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

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 150 222 262
Rank change year-on-year
+72 +40
Permanent jobs citing Data Analytics 104 97 96
As % of all permanent IT jobs located in the City of London 1.59% 0.97% 0.76%
As % of the Processes & Methodologies category 1.77% 1.10% 0.88%
Number of salaries quoted 98 85 74
Median salary £72,500 £55,000 £56,250
Median salary % change year-on-year
+31.81% -2.22%
90% offered a salary of more than £35,000 £33,500 £30,750
10% offered a salary of more than £170,000 £96,000 £85,000
UK excluding London median salary £50,500 £46,250 £46,000
% change year-on-year
+9.18% +0.54%
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
5879 8814 10872
As % of all permanent IT jobs located in the City of London 90.14% 87.74% 85.80%
Number of salaries quoted 5367 7471 9098
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
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 26 May 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 May 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.

1 183 (100.00%) Analytics
2 63 (34.43%) SQL
3 59 (32.24%) Big Data
4 57 (31.15%) Finance
5 53 (28.96%) Business Intelligence
6 50 (27.32%) Hadoop
7 44 (24.04%) Agile Software Development
8 43 (23.50%) Degree
9 40 (21.86%) Tableau
10 39 (21.31%) Python
11 36 (19.67%) SAS
12 35 (19.13%) Analytical Skills
12 35 (19.13%) R
12 35 (19.13%) Mathematics
13 34 (18.58%) Visualisation
14 33 (18.03%) Marketing
15 32 (17.49%) Retail
16 30 (16.39%) Java
17 29 (15.85%) Statistics
18 28 (15.30%) QlikView
19 27 (14.75%) ETL
20 25 (13.66%) Big Data Analytics
21 23 (12.57%) Data Management
22 22 (12.02%) Microsoft
22 22 (12.02%) Data Warehouse
22 22 (12.02%) Oracle
22 22 (12.02%) Machine Learning
22 22 (12.02%) Computer Science
23 21 (11.48%) Apache Spark
24 20 (10.93%) SQL Server

