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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Analysis
London / City of London
Rank 104 102 116
Rank change year-on-year
-2 +14
Permanent jobs citing Data Analysis 130 177 226
As % of all permanent IT jobs located in the City of London 2.60% 2.74% 2.25%
As % of the Processes & Methodologies category 2.96% 3.09% 2.64%
Number of salaries quoted 125 141 210
Median salary £46,500 £50,000 £50,000
Median salary % change year-on-year
-7.00% -
90% offered a salary of more than £32,000 £37,500 £32,400
10% offered a salary of more than £70,000 £80,000 £70,000
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +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
4391 5719 8575
As % of all permanent IT jobs located in the City of London 87.75% 88.61% 85.48%
Number of salaries quoted 3968 5108 7430
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 £38,500
10% offered a salary of more than £90,000 £82,500 £87,500
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 18 January 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 18 January 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.

1 124 (55.61%) SQL
2 109 (48.88%) Finance
3 64 (28.70%) Analytical Skills
4 63 (28.25%) Microsoft
5 54 (24.22%) Business Intelligence
6 49 (21.97%) MS Excel
7 41 (18.39%) Degree
7 41 (18.39%) Analytics
8 39 (17.49%) Stakeholder Management
9 38 (17.04%) Agile Software Development
10 37 (16.59%) Banking
11 35 (15.70%) MS PowerPoint
12 33 (14.80%) Data Warehouse
13 32 (14.35%) MS Office
14 31 (13.90%) Legal
15 30 (13.45%) Python
16 28 (12.56%) SQL Server
16 28 (12.56%) Project Management
16 28 (12.56%) PCI DSS
17 27 (12.11%) PCI QSA
17 27 (12.11%) Data Quality
17 27 (12.11%) Compliance Audit
17 27 (12.11%) CISA
17 27 (12.11%) Management Information System
17 27 (12.11%) Data Modelling
18 25 (11.21%) Data Management
19 23 (10.31%) Visualisation
20 22 (9.87%) User Acceptance Testing
21 21 (9.42%) ETL
22 20 (8.97%) T-SQL

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 9 (4.04%) SAS
2 8 (3.59%) BizTalk Server
3 5 (2.24%) SharePoint
4 3 (1.35%) Apache Pig
4 3 (1.35%) Apache Spark
4 3 (1.35%) Confluence
5 2 (0.90%) IIS
6 1 (0.45%) Apache
6 1 (0.45%) Apache Solr
6 1 (0.45%) CMS
6 1 (0.45%) SugarCRM
Applications
1 49 (21.97%) MS Excel
2 35 (15.70%) MS PowerPoint
3 32 (14.35%) MS Office
4 5 (2.24%) MS Visio
4 5 (2.24%) SPSS
5 4 (1.79%) GNU Octave
5 4 (1.79%) Spreadsheet
6 3 (1.35%) Stata
7 1 (0.45%) MS Project
Business Applications
1 2 (0.90%) Dynamics CRM
2 1 (0.45%) Adobe Campaign
Cloud Services
1 5 (2.24%) Google Analytics
2 4 (1.79%) AdWords
2 4 (1.79%) Amazon AWS
2 4 (1.79%) Amazon EC2
2 4 (1.79%) GitHub
3 2 (0.90%) SuccessFactors
4 1 (0.45%) Google Cloud Platform
4 1 (0.45%) Microsoft Azure
Communications & Networking
1 5 (2.24%) HTTP
1 5 (2.24%) Intranet
2 4 (1.79%) DNS
2 4 (1.79%) SSL
3 2 (0.90%) FTP
4 1 (0.45%) BGP
4 1 (0.45%) Wireshark
Database & Business Intelligence
1 33 (14.80%) Data Warehouse
