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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Analytics
Rank 135 173 247
Rank change year-on-year
+38 +74
Permanent jobs citing Data Analytics 107 123 79
As % of all permanent IT jobs located in the City of London 1.78% 1.43% 0.69%
As % of the Processes & Methodologies category 1.99% 1.63% 0.82%
Number of salaries quoted 91 103 59
Median salary £70,000 £55,000 £60,000
Median salary % change year-on-year
+27.27% -8.33%
90% offered a salary of more than £42,500 £35,000 £42,500
10% offered a salary of more than £107,500 £85,000 £78,000
UK excluding London median salary £50,000 £48,452 £45,000
% change year-on-year
+3.19% +7.67%
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
5365 7532 9680
As % of all permanent IT jobs located in the City of London 89.15% 87.33% 84.96%
Number of salaries quoted 4899 6484 8073
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 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 26 September 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 26 September 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.

1 195 (100.00%) Analytics
2 70 (35.90%) Business Intelligence
3 67 (34.36%) Big Data
4 64 (32.82%) Finance
5 59 (30.26%) SQL
6 53 (27.18%) Tableau
7 50 (25.64%) Degree
8 43 (22.05%) Hadoop
9 40 (20.51%) Mathematics
10 39 (20.00%) Visualisation
11 36 (18.46%) SQL Server
11 36 (18.46%) ETL
12 34 (17.44%) Analytical Skills
13 33 (16.92%) Data Warehouse
14 32 (16.41%) Oracle
15 31 (15.90%) Marketing
16 30 (15.38%) Statistics
16 30 (15.38%) Agile Software Development
17 29 (14.87%) Computer Science
18 28 (14.36%) Python
18 28 (14.36%) Information Management
19 27 (13.85%) Data Management
20 26 (13.33%) Microsoft
21 25 (12.82%) Data Modelling
22 24 (12.31%) Project Management
22 24 (12.31%) SQL Server Integration Services
22 24 (12.31%) QlikView
23 23 (11.79%) Data Visualisation
23 23 (11.79%) Machine Learning
24 22 (11.28%) Big Data Analytics

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 22 (11.28%) SAS
2 17 (8.72%) Apache Spark
3 9 (4.62%) Apache
4 7 (3.59%) SharePoint
5 5 (2.56%) ArcGIS
6 3 (1.54%) Exchange Server 2010
6 3 (1.54%) Exchange Server 2013
6 3 (1.54%) MS Exchange
7 2 (1.03%) Apache Pig
7 2 (1.03%) OpenStack
8 1 (0.51%) CMS
8 1 (0.51%) Drupal
8 1 (0.51%) SharePoint 2010
Applications
1 15 (7.69%) MS Excel
2 7 (3.59%) MS Project
3 6 (3.08%) SPSS
4 4 (2.05%) MS Visio
5 2 (1.03%) Gephi
6 1 (0.51%) MS PowerPoint
Business Applications
1 4 (2.05%) Salesforce.com CRM
2 3 (1.54%) Oracle AML
3 2 (1.03%) Oracle HRMS
4 1 (0.51%) Dynamics CRM
Cloud Services
1 14 (7.18%) Microsoft Azure
2 8 (4.10%) Amazon AWS
3 6 (3.08%) SaaS
4 4 (2.05%) AdWords
5 2 (1.03%) Cloud Computing
5 2 (1.03%) Google Analytics
5 2 (1.03%) Taleo
Communications & Networking
1 7 (3.59%) Internet
2 3 (1.54%) ATM
2 3 (1.54%) SMS
2 3 (1.54%) Unified Communications
3 2 (1.03%) HTTP
4 1 (0.51%) DHCP
4 1 (0.51%) DNS
4 1 (0.51%) Ethernet
4 1 (0.51%) FTP
4 1 (0.51%) LAN
4 1 (0.51%) SMTP
4 1 (0.51%) TCP/IP
4 1 (0.51%) Telepresence
4 1 (0.51%) VPN
4 1 (0.51%) Wireless
Database & Business Intelligence
1 67 (34.36%) Big Data
2 43 (22.05%) Hadoop
