave
9 9 (0.55%) Maven
9 9 (0.55%) Selenium
9 9 (0.55%) SpecFlow
10 8 (0.48%) Toad
11 6 (0.36%) Atlassian Bamboo
11 6 (0.36%) Gradle
11 6 (0.36%) Subversion
General
1 619 (37.52%) Finance
2 236 (14.30%) Marketing
3 197 (11.94%) Banking
4 107 (6.48%) Retail
5 63 (3.82%) Telecoms
6 55 (3.33%) Legal
7 47 (2.85%) Front Office
8 39 (2.36%) Publishing
9 36 (2.18%) Back Office
10 34 (2.06%) Manufacturing
11 31 (1.88%) Advertising
12 25 (1.52%) Pharmaceutical
13 24 (1.45%) Investment Banking
14 23 (1.39%) Financial Institution
15 22 (1.33%) Electronics
16 18 (1.09%) Games
16 18 (1.09%) Law
17 16 (0.97%) Billing
18 14 (0.85%) German Language
19 10 (0.61%) Automotive
Job Titles
1 795 (48.18%) Analyst
2 270 (16.36%) Data Analyst
3 269 (16.30%) Business Analyst
4 255 (15.45%) Developer
5 173 (10.48%) Consultant
6 123 (7.45%) SQL Analyst
7 112 (6.79%) Data Scientist
8 90 (5.45%) Senior Analyst
9 81 (4.91%) Business Intelligence Analyst
10 71 (4.30%) Business Intelligence Developer
11 68 (4.12%) Data Business Analyst
12 67 (4.06%) SQL Data Analyst
13 66 (4.00%) Architect
13 66 (4.00%) SQL Developer
14 64 (3.88%) Data Consultant
15 54 (3.27%) Report Analyst
16 51 (3.09%) Applications Support
17 48 (2.91%) Support Analyst
18 44 (2.67%) Excel Analyst
18 44 (2.67%) Insight Analyst
Libraries, Frameworks & Software Standards
1 73 (4.42%) MDX
2 72 (4.36%) .NET
3 54 (3.27%) HTML
4 39 (2.36%) XML
5 38 (2.30%) CSS
6 34 (2.06%) Web Services
7 29 (1.76%) Pandas
8 28 (1.70%) AngularJS
8 28 (1.70%) D3.js
9 25 (1.52%) Natural Language Processing
9 25 (1.52%) REST
10 23 (1.39%) SciPy
11 21 (1.27%) J2EE
12 19 (1.15%) scikit-learn
12 19 (1.15%) Spring
13 17 (1.03%) NumPy
14 16 (0.97%) Hibernate
14 16 (0.97%) WPF
15 15 (0.91%) COM
16 14 (0.85%) JSON
Miscellaneous
1 539 (32.67%) Analytical Skills
2 194 (11.76%) Computer Science
3 157 (9.52%) Statistics
4 150 (9.09%) Mathematics
5 144 (8.73%) Visualisation
6 117 (7.09%) Management Information System
7 68 (4.12%) Data Integration
8 60 (3.64%) Algorithms
8 60 (3.64%) User Experience
9 47 (2.85%) Data Structures
10 45 (2.73%) Physics
11 42 (2.55%) Reference Data
12 38 (2.30%) Fintech
13 36 (2.18%) Derivative
14 34 (2.06%) Hedge funds
15 32 (1.94%) Credit Risk
16 29 (1.76%) Equities
17 27 (1.64%) Foreign Exchange (FX)
18 26 (1.58%) Economics
19 25 (1.52%) Fixed Income
Operating Systems
1 71 (4.30%) Linux
2 60 (3.64%) Unix
3 47 (2.85%) Windows
4 9 (0.55%) Windows Server
5 8 (0.48%) CentOS
6 7 (0.42%) Windows Server 2008
7 6 (0.36%) Apple iOS
8 4 (0.24%) AIX
9 2 (0.12%) Solaris
9 2 (0.12%) Ubuntu
9 2 (0.12%) Windows 7
10 1 (0.061%) Mac OS X
10 1 (0.061%) Windows Server 2003
10 1 (0.061%) Windows XP
Processes & Methodologies
1 463 (28.06%) Business Intelligence
2 397 (24.06%) Analytics
3 363 (22.00%) Agile Software Development
4 239 (14.48%) Data Modelling
5 227 (13.76%) ETL
6 218 (13.21%) Data Management
7 190 (11.52%) Project Management
8 165 (10.00%) Business Analysis
9 164 (9.94%) Stakeholder Management
10 152 (9.21%) Data Analytics
11 141 (8.55%) Machine Learning
12 123 (7.45%) User Acceptance Testing
13 107 (6.48%) E-Commerce
14 100 (6.06%) Asset Management
14 100 (6.06%) Scrum
15 95 (5.76%) Data Architecture
16 91 (5.52%) SDLC
17 86 (5.21%) Migration
17 86 (5.21%) Waterfall
18 84 (5.09%) Change Management
Programming Languages
1 813 (49.27%) SQL
2 194 (11.76%) Python
3 180 (10.91%) R
4 155 (9.39%) Java
5 148 (8.97%) T-SQL
6 104 (6.30%) VBA
7 72 (4.36%) JavaScript
8 66 (4.00%) C#
9 52 (3.15%) PL/SQL
10 45 (2.73%) C
11 40 (2.42%) C++
12 38 (2.30%) MATLAB
13 24 (1.45%) Perl
13 24 (1.45%) Scala
14 22 (1.33%) PHP
15 19 (1.15%) Ruby
16 18 (1.09%) VB
17 16 (0.97%) Bash Shell
18 14 (0.85%) Clojure
19 11 (0.67%) Apex Code
Qualifications
1 362 (21.94%) Degree
2 64 (3.88%) PhD
3 36 (2.18%) CISA
4 35 (2.12%) ISEB
