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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 128 111 137
Rank change year-on-year
-17 +26
Permanent jobs citing Data Analysis 103 175 226
As % of all permanent IT jobs located in the City of London 1.94% 2.53% 2.04%
As % of the Processes & Methodologies category 2.23% 2.87% 2.41%
Number of salaries quoted 98 146 188
Median salary £42,500 £50,000 £55,000
Median salary % change year-on-year
-15.00% -9.09%
90% offered a salary of more than £29,425 £36,250 £32,500
10% offered a salary of more than £75,000 £73,750 £70,000
UK excluding London median salary £41,500 £38,500 £39,125
% change year-on-year
+7.79% -1.59%
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
4616 6088 9385
As % of all permanent IT jobs located in the City of London 86.88% 88.10% 84.55%
Number of salaries quoted 4185 5378 8105
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £41,000 £40,000 £39,000
10% offered a salary of more than £87,500 £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 4 December 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 4 December 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.

1 127 (61.35%) SQL
2 106 (51.21%) Finance
3 71 (34.30%) Microsoft
4 64 (30.92%) Analytical Skills
5 61 (29.47%) Business Intelligence
6 48 (23.19%) MS Excel
7 46 (22.22%) Agile Software Development
8 38 (18.36%) Data Warehouse
8 38 (18.36%) Analytics
9 37 (17.87%) SQL Server
10 36 (17.39%) Degree
10 36 (17.39%) Data Quality
11 35 (16.91%) Legal
12 33 (15.94%) Data Management
13 30 (14.49%) Data Modelling
13 30 (14.49%) Management Information System
14 29 (14.01%) Stakeholder Management
14 29 (14.01%) MS PowerPoint
15 28 (13.53%) Banking
15 28 (13.53%) MS Office
16 27 (13.04%) Python
17 25 (12.08%) ETL
18 24 (11.59%) SQL Server Reporting Services
18 24 (11.59%) PCI DSS
19 23 (11.11%) Asset Management
19 23 (11.11%) VBA
19 23 (11.11%) T-SQL
20 21 (10.14%) SQL Server Integration Services
20 21 (10.14%) User Acceptance Testing
21 20 (9.66%) Tableau

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 11 (5.31%) BizTalk Server
2 8 (3.86%) SAS
3 6 (2.90%) SharePoint
4 3 (1.45%) Elasticsearch
4 3 (1.45%) WebSphere
5 2 (0.97%) Apache Solr
5 2 (0.97%) IIS
6 1 (0.48%) Apache
6 1 (0.48%) CMS
6 1 (0.48%) WebLogic
Applications
1 48 (23.19%) MS Excel
2 29 (14.01%) MS PowerPoint
3 28 (13.53%) MS Office
4 7 (3.38%) MS Visio
5 6 (2.90%) SPSS
6 4 (1.93%) Spreadsheet
6 4 (1.93%) Stata
7 3 (1.45%) GNU Octave
8 1 (0.48%) MS Project
Business Applications
1 5 (2.42%) Dynamics CRM
2 1 (0.48%) Adobe Campaign
2 1 (0.48%) JDE EnterpriseOne
2 1 (0.48%) Misys Midas
2 1 (0.48%) Relativity
2 1 (0.48%) Ringtail
Cloud Services
1 9 (4.35%) Amazon AWS
2 5 (2.42%) Amazon EC2
2 5 (2.42%) Google Analytics
3 4 (1.93%) AdWords
4 2 (0.97%) Microsoft Azure
4 2 (0.97%) SuccessFactors
5 1 (0.48%) SaaS
Communications & Networking
1 6 (2.90%) Intranet
2 2 (0.97%) FTP
3 1 (0.48%) BGP
3 1 (0.48%) DNS
3 1 (0.48%) Firewall
3 1 (0.48%) HTTP
3 1 (0.48%) Network Security
3 1 (0.48%) SAN
3 1 (0.48%) SSL
3 1 (0.48%) VLAN
3 1 (0.48%) Wireshark
Database & Business Intelligence
