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

3 months to
25 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 122 123 134
Rank change year-on-year
+1 +11
Permanent jobs citing Data Analysis 153 212 261
As % of all permanent IT jobs located in the City of London 2.33% 2.11% 2.07%
As % of the Processes & Methodologies category 2.58% 2.41% 2.41%
Number of salaries quoted 143 171 184
Median salary £55,000 £57,000 £51,500
Median salary % change year-on-year
-3.50% +10.67%
90% offered a salary of more than £33,500 £32,500 £40,000
10% offered a salary of more than £79,700 £80,000 £80,000
UK excluding London median salary £41,000 £37,500 £38,500
% change year-on-year
+9.33% -2.59%
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
5922 8813 10840
As % of all permanent IT jobs located in the City of London 90.11% 87.77% 85.79%
Number of salaries quoted 5403 7471 9069
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 £38,500 £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 25 May 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 25 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 City of London region with a requirement for Data Analysis.

1 196 (53.12%) SQL
2 180 (48.78%) Finance
3 127 (34.42%) Analytical Skills
4 126 (34.15%) Microsoft
5 101 (27.37%) MS Excel
6 97 (26.29%) Agile Software Development
7 86 (23.31%) Degree
8 82 (22.22%) MS Office
9 80 (21.68%) SQL Server
10 78 (21.14%) Banking
11 77 (20.87%) Data Warehouse
11 77 (20.87%) Business Intelligence
12 65 (17.62%) Data Management
13 55 (14.91%) Data Modelling
13 55 (14.91%) Project Management
13 55 (14.91%) Data Quality
14 52 (14.09%) Stakeholder Management
15 51 (13.82%) Analytics
16 50 (13.55%) Mathematics
16 50 (13.55%) User Acceptance Testing
17 47 (12.74%) ETL
18 46 (12.47%) SQL Server 2008
19 45 (12.20%) T-SQL
20 42 (11.38%) SQL Server Integration Services
21 39 (10.57%) Asset Management
22 38 (10.30%) Data Mining
22 38 (10.30%) Tableau
23 37 (10.03%) QlikView
23 37 (10.03%) SQL Server Reporting Services
23 37 (10.03%) Management Information System

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 23 (6.23%) SAS
2 13 (3.52%) BizTalk Server
3 6 (1.63%) Elasticsearch
4 5 (1.36%) Apache Spark
4 5 (1.36%) SharePoint
5 2 (0.54%) Apache
5 2 (0.54%) ArcGIS
5 2 (0.54%) Tomcat
5 2 (0.54%) WebSphere
6 1 (0.27%) Apache Pig
6 1 (0.27%) Confluence
6 1 (0.27%) FileNet
6 1 (0.27%) Skype for Business
Applications
1 101 (27.37%) MS Excel
2 82 (22.22%) MS Office
3 36 (9.76%) MS PowerPoint
4 22 (5.96%) MS Visio
5 8 (2.17%) SPSS
6 4 (1.08%) MS Project
7 1 (0.27%) Adobe Illustrator
7 1 (0.27%) EViews
7 1 (0.27%) Photoshop
7 1 (0.27%) S-PLUS
7 1 (0.27%) Spreadsheet
7 1 (0.27%) Stata
Business Applications
1 6 (1.63%) Dynamics CRM
2 5 (1.36%) Salesforce.com CRM
3 4 (1.08%) Markit EDM
4 3 (0.81%) PeopleSoft HCM
5 2 (0.54%) Oracle Payables
5 2 (0.54%) thinkFolio
6 1 (0.27%) Cognos Business Intelligence
6 1 (0.27%) Eloqua
6 1 (0.27%) MetaTrader
Cloud Services
1 5 (1.36%) SaaS
2 4 (1.08%) Amazon AWS
3 3 (0.81%) Google Analytics
4 2 (0.54%) Force.com
5 1 (0.27%) Adobe Analytics
5 1 (0.27%) Cloud Computing
Communications & Networking
1 2 (0.54%) Broadband
1 2 (0.54%) Firewall
2 1 (0.27%) Network Security
Database & Business Intelligence
1 80 (21.68%) SQL Server
2 77 (20.87%) Data Warehouse
3 46 (12.47%) SQL Server 2008
4 42 (11.38%) SQL Server Integration Services
5 38 (10.30%) Data Mining
6 37 (10.03%) QlikView
6 37 (10.03%) SQL Server Reporting Services
7 29 (7.86%) BusinessObjects
8 26 (7.05%) SQL Server 2012
9 20 (5.42%) Data Mart
10 19 (5.15%) SQL Server Analysis Services
11 18 (4.88%) Hadoop
11 18 (4.88%) SQL Server 2005
12 17 (4.61%) Relational Database
13 14 (3.79%) OLAP
14 12 (3.25%) Big Data
15 9 (2.44%) PowerPivot
15 9 (2.44%) SQL Server 2014
16 8 (2.17%) Microsoft Analysis Services
16 8 (2.17%) MS Access
Development Applications
1 9 (2.44%) Cucumber
1 9 (2.44%) FitNesse
1 9 (2.44%) JBehave
1 9 (2.44%) Selenium
1 9 (2.44%) SpecFlow
2 7 (1.90%) Visual Studio
3 6 (1.63%) Eclipse
4 4 (1.08%) JIRA
5 3 (0.81%) Team Foundation Server
6 1 (0.27%) Axure RP
6 1 (0.27%) SQL Server Management Studio (SSMS)
6 1 (0.27%) TestDirector
General
1 180 (48.78%) Finance
2 78 (21.14%) Banking
3 36 (9.76%) Marketing
4 25 (6.78%) Back Office
5 22 (5.96%) Legal
6 21 (5.69%) Retail
7 14 (3.79%) Billing
8 13 (3.52%) Front Office
8 13 (3.52%) Publishing
9 12 (3.25%) Law
10 8 (2.17%) Telecoms
11 7 (1.90%) Financial Institution
12 4 (1.08%) Advertising
12 4 (1.08%) German Language
13 3 (0.81%) French Language
13 3 (0.81%) Italian Language
14 1 (0.27%) Automotive
14 1 (0.27%) Investment Banking
14 1 (0.27%) Local Government
14 1 (0.27%) Pharmaceutical
Job Titles
1 232 (62.87%) Analyst
2 77 (20.87%) Data Analyst
3 52 (14.09%) Developer
4 50 (13.55%) Business Analyst
5 31 (8.40%) Applications Support
6 29 (7.86%) Senior Analyst
6 29 (7.86%) Support Analyst
7 27 (7.32%) Applications Support Analyst
8 26 (7.05%) Business Intelligence Analyst
9 23 (6.23%) SQL Analyst
10 18 (4.88%) Banking Analyst
11 17 (4.61%) Architect
11 17 (4.61%) Audit Analyst
11 17 (4.61%) Business Intelligence Developer
12 14 (3.79%) Analyst Developer
13 13 (3.52%) Report Analyst
13 13 (3.52%) SQL Data Analyst
14 12 (3.25%) E-Commerce Analyst
14 12 (3.25%) Financial Analyst
15 11 (2.98%) PMO Analyst
Libraries, Frameworks & Software Standards
1 22 (5.96%) .NET
2 13 (3.52%) COM
2 13 (3.52%) MDX
3 9 (2.44%) Behat
3 9 (2.44%) Gherkin
4 5 (1.36%) CSS
4 5 (1.36%) XML
5 4 (1.08%) D3.js
5 4 (1.08%) HTML
5 4 (1.08%) REST
6 3 (0.81%) AngularJS
6 3 (0.81%) Material Design
6 3 (0.81%) Natural Language Processing
6 3 (0.81%) NumPy
7 2 (0.54%) J2EE
7 2 (0.54%) Middleware
8 1 (0.27%) Ajax
8 1 (0.27%) ASP.NET
8 1 (0.27%) HTML5
8 1 (0.27%) Web Services
Miscellaneous
1 127 (34.42%) Analytical Skills
2 50 (13.55%) Mathematics
3 37 (10.03%) Management Information System
4 34 (9.21%) Statistics
5 31 (8.40%) Computer Science
6 27 (7.32%) Credit Risk
7 22 (5.96%) SWIFT
8 19 (5.15%) Data Integration
9 14 (3.79%) Fintech
10 13 (3.52%) Economics
11 12 (3.25%) Derivative
11 12 (3.25%) User Experience
11 12 (3.25%) Visualisation
12 10 (2.71%) Reinsurance
13 9 (2.44%) Client/Server
13 9 (2.44%) Hedge funds
13 9 (2.44%) Reference Data
14 8 (2.17%) Equities
14 8 (2.17%) OTC Derivatives
14 8 (2.17%) Physics
Operating Systems
1 14 (3.79%) Windows
2 11 (2.98%) Unix
3 9 (2.44%) Linux
4 2 (0.54%) AIX
4 2 (0.54%) Windows Server
5 1 (0.27%) Windows 7
5 1 (0.27%) Windows Server 2003
5 1 (0.27%) Windows XP
Processes & Methodologies
1 97 (26.29%) Agile Software Development
2 77 (20.87%) Business Intelligence
3 65 (17.62%) Data Management
4 55 (14.91%) Data Modelling
4 55 (14.91%) Project Management
5 52 (14.09%) Stakeholder Management
6 51 (13.82%) Analytics
7 50 (13.55%) User Acceptance Testing
8 47 (12.74%) ETL
9 39 (10.57%) Asset Management
10 36 (9.76%) Business Analysis
11 34 (9.21%) Change Management
12 31 (8.40%) Scrum
12 31 (8.40%) Wealth Management
13 30 (8.13%) ITIL
14 26 (7.05%) Continuous Improvement
14 26 (7.05%) Service Delivery
14 26 (7.05%) Waterfall
15 25 (6.78%) Data Governance
15 25 (6.78%) E-Commerce
Programming Languages
1 196 (53.12%) SQL
2 45 (12.20%) T-SQL
3 32 (8.67%) Java
4 30 (8.13%) VBA
5 29 (7.86%) Python
6 22 (5.96%) C
7 21 (5.69%) R
8 16 (4.34%) C#
9 13 (3.52%) JavaScript
10 10 (2.71%) Ruby
11 4 (1.08%) PL/SQL
11 4 (1.08%) Scala
12 3 (0.81%) MATLAB
12 3 (0.81%) Perl
12 3 (0.81%) PHP
12 3 (0.81%) VB
13 2 (0.54%) C++
14 1 (0.27%) Apex Code
14 1 (0.27%) Shell Script
14 1 (0.27%) VBScript
Qualifications
1 86 (23.31%) Degree
2 19 (5.15%) CISA
2 19 (5.15%) PCI QSA
3 16 (4.34%) ISTQB
3 16 (4.34%) ISTQB Foundation Certification
4 6 (1.63%) PhD
5 5 (1.36%) PRINCE2 Certification
6 4 (1.08%) ISEB
6 4 (1.08%) Microsoft Certification
7 2 (0.54%) ACCA
7 2 (0.54%) CIMA
7 2 (0.54%) PMI Certification
7 2 (0.54%) PMP
7 2 (0.54%) Postgraduate
7 2 (0.54%) Security Cleared
8 1 (0.27%) DV Cleared
8 1 (0.27%) SC Cleared
Quality Assurance & Compliance
1 55 (14.91%) Data Quality
2 28 (7.59%) SLA
3 19 (5.15%) QA
4 15 (4.07%) PCI DSS
5 9 (2.44%) SDET
6 7 (1.90%) MiFID
7 6 (1.63%) EMIR
7 6 (1.63%) P3O
8 4 (1.08%) CRD IV
9 2 (0.54%) Dodd-Frank
System Software
1 2 (0.54%) Active Directory
2 1 (0.27%) VMware Infrastructure
Systems Management
1 1 (0.27%) EnCase
1 1 (0.27%) Forefront Identity Manager
1 1 (0.27%) HP Quality Center
Vendors
1 126 (34.15%) Microsoft
2 38 (10.30%) Tableau
3 26 (7.05%) Reuters
4 25 (6.78%) Oracle
5 24 (6.50%) Bloomberg
6 16 (4.34%) Salesforce.com
7 8 (2.17%) SAP
8 6 (1.63%) Remedy
9 5 (1.36%) Google
9 5 (1.36%) IBM
9 5 (1.36%) MicroStrategy
10 4 (1.08%) Informatica
10 4 (1.08%) PeopleSoft
11 3 (0.81%) Charles River
12 2 (0.54%) Cognos
12 2 (0.54%) Jaspersoft
12 2 (0.54%) RedGate
12 2 (0.54%) Splunk
12 2 (0.54%) Sun
12 2 (0.54%) Teradata
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 3 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 3 hours ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 4 hours ago
City, London
Henderson Drake
Salary: From £50,000 to £75,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 4 hours ago
City, London
Clear Edge Consulting
Salary: From £85,000 to £90,000 per annum Bonus
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: Yesterday
City, London
Premier IT
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 plus benefits
Posted: Yesterday
City, London
Energon People
Salary: £60000 - £70000 per annum
Posted: Yesterday
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
City, London
McGregor Boyall
Salary: £50000 - £65000 per annum + benefits + bonus
Posted: Yesterday
City, London
Harrington Starr
Salary: £26000 - £35000 per annum + plus package/bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £80,000 + Benefits including bonus
Posted: 2 days ago
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £60,000 per annum Bonus Medical Pension
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 2 days ago
City, London
Recommend Recruitment
Salary: From £40,000 to £50,000 per annum 10% bonus, health, pension
Posted: 2 days ago
City Of London
HFG
Salary: £25000 - £32000 per annum
Posted: 2 days ago
City, London
Networking People
Salary: Bonus + Benefits
Posted: 5 days ago
City, London
First Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 5 days ago
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 5 days ago
City, London
Streamline Connections
Salary: £45000 - £55000 per annum + Benefits
Posted: 5 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 5 days ago
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 7 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 19 days ago
City of London
Capita Defence & Security Resourcing
Posted: 21 days ago
City of London
Talent Point
Salary: £55000.00 - £65000.00 per annum + 10% bonus
Posted: 24 days ago
City, London
The Collinson Group
Salary: From £60,000 to £70,000 per annum
Posted: 27 days ago