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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 162 151 137
Rank change year-on-year
-11 -14
Permanent jobs citing Data Analysis 805 949 1132
As % of all permanent IT jobs located in London 2.04% 2.12% 2.25%
As % of the Processes & Methodologies category 2.28% 2.42% 2.57%
Number of salaries quoted 687 743 902
Median salary £53,500 £52,500 £50,000
Median salary % change year-on-year
+1.90% +5.00%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £80,750 £80,000 £80,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
35334 39207 43982
As % of all permanent IT jobs located in London 89.62% 87.74% 87.28%
Number of salaries quoted 30608 32904 36456
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 25 June 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 25 June 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 +1 142 £55,000 - 22
Kingston Upon Thames - 5 £28,000 -
Wimbledon - 4 - -
Stanmore - 3 £34,000 -
Hayes - 2 £42,500 -
Docklands, London - 2 - -
Uxbridge -3 1 £67,500 +68.75%
Croydon -6 1 £52,000 +38.66%
Romford -13 1 £82,500 +120.00%
Teddington - 1 - - 2
Orpington - 1 £39,979 -
Westminster - 1 £25,000 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 25 June 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.

1 811 (49.94%) SQL
2 624 (38.42%) Finance
3 529 (32.57%) Analytical Skills
4 437 (26.91%) Business Intelligence
5 391 (24.08%) Analytics
6 387 (23.83%) Agile Software Development
7 347 (21.37%) Degree
8 325 (20.01%) SQL Server
9 286 (17.61%) Microsoft
10 272 (16.75%) Data Warehouse
11 263 (16.19%) MS Excel
12 245 (15.09%) Marketing
13 219 (13.49%) Data Modelling
14 205 (12.62%) Python
15 201 (12.38%) ETL
16 198 (12.19%) Computer Science
17 195 (12.01%) Banking
18 187 (11.51%) Stakeholder Management
19 185 (11.39%) R
20 183 (11.27%) Data Management
21 177 (10.90%) SQL Server Reporting Services
21 177 (10.90%) Project Management
22 174 (10.71%) Data Analytics
23 172 (10.59%) Data Quality
24 171 (10.53%) Statistics
25 166 (10.22%) SAS
26 165 (10.16%) SQL Server Integration Services
26 165 (10.16%) Tableau
27 164 (10.10%) Machine Learning
27 164 (10.10%) Java

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
1 166 (10.22%) SAS
2 33 (2.03%) Apache Spark
3 27 (1.66%) Apache Pig
3 27 (1.66%) SharePoint
4 24 (1.48%) Elasticsearch
5 20 (1.23%) BizTalk Server
6 19 (1.17%) Apache
7 15 (0.92%) Confluence
7 15 (0.92%) JBoss
8 10 (0.62%) Tomcat
9 7 (0.43%) ArcGIS
9 7 (0.43%) CMS
9 7 (0.43%) WebSphere
10 4 (0.25%) Apache Solr
11 3 (0.18%) IIS
12 2 (0.12%) MQSeries
12 2 (0.12%) WebLogic
13 1 (0.062%) ColdFusion
13 1 (0.062%) FileNet
13 1 (0.062%) Liferay
Applications
1 263 (16.19%) MS Excel
2 137 (8.44%) MS Office
3 85 (5.23%) MS PowerPoint
4 66 (4.06%) SPSS
5 53 (3.26%) MS Visio
6 10 (0.62%) Photoshop
7 6 (0.37%) Adobe Illustrator
8 5 (0.31%) HipChat
8 5 (0.31%) MS Project
9 4 (0.25%) Stata
9 4 (0.25%) Weka
10 3 (0.18%) EViews
10 3 (0.18%) Spreadsheet
11 2 (0.12%) S-PLUS
12 1 (0.062%) Mathematica
Business Applications
1 20 (1.23%) SAP Oil and Gas
2 15 (0.92%) Markit EDM
3 12 (0.74%) Dynamics CRM
3 12 (0.74%) Remedy ITSM
4 8 (0.49%) WebTrends
5 7 (0.43%) Eloqua
5 7 (0.43%) Endur
5 7 (0.43%) Salesforce.com CRM