1 38 (18.36%) Data Warehouse
2 37 (17.87%) SQL Server
3 24 (11.59%) SQL Server Reporting Services
4 21 (10.14%) SQL Server Integration Services
5 19 (9.18%) SQL Server 2008
6 14 (6.76%) PowerPivot
6 14 (6.76%) SQL Server 2012
7 13 (6.28%) Power BI
8 10 (4.83%) Microsoft Analysis Services
8 10 (4.83%) MySQL
9 9 (4.35%) Big Data
9 9 (4.35%) SQL Server 2005
9 9 (4.35%) SQL Server Analysis Services
10 8 (3.86%) Data Mining
10 8 (3.86%) Relational Database
11 7 (3.38%) MS Access
12 6 (2.90%) BusinessObjects
12 6 (2.90%) QlikView
12 6 (2.90%) SQL Server 2014
13 5 (2.42%) Amazon Redshift
Development Applications
1 8 (3.86%) Visual Studio
2 6 (2.90%) Git (software)
3 2 (0.97%) JIRA
3 2 (0.97%) Selenium
3 2 (0.97%) SoapUI
3 2 (0.97%) SpecFlow
4 1 (0.48%) Atlassian Bamboo
4 1 (0.48%) ClearCase
4 1 (0.48%) Fiddler
4 1 (0.48%) Firebug
4 1 (0.48%) Maven
4 1 (0.48%) Team Foundation Server
General
1 106 (51.21%) Finance
2 35 (16.91%) Legal
3 28 (13.53%) Banking
4 19 (9.18%) Law
5 17 (8.21%) Marketing
6 16 (7.73%) Retail
7 11 (5.31%) Billing
8 9 (4.35%) Back Office
8 9 (4.35%) Front Office
9 8 (3.86%) Financial Institution
10 6 (2.90%) Telecoms
11 3 (1.45%) Automotive
12 1 (0.48%) French Language
12 1 (0.48%) Games
12 1 (0.48%) German Language
12 1 (0.48%) Italian Language
12 1 (0.48%) Manufacturing
12 1 (0.48%) Publishing
Job Titles
1 120 (57.97%) Analyst
2 56 (27.05%) Data Analyst
3 26 (12.56%) Business Analyst
4 25 (12.08%) Developer
5 19 (9.18%) Business Intelligence Analyst
5 19 (9.18%) SQL Analyst
6 17 (8.21%) SQL Data Analyst
7 16 (7.73%) Audit Analyst
8 12 (5.80%) Consultant
9 11 (5.31%) IT Analyst
9 11 (5.31%) Senior Analyst
9 11 (5.31%) Team Leader
10 10 (4.83%) Applications Support
10 10 (4.83%) Data Business Analyst
11 9 (4.35%) Business Intelligence Lead
11 9 (4.35%) Data Quality Analyst
12 8 (3.86%) Business Intelligence Developer
12 8 (3.86%) Excel Analyst
13 7 (3.38%) Business Manager
13 7 (3.38%) Support Analyst
Libraries, Frameworks & Software Standards
1 15 (7.25%) MDX
2 11 (5.31%) .NET
3 6 (2.90%) ASP.NET
3 6 (2.90%) CSS
3 6 (2.90%) HTML
4 5 (2.42%) Web Services
4 5 (2.42%) XML
5 4 (1.93%) .NET Framework
5 4 (1.93%) FIX Protocol
5 4 (1.93%) SOAP
5 4 (1.93%) WCF
6 3 (1.45%) COM
6 3 (1.45%) NumPy
6 3 (1.45%) SciPy
7 2 (0.97%) ADO.NET
7 2 (0.97%) AngularJS
7 2 (0.97%) CSS3
7 2 (0.97%) Entity Framework
7 2 (0.97%) JSON
7 2 (0.97%) Lucene
Miscellaneous
1 64 (30.92%) Analytical Skills
2 30 (14.49%) Management Information System
3 19 (9.18%) Visualisation
4 15 (7.25%) Mathematics
5 11 (5.31%) Credit Risk
5 11 (5.31%) Statistics
6 10 (4.83%) Reference Data
7 9 (4.35%) Equities
8 8 (3.86%) User Experience
9 7 (3.38%) Data Integration
9 7 (3.38%) Fintech
9 7 (3.38%) Fixed Income
9 7 (3.38%) SWIFT
10 6 (2.90%) Computer Science
10 6 (2.90%) Economics
10 6 (2.90%) Social Media
11 5 (2.42%) Market Risk
12 4 (1.93%) Physics
13 3 (1.45%) Data Centre
14 2 (0.97%) Reinsurance
Operating Systems
1 11 (5.31%) Windows
2 8 (3.86%) Windows Server
3 6 (2.90%) Linux
4 3 (1.45%) Android
4 3 (1.45%) Apple iOS
5 1 (0.48%) CentOS
5 1 (0.48%) Unix
Processes & Methodologies