5 27 (1.64%) PCI QSA
5 27 (1.64%) Security Cleared
6 18 (1.09%) SC Cleared
7 17 (1.03%) ISTQB
8 15 (0.91%) ISTQB Foundation Certification
9 13 (0.79%) CBAP
9 13 (0.79%) CISSP
10 12 (0.73%) CISM
11 11 (0.67%) PRINCE2 Certification
12 9 (0.55%) SSCP
13 8 (0.48%) PMI Certification
13 8 (0.48%) PMP
14 6 (0.36%) BPSS Clearance
14 6 (0.36%) Microsoft Certification
15 5 (0.30%) DV Cleared
15 5 (0.30%) MBA
Quality Assurance & Compliance
1 199 (12.06%) Data Quality
2 90 (5.45%) QA
3 42 (2.55%) SLA
4 22 (1.33%) MiFID
5 19 (1.15%) EMIR
6 16 (0.97%) PCI DSS
7 14 (0.85%) CRD IV
8 9 (0.55%) SDET
9 8 (0.48%) Dodd-Frank
10 6 (0.36%) Basel III
10 6 (0.36%) COREP
10 6 (0.36%) FINREP
10 6 (0.36%) P3O
11 2 (0.12%) Basel II
11 2 (0.12%) DICOM
11 2 (0.12%) FATCA
11 2 (0.12%) HL7
System Software
1 14 (0.85%) VirtualBox
2 6 (0.36%) VMware Infrastructure
3 5 (0.30%) Hyper-V
4 3 (0.18%) Active Directory
5 2 (0.12%) Apache Flume
5 2 (0.12%) Oracle RAC
6 1 (0.061%) Docker
6 1 (0.061%) HDFS
Systems Management
1 7 (0.42%) Opscode Chef
2 6 (0.36%) EnCase
2 6 (0.36%) Puppet
3 5 (0.30%) HP Quality Center
3 5 (0.30%) logstash
3 5 (0.30%) Terraform
4 3 (0.18%) Thomson Reuters DACS
5 1 (0.061%) Forefront Identity Manager
5 1 (0.061%) Kibana
Vendors
1 304 (18.42%) Microsoft
2 155 (9.39%) Tableau
3 120 (7.27%) Oracle
4 49 (2.97%) SAP
5 42 (2.55%) Google
6 39 (2.36%) Bloomberg
7 38 (2.30%) Salesforce.com
8 35 (2.12%) Reuters
9 27 (1.64%) IBM
10 25 (1.52%) Cognos
10 25 (1.52%) Remedy
11 22 (1.33%) Adobe
12 21 (1.27%) Splunk
13 20 (1.21%) Informatica
14 16 (0.97%) ServiceNow
14 16 (0.97%) Teradata
15 14 (0.85%) MicroStrategy
16 13 (0.79%) Netezza
17 10 (0.61%) Red Hat
18 9 (0.55%) Cognizant
London
Big Wednesday Digital Ltd
Posted: 19 hours ago
London
Hays Finance Technology
Salary: Competitive Base + Bonus
Posted: 17 hours ago
City, London
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 12 hours ago
South West London
Allen Lane Interim & Permanent Recruitment
Salary: From £46,000 to £54,000 per annum
Posted: 16 hours ago
City, London
Executive Recruitment Services (ERS)
Posted: 2 days ago
London
Talent International
Salary: £40000.00 - £45000.00 per annum + Bonus + Pension
Posted: 17 hours ago
South West London
Michael Page Technology
Posted: 9 hours ago
London
Networking People
Salary: £50000 - £100000 per annum + neg & bonus + benefits
Posted: 8 hours ago
City, London
McGregor Boyall
Salary: £50000 - £65000 per annum + benefits + bonus
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: Yesterday
South West London
Searchability
Salary: £53000 - £60000 per annum + Performance related bonus up to 20%
Posted: 10 hours ago
London
Oho Group Ltd.
Salary: £50k - 150k per year + benefits / bonus
Posted: 9 hours ago
Central London / West End
Client Server
Salary: £55k to £65k + 25 days holiday
Posted: Yesterday
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: 3 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 2 days ago
Central London / West End
JWResource
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: Yesterday
London
Salt
Salary: £50000 - £65000 per annum + Benefits
Posted: 10 hours ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Premier IT
Posted: 2 days ago
City, London
Clear Edge Consulting
Salary: From £85,000 to £90,000 per annum Bonus
Posted: Yesterday
London
Oscar
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 3 days ago
London
Hays Finance Technology
Salary: £75000.00 - £90000.00 per annum + bonus and benefits
Posted: 9 hours ago
City, London
Energon People
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Ashdown IT
Salary: £34000 - £36000 per annum + benefits package
Posted: 13 hours ago
City, London
Henderson Drake
Salary: From £50,000 to £75,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday