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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Analysis
London / City of London
Rank 103 87 114
Rank change year-on-year
-16 +27
Permanent jobs citing Data Analysis 127 217 247
As % of all permanent IT jobs located in the City of London 2.53% 3.21% 2.38%
As % of the Processes & Methodologies category 2.82% 3.58% 2.74%
Number of salaries quoted 125 168 221
Median salary £47,500 £50,000 £50,000
Median salary % change year-on-year
-5.00% -
90% offered a salary of more than £32,000 £36,050 £28,000
10% offered a salary of more than £70,000 £82,500 £70,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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
4506 6063 9026
As % of all permanent IT jobs located in the City of London 89.78% 89.56% 86.84%
Number of salaries quoted 4104 5383 7686
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £37,500
10% offered a salary of more than £90,000 £82,500 £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 20 February 2017.

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 20 February 2017, 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.

1 115 (53.74%) SQL
2 99 (46.26%) Finance
3 70 (32.71%) Analytical Skills
4 58 (27.10%) Microsoft
5 43 (20.09%) Degree
6 42 (19.63%) Business Intelligence
6 42 (19.63%) Analytics
7 40 (18.69%) MS Excel
8 36 (16.82%) Stakeholder Management
9 34 (15.89%) Banking
10 33 (15.42%) Agile Software Development
10 33 (15.42%) Project Management
11 30 (14.02%) Python
11 30 (14.02%) MS PowerPoint
12 29 (13.55%) MS Office
13 26 (12.15%) Validation
13 26 (12.15%) User Acceptance Testing
13 26 (12.15%) PCI DSS
14 25 (11.68%) PCI QSA
14 25 (11.68%) Compliance Audit
14 25 (11.68%) CISA
14 25 (11.68%) Data Modelling
15 24 (11.21%) Data Management
15 24 (11.21%) Data Quality
16 23 (10.75%) Data Warehouse
17 22 (10.28%) Legal
17 22 (10.28%) Management Information System
17 22 (10.28%) Line Management
18 21 (9.81%) CRM
18 21 (9.81%) Mathematics

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 (5.14%) SAS
2 5 (2.34%) Apache Spark
3 4 (1.87%) Apache Pig
3 4 (1.87%) SharePoint
4 3 (1.40%) Confluence
5 2 (0.93%) BizTalk Server
5 2 (0.93%) IIS
6 1 (0.47%) Apache
6 1 (0.47%) Apache Solr
6 1 (0.47%) CMS
6 1 (0.47%) SugarCRM
Applications
1 40 (18.69%) MS Excel
2 30 (14.02%) MS PowerPoint
3 29 (13.55%) MS Office
4 7 (3.27%) SPSS
5 4 (1.87%) GNU Octave
5 4 (1.87%) Spreadsheet
6 2 (0.93%) Stata
7 1 (0.47%) MS Project
7 1 (0.47%) MS Visio
Business Applications
1 2 (0.93%) Dynamics CRM
2 1 (0.47%) NetSuite
Cloud Services
1 5 (2.34%) GitHub
2 4 (1.87%) AdWords
2 4 (1.87%) Google Analytics
3 2 (0.93%) Amazon AWS
3 2 (0.93%) SuccessFactors
4 1 (0.47%) Amazon EC2
4 1 (0.47%) Google Cloud Platform
4 1 (0.47%) Microsoft Azure
Communications & Networking
1 6 (2.80%) HTTP
2 4 (1.87%) DNS
2 4 (1.87%) Intranet