2 28 (12.56%) SQL Server
3 20 (8.97%) SQL Server Integration Services
4 16 (7.17%) SQL Server Reporting Services
5 13 (5.83%) SQL Server 2008
6 12 (5.38%) MySQL
6 12 (5.38%) Power BI
7 11 (4.93%) Data Mining
8 10 (4.48%) PowerPivot
9 9 (4.04%) Big Data
9 9 (4.04%) SQL Server 2012
10 8 (3.59%) SQL Server 2005
11 6 (2.69%) Microsoft Analysis Services
11 6 (2.69%) Relational Database
11 6 (2.69%) SQL Server 2014
11 6 (2.69%) SQL Server Analysis Services
12 5 (2.24%) BusinessObjects
13 4 (1.79%) Amazon Redshift
13 4 (1.79%) Microsoft Power View
13 4 (1.79%) Oracle Reports
Development Applications
1 8 (3.59%) Visual Studio
2 7 (3.14%) Git (software)
3 2 (0.90%) Oracle APEX
4 1 (0.45%) Fiddler
4 1 (0.45%) Firebug
4 1 (0.45%) JIRA
4 1 (0.45%) Maven
General
1 109 (48.88%) Finance
2 37 (16.59%) Banking
3 31 (13.90%) Legal
4 16 (7.17%) Law
5 14 (6.28%) Marketing
6 12 (5.38%) Retail
7 10 (4.48%) Back Office
8 8 (3.59%) Front Office
9 7 (3.14%) Automotive
10 6 (2.69%) Billing
10 6 (2.69%) Financial Institution
11 5 (2.24%) Telecoms
12 2 (0.90%) Manufacturing
13 1 (0.45%) Games
13 1 (0.45%) Investment Banking
Job Titles
1 130 (58.30%) Analyst
2 65 (29.15%) Data Analyst
3 27 (12.11%) Business Analyst
4 24 (10.76%) Developer
5 21 (9.42%) SQL Analyst
6 20 (8.97%) SQL Data Analyst
7 19 (8.52%) Audit Analyst
8 12 (5.38%) Team Leader
9 11 (4.93%) Administrator
9 11 (4.93%) Consultant
10 10 (4.48%) Business Intelligence Analyst
11 9 (4.04%) Business Intelligence Developer
11 9 (4.04%) Excel Analyst
11 9 (4.04%) IT Analyst
12 8 (3.59%) Applications Support
12 8 (3.59%) Business Manager
12 8 (3.59%) Data Scientist
12 8 (3.59%) SQL Developer
13 7 (3.14%) Data Business Analyst
13 7 (3.14%) Support Analyst
Libraries, Frameworks & Software Standards
1 9 (4.04%) .NET
2 7 (3.14%) XML
3 6 (2.69%) HTML
3 6 (2.69%) MDX
4 5 (2.24%) CSS
5 4 (1.79%) ASP.NET
5 4 (1.79%) FIX Protocol
5 4 (1.79%) JSON
5 4 (1.79%) NumPy
5 4 (1.79%) REST
5 4 (1.79%) SciPy
5 4 (1.79%) SOAP
5 4 (1.79%) Swagger
6 3 (1.35%) COM
7 2 (0.90%) .NET Framework
7 2 (0.90%) ADO.NET
7 2 (0.90%) Ajax
7 2 (0.90%) WCF
7 2 (0.90%) Web Services
8 1 (0.45%) Lucene
Miscellaneous
1 64 (28.70%) Analytical Skills
2 27 (12.11%) Management Information System
3 23 (10.31%) Visualisation
4 14 (6.28%) Mathematics
5 11 (4.93%) Statistics
6 9 (4.04%) Credit Risk
6 9 (4.04%) Data Integration
6 9 (4.04%) Reference Data
7 7 (3.14%) Computer Science
7 7 (3.14%) Economics
8 6 (2.69%) Equities
8 6 (2.69%) Fixed Income
8 6 (2.69%) Social Media
8 6 (2.69%) User Experience
9 5 (2.24%) Fintech
10 4 (1.79%) Market Risk
10 4 (1.79%) SWIFT
11 3 (1.35%) Data Extraction
11 3 (1.35%) Physics
11 3 (1.35%) Virtual Team
Operating Systems
1 9 (4.04%) Linux
1 9 (4.04%) Windows
2 5 (2.24%) Windows Server
3 3 (1.35%) Android
3 3 (1.35%) Apple iOS
3 3 (1.35%) CentOS
3 3 (1.35%) Unix
Processes & Methodologies
1 54 (24.22%) Business Intelligence
2 41 (18.39%) Analytics
3 39 (17.49%) Stakeholder Management
4 38 (17.04%) Agile Software Development
