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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 143 121 131
Rank change year-on-year
-22 +10
Permanent jobs citing Data Analysis 94 206 229
As % of all permanent IT jobs located in the City of London 1.58% 2.36% 2.01%
As % of the Processes & Methodologies category 1.77% 2.70% 2.36%
Number of salaries quoted 86 179 165
Median salary £55,000 £57,500 £52,500
Median salary % change year-on-year
-4.34% +9.52%
90% offered a salary of more than £27,500 £38,700 £31,500
10% offered a salary of more than £73,750 £80,100 £77,500
UK excluding London median salary £42,500 £40,000 £38,000
% change year-on-year
+6.25% +5.26%
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
5303 7640 9687
As % of all permanent IT jobs located in the City of London 89.28% 87.34% 85.03%
Number of salaries quoted 4844 6576 8065
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 £37,500 £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 25 September 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 September 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.

1 150 (63.56%) SQL
2 136 (57.63%) Finance
3 83 (35.17%) Microsoft
4 81 (34.32%) Business Intelligence
4 81 (34.32%) Analytical Skills
5 70 (29.66%) Agile Software Development
6 59 (25.00%) MS Excel
7 52 (22.03%) SQL Server
8 51 (21.61%) Data Warehouse
9 45 (19.07%) T-SQL
10 42 (17.80%) Stakeholder Management
11 40 (16.95%) Asset Management
12 38 (16.10%) Tableau
13 36 (15.25%) Analytics
13 36 (15.25%) Banking
13 36 (15.25%) Legal
14 35 (14.83%) Data Management
14 35 (14.83%) SQL Server Integration Services
14 35 (14.83%) MS Office
14 35 (14.83%) SQL Server 2008
15 33 (13.98%) PCI DSS
15 33 (13.98%) SQL Server 2012
15 33 (13.98%) Management Information System
16 32 (13.56%) Data Quality
17 31 (13.14%) VBA
17 31 (13.14%) MS PowerPoint
18 30 (12.71%) SQL Server Reporting Services
18 30 (12.71%) Scrum
19 27 (11.44%) Degree
19 27 (11.44%) Data Modelling

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 (8.05%) BizTalk Server
2 11 (4.66%) Elasticsearch
3 6 (2.54%) WebSphere
4 5 (2.12%) Apache Spark
4 5 (2.12%) SAS
5 3 (1.27%) Apache Solr
6 2 (0.85%) ArcGIS
6 2 (0.85%) SharePoint
7 1 (0.42%) Apache
7 1 (0.42%) Confluence
7 1 (0.42%) IIS
7 1 (0.42%) WebLogic
Applications
1 59 (25.00%) MS Excel
2 35 (14.83%) MS Office
3 31 (13.14%) MS PowerPoint
4 10 (4.24%) MS Visio
5 6 (2.54%) SPSS
6 4 (1.69%) Stata
7 1 (0.42%) Adobe Illustrator
7 1 (0.42%) MS Project
7 1 (0.42%) Photoshop
Business Applications
1 6 (2.54%) Dynamics CRM
2 2 (0.85%) Markit EDM
3 1 (0.42%) Adobe Campaign
3 1 (0.42%) JDE EnterpriseOne
3 1 (0.42%) Misys Midas
3 1 (0.42%) Relativity
3 1 (0.42%) Ringtail
Cloud Services
1 12 (5.08%) Amazon AWS
2 6 (2.54%) Amazon EC2
3 4 (1.69%) SaaS
4 3 (1.27%) Google Analytics
5 2 (0.85%) AdWords
5 2 (0.85%) Microsoft Azure
6 1 (0.42%) Cloud Computing
Communications & Networking
1 2 (0.85%) Broadband
1 2 (0.85%) Intranet
2 1 (0.42%) Firewall
2 1 (0.42%) FTP
2 1 (0.42%) Network Security
2 1 (0.42%) SAN
2 1 (0.42%) VLAN
Database & Business Intelligence
1 52 (22.03%) SQL Server
2 51 (21.61%) Data Warehouse
3 35 (14.83%) SQL Server 2008
