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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Analysis
Rank 123 127 120
Rank change year-on-year
+4 -7
Permanent jobs citing Data Analysis 140 218 307
As % of all permanent IT jobs located in the City of London 2.22% 2.10% 2.36%
As % of the Processes & Methodologies category 2.48% 2.40% 2.74%
Number of salaries quoted 132 173 231
Median salary £55,000 £55,000 £51,500
Median salary % change year-on-year
- +6.79%
90% offered a salary of more than £32,500 £32,500 £37,500
10% offered a salary of more than £75,000 £80,400 £80,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
5650 9094 11208
As % of all permanent IT jobs located in the City of London 89.78% 87.76% 86.28%
Number of salaries quoted 5148 7769 9336
Median salary £60,500 £57,500 £57,500
Median salary % change year-on-year
+5.21% -
90% offered a salary of more than £41,000 £40,000 £37,500
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 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 1 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 1 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.

1 196 (56.98%) SQL
2 175 (50.87%) Finance
3 124 (36.05%) Analytical Skills
4 116 (33.72%) Microsoft
5 99 (28.78%) Agile Software Development
6 85 (24.71%) MS Excel
7 81 (23.55%) Business Intelligence
8 78 (22.67%) SQL Server
9 71 (20.64%) MS Office
10 69 (20.06%) Degree
11 68 (19.77%) Banking
12 64 (18.60%) Data Warehouse
13 57 (16.57%) Data Management
14 53 (15.41%) Stakeholder Management
15 50 (14.53%) Data Modelling
16 49 (14.24%) Data Quality
16 49 (14.24%) Analytics
17 46 (13.37%) User Acceptance Testing
18 45 (13.08%) Project Management
18 45 (13.08%) T-SQL
19 44 (12.79%) SQL Server 2008
20 43 (12.50%) Mathematics
21 41 (11.92%) Tableau
22 40 (11.63%) ETL
23 39 (11.34%) Management Information System
23 39 (11.34%) SQL Server Integration Services
24 38 (11.05%) MS PowerPoint
25 37 (10.76%) Marketing
26 36 (10.47%) SQL Server Reporting Services
27 35 (10.17%) Asset 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 19 (5.52%) SAS
2 17 (4.94%) BizTalk Server
3 11 (3.20%) Elasticsearch
4 6 (1.74%) WebSphere
5 5 (1.45%) Apache Spark
6 3 (0.87%) Apache Solr
6 3 (0.87%) SharePoint
7 2 (0.58%) Apache
7 2 (0.58%) ArcGIS
8 1 (0.29%) Apache Pig
8 1 (0.29%) Confluence
8 1 (0.29%) FileNet
8 1 (0.29%) Skype for Business
Applications
1 85 (24.71%) MS Excel
2 71 (20.64%) MS Office
3 38 (11.05%) MS PowerPoint
4 17 (4.94%) MS Visio
5 6 (1.74%) SPSS
6 4 (1.16%) MS Project
7 1 (0.29%) Adobe Illustrator
7 1 (0.29%) EViews
7 1 (0.29%) Photoshop
7 1 (0.29%) S-PLUS
7 1 (0.29%) Spreadsheet
7 1 (0.29%) Stata
Business Applications
1 10 (2.91%) Dynamics CRM
2 5 (1.45%) Salesforce.com CRM
3 3 (0.87%) Markit EDM
3 3 (0.87%) PeopleSoft HCM
4 1 (0.29%) Cognos Business Intelligence
4 1 (0.29%) Eloqua
4 1 (0.29%) MetaTrader
4 1 (0.29%) Relativity
4 1 (0.29%) Ringtail
4 1 (0.29%) thinkFolio
Cloud Services
1 11 (3.20%) Amazon AWS
2 5 (1.45%) SaaS
3 3 (0.87%) Google Analytics
4 2 (0.58%) Amazon EC2
4 2 (0.58%) Force.com
4 2 (0.58%) Microsoft Azure
5 1 (0.29%) Adobe Analytics
5 1 (0.29%) Cloud Computing
Communications & Networking
1 3 (0.87%) Firewall
2 2 (0.58%) Broadband
2 2 (0.58%) Network Security
3 1 (0.29%) SAN
3 1 (0.29%) VLAN
Database & Business Intelligence
1 78 (22.67%) SQL Server
2 64 (18.60%) Data Warehouse
3 44 (12.79%) SQL Server 2008
4 39 (11.34%) SQL Server Integration Services
