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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 153 123 127
Rank change year-on-year
-30 +4
Permanent jobs citing Data Analysis 105 221 260
As % of all permanent IT jobs located in the City of London 1.70% 2.28% 2.22%
As % of the Processes & Methodologies category 1.90% 2.61% 2.60%
Number of salaries quoted 96 190 203
Median salary £52,750 £55,000 £51,500
Median salary % change year-on-year
-4.09% +6.79%
90% offered a salary of more than £28,375 £35,000 £31,500
10% offered a salary of more than £71,250 £82,500 £80,000
UK excluding London median salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%
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
5513 8456 10018
As % of all permanent IT jobs located in the City of London 89.15% 87.37% 85.38%
Number of salaries quoted 5034 7237 8310
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 31 August 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 31 August 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.

1 152 (60.56%) SQL
2 141 (56.18%) Finance
3 93 (37.05%) Analytical Skills
4 82 (32.67%) Business Intelligence
5 81 (32.27%) Microsoft
6 77 (30.68%) Agile Software Development
7 57 (22.71%) SQL Server
8 55 (21.91%) MS Excel
9 49 (19.52%) Data Warehouse
10 48 (19.12%) T-SQL
11 42 (16.73%) Asset Management
12 41 (16.33%) Banking
12 41 (16.33%) Stakeholder Management
12 41 (16.33%) Tableau
13 39 (15.54%) Analytics
14 37 (14.74%) Legal
14 37 (14.74%) SQL Server 2008
15 36 (14.34%) Degree
15 36 (14.34%) MS Office
16 35 (13.94%) VBA
16 35 (13.94%) SQL Server 2012
17 34 (13.55%) SQL Server Integration Services
18 33 (13.15%) Data Management
18 33 (13.15%) Management Information System
19 32 (12.75%) SQL Server Reporting Services
19 32 (12.75%) PCI DSS
20 30 (11.95%) Scrum
20 30 (11.95%) Python
20 30 (11.95%) Data Modelling
21 29 (11.55%) MS PowerPoint

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 (7.97%) BizTalk Server
2 11 (4.38%) Elasticsearch
3 7 (2.79%) SAS
4 6 (2.39%) WebSphere
5 5 (1.99%) Apache Spark
6 3 (1.20%) Apache Solr
7 2 (0.80%) ArcGIS
7 2 (0.80%) SharePoint
8 1 (0.40%) Apache
8 1 (0.40%) Confluence
8 1 (0.40%) WebLogic
Applications
1 55 (21.91%) MS Excel
2 36 (14.34%) MS Office
3 29 (11.55%) MS PowerPoint
4 11 (4.38%) MS Visio
5 6 (2.39%) SPSS
6 3 (1.20%) Stata
7 2 (0.80%) MS Project
8 1 (0.40%) Adobe Illustrator
8 1 (0.40%) Photoshop
Business Applications
1 7 (2.79%) Dynamics CRM
2 2 (0.80%) Markit EDM
2 2 (0.80%) Salesforce.com CRM
3 1 (0.40%) Adobe Campaign
3 1 (0.40%) JDE EnterpriseOne
3 1 (0.40%) Misys Midas
3 1 (0.40%) PeopleSoft HCM
3 1 (0.40%) Relativity
3 1 (0.40%) Ringtail
Cloud Services
1 13 (5.18%) Amazon AWS
2 6 (2.39%) Amazon EC2
3 5 (1.99%) SaaS
4 2 (0.80%) Force.com
4 2 (0.80%) Microsoft Azure
5 1 (0.40%) Cloud Computing
5 1 (0.40%) Google Analytics
Communications & Networking
1 2 (0.80%) Broadband
1 2 (0.80%) Intranet
2 1 (0.40%) Firewall
2 1 (0.40%) Network Security
2 1 (0.40%) SAN
2 1 (0.40%) VLAN
Database & Business Intelligence
1 57 (22.71%) SQL Server
2 49 (19.52%) Data Warehouse
3 37 (14.74%) SQL Server 2008