2 4 (1.87%) SSL
3 2 (0.93%) FTP
4 1 (0.47%) BGP
4 1 (0.47%) Wireshark
Database & Business Intelligence
1 23 (10.75%) Data Warehouse
2 19 (8.88%) SQL Server
3 15 (7.01%) Big Data
3 15 (7.01%) Data Mining
4 14 (6.54%) MySQL
4 14 (6.54%) SQL Server Integration Services
5 11 (5.14%) SQL Server Reporting Services
6 9 (4.21%) Power BI
7 7 (3.27%) PowerPivot
8 6 (2.80%) Relational Database
9 5 (2.34%) BusinessObjects
9 5 (2.34%) SQL Server 2008
9 5 (2.34%) SQL Server Analysis Services
10 4 (1.87%) Apache Hive
10 4 (1.87%) Hadoop
10 4 (1.87%) Microsoft Power View
10 4 (1.87%) NoSQL
10 4 (1.87%) Oracle Reports
11 3 (1.40%) Microsoft Analysis Services
12 2 (0.93%) PostgreSQL
Development Applications
1 5 (2.34%) Git (software)
2 2 (0.93%) Oracle APEX
2 2 (0.93%) Visual Studio
3 1 (0.47%) Fiddler
3 1 (0.47%) Firebug
3 1 (0.47%) JIRA
3 1 (0.47%) Maven
General
1 99 (46.26%) Finance
2 34 (15.89%) Banking
3 22 (10.28%) Legal
4 15 (7.01%) Law
4 15 (7.01%) Marketing
5 11 (5.14%) Back Office
5 11 (5.14%) Retail
6 7 (3.27%) Financial Institution
7 6 (2.80%) Automotive
7 6 (2.80%) Front Office
8 3 (1.40%) Advertising
8 3 (1.40%) Billing
8 3 (1.40%) Publishing
8 3 (1.40%) Telecoms
9 1 (0.47%) Investment Banking
9 1 (0.47%) Manufacturing
Job Titles
1 123 (57.48%) Analyst
2 64 (29.91%) Data Analyst
3 24 (11.21%) Business Analyst
3 24 (11.21%) SQL Analyst
4 21 (9.81%) Developer
4 21 (9.81%) SQL Data Analyst
5 17 (7.94%) Audit Analyst
6 15 (7.01%) Consultant
7 13 (6.07%) Administrator
8 11 (5.14%) Excel Analyst
9 9 (4.21%) Data Administrator
9 9 (4.21%) Data Scientist
10 8 (3.74%) Senior Analyst
10 8 (3.74%) Team Leader
11 7 (3.27%) Digital Analyst
11 7 (3.27%) IT Analyst
12 6 (2.80%) Data Business Analyst
12 6 (2.80%) Data Consultant
12 6 (2.80%) Financial Analyst
12 6 (2.80%) Report Analyst
Libraries, Frameworks & Software Standards
1 10 (4.67%) .NET
2 9 (4.21%) HTML
3 8 (3.74%) CSS
3 8 (3.74%) XML
4 7 (3.27%) REST
4 7 (3.27%) SOAP
5 5 (2.34%) ASP.NET
5 5 (2.34%) JSON
5 5 (2.34%) Swagger
6 4 (1.87%) FIX Protocol
6 4 (1.87%) NumPy
6 4 (1.87%) SciPy
6 4 (1.87%) Web Services
7 3 (1.40%) MDX
8 2 (0.93%) .NET Framework
8 2 (0.93%) ADO.NET
8 2 (0.93%) Ajax
8 2 (0.93%) CSS3
8 2 (0.93%) Django
8 2 (0.93%) WCF
Miscellaneous
1 70 (32.71%) Analytical Skills
2 22 (10.28%) Management Information System
3 13 (6.07%) Computer Science
4 9 (4.21%) Reference Data
5 8 (3.74%) Credit Risk
5 8 (3.74%) Fintech
6 4 (1.87%) Algorithms
6 4 (1.87%) Fixed Income
6 4 (1.87%) Market Risk
6 4 (1.87%) Social Media
6 4 (1.87%) User Experience
7 3 (1.40%) Equities
7 3 (1.40%) FMCG
7 3 (1.40%) Virtual Team
8 2 (0.93%) Cyberthreat
8 2 (0.93%) Linux Command Line
8 2 (0.93%) Reinsurance
8 2 (0.93%) SWIFT
9 1 (0.47%) Mobile App
9 1 (0.47%) TWAP
Operating Systems
1 12 (5.61%) Linux
2 7 (3.27%) Windows
3 5 (2.34%) Unix
4 3 (1.40%) CentOS
4 3 (1.40%) Windows Server