5 36 (10.47%) SQL Server Reporting Services
6 32 (9.30%) SQL Server 2012
7 30 (8.72%) QlikView
8 27 (7.85%) Data Mining
9 24 (6.98%) BusinessObjects
10 19 (5.52%) SQL Server 2005
11 18 (5.23%) Relational Database
12 17 (4.94%) Hadoop
12 17 (4.94%) SQL Server Analysis Services
13 12 (3.49%) Big Data
13 12 (3.49%) PowerPivot
14 11 (3.20%) Data Mart
14 11 (3.20%) MS Access
15 10 (2.91%) Microsoft Analysis Services
16 9 (2.62%) Crystal Reports
17 8 (2.33%) SQL Server 2014
Development Applications
1 7 (2.03%) Visual Studio
2 5 (1.45%) Selenium
2 5 (1.45%) SpecFlow
3 4 (1.16%) Cucumber
3 4 (1.16%) Eclipse
3 4 (1.16%) FitNesse
3 4 (1.16%) Git (software)
3 4 (1.16%) JBehave
3 4 (1.16%) JIRA
3 4 (1.16%) Team Foundation Server
4 1 (0.29%) Axure RP
4 1 (0.29%) SoapUI
4 1 (0.29%) SQL Server Management Studio (SSMS)
4 1 (0.29%) TestDirector
General
1 175 (50.87%) Finance
2 68 (19.77%) Banking
3 37 (10.76%) Marketing
4 24 (6.98%) Legal
5 21 (6.10%) Retail
6 19 (5.52%) Law
7 15 (4.36%) Billing
7 15 (4.36%) Publishing
8 13 (3.78%) Back Office
9 9 (2.62%) Telecoms
10 8 (2.33%) Financial Institution
10 8 (2.33%) Front Office
11 4 (1.16%) German Language
12 3 (0.87%) Advertising
12 3 (0.87%) French Language
12 3 (0.87%) Italian Language
13 2 (0.58%) Automotive
14 1 (0.29%) Investment Banking
14 1 (0.29%) Local Government
14 1 (0.29%) Pharmaceutical
Job Titles
1 214 (62.21%) Analyst
2 69 (20.06%) Data Analyst
3 53 (15.41%) Developer
4 48 (13.95%) Business Analyst
5 31 (9.01%) Senior Analyst
6 29 (8.43%) Business Intelligence Analyst
7 28 (8.14%) Support Analyst
8 27 (7.85%) SQL Analyst
9 26 (7.56%) Applications Support
10 24 (6.98%) Applications Support Analyst
11 22 (6.40%) Audit Analyst
12 17 (4.94%) Banking Analyst
13 16 (4.65%) IT Analyst
14 15 (4.36%) Business Intelligence Developer
14 15 (4.36%) Report Analyst
14 15 (4.36%) SQL Data Analyst
15 13 (3.78%) Java Developer
16 12 (3.49%) Architect
16 12 (3.49%) Business Developer
17 11 (3.20%) Technical Analyst
Libraries, Frameworks & Software Standards
1 19 (5.52%) .NET
2 18 (5.23%) MDX
3 10 (2.91%) COM
4 7 (2.03%) XML
5 6 (1.74%) CSS
5 6 (1.74%) Web Services
6 5 (1.45%) HTML
7 4 (1.16%) AngularJS
7 4 (1.16%) Behat
7 4 (1.16%) D3.js
7 4 (1.16%) Gherkin
8 3 (0.87%) JSON
8 3 (0.87%) Lucene
8 3 (0.87%) Material Design
8 3 (0.87%) Natural Language Processing
8 3 (0.87%) NumPy
8 3 (0.87%) REST
8 3 (0.87%) SOAP
9 2 (0.58%) ASP.NET MVC
9 2 (0.58%) Entity Framework
Miscellaneous
1 124 (36.05%) Analytical Skills
2 43 (12.50%) Mathematics
3 39 (11.34%) Management Information System
4 33 (9.59%) Statistics
5 30 (8.72%) Computer Science
6 24 (6.98%) Credit Risk
7 21 (6.10%) SWIFT
8 17 (4.94%) Data Integration
9 16 (4.65%) Fintech
10 14 (4.07%) User Experience
11 13 (3.78%) Visualisation
12 11 (3.20%) Economics
13 9 (2.62%) Derivative
13 9 (2.62%) Hedge funds
14 8 (2.33%) Physics
15 7 (2.03%) OTC Derivatives
16 5 (1.45%) Equities
16 5 (1.45%) Reference Data
16 5 (1.45%) Reinsurance
17 4 (1.16%) Client/Server
Operating Systems
1 13 (3.78%) Windows
2 11 (3.20%) Linux
3 7 (2.03%) Unix
4 6 (1.74%) Windows Server
5 2 (0.58%) CentOS
6 1 (0.29%) Windows 7
6 1 (0.29%) Windows Server 2003
6 1 (0.29%) Windows XP
Processes & Methodologies
1 99 (28.78%) Agile Software Development
2 81 (23.55%) Business Intelligence
3 57 (16.57%) Data Management
4 53 (15.41%) Stakeholder Management
5 50 (14.53%) Data Modelling
6 49 (14.24%) Analytics
7 46 (13.37%) User Acceptance Testing
8 45 (13.08%) Project Management