4 35 (13.94%) SQL Server 2012
5 34 (13.55%) SQL Server Integration Services
6 32 (12.75%) SQL Server Reporting Services
7 24 (9.56%) SQL Server 2005
8 19 (7.57%) BusinessObjects
9 18 (7.17%) PowerPivot
10 15 (5.98%) Microsoft Analysis Services
10 15 (5.98%) Relational Database
11 14 (5.58%) Power BI
12 13 (5.18%) MS Access
12 13 (5.18%) SQL Server 2014
13 11 (4.38%) Data Mining
13 11 (4.38%) QlikView
13 11 (4.38%) SQL Server Analysis Services
14 10 (3.98%) Hadoop
15 8 (3.19%) Crystal Reports
16 6 (2.39%) Amazon Redshift
Development Applications
1 13 (5.18%) Visual Studio
2 8 (3.19%) Git (software)
3 4 (1.59%) JIRA
4 3 (1.20%) Selenium
4 3 (1.20%) SpecFlow
5 2 (0.80%) SoapUI
5 2 (0.80%) Team Foundation Server
6 1 (0.40%) Atlassian Bamboo
6 1 (0.40%) ClearCase
6 1 (0.40%) Cucumber
6 1 (0.40%) FitNesse
6 1 (0.40%) JBehave
6 1 (0.40%) SQL Server Management Studio (SSMS)
6 1 (0.40%) TestDirector
General
1 141 (56.18%) Finance
2 41 (16.33%) Banking
3 37 (14.74%) Legal
4 29 (11.55%) Marketing
5 19 (7.57%) Billing
5 19 (7.57%) Law
6 14 (5.58%) Retail
7 10 (3.98%) Publishing
7 10 (3.98%) Telecoms
8 6 (2.39%) Front Office
9 5 (1.99%) Back Office
9 5 (1.99%) Financial Institution
10 4 (1.59%) French Language
10 4 (1.59%) German Language
10 4 (1.59%) Italian Language
11 3 (1.20%) Automotive
12 2 (0.80%) Advertising
13 1 (0.40%) Games
13 1 (0.40%) Investment Banking
13 1 (0.40%) Manufacturing
Job Titles
1 146 (58.17%) Analyst
2 44 (17.53%) Developer
3 43 (17.13%) Data Analyst
4 38 (15.14%) Business Analyst
5 36 (14.34%) Business Intelligence Analyst
6 26 (10.36%) SQL Analyst
7 20 (7.97%) Audit Analyst
8 18 (7.17%) Business Intelligence Developer
9 17 (6.77%) Senior Analyst
10 16 (6.37%) SQL Data Analyst
11 14 (5.58%) Business Developer
11 14 (5.58%) Data Business Analyst
12 13 (5.18%) IT Analyst
12 13 (5.18%) Support Analyst
13 12 (4.78%) Report Analyst
14 11 (4.38%) Applications Support
14 11 (4.38%) Applications Support Analyst
14 11 (4.38%) Java Developer
15 10 (3.98%) Programmer
15 10 (3.98%) Team Leader
Libraries, Frameworks & Software Standards
1 26 (10.36%) MDX
2 7 (2.79%) .NET
3 6 (2.39%) Web Services
4 5 (1.99%) AngularJS
4 5 (1.99%) CSS
5 4 (1.59%) COM
5 4 (1.59%) SOAP
5 4 (1.59%) XML
6 3 (1.20%) D3.js
6 3 (1.20%) JSON
6 3 (1.20%) Lucene
6 3 (1.20%) Material Design
6 3 (1.20%) Natural Language Processing
6 3 (1.20%) REST
7 2 (0.80%) .NET Framework
7 2 (0.80%) ASP.NET MVC
7 2 (0.80%) ASP.NET Web API
7 2 (0.80%) Entity Framework
7 2 (0.80%) NumPy
7 2 (0.80%) WCF
Miscellaneous
1 93 (37.05%) Analytical Skills
2 33 (13.15%) Management Information System
3 23 (9.16%) Mathematics
4 22 (8.76%) Statistics
5 17 (6.77%) Fintech
6 14 (5.58%) Credit Risk
6 14 (5.58%) Visualisation
7 12 (4.78%) Computer Science
7 12 (4.78%) User Experience
8 11 (4.38%) SWIFT
9 10 (3.98%) Equities
10 9 (3.59%) Economics
11 8 (3.19%) Hedge funds
11 8 (3.19%) Physics
12 6 (2.39%) Data Centre
12 6 (2.39%) Data Integration
13 5 (1.99%) Derivative
14 4 (1.59%) Fixed Income
14 4 (1.59%) OTC Derivatives
15 3 (1.20%) Artificial Intelligence
Operating Systems
1 10 (3.98%) Windows
2 9 (3.59%) Linux
3 7 (2.79%) Windows Server
4 5 (1.99%) Unix