3 35 (14.83%) SQL Server Integration Services
4 33 (13.98%) SQL Server 2012
5 30 (12.71%) SQL Server Reporting Services
6 24 (10.17%) SQL Server 2005
7 19 (8.05%) BusinessObjects
8 18 (7.63%) PowerPivot
9 15 (6.36%) Microsoft Analysis Services
10 14 (5.93%) Power BI
10 14 (5.93%) Relational Database
11 13 (5.51%) SQL Server 2014
12 12 (5.08%) MS Access
13 11 (4.66%) Data Mining
13 11 (4.66%) SQL Server Analysis Services
14 8 (3.39%) QlikView
15 6 (2.54%) Amazon Redshift
15 6 (2.54%) Crystal Reports
16 5 (2.12%) Big Data
Development Applications
1 13 (5.51%) Visual Studio
2 8 (3.39%) Git (software)
3 3 (1.27%) JIRA
4 2 (0.85%) Selenium
4 2 (0.85%) SoapUI
4 2 (0.85%) SpecFlow
5 1 (0.42%) Atlassian Bamboo
5 1 (0.42%) ClearCase
5 1 (0.42%) SQL Server Management Studio (SSMS)
5 1 (0.42%) Team Foundation Server
5 1 (0.42%) TestDirector
General
1 136 (57.63%) Finance
2 36 (15.25%) Banking
2 36 (15.25%) Legal
3 18 (7.63%) Billing
3 18 (7.63%) Marketing
4 17 (7.20%) Law
5 12 (5.08%) Retail
6 10 (4.24%) Publishing
7 8 (3.39%) Front Office
8 7 (2.97%) Telecoms
9 6 (2.54%) Back Office
10 5 (2.12%) Financial Institution
11 4 (1.69%) French Language
11 4 (1.69%) German Language
11 4 (1.69%) Italian Language
12 2 (0.85%) Automotive
13 1 (0.42%) Advertising
13 1 (0.42%) Games
13 1 (0.42%) Investment Banking
13 1 (0.42%) Manufacturing
Job Titles
1 138 (58.47%) Analyst
2 48 (20.34%) Data Analyst
3 43 (18.22%) Developer
4 35 (14.83%) Business Intelligence Analyst
5 31 (13.14%) Business Analyst
6 25 (10.59%) SQL Analyst
7 22 (9.32%) Audit Analyst
8 18 (7.63%) Business Intelligence Developer
9 16 (6.78%) SQL Data Analyst
10 14 (5.93%) Business Developer
10 14 (5.93%) IT Analyst
10 14 (5.93%) Senior Analyst
11 13 (5.51%) Data Business Analyst
12 12 (5.08%) Applications Support
12 12 (5.08%) Report Analyst
12 12 (5.08%) Team Leader
13 11 (4.66%) Excel Analyst
13 11 (4.66%) Java Developer
13 11 (4.66%) Support Analyst
14 10 (4.24%) Asset Management Analyst
Libraries, Frameworks & Software Standards
1 26 (11.02%) MDX
2 8 (3.39%) .NET
3 6 (2.54%) CSS
3 6 (2.54%) Web Services
4 5 (2.12%) AngularJS
5 4 (1.69%) COM
5 4 (1.69%) SOAP
5 4 (1.69%) XML
6 3 (1.27%) ASP.NET
6 3 (1.27%) D3.js
6 3 (1.27%) FIX Protocol
6 3 (1.27%) HTML
6 3 (1.27%) JSON
6 3 (1.27%) Lucene
6 3 (1.27%) Material Design
6 3 (1.27%) Natural Language Processing
6 3 (1.27%) REST
6 3 (1.27%) WCF
7 2 (0.85%) .NET Framework
7 2 (0.85%) ASP.NET MVC
Miscellaneous
1 81 (34.32%) Analytical Skills
2 33 (13.98%) Management Information System
3 16 (6.78%) Fintech
4 15 (6.36%) Mathematics
4 15 (6.36%) Statistics
4 15 (6.36%) Visualisation
5 12 (5.08%) Credit Risk
6 11 (4.66%) User Experience
7 10 (4.24%) SWIFT
8 9 (3.81%) Computer Science
9 8 (3.39%) Economics
9 8 (3.39%) Equities
10 7 (2.97%) Hedge funds
11 6 (2.54%) Fixed Income
12 5 (2.12%) Data Centre
12 5 (2.12%) Data Integration
13 4 (1.69%) Physics
13 4 (1.69%) Social Media
14 3 (1.27%) Graphic Design
14 3 (1.27%) Reference Data
Operating Systems
1 10 (4.24%) Windows
2 9 (3.81%) Windows Server
3 8 (3.39%) Linux
4 4 (1.69%) Unix
5 2 (0.85%) Android
5 2 (0.85%) Apple iOS
5 2 (0.85%) CentOS
Processes & Methodologies
1 81 (34.32%) Business Intelligence
