The table below looks at the statistics for Data Analytics 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 Analytics over the 3 months to 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 147 192 249
Rank change year-on-year
+45 +57
Permanent jobs citing Data Analytics 85 73 83
As % of all permanent IT jobs located in the City of London 1.60% 1.06% 0.75%
As % of the Processes & Methodologies category 1.84% 1.20% 0.88%
Number of salaries quoted 82 61 67
Median salary £75,000 £53,196 £65,000
Median salary % change year-on-year
+40.98% -18.16%
90% offered a salary of more than £47,500 £47,500 £42,800
10% offered a salary of more than £110,000 £90,000 £94,000
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
Data Analytics
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 6084 9403
As % of all permanent IT jobs located in the City of London 86.88% 88.02% 84.49%
Number of salaries quoted 4185 5369 8124
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 Analytics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in the City of London

Data Analytics
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the City of London region.

Data Analytics Salary Trend in the City of London

Data Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Analytics across the City of London region over the 3 months to 3 December 2016.

Data Analytics Salary Histogram in the City of London

Data Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 3 December 2016, IT jobs citing Data Analytics 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 Analytics.

1 184 (100.00%) Analytics
2 60 (32.61%) Finance
3 56 (30.43%) Big Data
4 52 (28.26%) Tableau
5 49 (26.63%) SQL
6 47 (25.54%) Degree
7 46 (25.00%) Business Intelligence
8 43 (23.37%) Visualisation
9 38 (20.65%) Mathematics
10 37 (20.11%) Hadoop
11 36 (19.57%) SQL Server
12 34 (18.48%) Data Visualisation
13 32 (17.39%) Computer Science
13 32 (17.39%) Analytical Skills
14 31 (16.85%) ETL
15 30 (16.30%) Data Warehouse
16 29 (15.76%) Agile Software Development
17 26 (14.13%) PhD
17 26 (14.13%) Oracle
18 25 (13.59%) Statistics
18 25 (13.59%) Marketing
19 24 (13.04%) Information Management
20 23 (12.50%) SQL Server Integration Services
20 23 (12.50%) .NET
20 23 (12.50%) Data Mining
21 22 (11.96%) Big Data Analytics
21 22 (11.96%) Business Analytics
22 21 (11.41%) Machine Learning
22 21 (11.41%) Microsoft Azure
22 21 (11.41%) QlikView