1 61 (29.47%) Business Intelligence
2 46 (22.22%) Agile Software Development
3 38 (18.36%) Analytics
4 33 (15.94%) Data Management
5 30 (14.49%) Data Modelling
6 29 (14.01%) Stakeholder Management
7 25 (12.08%) ETL
8 23 (11.11%) Asset Management
9 21 (10.14%) User Acceptance Testing
10 19 (9.18%) Compliance Audit
10 19 (9.18%) Data Cleansing
11 17 (8.21%) Business Analysis
12 16 (7.73%) SDLC
13 15 (7.25%) CRM
13 15 (7.25%) Project Management
13 15 (7.25%) Quality Management
14 12 (5.80%) Change Management
14 12 (5.80%) Kimball Methodology
14 12 (5.80%) Machine Learning
14 12 (5.80%) Waterfall
Programming Languages
1 127 (61.35%) SQL
2 27 (13.04%) Python
3 23 (11.11%) T-SQL
3 23 (11.11%) VBA
4 19 (9.18%) C#
5 11 (5.31%) R
6 9 (4.35%) VB
7 8 (3.86%) Java
7 8 (3.86%) PowerShell
8 7 (3.38%) C++
9 6 (2.90%) Data Analysis Expressions (DAX)
9 6 (2.90%) JavaScript
10 5 (2.42%) Perl
10 5 (2.42%) PL/SQL
11 3 (1.45%) Bash Shell
12 2 (0.97%) C
12 2 (0.97%) VB.NET
13 1 (0.48%) MATLAB
13 1 (0.48%) Shell Script
Qualifications
1 36 (17.39%) Degree
2 19 (9.18%) CISA
2 19 (9.18%) PCI QSA
3 7 (3.38%) PhD
3 7 (3.38%) PMI Certification
3 7 (3.38%) PMP
4 1 (0.48%) ISEB
4 1 (0.48%) ISEB Practitioner
Quality Assurance & Compliance
1 36 (17.39%) Data Quality
2 24 (11.59%) PCI DSS
3 11 (5.31%) QA
4 6 (2.90%) SLA
5 3 (1.45%) MiFID
6 2 (0.97%) EMIR
6 2 (0.97%) SDET
System Software
1 1 (0.48%) Active Directory
1 1 (0.48%) VMware Infrastructure
Systems Management
1 1 (0.48%) BladeLogic
1 1 (0.48%) Control-M
1 1 (0.48%) EnCase
1 1 (0.48%) logstash
1 1 (0.48%) TeamSite
Vendors
1 71 (34.30%) Microsoft
2 20 (9.66%) Tableau
3 9 (4.35%) Oracle
3 9 (4.35%) Salesforce.com
4 6 (2.90%) Bloomberg
4 6 (2.90%) Reuters
5 5 (2.42%) Charles River
5 5 (2.42%) Google
6 4 (1.93%) Crimson Hexagon
6 4 (1.93%) Remedy
6 4 (1.93%) SAP
7 3 (1.45%) HP
7 3 (1.45%) IBM
7 3 (1.45%) Informatica
7 3 (1.45%) Red Hat
8 2 (0.97%) Alias
8 2 (0.97%) ServiceNow
8 2 (0.97%) Sun
8 2 (0.97%) Vermilion
8 2 (0.97%) VMware
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 6 hours ago
City Of Westminster, London
Recruitment Genius
Posted: Yesterday
City, London
Michael Page International
Salary: £40000 - £53000 per annum + benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 3 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 2 days ago
City, London
Square One Resources
Posted: 3 days ago
City, London
Schroders plc
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 2 days ago
City, London
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 4 days ago
City, London
Wiser Recruitment
Salary: £20000 - £25000 per annum
Posted: 3 days ago
City, London
Premier Media
Posted: 10 days ago
City, London
Premier Media
Posted: 10 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 5 days ago
City of London
Churchill Frank
Salary: £45000 - £53000 per annum + Bonus
Posted: 18 days ago
City of London
Venturi
Salary: £65000 - £70000.00 per annum + bonus +Full bens
Posted: 20 days ago
City of London
Talent Point
Salary: £40000.00 - £45000.00 per annum
Posted: 25 days ago
City of London
Talent Point
Salary: £40000.00 - £45000.00 per annum
Posted: 27 days ago