6 4 (0.25%) RMDS
7 3 (0.18%) Algo Collateral
7 3 (0.18%) Cognos Business Intelligence
7 3 (0.18%) FastStats
7 3 (0.18%) MetaTrader
7 3 (0.18%) PeopleSoft HCM
8 2 (0.12%) Dynamics NAV
8 2 (0.12%) Lorenzo
8 2 (0.12%) Oracle FAH
8 2 (0.12%) Relativity
8 2 (0.12%) SAP Bank Analyzer
8 2 (0.12%) thinkFolio
Cloud Services
1 64 (3.94%) Amazon AWS
2 34 (2.09%) SaaS
3 31 (1.91%) Amazon EC2
4 29 (1.79%) Google Analytics
5 24 (1.48%) Amazon EMR
5 24 (1.48%) Amazon S3
6 13 (0.80%) Microsoft Azure
7 12 (0.74%) Force.com
8 7 (0.43%) Adobe Analytics
9 2 (0.12%) AdWords
9 2 (0.12%) SmartFocus
10 1 (0.062%) Amazon Kinesis
10 1 (0.062%) Cloud Computing
Communications & Networking
1 17 (1.05%) Network Security
2 12 (0.74%) Firewall
3 10 (0.62%) Internet
4 7 (0.43%) NGN
5 4 (0.25%) FTP
5 4 (0.25%) HTTP
6 3 (0.18%) Intrusion Detection
6 3 (0.18%) TCP/IP
7 2 (0.12%) Broadband
7 2 (0.12%) VLAN
8 1 (0.062%) DHCP
8 1 (0.062%) DNS
8 1 (0.062%) Intranet
8 1 (0.062%) SAN
8 1 (0.062%) SNMP
8 1 (0.062%) SSL
8 1 (0.062%) Wireless
Database & Business Intelligence
1 325 (20.01%) SQL Server
2 272 (16.75%) Data Warehouse
3 177 (10.90%) SQL Server Reporting Services
4 165 (10.16%) SQL Server Integration Services
5 153 (9.42%) Big Data
6 148 (9.11%) Data Mining
7 124 (7.64%) SQL Server 2008
8 118 (7.27%) Hadoop
9 112 (6.90%) Relational Database
10 89 (5.48%) SQL Server 2012
11 88 (5.42%) SQL Server Analysis Services
12 86 (5.30%) QlikView
13 72 (4.43%) BusinessObjects
14 60 (3.69%) MongoDB
15 50 (3.08%) NoSQL
15 50 (3.08%) PostgreSQL
16 48 (2.96%) MySQL
17 44 (2.71%) Apache Hive
18 40 (2.46%) SQL Server 2014
19 36 (2.22%) SQL Server 2005
Development Applications
1 51 (3.14%) Git (software)
2 39 (2.40%) JIRA
3 31 (1.91%) Jenkins
3 31 (1.91%) Team Foundation Server
4 22 (1.35%) Vagrant
4 22 (1.35%) Yeoman
5 15 (0.92%) Visual Studio
6 14 (0.86%) Axure RP
7 11 (0.68%) Visual Studio Tools for Office
8 10 (0.62%) Maven
9 8 (0.49%) Gradle
9 8 (0.49%) JUnit
9 8 (0.49%) Selenium
9 8 (0.49%) Toad
10 7 (0.43%) Atlassian Bamboo
10 7 (0.43%) SpecFlow
10 7 (0.43%) Subversion
10 7 (0.43%) Talend Open Studio
11 6 (0.37%) Cucumber
11 6 (0.37%) JBehave
General
1 624 (38.42%) Finance
2 245 (15.09%) Marketing
3 195 (12.01%) Banking
4 118 (7.27%) Retail
5 78 (4.80%) Telecoms
6 54 (3.33%) Legal
7 44 (2.71%) Manufacturing
8 39 (2.40%) Front Office
8 39 (2.40%) Publishing
9 31 (1.91%) Investment Banking
10 30 (1.85%) Advertising
10 30 (1.85%) Back Office
11 25 (1.54%) Law
12 23 (1.42%) Pharmaceutical
13 20 (1.23%) Games
14 19 (1.17%) Electronics
15 18 (1.11%) Billing
15 18 (1.11%) Financial Institution
16 13 (0.80%) German Language
17 8 (0.49%) Automotive
Job Titles
1 769 (47.35%) Analyst
2 269 (16.56%) Business Analyst
3 260 (16.01%) Data Analyst
4 252 (15.52%) Developer
5 172 (10.59%) Consultant
6 125 (7.70%) Data Scientist
6 125 (7.70%) SQL Analyst
7 87 (5.36%) Business Intelligence Analyst
8 84 (5.17%) Senior Analyst
9 69 (4.25%) Business Intelligence Developer
10 68 (4.19%) Data Business Analyst
10 68 (4.19%) SQL Data Analyst
10 68 (4.19%) SQL Developer
11 61 (3.76%) Data Consultant
12 56 (3.45%) Report Analyst
13 54 (3.33%) Junior
14 52 (3.20%) Architect
15 48 (2.96%) Insight Analyst
16 46 (2.83%) Java Developer
16 46 (2.83%) Support Analyst