Data Analytics
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 12 (6.52%) SAS
2 9 (4.89%) Apache Spark
3 3 (1.63%) Apache
3 3 (1.63%) ArcGIS
4 2 (1.09%) Exchange Server 2010
4 2 (1.09%) Exchange Server 2013
4 2 (1.09%) MS Exchange
4 2 (1.09%) OpenStack
4 2 (1.09%) SharePoint
Applications
1 9 (4.89%) MS Excel
2 5 (2.72%) MS Project
3 3 (1.63%) MS Visio
3 3 (1.63%) SPSS
4 2 (1.09%) Gephi
4 2 (1.09%) MS PowerPoint
Business Applications
1 4 (2.17%) Salesforce.com CRM
2 3 (1.63%) Oracle AML
3 2 (1.09%) Oracle HRMS
4 1 (0.54%) Dynamics AX
4 1 (0.54%) WebTrends
Cloud Services
1 21 (11.41%) Microsoft Azure
2 6 (3.26%) Amazon AWS
3 5 (2.72%) Data Lake Analytics
4 4 (2.17%) SaaS
5 2 (1.09%) Google Analytics
5 2 (1.09%) Taleo
6 1 (0.54%) Adobe Analytics
6 1 (0.54%) AdWords
6 1 (0.54%) GitHub
Communications & Networking
1 3 (1.63%) Internet
2 2 (1.09%) ATM
2 2 (1.09%) HTTP
2 2 (1.09%) SMS
2 2 (1.09%) Unified Communications
3 1 (0.54%) PPP
Database & Business Intelligence
1 56 (30.43%) Big Data
2 37 (20.11%) Hadoop
3 36 (19.57%) SQL Server
4 30 (16.30%) Data Warehouse
5 23 (12.50%) Data Mining
5 23 (12.50%) SQL Server Integration Services
6 21 (11.41%) QlikView
7 16 (8.70%) SQL Server 2014
8 13 (7.07%) NoSQL
8 13 (7.07%) Relational Database
8 13 (7.07%) SQL Server 2012
9 12 (6.52%) Data Lake
10 11 (5.98%) SQL Server 2016
10 11 (5.98%) SQL Server Analysis Services
10 11 (5.98%) SQL Server Reporting Services
11 10 (5.43%) BusinessObjects
12 9 (4.89%) Apache Hive
13 8 (4.35%) MySQL
13 8 (4.35%) Power BI
14 6 (3.26%) DB2
Development Applications
1 6 (3.26%) JIRA
2 3 (1.63%) ERwin
2 3 (1.63%) Jenkins
3 2 (1.09%) Git (software)
4 1 (0.54%) Maven
4 1 (0.54%) Selenium
4 1 (0.54%) Subversion
4 1 (0.54%) Talend Open Studio
General
1 60 (32.61%) Finance
2 25 (13.59%) Marketing
3 15 (8.15%) Advertising
4 13 (7.07%) Banking
5 11 (5.98%) Front Office
6 8 (4.35%) Legal
6 8 (4.35%) Publishing
6 8 (4.35%) Retail
7 6 (3.26%) Investment Banking
8 5 (2.72%) Games
9 3 (1.63%) Telecoms
10 2 (1.09%) Law
11 1 (0.54%) Back Office
11 1 (0.54%) Dutch Language
11 1 (0.54%) Electronics
11 1 (0.54%) Music Industry
11 1 (0.54%) Spanish Language
Job Titles
1 34 (18.48%) Developer
2 33 (17.93%) Analyst
3 26 (14.13%) Architect
4 18 (9.78%) Analytics Manager
4 18 (9.78%) Data Scientist
5 17 (9.24%) Consultant
5 17 (9.24%) Data Analyst
5 17 (9.24%) Data Analytics Manager
6 16 (8.70%) Data Architect
7 13 (7.07%) .NET Developer
7 13 (7.07%) Senior Developer
8 12 (6.52%) Machine Learning Scientist
9 11 (5.98%) Lead .NET Developer
9 11 (5.98%) Lead Developer
10 10 (5.43%) .NET Team Leader
10 10 (5.43%) Team Leader
11 9 (4.89%) Business Analyst
11 9 (4.89%) Digital Analyst
11 9 (4.89%) Enterprise Architect
12 8 (4.35%) Data Manager
Libraries, Frameworks & Software Standards
1 23 (12.50%) .NET
2 20 (10.87%) D3.js
3 18 (9.78%) Web Services
4 14 (7.61%) JSON
4 14 (7.61%) REST
5 13 (7.07%) WCF
6 11 (5.98%) Task Parallel Library
6 11 (5.98%) WPF
7 6 (3.26%) AngularJS
7 6 (3.26%) HTML
7 6 (3.26%) MDX
8 5 (2.72%) .NET Framework
8 5 (2.72%) HTML5
8 5 (2.72%) jQuery
9 4 (2.17%) CSS
10 3 (1.63%) ASP.NET
10 3 (1.63%) ASP.NET Web API
10 3 (1.63%) LAMP
10 3 (1.63%) RESTful
11 2 (1.09%) React
Miscellaneous
1 43 (23.37%) Visualisation
2 38 (20.65%) Mathematics
3 32 (17.39%) Analytical Skills