3 36 (18.46%) SQL Server
4 33 (16.92%) Data Warehouse
5 24 (12.31%) QlikView
5 24 (12.31%) SQL Server Integration Services
6 22 (11.28%) Data Mining
7 17 (8.72%) BusinessObjects
7 17 (8.72%) Relational Database
8 14 (7.18%) Apache Hive
9 12 (6.15%) SQL Server Reporting Services
10 11 (5.64%) MongoDB
10 11 (5.64%) SQL Server 2012
11 9 (4.62%) Enterprise Data Warehouse
11 9 (4.62%) NoSQL
12 8 (4.10%) MySQL
12 8 (4.10%) OLAP
12 8 (4.10%) Oracle OLAP
12 8 (4.10%) SQL Server 2014
12 8 (4.10%) SQL Server Analysis Services
Development Applications
1 5 (2.56%) JIRA
2 3 (1.54%) ERwin
2 3 (1.54%) Git (software)
2 3 (1.54%) Jenkins
3 1 (0.51%) Selenium
3 1 (0.51%) Subversion
3 1 (0.51%) Talend Open Studio
3 1 (0.51%) Toad
General
1 64 (32.82%) Finance
2 31 (15.90%) Marketing
3 18 (9.23%) Banking
4 17 (8.72%) Advertising
5 11 (5.64%) Telecoms
6 9 (4.62%) Games
7 8 (4.10%) Retail
8 7 (3.59%) Investment Banking
9 5 (2.56%) Law
9 5 (2.56%) Legal
10 2 (1.03%) Front Office
10 2 (1.03%) Spanish Language
11 1 (0.51%) Back Office
11 1 (0.51%) Dutch Language
11 1 (0.51%) Electronics
11 1 (0.51%) French Language
11 1 (0.51%) German Language
11 1 (0.51%) Multimedia
11 1 (0.51%) Publishing
11 1 (0.51%) Retail Banking
Job Titles
1 35 (17.95%) Developer
2 30 (15.38%) Analyst
3 20 (10.26%) Data Analyst
4 18 (9.23%) Consultant
5 17 (8.72%) Analytics Manager
5 17 (8.72%) Architect
6 16 (8.21%) Data Analytics Manager
7 15 (7.69%) Data Architect
7 15 (7.69%) Data Manager
8 14 (7.18%) Data Scientist
9 11 (5.64%) Project Manager
10 10 (5.13%) .NET Developer
10 10 (5.13%) Analytics Consultant
10 10 (5.13%) Lead Developer
11 9 (4.62%) Administrator
11 9 (4.62%) Lead .NET Developer
11 9 (4.62%) Senior Developer
12 8 (4.10%) .NET Team Leader
12 8 (4.10%) Strategy Manager
12 8 (4.10%) Team Leader
Libraries, Frameworks & Software Standards
1 17 (8.72%) .NET
1 17 (8.72%) D3.js
2 14 (7.18%) Web Services
3 11 (5.64%) JSON
4 10 (5.13%) REST
4 10 (5.13%) WCF
5 8 (4.10%) Task Parallel Library
5 8 (4.10%) WPF
6 7 (3.59%) jQuery
7 6 (3.08%) .NET Framework
7 6 (3.08%) AngularJS
7 6 (3.08%) HTML
8 5 (2.56%) HTML5
9 4 (2.05%) CSS
9 4 (2.05%) LAMP
9 4 (2.05%) NumPy
9 4 (2.05%) Pandas
10 3 (1.54%) ASP.NET
10 3 (1.54%) ASP.NET Web API
10 3 (1.54%) ODBC
Miscellaneous
1 40 (20.51%) Mathematics
2 39 (20.00%) Visualisation
3 34 (17.44%) Analytical Skills
4 30 (15.38%) Statistics
5 29 (14.87%) Computer Science
6 17 (8.72%) Algorithms
7 11 (5.64%) Fintech
7 11 (5.64%) Management Information System
7 11 (5.64%) Physics
8 10 (5.13%) User Experience
9 8 (4.10%) Social Media
10 7 (3.59%) Data Centre
10 7 (3.59%) Data Integration
11 6 (3.08%) Neural Network
11 6 (3.08%) Online Games
11 6 (3.08%) Smartphone
12 5 (2.56%) Economics
12 5 (2.56%) Equities
13 4 (2.05%) Artificial Intelligence
14 3 (1.54%) Hedge funds
Operating Systems
1 6 (3.08%) Windows
2 5 (2.56%) Linux
3 4 (2.05%) Android
3 4 (2.05%) Apple iOS
4 3 (1.54%) Windows 10
5 1 (0.51%) CentOS
5 1 (0.51%) Unix
5 1 (0.51%) Windows 7
5 1 (0.51%) Windows Server 2003
5 1 (0.51%) Windows Server 2008
5 1 (0.51%) Windows Vista
5 1 (0.51%) Windows XP
Processes & Methodologies
1 195 (100.00%) Analytics
2 70 (35.90%) Business Intelligence
3 36 (18.46%) ETL