2 70 (29.66%) Agile Software Development
3 42 (17.80%) Stakeholder Management
4 40 (16.95%) Asset Management
5 36 (15.25%) Analytics
6 35 (14.83%) Data Management
7 30 (12.71%) Scrum
8 27 (11.44%) Data Modelling
9 25 (10.59%) User Acceptance Testing
10 23 (9.75%) Machine Learning
11 22 (9.32%) Compliance Audit
11 22 (9.32%) Data Cleansing
12 21 (8.90%) Kimball Methodology
13 20 (8.47%) ETL
14 17 (7.20%) SDLC
15 15 (6.36%) UML
16 14 (5.93%) Business Analysis
16 14 (5.93%) Project Management
16 14 (5.93%) Waterfall
17 13 (5.51%) CRM
Programming Languages
1 150 (63.56%) SQL
2 45 (19.07%) T-SQL
3 31 (13.14%) VBA
4 26 (11.02%) Python
5 19 (8.05%) Java
6 16 (6.78%) C#
7 9 (3.81%) JavaScript
7 9 (3.81%) PowerShell
7 9 (3.81%) R
8 8 (3.39%) VB
9 7 (2.97%) Perl
10 6 (2.54%) Data Analysis Expressions (DAX)
11 5 (2.12%) PL/SQL
12 3 (1.27%) C++
12 3 (1.27%) Scala
13 2 (0.85%) C
14 1 (0.42%) Ruby
14 1 (0.42%) Shell Script
14 1 (0.42%) VBScript
Qualifications
1 27 (11.44%) Degree
2 22 (9.32%) CISA
2 22 (9.32%) PCI QSA
3 6 (2.54%) PhD
4 3 (1.27%) PMI Certification
4 3 (1.27%) PMP
5 2 (0.85%) ISEB
6 1 (0.42%) ACCA
6 1 (0.42%) CIMA
6 1 (0.42%) DV Cleared
6 1 (0.42%) ISEB Practitioner
6 1 (0.42%) ISTQB
6 1 (0.42%) ISTQB Foundation Certification
6 1 (0.42%) SC Cleared
6 1 (0.42%) Security Cleared
Quality Assurance & Compliance
1 33 (13.98%) PCI DSS
2 32 (13.56%) Data Quality
3 14 (5.93%) QA
4 9 (3.81%) SLA
5 2 (0.85%) SDET
6 1 (0.42%) MiFID
System Software
1 2 (0.85%) Active Directory
2 1 (0.42%) VMware Infrastructure
Systems Management
1 2 (0.85%) logstash
2 1 (0.42%) BladeLogic
2 1 (0.42%) Control-M
2 1 (0.42%) EnCase
2 1 (0.42%) HP Quality Center
2 1 (0.42%) TeamSite
Vendors
1 83 (35.17%) Microsoft
2 38 (16.10%) Tableau
3 11 (4.66%) Oracle
3 11 (4.66%) Salesforce.com
4 10 (4.24%) Bloomberg
4 10 (4.24%) Reuters
5 6 (2.54%) Informatica
5 6 (2.54%) Remedy
5 6 (2.54%) SAP
6 5 (2.12%) Charles River
6 5 (2.12%) Google
6 5 (2.12%) IBM
7 3 (1.27%) HP
8 2 (0.85%) Crimson Hexagon
8 2 (0.85%) Endeca
8 2 (0.85%) Red Hat
8 2 (0.85%) Splunk
8 2 (0.85%) Sun
9 1 (0.42%) Fiserv
9 1 (0.42%) ServiceNow
City, London
Keystream Resources Limited
Salary: From £31,000 to £41,000 per annum
Posted: 2 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + benefits
Posted: 4 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 5 days ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 70,000 + Shares + Laptop
Posted: 3 days ago
City, London
Venturi
Salary: £30000 - £45000 per annum + Benefits
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Intelletec
Salary: From £60,000 to £80,000 per annum
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 6 days ago
City, London
AdRoc Group
Posted: 5 days ago
City of London
Huxley
Salary: £40000 - £48000 per annum + Benefits + Bonus
Posted: 19 days ago
City of London
Hays Specialist Recruitment Ltd
Salary: £32307.00 - £34935.00 per annum + Good benefits
Posted: 11 days ago
City, London
Third Republic Ltd
Salary: Up to £45,000 per annum dependant on experience
Posted: 6 days ago
City, London
Kuoni Travel Ltd
Posted: 26 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £40000 - £41000 per annum + Pension, Private Healthcare
Posted: 12 days ago