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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 160 176 221
Rank change year-on-year
+16 +45
Permanent jobs citing Data Analytics 97 146 127
As % of all permanent IT jobs located in the City of London 1.55% 1.39% 1.03%
As % of the Processes & Methodologies category 1.73% 1.58% 1.20%
Number of salaries quoted 86 123 97
Median salary £65,000 £57,500 £65,000
Median salary % change year-on-year
+13.04% -11.53%
90% offered a salary of more than £40,000 £35,000 £38,400
10% offered a salary of more than £100,000 £82,000 £93,000
UK excluding London median salary £52,250 £47,000 £42,500
% change year-on-year
+11.17% +10.58%
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
5623 9217 10617
As % of all permanent IT jobs located in the City of London 89.75% 87.66% 86.12%
Number of salaries quoted 5121 7862 8751
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year
+0.83% +4.34%
90% offered a salary of more than £42,500 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 27 July 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 27 July 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.

1 205 (100.00%) Analytics
2 81 (39.51%) Business Intelligence
3 74 (36.10%) SQL
4 67 (32.68%) Big Data
5 62 (30.24%) Finance
6 55 (26.83%) Tableau
7 54 (26.34%) Degree
8 45 (21.95%) Hadoop
9 43 (20.98%) Visualisation
10 42 (20.49%) Analytical Skills
11 40 (19.51%) Marketing
12 37 (18.05%) Mathematics
12 37 (18.05%) Agile Software Development
12 37 (18.05%) Python
12 37 (18.05%) ETL
13 36 (17.56%) SAS
14 33 (16.10%) QlikView
15 32 (15.61%) Statistics
15 32 (15.61%) Oracle
16 31 (15.12%) Data Warehouse
16 31 (15.12%) R
17 30 (14.63%) SQL Server
17 30 (14.63%) Retail
18 29 (14.15%) Data Management
18 29 (14.15%) Microsoft
19 28 (13.66%) Project Management
20 26 (12.68%) Information Management
21 25 (12.20%) Data Modelling
22 24 (11.71%) Change Management
23 23 (11.22%) 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 36 (17.56%) SAS
2 19 (9.27%) Apache Spark
3 12 (5.85%) SharePoint
4 10 (4.88%) Apache
5 5 (2.44%) ArcGIS
6 4 (1.95%) Elasticsearch
6 4 (1.95%) Exchange Server 2010
6 4 (1.95%) Exchange Server 2013
6 4 (1.95%) MS Exchange
7 2 (0.98%) Apache Pig
7 2 (0.98%) nginx
7 2 (0.98%) OpenStack
7 2 (0.98%) Tomcat
8 1 (0.49%) CMS
8 1 (0.49%) Drupal
8 1 (0.49%) MS Project Server
8 1 (0.49%) SharePoint 2010
Applications
1 15 (7.32%) MS Excel
2 13 (6.34%) SPSS
3 9 (4.39%) MS Project
4 5 (2.44%) MS Visio
5 3 (1.46%) MS PowerPoint
6 1 (0.49%) EViews
6 1 (0.49%) Gephi
6 1 (0.49%) MS Office
6 1 (0.49%) Spreadsheet
6 1 (0.49%) Stata
Business Applications
1 4 (1.95%) Adobe Campaign
1 4 (1.95%) FastStats
1 4 (1.95%) Unica
2 1 (0.49%) Dynamics AX
2 1 (0.49%) Dynamics CRM
2 1 (0.49%) Oracle AML
Cloud Services
1 15 (7.32%) Amazon AWS
2 10 (4.88%) Microsoft Azure
3 6 (2.93%) SaaS
4 4 (1.95%) AdWords
4 4 (1.95%) Cloud Computing
4 4 (1.95%) Google Analytics
5 2 (0.98%) Amazon Kinesis
5 2 (0.98%) Google Cloud Platform
6 1 (0.49%) Amazon EMR
6 1 (0.49%) Amazon S3
