The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 121 120 113
Rank change year-on-year
-1 -7
Permanent jobs citing Data Analysis 134 222 298
As % of all permanent IT jobs located in the City of London 2.13% 2.12% 2.42%
As % of the Processes & Methodologies category 2.38% 2.42% 2.81%
Number of salaries quoted 126 179 226
Median salary £57,500 £55,000 £51,500
Median salary % change year-on-year
+4.54% +6.79%
90% offered a salary of more than £32,500 £32,500 £35,000
10% offered a salary of more than £75,000 £82,500 £80,000
UK excluding London median salary £40,000 £38,000 £38,500
% change year-on-year
+5.26% -1.29%
Data Analysis
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5627 9181 10605
As % of all permanent IT jobs located in the City of London 89.64% 87.63% 86.13%
Number of salaries quoted 5131 7829 8742
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year
+0.83% +4.34%
90% offered a salary of more than £42,500 £39,000 £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 the City of London

The demand trend of job ads across the City of 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 the City of London

Data Analysis
Salary Trend in the City of London

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

Data Analysis Salary Trend in the City of London

Data Analysis
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Analysis across the City of London region over the 3 months to 26 July 2016.

Data Analysis Salary Histogram in the City of London

Data Analysis
Top 30 Related IT Skills in the City of London

For the 6 months to 26 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 City of London region with a requirement for Data Analysis.

1 178 (58.17%) SQL
2 162 (52.94%) Finance
3 118 (38.56%) Analytical Skills
4 108 (35.29%) Microsoft
5 89 (29.08%) Agile Software Development
6 83 (27.12%) Business Intelligence
7 74 (24.18%) SQL Server
8 70 (22.88%) MS Excel
9 59 (19.28%) Data Warehouse
10 58 (18.95%) MS Office
10 58 (18.95%) Banking
11 56 (18.30%) Degree
12 51 (16.67%) Stakeholder Management
13 49 (16.01%) T-SQL
14 48 (15.69%) Data Management
15 46 (15.03%) Data Modelling
16 44 (14.38%) Analytics
16 44 (14.38%) Tableau
17 43 (14.05%) SQL Server 2008
18 42 (13.73%) User Acceptance Testing
19 40 (13.07%) Management Information System
20 39 (12.75%) Asset Management
21 38 (12.42%) Data Quality
22 37 (12.09%) MS PowerPoint
22 37 (12.09%) VBA
23 36 (11.76%) SQL Server Integration Services
24 35 (11.44%) Marketing
24 35 (11.44%) Mathematics
24 35 (11.44%) SQL Server 2012
24 35 (11.44%) Project Management