9 40 (11.63%) ETL
10 35 (10.17%) Asset Management
11 30 (8.72%) Change Management
11 30 (8.72%) Scrum
12 28 (8.14%) Business Analysis
12 28 (8.14%) ITIL
13 27 (7.85%) Wealth Management
14 25 (7.27%) Machine Learning
14 25 (7.27%) Waterfall
15 24 (6.98%) Compliance Audit
16 23 (6.69%) Time Management
17 22 (6.40%) Data Analytics
Programming Languages
1 196 (56.98%) SQL
2 45 (13.08%) T-SQL
3 34 (9.88%) VBA
4 33 (9.59%) Java
5 30 (8.72%) Python
6 20 (5.81%) R
7 17 (4.94%) C
8 13 (3.78%) JavaScript
9 10 (2.91%) C#
10 7 (2.03%) Perl
11 6 (1.74%) Ruby
12 5 (1.45%) PowerShell
13 4 (1.16%) PL/SQL
13 4 (1.16%) Scala
14 3 (0.87%) MATLAB
14 3 (0.87%) PHP
14 3 (0.87%) VB
15 2 (0.58%) C++
16 1 (0.29%) Groovy
16 1 (0.29%) VBScript
Qualifications
1 69 (20.06%) Degree
2 24 (6.98%) CISA
2 24 (6.98%) PCI QSA
3 11 (3.20%) ISTQB
3 11 (3.20%) ISTQB Foundation Certification
4 6 (1.74%) PhD
5 3 (0.87%) ISEB
6 2 (0.58%) PMI Certification
6 2 (0.58%) PMP
6 2 (0.58%) Postgraduate
6 2 (0.58%) PRINCE2 Certification
6 2 (0.58%) Security Cleared
7 1 (0.29%) ACCA
7 1 (0.29%) CIMA
7 1 (0.29%) DV Cleared
7 1 (0.29%) ISEB Practitioner
7 1 (0.29%) Microsoft Certification
7 1 (0.29%) SC Cleared
Quality Assurance & Compliance
1 49 (14.24%) Data Quality
2 23 (6.69%) SLA
3 17 (4.94%) QA
4 15 (4.36%) PCI DSS
5 6 (1.74%) MiFID
6 5 (1.45%) EMIR
6 5 (1.45%) SDET
7 3 (0.87%) CRD IV
8 2 (0.58%) Dodd-Frank
8 2 (0.58%) P3O
System Software
1 3 (0.87%) Active Directory
2 2 (0.58%) VMware Infrastructure
3 1 (0.29%) Virtual Servers
Systems Management
1 2 (0.58%) EnCase
1 2 (0.58%) logstash
2 1 (0.29%) Forefront Identity Manager
2 1 (0.29%) HP Quality Center
Vendors
1 116 (33.72%) Microsoft
2 41 (11.92%) Tableau
3 25 (7.27%) Reuters
4 23 (6.69%) Bloomberg
5 22 (6.40%) Oracle
6 19 (5.52%) Salesforce.com
7 10 (2.91%) Remedy
8 8 (2.33%) IBM
8 8 (2.33%) SAP
9 7 (2.03%) Informatica
10 5 (1.45%) Google
11 4 (1.16%) PeopleSoft
12 3 (0.87%) MicroStrategy
13 2 (0.58%) Endeca
13 2 (0.58%) Jaspersoft
13 2 (0.58%) Red Hat
13 2 (0.58%) RedGate
13 2 (0.58%) Splunk
13 2 (0.58%) Teradata
13 2 (0.58%) VMware
City, London
Michael Page Technology
Salary: £40000 - £45000 per annum
Posted: 21 hours ago
City, London
Experis Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: Yesterday
City of London
KDR Recruitment
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 2 days ago
City, London
JWResource
Salary: From £45,000 to £55,000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 2 days ago
City, London
Third Republic Ltd
Salary: Up to £60,000 per annum + Bonus dependant on experience
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £95,000, plus an impressive benefits package
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £34,000 per annum Salary will be given based on experi
Posted: 6 days ago
City, London
Twenty Recruitment Group
Salary: From £35,000 to £50,000 per annum
Posted: 3 days ago
City, London
First Point
Salary: £45000.00 - £50000.00 per annum + technical training
Posted: 2 days ago
City, London
Involved Solutions Ltd
Salary: £45000.00 - £48000.00 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Energon People
Salary: £60000 - £70000 per annum
Posted: 6 days ago
City, London
Spinnaker Red
Salary: From £50,000 to £60,000 per annum + Excellent Benefits + Homeworking
Posted: 14 days ago
City of London
Modis International Ltd
Salary: £45000 - £55000 per annum
Posted: 24 days ago
City of London
Huxley
Salary: competitive
Posted: 25 days ago