Communications & Networking
1 12 (5.85%) Internet
2 9 (4.39%) SMS
3 5 (2.44%) ATM
3 5 (2.44%) Unified Communications
4 3 (1.46%) DNS
4 3 (1.46%) TCP/IP
5 2 (0.98%) HTTP
5 2 (0.98%) LDAP
6 1 (0.49%) DHCP
6 1 (0.49%) Ethernet
6 1 (0.49%) FTP
6 1 (0.49%) LAN
6 1 (0.49%) SMTP
6 1 (0.49%) Telepresence
6 1 (0.49%) VPN
6 1 (0.49%) Wireless
Database & Business Intelligence
1 67 (32.68%) Big Data
2 45 (21.95%) Hadoop
3 33 (16.10%) QlikView
4 31 (15.12%) Data Warehouse
5 30 (14.63%) SQL Server
6 23 (11.22%) SQL Server Integration Services
7 22 (10.73%) Data Mining
8 18 (8.78%) Relational Database
9 17 (8.29%) SQL Server Reporting Services
10 16 (7.80%) BusinessObjects
11 15 (7.32%) MongoDB
12 13 (6.34%) Apache Hive
12 13 (6.34%) Spotfire
13 10 (4.88%) Enterprise Data Warehouse
14 9 (4.39%) Apache Cassandra
14 9 (4.39%) HBase
15 8 (3.90%) DataStage
15 8 (3.90%) OLAP
15 8 (3.90%) SQL Server Analysis Services
16 7 (3.41%) MySQL
Development Applications
1 7 (3.41%) Jenkins
2 6 (2.93%) Vagrant
3 5 (2.44%) JIRA
3 5 (2.44%) Talend Open Studio
4 4 (1.95%) TeamCity
5 3 (1.46%) ERwin
5 3 (1.46%) Git (software)
6 2 (0.98%) JConsole
7 1 (0.49%) Selenium
7 1 (0.49%) Subversion
7 1 (0.49%) Toad
General
1 62 (30.24%) Finance
2 40 (19.51%) Marketing
3 30 (14.63%) Retail
4 21 (10.24%) Telecoms
5 20 (9.76%) Advertising
6 14 (6.83%) Banking
7 13 (6.34%) Law
8 10 (4.88%) Games
9 6 (2.93%) Legal
10 4 (1.95%) Automotive
11 3 (1.46%) French Language
11 3 (1.46%) German Language
11 3 (1.46%) Spanish Language
12 2 (0.98%) Back Office
12 2 (0.98%) Investment Banking
12 2 (0.98%) Publishing
13 1 (0.49%) Billing
13 1 (0.49%) Financial Institution
13 1 (0.49%) Local Government
13 1 (0.49%) Multimedia
Job Titles
1 32 (15.61%) Consultant
2 25 (12.20%) Analyst
3 22 (10.73%) Developer
4 18 (8.78%) Analytics Consultant
4 18 (8.78%) Architect
5 16 (7.80%) Data Architect
5 16 (7.80%) Data Manager
5 16 (7.80%) Project Manager
6 10 (4.88%) Data Analyst
7 9 (4.39%) Analytics Manager
7 9 (4.39%) Data Analytics Manager
8 8 (3.90%) Junior
8 8 (3.90%) Strategy Manager
9 7 (3.41%) Insight Analyst
10 6 (2.93%) Campaign Analyst
10 6 (2.93%) Data Consultant
10 6 (2.93%) Data Scientist
10 6 (2.93%) Linux/Unix DevOps
10 6 (2.93%) Solutions Architect
11 5 (2.44%) Data Engineer
Libraries, Frameworks & Software Standards
1 12 (5.85%) .NET
2 11 (5.37%) D3.js
3 7 (3.41%) jQuery
3 7 (3.41%) Web Services
4 6 (2.93%) .NET Framework
5 5 (2.44%) HTML
5 5 (2.44%) MDX
5 5 (2.44%) WCF
6 4 (1.95%) AngularJS
6 4 (1.95%) HTML5
6 4 (1.95%) JSON
6 4 (1.95%) NumPy
6 4 (1.95%) Pandas
7 3 (1.46%) CSS
7 3 (1.46%) LAMP
7 3 (1.46%) ODBC
7 3 (1.46%) REST
7 3 (1.46%) Task Parallel Library
7 3 (1.46%) WPF
8 2 (0.98%) Hibernate
Miscellaneous
1 43 (20.98%) Visualisation
2 42 (20.49%) Analytical Skills
3 37 (18.05%) Mathematics
4 32 (15.61%) Statistics
5 23 (11.22%) Computer Science
6 18 (8.78%) Social Media
7 16 (7.80%) FMCG
8 14 (6.83%) Management Information System
9 10 (4.88%) User Experience
10 9 (4.39%) Algorithms
10 9 (4.39%) Online Games
10 9 (4.39%) Physics