5 2 (0.93%) Android
5 2 (0.93%) Apple iOS
Processes & Methodologies
1 42 (19.63%) Analytics
1 42 (19.63%) Business Intelligence
2 36 (16.82%) Stakeholder Management
3 33 (15.42%) Agile Software Development
3 33 (15.42%) Project Management
4 26 (12.15%) User Acceptance Testing
4 26 (12.15%) Validation
5 25 (11.68%) Compliance Audit
5 25 (11.68%) Data Modelling
6 24 (11.21%) Data Management
7 22 (10.28%) Line Management
8 21 (9.81%) CRM
8 21 (9.81%) Mathematics
9 19 (8.88%) Business Analysis
9 19 (8.88%) Quality Management
10 17 (7.94%) Continuous Improvement
10 17 (7.94%) Data Cleansing
10 17 (7.94%) ETL
11 16 (7.48%) Data Integration
11 16 (7.48%) Visualisation
Programming Languages
1 115 (53.74%) SQL
2 30 (14.02%) Python
3 20 (9.35%) R
4 14 (6.54%) T-SQL
5 12 (5.61%) C#
6 11 (5.14%) PL/SQL
7 10 (4.67%) VBA
8 9 (4.21%) JavaScript
9 7 (3.27%) C++
10 6 (2.80%) Java
11 5 (2.34%) VB
12 4 (1.87%) Bash Shell
12 4 (1.87%) Perl
12 4 (1.87%) Scala
13 3 (1.40%) PowerShell
14 2 (0.93%) Data Analysis Expressions (DAX)
14 2 (0.93%) PHP
14 2 (0.93%) Shell Script
14 2 (0.93%) VB.NET
15 1 (0.47%) MATLAB
Qualifications
1 43 (20.09%) Degree
2 25 (11.68%) CISA
2 25 (11.68%) PCI QSA
3 9 (4.21%) PMP
4 7 (3.27%) PhD
5 5 (2.34%) PMI Certification
6 1 (0.47%) CBAP
6 1 (0.47%) IIBA
Quality Assurance & Compliance
1 26 (12.15%) PCI DSS
2 24 (11.21%) Data Quality
3 9 (4.21%) QA
4 3 (1.40%) EMIR
4 3 (1.40%) MiFID
5 2 (0.93%) SLA
Systems Management
1 3 (1.40%) logstash
Vendors
1 58 (27.10%) Microsoft
2 12 (5.61%) Oracle
3 6 (2.80%) Red Hat
3 6 (2.80%) Tableau
4 5 (2.34%) Salesforce.com
5 4 (1.87%) Crimson Hexagon
5 4 (1.87%) Google
5 4 (1.87%) SAP
6 2 (0.93%) Alias
6 2 (0.93%) Charles River
6 2 (0.93%) Fiserv
6 2 (0.93%) PeopleSoft
6 2 (0.93%) ServiceNow
6 2 (0.93%) Sun
6 2 (0.93%) Vermilion
7 1 (0.47%) Avaya
7 1 (0.47%) Bloomberg
7 1 (0.47%) MicroStrategy
7 1 (0.47%) Reuters
7 1 (0.47%) VMware
City, London
I3
Salary: £65000 - £70000 per annum + + bonus + bens
Posted: 14 hours ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 10 hours ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 3 hours ago
City, London
Harris Global
Posted: 4 days ago
City, London
Single Source Regulations Office
Posted: 6 days ago
City, Leeds
Recruitment Genius
Posted: 3 days ago
City of London
CPS Group Limited
Salary: £50000 - £70000 per annum
Posted: 6 days ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + plus package and bonus
Posted: 6 days ago
City, London
First Point
Salary: £35000 - £40000 per annum
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £40000 - £50000 per annum + benefits
Posted: 18 days ago
City, London
HCA Hospitals
Salary: £30000 - £35000 per annum + Benefits
Posted: 20 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 18 days ago
City, London
FT Select
Salary: Up to £30,000 per annum + bonus + company benefits
Posted: 6 days ago