5 2 (0.80%) Android
5 2 (0.80%) Apple iOS
5 2 (0.80%) CentOS
Processes & Methodologies
1 82 (32.67%) Business Intelligence
2 77 (30.68%) Agile Software Development
3 42 (16.73%) Asset Management
4 41 (16.33%) Stakeholder Management
5 39 (15.54%) Analytics
6 33 (13.15%) Data Management
7 30 (11.95%) Data Modelling
7 30 (11.95%) Scrum
8 28 (11.16%) User Acceptance Testing
9 24 (9.56%) ETL
9 24 (9.56%) Machine Learning
10 23 (9.16%) Data Cleansing
11 21 (8.37%) Kimball Methodology
12 20 (7.97%) Compliance Audit
12 20 (7.97%) Project Management
13 18 (7.17%) CRM
14 17 (6.77%) SDLC
15 16 (6.37%) UML
16 15 (5.98%) Business Analysis
16 15 (5.98%) Change Management
Programming Languages
1 152 (60.56%) SQL
2 48 (19.12%) T-SQL
3 35 (13.94%) VBA
4 30 (11.95%) Python
5 22 (8.76%) Java
6 15 (5.98%) C#
7 11 (4.38%) R
8 9 (3.59%) JavaScript
9 7 (2.79%) Perl
9 7 (2.79%) PowerShell
9 7 (2.79%) VB
10 6 (2.39%) PL/SQL
11 5 (1.99%) Data Analysis Expressions (DAX)
12 3 (1.20%) C
12 3 (1.20%) C++
12 3 (1.20%) Scala
13 2 (0.80%) Ruby
14 1 (0.40%) PHP
14 1 (0.40%) Shell Script
14 1 (0.40%) VBScript
Qualifications
1 36 (14.34%) Degree
2 20 (7.97%) CISA
2 20 (7.97%) PCI QSA
3 6 (2.39%) PhD
4 5 (1.99%) PMI Certification
4 5 (1.99%) PMP
5 2 (0.80%) ISEB
5 2 (0.80%) ISTQB
5 2 (0.80%) ISTQB Foundation Certification
5 2 (0.80%) Security Cleared
6 1 (0.40%) ACCA
6 1 (0.40%) CIMA
6 1 (0.40%) DV Cleared
6 1 (0.40%) ISEB Practitioner
6 1 (0.40%) SC Cleared
Quality Assurance & Compliance
1 32 (12.75%) PCI DSS
2 27 (10.76%) Data Quality
3 16 (6.37%) QA
4 11 (4.38%) SLA
5 3 (1.20%) SDET
6 1 (0.40%) MiFID
System Software
1 2 (0.80%) Active Directory
2 1 (0.40%) VMware Infrastructure
Systems Management
1 2 (0.80%) logstash
2 1 (0.40%) BladeLogic
2 1 (0.40%) Control-M
2 1 (0.40%) EnCase
2 1 (0.40%) HP Quality Center
2 1 (0.40%) TeamSite
Vendors
1 81 (32.27%) Microsoft
2 41 (16.33%) Tableau
3 19 (7.57%) Salesforce.com
4 15 (5.98%) Reuters
5 14 (5.58%) Oracle
6 13 (5.18%) Bloomberg
7 8 (3.19%) Remedy
8 6 (2.39%) Informatica
9 5 (1.99%) IBM
9 5 (1.99%) SAP
10 3 (1.20%) Charles River
10 3 (1.20%) Google
10 3 (1.20%) HP
11 2 (0.80%) Endeca
11 2 (0.80%) Red Hat
11 2 (0.80%) Splunk
12 1 (0.40%) Atlassian
12 1 (0.40%) Hyperion
12 1 (0.40%) JD Edwards
12 1 (0.40%) MicroStrategy
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 3 days ago
City, London
Pioneer Search
Salary: £70000 - £80000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £450 - £550 per Day
Posted: Yesterday
City, London
Kuoni Travel Ltd
Posted: Yesterday
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 9 hours ago
City, London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus and Benefits Package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £95,000, plus an impressive benefits package
Posted: 5 days ago
City, London
Xchanging
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: Attractive + benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum + bonus + package
Posted: 6 days ago
City, London
JWResource
Salary: From £45,000 to £60,000 per annum
Posted: 6 days ago
City, London
OpenSignal
Salary: Competitive
Posted: 23 days ago