Data Analysis
Top Related IT Skills in the City of 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 20 (6.54%) BizTalk Server
2 12 (3.92%) SAS
3 11 (3.59%) Elasticsearch
4 6 (1.96%) WebSphere
5 5 (1.63%) Apache Spark
6 3 (0.98%) Apache
6 3 (0.98%) Apache Solr
7 2 (0.65%) ArcGIS
8 1 (0.33%) Confluence
8 1 (0.33%) SharePoint
8 1 (0.33%) Skype for Business
8 1 (0.33%) WebLogic
Applications
1 70 (22.88%) MS Excel
2 58 (18.95%) MS Office
3 37 (12.09%) MS PowerPoint
4 14 (4.58%) MS Visio
5 4 (1.31%) MS Project
5 4 (1.31%) SPSS
6 1 (0.33%) Adobe Illustrator
6 1 (0.33%) Photoshop
6 1 (0.33%) Stata
Business Applications
1 10 (3.27%) Dynamics CRM
2 5 (1.63%) Salesforce.com CRM
3 3 (0.98%) Markit EDM
3 3 (0.98%) PeopleSoft HCM
4 1 (0.33%) Cognos Business Intelligence
4 1 (0.33%) Eloqua
4 1 (0.33%) JDE EnterpriseOne
4 1 (0.33%) MetaTrader
4 1 (0.33%) Misys Midas
4 1 (0.33%) Relativity
4 1 (0.33%) Ringtail
4 1 (0.33%) thinkFolio
Cloud Services
1 11 (3.59%) Amazon AWS
2 6 (1.96%) SaaS
3 2 (0.65%) Amazon EC2
3 2 (0.65%) Force.com
3 2 (0.65%) Google Analytics
3 2 (0.65%) Microsoft Azure
4 1 (0.33%) Cloud Computing
Communications & Networking
1 3 (0.98%) Firewall
2 2 (0.65%) Broadband
2 2 (0.65%) Network Security
3 1 (0.33%) Intranet
3 1 (0.33%) SAN
3 1 (0.33%) VLAN
Database & Business Intelligence
1 74 (24.18%) SQL Server
2 59 (19.28%) Data Warehouse
3 43 (14.05%) SQL Server 2008
4 36 (11.76%) SQL Server Integration Services
5 35 (11.44%) SQL Server 2012
6 33 (10.78%) SQL Server Reporting Services
7 24 (7.84%) QlikView
8 22 (7.19%) SQL Server 2005
9 20 (6.54%) BusinessObjects
10 17 (5.56%) Data Mining
11 16 (5.23%) Relational Database
12 15 (4.90%) PowerPivot
12 15 (4.90%) SQL Server Analysis Services
13 14 (4.58%) Hadoop
14 13 (4.25%) Microsoft Analysis Services
14 13 (4.25%) MS Access
15 10 (3.27%) SQL Server 2014
16 9 (2.94%) Big Data
16 9 (2.94%) Power BI
17 8 (2.61%) Crystal Reports
Development Applications
1 10 (3.27%) Visual Studio
2 5 (1.63%) JIRA
3 4 (1.31%) Git (software)
3 4 (1.31%) Selenium
3 4 (1.31%) SpecFlow
4 2 (0.65%) Cucumber
4 2 (0.65%) Eclipse
4 2 (0.65%) FitNesse
4 2 (0.65%) JBehave
4 2 (0.65%) SoapUI
4 2 (0.65%) Team Foundation Server
5 1 (0.33%) Atlassian Bamboo
5 1 (0.33%) Axure RP
5 1 (0.33%) ClearCase
5 1 (0.33%) SQL Server Management Studio (SSMS)
5 1 (0.33%) TestDirector
General
1 162 (52.94%) Finance
2 58 (18.95%) Banking
3 35 (11.44%) Marketing
4 29 (9.48%) Legal
5 21 (6.86%) Law
6 18 (5.88%) Retail
7 16 (5.23%) Billing
8 10 (3.27%) Publishing
9 9 (2.94%) Telecoms
10 8 (2.61%) Financial Institution
11 7 (2.29%) Front Office
12 5 (1.63%) Back Office
13 4 (1.31%) French Language
13 4 (1.31%) German Language
13 4 (1.31%) Italian Language
14 3 (0.98%) Advertising
14 3 (0.98%) Automotive
15 1 (0.33%) Brand Awareness
15 1 (0.33%) Investment Banking
15 1 (0.33%) Local Government
Job Titles
1 185 (60.46%) Analyst
2 55 (17.97%) Data Analyst
3 48 (15.69%) Developer
4 46 (15.03%) Business Analyst
5 32 (10.46%) Business Intelligence Analyst
6 27 (8.82%) SQL Analyst
7 26 (8.50%) Senior Analyst
8 22 (7.19%) Audit Analyst
9 21 (6.86%) Applications Support
9 21 (6.86%) Support Analyst
10 19 (6.21%) Applications Support Analyst
11 17 (5.56%) SQL Data Analyst
12 16 (5.23%) Business Intelligence Developer
13 15 (4.90%) IT Analyst
13 15 (4.90%) Report Analyst
14 14 (4.58%) Business Developer
14 14 (4.58%) Data Business Analyst
15 12 (3.92%) Banking Analyst
15 12 (3.92%) Java Developer
16 10 (3.27%) Senior Applications Support Analyst
Libraries, Frameworks & Software Standards
1 23 (7.52%) MDX
2 13 (4.25%) .NET
3 9 (2.94%) COM
4 8 (2.61%) XML
5 6 (1.96%) CSS
5 6 (1.96%) Web Services
6 5 (1.63%) AngularJS
7 4 (1.31%) D3.js
7 4 (1.31%) HTML
7 4 (1.31%) SOAP
8 3 (0.98%) JSON
8 3 (0.98%) Lucene
8 3 (0.98%) Material Design
8 3 (0.98%) Natural Language Processing
8 3 (0.98%) REST
9 2 (0.65%) .NET Framework
9 2 (0.65%) Entity Framework
9 2 (0.65%) HTML5
9 2 (0.65%) NumPy
9 2 (0.65%) WCF