4 30 (15.38%) Agile Software Development
5 28 (14.36%) Information Management
6 27 (13.85%) Data Management
7 25 (12.82%) Data Modelling
8 24 (12.31%) Project Management
9 23 (11.79%) Data Visualisation
9 23 (11.79%) Machine Learning
10 22 (11.28%) Big Data Analytics
11 21 (10.77%) Change Management
12 17 (8.72%) Data Architecture
12 17 (8.72%) Data Governance
13 16 (8.21%) CRM
14 15 (7.69%) MapReduce
15 13 (6.67%) Migration
15 13 (6.67%) Stakeholder Management
15 13 (6.67%) TDD
16 12 (6.15%) Actionable Insight
Programming Languages
1 59 (30.26%) SQL
2 28 (14.36%) Python
3 22 (11.28%) R
4 20 (10.26%) Java
5 14 (7.18%) VBA
6 12 (6.15%) C#
6 12 (6.15%) JavaScript
7 10 (5.13%) MATLAB
8 6 (3.08%) C++
9 5 (2.56%) Scala
9 5 (2.56%) T-SQL
10 4 (2.05%) PHP
11 3 (1.54%) C
11 3 (1.54%) HiveQL
12 2 (1.03%) Perl
12 2 (1.03%) PL/SQL
12 2 (1.03%) Ruby
13 1 (0.51%) Cython
13 1 (0.51%) TypeScript
Qualifications
1 50 (25.64%) Degree
2 17 (8.72%) PhD
3 3 (1.54%) PRINCE2 Practitioner
3 3 (1.54%) Security Cleared
4 2 (1.03%) CFA
4 2 (1.03%) PMI Certification
4 2 (1.03%) PMP
4 2 (1.03%) PRINCE2 Certification
5 1 (0.51%) CISA
5 1 (0.51%) CISM
5 1 (0.51%) CISSP
5 1 (0.51%) Dell Certification
5 1 (0.51%) DV Cleared
5 1 (0.51%) SC Cleared
Quality Assurance & Compliance
1 20 (10.26%) Data Quality
2 4 (2.05%) QA
3 2 (1.03%) SLA
System Software
1 10 (5.13%) Docker
2 1 (0.51%) Active Directory
2 1 (0.51%) Virtual Servers
Systems Management
1 3 (1.54%) Ansible
1 3 (1.54%) Opscode Chef
1 3 (1.54%) Puppet
2 2 (1.03%) Salt
3 1 (0.51%) Ambari
3 1 (0.51%) logstash
Vendors
1 53 (27.18%) Tableau
2 32 (16.41%) Oracle
3 26 (13.33%) Microsoft
4 13 (6.67%) Informatica
5 11 (5.64%) Teradata
6 10 (5.13%) IBM
7 8 (4.10%) Alteryx
8 6 (3.08%) Cognos
8 6 (3.08%) Facebook
8 6 (3.08%) MicroStrategy
8 6 (3.08%) SAP
8 6 (3.08%) Sybase
9 5 (2.56%) Ab Initio
9 5 (2.56%) Netezza
9 5 (2.56%) Salesforce.com
10 3 (1.54%) CA
10 3 (1.54%) Citrix
10 3 (1.54%) Google
10 3 (1.54%) Infobright
10 3 (1.54%) NetApp
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum + Excellent benefits
Posted: 3 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 5 days ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 4 days ago
City, London
Oscar
Salary: £40000 - £55000 per annum + Benefits / flexi
Posted: 4 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 5 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Miller Maxwell Ltd
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits
Posted: 5 days ago
City of London
Energon Global
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: 7 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £30000 - £55000 per annum + excellent benefits
Posted: 19 days ago
City, London
The Collinson Group
Salary: Competitive
Posted: 23 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £40000 - £60000 per annum + excellent benefits
Posted: 20 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £50000 - £80000 per annum + excellent benefits
Posted: 20 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £30000 - £55000 per annum + excellent benefits
Posted: 19 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Bonus, Gym, Pension
Posted: 20 days ago