11 7 (3.41%) Fintech
11 7 (3.41%) Neural Network
12 6 (2.93%) Data Centre
12 6 (2.93%) Data Integration
12 6 (2.93%) Mobile App
12 6 (2.93%) Smartphone
13 5 (2.44%) Artificial Intelligence
13 5 (2.44%) Virtual Team
Operating Systems
1 11 (5.37%) Linux
2 7 (3.41%) Unix
3 6 (2.93%) Windows
4 4 (1.95%) Windows 10
5 1 (0.49%) Android
5 1 (0.49%) Apple iOS
5 1 (0.49%) CentOS
5 1 (0.49%) Windows 7
5 1 (0.49%) Windows Server 2003
5 1 (0.49%) Windows Server 2008
5 1 (0.49%) Windows Vista
5 1 (0.49%) Windows XP
Processes & Methodologies
1 205 (100.00%) Analytics
2 81 (39.51%) Business Intelligence
3 37 (18.05%) Agile Software Development
3 37 (18.05%) ETL
4 29 (14.15%) Data Management
5 28 (13.66%) Project Management
6 26 (12.68%) Information Management
7 25 (12.20%) Data Modelling
8 24 (11.71%) Change Management
9 23 (11.22%) Big Data Analytics
10 22 (10.73%) Data Visualisation
11 21 (10.24%) CRM
11 21 (10.24%) Data Architecture
11 21 (10.24%) Machine Learning
12 19 (9.27%) Data Analysis
12 19 (9.27%) Data Governance
13 16 (7.80%) B2B
13 16 (7.80%) B2C
14 15 (7.32%) Actionable Insight
15 13 (6.34%) Predictive Modelling
Programming Languages
1 74 (36.10%) SQL
2 37 (18.05%) Python
3 31 (15.12%) R
4 21 (10.24%) Java
5 15 (7.32%) VBA
6 11 (5.37%) JavaScript
6 11 (5.37%) MATLAB
7 8 (3.90%) C++
8 7 (3.41%) T-SQL
9 5 (2.44%) C#
9 5 (2.44%) Perl
9 5 (2.44%) Scala
10 3 (1.46%) C
10 3 (1.46%) PHP
11 2 (0.98%) PL/SQL
12 1 (0.49%) HiveQL
12 1 (0.49%) Ruby
12 1 (0.49%) TypeScript
Qualifications
1 54 (26.34%) Degree
2 9 (4.39%) PhD
3 5 (2.44%) PRINCE2 Practitioner
4 4 (1.95%) PRINCE2 Certification
5 3 (1.46%) Security Cleared
6 2 (0.98%) SC Cleared
7 1 (0.49%) ACCA
7 1 (0.49%) CFA
7 1 (0.49%) CISA
7 1 (0.49%) CISM
7 1 (0.49%) CISSP
7 1 (0.49%) Dell Certification
7 1 (0.49%) DV Cleared
7 1 (0.49%) MBA
7 1 (0.49%) PMI Certification
7 1 (0.49%) PMP
Quality Assurance & Compliance
1 21 (10.24%) Data Quality
2 8 (3.90%) QA
3 3 (1.46%) CRD IV
3 3 (1.46%) EMIR
3 3 (1.46%) MiFID
3 3 (1.46%) SLA
System Software
1 9 (4.39%) Docker
2 4 (1.95%) VMware Infrastructure
3 2 (0.98%) KVM
3 2 (0.98%) NFS
3 2 (0.98%) Samba
3 2 (0.98%) Xen
4 1 (0.49%) Active Directory
Systems Management
1 6 (2.93%) Puppet
2 5 (2.44%) Ansible
2 5 (2.44%) Opscode Chef
3 4 (1.95%) Packer
4 3 (1.46%) Nagios
5 2 (0.98%) Salt
6 1 (0.49%) logstash
Vendors
1 55 (26.83%) Tableau
2 32 (15.61%) Oracle
3 29 (14.15%) Microsoft
4 15 (7.32%) IBM
4 15 (7.32%) Informatica
5 14 (6.83%) Teradata
6 11 (5.37%) Alteryx
7 10 (4.88%) Facebook
8 9 (4.39%) MicroStrategy
9 7 (3.41%) SAP
10 6 (2.93%) Ab Initio
10 6 (2.93%) Cloudera
10 6 (2.93%) Google
10 6 (2.93%) VMware
11 5 (2.44%) Citrix
11 5 (2.44%) Hortonworks
11 5 (2.44%) Talend
12 4 (1.95%) NetApp
12 4 (1.95%) Salesforce.com
12 4 (1.95%) Sybase
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000 + Competitive package
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 5 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 22 days ago
City of London
Talent Point
Salary: £45000.00 - £60000.00 per annum
Posted: 12 days ago