Libraries, Frameworks & Software Standards
1 77 (4.74%) MDX
2 65 (4.00%) HTML
3 64 (3.94%) .NET
4 47 (2.89%) CSS
5 39 (2.40%) XML
6 38 (2.34%) Natural Language Processing
6 38 (2.34%) Pandas
7 35 (2.16%) Web Services
8 34 (2.09%) D3.js
9 33 (2.03%) SciPy
10 32 (1.97%) AngularJS
11 28 (1.72%) scikit-learn
12 22 (1.35%) Cascalog
12 22 (1.35%) REST
13 18 (1.11%) J2EE
13 18 (1.11%) JSON
13 18 (1.11%) NumPy
14 17 (1.05%) Spring
15 16 (0.99%) HTML5
16 15 (0.92%) WPF
Miscellaneous
1 529 (32.57%) Analytical Skills
2 198 (12.19%) Computer Science
3 171 (10.53%) Statistics
4 153 (9.42%) Visualisation
5 148 (9.11%) Mathematics
6 115 (7.08%) Management Information System
7 71 (4.37%) User Experience
8 64 (3.94%) Algorithms
9 59 (3.63%) Data Integration
10 50 (3.08%) Data Structures
11 49 (3.02%) Physics
12 43 (2.65%) Fintech
13 37 (2.28%) Reference Data
14 32 (1.97%) Derivative
15 31 (1.91%) Hedge funds
16 29 (1.79%) Credit Risk
16 29 (1.79%) Economics
17 27 (1.66%) Equities
17 27 (1.66%) SWIFT
18 26 (1.60%) Foreign Exchange (FX)
Operating Systems
1 71 (4.37%) Linux
2 58 (3.57%) Unix
3 47 (2.89%) Windows
4 15 (0.92%) Apple iOS
5 10 (0.62%) CentOS
6 8 (0.49%) Windows Server
7 4 (0.25%) Ubuntu
7 4 (0.25%) Windows Server 2008
8 3 (0.18%) Windows 7
9 2 (0.12%) AIX
9 2 (0.12%) Android
9 2 (0.12%) Solaris
10 1 (0.062%) Windows Server 2003
10 1 (0.062%) Windows XP
Processes & Methodologies
1 437 (26.91%) Business Intelligence
2 391 (24.08%) Analytics
3 387 (23.83%) Agile Software Development
4 219 (13.49%) Data Modelling
5 201 (12.38%) ETL
6 187 (11.51%) Stakeholder Management
7 183 (11.27%) Data Management
8 177 (10.90%) Project Management
9 174 (10.71%) Data Analytics
10 164 (10.10%) Machine Learning
11 159 (9.79%) Business Analysis
12 126 (7.76%) User Acceptance Testing
13 111 (6.83%) Scrum
14 103 (6.34%) E-Commerce
15 97 (5.97%) Asset Management
16 93 (5.73%) SDLC
17 90 (5.54%) Waterfall
18 85 (5.23%) CRM
19 82 (5.05%) Data Architecture
20 81 (4.99%) User Stories
Programming Languages
1 811 (49.94%) SQL
2 205 (12.62%) Python
3 185 (11.39%) R
4 164 (10.10%) Java
5 145 (8.93%) T-SQL
6 115 (7.08%) VBA
7 76 (4.68%) JavaScript
8 63 (3.88%) C#
9 47 (2.89%) C++
10 44 (2.71%) PL/SQL
11 35 (2.16%) C
12 32 (1.97%) MATLAB
13 24 (1.48%) Bash Shell
13 24 (1.48%) Perl
14 22 (1.35%) Clojure
14 22 (1.35%) PHP
15 20 (1.23%) Scala
16 17 (1.05%) Ruby
17 15 (0.92%) VB
18 11 (0.68%) Apex Code
Qualifications
1 347 (21.37%) Degree
2 70 (4.31%) PhD
3 42 (2.59%) CISA
4 33 (2.03%) ISEB
5 32 (1.97%) PCI QSA
6 23 (1.42%) Security Cleared
7 19 (1.17%) SC Cleared
8 15 (0.92%) CISSP
9 14 (0.86%) CISM
10 13 (0.80%) CBAP
10 13 (0.80%) ISTQB
11 11 (0.68%) ISTQB Foundation Certification
12 10 (0.62%) PMI Certification
13 9 (0.55%) PMP
13 9 (0.55%) SSCP
14 8 (0.49%) PRINCE2 Certification
15 6 (0.37%) BPSS Clearance
15 6 (0.37%) MBA
16 5 (0.31%) DV Cleared
17 4 (0.25%) CEH
Quality Assurance & Compliance
1 172 (10.59%) Data Quality
2 94 (5.79%) QA
3 37 (2.28%) SLA
4 18 (1.11%) MiFID
5 17 (1.05%) PCI DSS
6 15 (0.92%) EMIR
7 11 (0.68%) CRD IV
8 9 (0.55%) Dodd-Frank
9 7 (0.43%) Basel III
9 7 (0.43%) COREP
9 7 (0.43%) FINREP
9 7 (0.43%) SDET
10 3 (0.18%) P3O
11 2 (0.12%) Basel II
11 2 (0.12%) DICOM
11 2 (0.12%) FATCA
11 2 (0.12%) HL7
12 1 (0.062%) ISO/IEC 27001