3 32 (17.39%) Computer Science
4 25 (13.59%) Statistics
5 15 (8.15%) Algorithms
6 13 (7.07%) Physics
7 12 (6.52%) Fintech
8 8 (4.35%) Management Information System
8 8 (4.35%) User Experience
9 7 (3.80%) Data Centre
9 7 (3.80%) Data Integration
10 5 (2.72%) Economics
11 3 (1.63%) Credit Risk
11 3 (1.63%) Data Extraction
11 3 (1.63%) Data Structures
11 3 (1.63%) Smartphone
11 3 (1.63%) Social Media
12 2 (1.09%) Mobile App
12 2 (1.09%) Online Games
Operating Systems
1 4 (2.17%) Linux
2 3 (1.63%) Android
2 3 (1.63%) Apple iOS
2 3 (1.63%) Windows
3 2 (1.09%) Windows 10
4 1 (0.54%) Red Hat Enterprise Linux
Processes & Methodologies
1 184 (100.00%) Analytics
2 46 (25.00%) Business Intelligence
3 34 (18.48%) Data Visualisation
4 31 (16.85%) ETL
5 29 (15.76%) Agile Software Development
6 24 (13.04%) Information Management
7 22 (11.96%) Big Data Analytics
7 22 (11.96%) Business Analytics
8 21 (11.41%) Data Management
8 21 (11.41%) Machine Learning
9 20 (10.87%) Stakeholder Management
10 18 (9.78%) Project Management
11 17 (9.24%) Data Modelling
12 15 (8.15%) MapReduce
12 15 (8.15%) Migration
12 15 (8.15%) TDD
13 14 (7.61%) Data Governance
13 14 (7.61%) Mentoring
13 14 (7.61%) OO
14 13 (7.07%) SOA
Programming Languages
1 49 (26.63%) SQL
2 20 (10.87%) C#
3 14 (7.61%) Python
3 14 (7.61%) VBA
4 12 (6.52%) R
5 11 (5.98%) Java
6 8 (4.35%) JavaScript
7 7 (3.80%) T-SQL
8 6 (3.26%) HiveQL
8 6 (3.26%) MATLAB
9 5 (2.72%) Data Analysis Expressions (DAX)
10 3 (1.63%) PHP
10 3 (1.63%) Scala
11 2 (1.09%) Ruby
12 1 (0.54%) Cython
12 1 (0.54%) PL/SQL
12 1 (0.54%) TypeScript
Qualifications
1 47 (25.54%) Degree
2 26 (14.13%) PhD
3 9 (4.89%) Postgraduate
4 7 (3.80%) ISEB
5 4 (2.17%) Security Cleared
6 2 (1.09%) CFA
6 2 (1.09%) PMI Certification
6 2 (1.09%) PMP
6 2 (1.09%) PRINCE2 Practitioner
7 1 (0.54%) CISA
Quality Assurance & Compliance
1 17 (9.24%) Data Quality
2 5 (2.72%) QA
System Software
1 13 (7.07%) Docker
2 1 (0.54%) Virtual Servers
Systems Management
1 3 (1.63%) Ansible
1 3 (1.63%) Opscode Chef
1 3 (1.63%) Puppet
2 2 (1.09%) Salt
3 1 (0.54%) Ambari
Vendors
1 52 (28.26%) Tableau
2 26 (14.13%) Oracle
3 19 (10.33%) Microsoft
4 9 (4.89%) Cognos
5 6 (3.26%) Hortonworks
5 6 (3.26%) Informatica
5 6 (3.26%) Netezza
5 6 (3.26%) Sybase
6 5 (2.72%) Salesforce.com
7 3 (1.63%) Ab Initio
7 3 (1.63%) Alteryx
7 3 (1.63%) CA
7 3 (1.63%) IBM
7 3 (1.63%) MapR
7 3 (1.63%) MicroStrategy
7 3 (1.63%) SAP
7 3 (1.63%) Teradata
8 2 (1.09%) Facebook
8 2 (1.09%) Google
8 2 (1.09%) Rackspace
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 5 hours ago
City, London
Alternative Networks
Salary: Market rate
Posted: Yesterday
City Of Westminster, London
Recruitment Genius
Posted: Yesterday
City, London
Darwin Recruitment
Salary: £40000.00 - £55000.00 per annum + Bonus
Posted: Yesterday
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 4 days ago
City of London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 8 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 11 days ago
City of London
Churchill Frank
Salary: £45000 - £53000 per annum + Bonus
Posted: 17 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 18 days ago
City of London
Bankside Recruitment
Salary: £40,000 - £50,000 per year
Posted: 17 days ago
City of London
Talent Point
Salary: £40000.00 - £45000.00 per annum
Posted: 24 days ago