5 28 (12.56%) Project Management
6 27 (12.11%) Compliance Audit
6 27 (12.11%) Data Modelling
7 25 (11.21%) Data Management
8 22 (9.87%) User Acceptance Testing
9 21 (9.42%) ETL
10 20 (8.97%) Asset Management
11 19 (8.52%) Business Analysis
12 18 (8.07%) CRM
12 18 (8.07%) Data Cleansing
12 18 (8.07%) Line Management
13 16 (7.17%) Validation
14 15 (6.73%) Quality Management
15 14 (6.28%) Service Delivery
16 13 (5.83%) Actionable Insight
17 12 (5.38%) Continuous Improvement
Programming Languages
1 124 (55.61%) SQL
2 30 (13.45%) Python
3 20 (8.97%) T-SQL
4 16 (7.17%) R
4 16 (7.17%) VBA
5 15 (6.73%) C#
6 10 (4.48%) PL/SQL
7 7 (3.14%) C++
7 7 (3.14%) VB
8 6 (2.69%) Java
8 6 (2.69%) JavaScript
9 5 (2.24%) Data Analysis Expressions (DAX)
9 5 (2.24%) PowerShell
10 4 (1.79%) Bash Shell
11 3 (1.35%) Scala
12 2 (0.90%) Perl
12 2 (0.90%) Shell Script
12 2 (0.90%) VB.NET
13 1 (0.45%) MATLAB
13 1 (0.45%) Ruby
Qualifications
1 41 (18.39%) Degree
2 27 (12.11%) CISA
2 27 (12.11%) PCI QSA
3 9 (4.04%) PMP
4 7 (3.14%) PhD
5 6 (2.69%) PMI Certification
6 1 (0.45%) CBAP
6 1 (0.45%) IIBA
Quality Assurance & Compliance
1 28 (12.56%) PCI DSS
2 27 (12.11%) Data Quality
3 9 (4.04%) QA
4 3 (1.35%) EMIR
4 3 (1.35%) MiFID
4 3 (1.35%) SLA
Systems Management
1 3 (1.35%) logstash
2 1 (0.45%) TeamSite
Vendors
1 63 (28.25%) Microsoft
2 13 (5.83%) Tableau
3 11 (4.93%) Oracle
4 6 (2.69%) Red Hat
4 6 (2.69%) Salesforce.com
5 5 (2.24%) Google
6 4 (1.79%) Charles River
6 4 (1.79%) Crimson Hexagon
7 3 (1.35%) Bloomberg
7 3 (1.35%) Reuters
7 3 (1.35%) SAP
8 2 (0.90%) Alias
8 2 (0.90%) Fiserv
8 2 (0.90%) HP
8 2 (0.90%) PeopleSoft
8 2 (0.90%) ServiceNow
8 2 (0.90%) Sun
8 2 (0.90%) Vermilion
9 1 (0.45%) Capita
9 1 (0.45%) VMware
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 17 hours ago
City, London
ISL
Salary: £55000.00 per annum
Posted: 19 hours ago
City, London
JM
Salary: £27000 - £34000 per annum + bonus
Posted: 5 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £35000 - £40000 per annum
Posted: 5 days ago
City, London
Robert Half
Salary: £35000 - £45000 per annum
Posted: 2 days ago
City, London
CPS Group UK
Salary: £50000 - £70000 per annum
Posted: 2 days ago
City, London
First Point
Salary: £45000.00 - £50000.00 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: From £45,000-£65,000 depending on experience
Posted: 5 days ago
City, London
Premier Media
Posted: 15 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 5 days ago
City, London
Networking People
Salary: £150000 - £250000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
ARC IT Recruitment Ltd
Salary: £35000 - £40000 per annum + Plus Excellent Benefits
Posted: 5 days ago
City, London
Schroders plc
Posted: 12 days ago
City, London
Salt
Salary: £50000.00 - £60000.00 per annum
Posted: 5 days ago
City, London
Premier Media
Posted: 15 days ago
City, London
FT Select
Salary: Up to £30,000 per annum + bonus + company benefits
Posted: 5 days ago
City, London
Bloomberg
Posted: 6 days ago