12 1 (0.062%) UCITS
System Software
1 22 (1.35%) Virtual Machines
1 22 (1.35%) VirtualBox
2 4 (0.25%) VMware Infrastructure
3 3 (0.18%) Active Directory
4 2 (0.12%) HDFS
4 2 (0.12%) Hyper-V
4 2 (0.12%) Oracle RAC
5 1 (0.062%) Docker
5 1 (0.062%) Virtual Servers
Systems Management
1 10 (0.62%) EnCase
2 9 (0.55%) Opscode Chef
3 7 (0.43%) Puppet
4 5 (0.31%) HP Quality Center
4 5 (0.31%) logstash
4 5 (0.31%) Terraform
5 4 (0.25%) Thomson Reuters DACS
6 1 (0.062%) Forefront Identity Manager
6 1 (0.062%) Hadoop YARN
6 1 (0.062%) Kibana
Vendors
1 286 (17.61%) Microsoft
2 165 (10.16%) Tableau
3 109 (6.71%) Oracle
4 46 (2.83%) Google
5 45 (2.77%) SAP
6 44 (2.71%) Salesforce.com
7 38 (2.34%) Bloomberg
8 34 (2.09%) Reuters
9 31 (1.91%) IBM
10 27 (1.66%) Remedy
11 23 (1.42%) Adobe
11 23 (1.42%) Splunk
12 22 (1.35%) Cognos
13 21 (1.29%) Informatica
14 14 (0.86%) Red Hat
14 14 (0.86%) Teradata
15 12 (0.74%) MicroStrategy
15 12 (0.74%) Netezza
16 11 (0.68%) Cognizant
16 11 (0.68%) ServiceNow
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £34,000 per annum Salary will be given based on experi
Posted: 12 hours ago
North London
360 Resourcing Solutions
Posted: Yesterday
London
Hydrogen Group
Salary: £40000.00 - £50000.00 per annum + Extensive Benefits
Posted: 22 hours ago
London
Maclean Moore Consulting
Salary: From £35,000 to £55,000 per annum Bonus, Pension, Healthcare, Life Ins
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £80000 per annum + + bonus + package
Posted: Yesterday
London
Eames Consulting
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: Yesterday
London
First Point
Salary: £50000.00 - £65000.00 per annum + Bonus & Package
Posted: Yesterday
London
set2recruit
Salary: Up to £30,000 per annum
Posted: 2 days ago
City, London
Involved Solutions Ltd
Salary: £45000.00 - £48000.00 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Energon People
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Lorien Resourcing
Salary: £32000 - £38000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Robert Half
Salary: £50000 - £65000 per annum
Posted: 4 days ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 3 days ago
London
McGregor Boyall
Salary: £60000 - £65000 per annum + Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 plus impressive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 4 days ago
London
set2recruit
Salary: From £35,000 to £50,000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 plus benefits
Posted: 2 days ago
London
Exposed Solutions
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £70000 - £82000 per annum + 10% Bonus + Pension + Health
Posted: 4 days ago
London
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Clearwater People Solutions
Salary: £35000 Per Annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 4 days ago
London
Optima Connections
Salary: From £55,000 to £75,000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 5 days ago
London
The People Network
Salary: £45000 - £60000 per annum + +20% bonus, pension, medical, etc
Posted: 6 days ago
City, London
Henderson Drake
Salary: From £60,000 to £80,000 per annum Bonus + Pension + Insurance + Dental
Posted: 3 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 4 days ago