Miscellaneous
1 118 (38.56%) Analytical Skills
2 40 (13.07%) Management Information System
3 35 (11.44%) Mathematics
4 29 (9.48%) Statistics
5 24 (7.84%) Computer Science
6 22 (7.19%) Credit Risk
7 18 (5.88%) SWIFT
8 15 (4.90%) Data Integration
8 15 (4.90%) Fintech
8 15 (4.90%) User Experience
9 14 (4.58%) Visualisation
10 10 (3.27%) Economics
10 10 (3.27%) Equities
11 9 (2.94%) Derivative
12 8 (2.61%) Hedge funds
12 8 (2.61%) OTC Derivatives
12 8 (2.61%) Physics
13 5 (1.63%) Data Centre
14 4 (1.31%) Data Structures
15 3 (0.98%) Graphic Design
Operating Systems
1 11 (3.59%) Linux
1 11 (3.59%) Windows
2 6 (1.96%) Unix
2 6 (1.96%) Windows Server
3 2 (0.65%) CentOS
4 1 (0.33%) Windows 7
4 1 (0.33%) Windows Server 2003
4 1 (0.33%) Windows XP
Processes & Methodologies
1 89 (29.08%) Agile Software Development
2 83 (27.12%) Business Intelligence
3 51 (16.67%) Stakeholder Management
4 48 (15.69%) Data Management
5 46 (15.03%) Data Modelling
6 44 (14.38%) Analytics
7 42 (13.73%) User Acceptance Testing
8 39 (12.75%) Asset Management
9 35 (11.44%) Project Management
10 32 (10.46%) ETL
11 30 (9.80%) Scrum
12 26 (8.50%) Change Management
12 26 (8.50%) ITIL
13 23 (7.52%) Machine Learning
14 22 (7.19%) Business Analysis
14 22 (7.19%) Compliance Audit
14 22 (7.19%) Data Cleansing
14 22 (7.19%) Time Management
15 21 (6.86%) CRM
16 20 (6.54%) UML
Programming Languages
1 178 (58.17%) SQL
2 49 (16.01%) T-SQL
3 37 (12.09%) VBA
4 28 (9.15%) Java
4 28 (9.15%) Python
5 14 (4.58%) R
6 13 (4.25%) C
7 12 (3.92%) C#
7 12 (3.92%) JavaScript
8 7 (2.29%) Perl
9 6 (1.96%) VB
10 5 (1.63%) PL/SQL
10 5 (1.63%) PowerShell
11 3 (0.98%) C++
11 3 (0.98%) PHP
11 3 (0.98%) Ruby
11 3 (0.98%) Scala
12 2 (0.65%) MATLAB
13 1 (0.33%) Shell Script
13 1 (0.33%) VBScript
Qualifications
1 56 (18.30%) Degree
2 22 (7.19%) CISA
2 22 (7.19%) PCI QSA
3 8 (2.61%) ISTQB
3 8 (2.61%) ISTQB Foundation Certification
4 5 (1.63%) PhD
5 4 (1.31%) PMI Certification
5 4 (1.31%) PMP
6 2 (0.65%) ISEB
6 2 (0.65%) Security Cleared
7 1 (0.33%) ACCA
7 1 (0.33%) CIMA
7 1 (0.33%) DV Cleared
7 1 (0.33%) ISEB Practitioner
7 1 (0.33%) Postgraduate
7 1 (0.33%) SC Cleared
Quality Assurance & Compliance
1 38 (12.42%) Data Quality
2 18 (5.88%) QA
2 18 (5.88%) SLA
3 14 (4.58%) PCI DSS
4 6 (1.96%) MiFID
5 4 (1.31%) EMIR
5 4 (1.31%) SDET
6 2 (0.65%) CRD IV
6 2 (0.65%) Dodd-Frank
System Software
1 3 (0.98%) Active Directory
2 2 (0.65%) VMware Infrastructure
3 1 (0.33%) Virtual Servers
Systems Management
1 2 (0.65%) EnCase
1 2 (0.65%) logstash
2 1 (0.33%) BladeLogic
2 1 (0.33%) Control-M
2 1 (0.33%) Forefront Identity Manager
2 1 (0.33%) HP Quality Center
Vendors
1 108 (35.29%) Microsoft
2 44 (14.38%) Tableau
3 22 (7.19%) Reuters
4 21 (6.86%) Salesforce.com
5 20 (6.54%) Bloomberg
5 20 (6.54%) Oracle
6 11 (3.59%) Remedy
7 8 (2.61%) SAP
8 7 (2.29%) IBM
8 7 (2.29%) Informatica
9 4 (1.31%) Google
9 4 (1.31%) PeopleSoft
10 2 (0.65%) Charles River
10 2 (0.65%) HP
10 2 (0.65%) Jaspersoft
10 2 (0.65%) MicroStrategy
10 2 (0.65%) Red Hat
10 2 (0.65%) Splunk
10 2 (0.65%) Teradata
10 2 (0.65%) VMware
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £95,000, plus an impressive benefits package
Posted: 3 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 plus benefits
Posted: 1 hour ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 6 days ago
City, London
Involved Solutions Ltd
Salary: £45000.00 - £48000.00 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 6 days ago
City of Westminster
Michael Page Technology
Salary: £23000 - £27000 per annum + flexi-time, private health
Posted: 13 days ago
City, London
ANSON MCCADE
Salary: £35,000-£55,000 (Plus Competitive Package)
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £55,000-£70,000 (Plus Competitive Package)
Posted: 5 days ago
City of London
Venturi
Salary: £70000 - £75000.00 per annum + bonus +Full bens
Posted: 18 days ago
City of London
Modis International Ltd
Salary: £70000 per annum
Posted: 22 days ago