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 (19.67%) SAS
2 21 (11.48%) Apache Spark
3 10 (5.46%) SharePoint
4 9 (4.92%) Apache
5 8 (4.37%) Node.js
6 5 (2.73%) Elasticsearch
7 3 (1.64%) Apache Pig
8 2 (1.09%) Exchange Server 2010
8 2 (1.09%) Exchange Server 2013
8 2 (1.09%) MS Exchange
8 2 (1.09%) nginx
8 2 (1.09%) Tomcat
9 1 (0.55%) ArcGIS
9 1 (0.55%) CMS
9 1 (0.55%) Drupal
9 1 (0.55%) MS Project Server
9 1 (0.55%) OpenStack
9 1 (0.55%) SharePoint 2010
Applications
1 16 (8.74%) MS Excel
2 13 (7.10%) SPSS
3 7 (3.83%) MS Project
4 5 (2.73%) MS Visio
5 3 (1.64%) GNU Octave
5 3 (1.64%) MS PowerPoint
6 1 (0.55%) EViews
6 1 (0.55%) MS Office
6 1 (0.55%) Spreadsheet
6 1 (0.55%) Stata
Business Applications
1 4 (2.19%) Adobe Campaign
1 4 (2.19%) FastStats
1 4 (2.19%) Unica
2 1 (0.55%) Dynamics AX
2 1 (0.55%) Dynamics CRM
Cloud Services
1 16 (8.74%) Amazon AWS
2 7 (3.83%) Microsoft Azure
3 6 (3.28%) Cloud Computing
3 6 (3.28%) Google Analytics
4 4 (2.19%) AdWords
4 4 (2.19%) SaaS
5 3 (1.64%) Amazon Kinesis
5 3 (1.64%) Google Cloud Platform
6 2 (1.09%) PaaS
7 1 (0.55%) Adobe Analytics
7 1 (0.55%) Amazon EMR
7 1 (0.55%) Amazon S3
Communications & Networking
1 10 (5.46%) Internet
2 7 (3.83%) SMS
3 3 (1.64%) ATM
3 3 (1.64%) DNS
3 3 (1.64%) TCP/IP
3 3 (1.64%) Unified Communications
4 2 (1.09%) HTTP
4 2 (1.09%) LDAP
5 1 (0.55%) DHCP
5 1 (0.55%) Ethernet
5 1 (0.55%) FTP
5 1 (0.55%) LAN
5 1 (0.55%) SMTP
5 1 (0.55%) Telepresence
5 1 (0.55%) VPN
5 1 (0.55%) Wireless
Database & Business Intelligence
1 59 (32.24%) Big Data
2 50 (27.32%) Hadoop
3 28 (15.30%) QlikView
4 22 (12.02%) Data Warehouse
5 20 (10.93%) SQL Server
6 17 (9.29%) Data Mining
7 16 (8.74%) MongoDB
8 15 (8.20%) Apache Cassandra
8 15 (8.20%) HBase
9 14 (7.65%) SQL Server Integration Services
9 14 (7.65%) SQL Server Reporting Services
10 13 (7.10%) NoSQL
10 13 (7.10%) Relational Database
11 12 (6.56%) Spotfire
12 11 (6.01%) BusinessObjects
13 9 (4.92%) Apache Hive
14 8 (4.37%) PostgreSQL
15 7 (3.83%) Amazon Redshift
15 7 (3.83%) SQL Server Analysis Services
16 6 (3.28%) Enterprise Data Warehouse
Development Applications
1 13 (7.10%) Talend Open Studio
2 7 (3.83%) Jenkins
2 7 (3.83%) Vagrant
3 6 (3.28%) JIRA
4 5 (2.73%) TeamCity
5 2 (1.09%) Git (software)
5 2 (1.09%) JConsole
6 1 (0.55%) JUnit
6 1 (0.55%) Mockito
6 1 (0.55%) Selenium
6 1 (0.55%) Toad
General
1 57 (31.15%) Finance
2 33 (18.03%) Marketing
3 32 (17.49%) Retail
4 18 (9.84%) Telecoms
5 17 (9.29%) Advertising
6 15 (8.20%) Banking
7 12 (6.56%) Law
8 11 (6.01%) Games
9 4 (2.19%) Automotive
9 4 (2.19%) Legal
10 3 (1.64%) French Language
10 3 (1.64%) German Language
10 3 (1.64%) Spanish Language
11 1 (0.55%) Back Office
11 1 (0.55%) Billing
11 1 (0.55%) Financial Institution
11 1 (0.55%) Investment Banking
11 1 (0.55%) Local Government
11 1 (0.55%) Multimedia
11 1 (0.55%) Publishing
Job Titles
1 26 (14.21%) Consultant
2 24 (13.11%) Developer
3 16 (8.74%) Analyst
4 14 (7.65%) Architect
5 13 (7.10%) Analytics Consultant
5 13 (7.10%) Data Architect
6 12 (6.56%) Project Manager
7 10 (5.46%) Data Scientist
8 8 (4.37%) Data Analyst
8 8 (4.37%) Data Manager
8 8 (4.37%) Junior
9 7 (3.83%) Big Data Architect
9 7 (3.83%) Data Engineer
9 7 (3.83%) Java Developer
9 7 (3.83%) Linux/Unix DevOps
10 6 (3.28%) Big Data Engineer
10 6 (3.28%) Senior Developer
11 5 (2.73%) Senior Java Developer
11 5 (2.73%) Solutions Architect
11 5 (2.73%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (6.01%) XML
2 8 (4.37%) AngularJS
2 8 (4.37%) Hibernate
2 8 (4.37%) Spring
2 8 (4.37%) Struts
2 8 (4.37%) XSD
3 6 (3.28%) D3.js
3 6 (3.28%) HTML
4 5 (2.73%) .NET
4 5 (2.73%) HTML5
5 4 (2.19%) MDX
5 4 (2.19%) NumPy
5 4 (2.19%) Pandas
6 3 (1.64%) .NET Framework
6 3 (1.64%) ODBC
6 3 (1.64%) Velocity
6 3 (1.64%) Web Services
7 2 (1.09%) CSS
7 2 (1.09%) jQuery
7 2 (1.09%) Middleware
Miscellaneous
1 35 (19.13%) Analytical Skills
1 35 (19.13%) Mathematics
2 34 (18.58%) Visualisation
3 29 (15.85%) Statistics
4 22 (12.02%) Computer Science
5 16 (8.74%) FMCG
5 16 (8.74%) Social Media
6 10 (5.46%) Algorithms
6 10 (5.46%) Physics
7 9 (4.92%) Management Information System
8 7 (3.83%) Online Games
9 6 (3.28%) Artificial Intelligence
9 6 (3.28%) Neural Network
9 6 (3.28%) User Experience
10 5 (2.73%) Mobile App
11 4 (2.19%) Data Structures
11 4 (2.19%) Equities
11 4 (2.19%) Hedge funds
12 3 (1.64%) Life Science
12 3 (1.64%) Telematics
Operating Systems
1 12 (6.56%) Linux
2 8 (4.37%) Unix
3 4 (2.19%) Windows
4 2 (1.09%) Windows 10
5 1 (0.55%) Android
5 1 (0.55%) Apple iOS
5 1 (0.55%) Windows 7
5 1 (0.55%) Windows Server 2003
5 1 (0.55%) Windows Server 2008
5 1 (0.55%) Windows Vista
5 1 (0.55%) Windows XP
Processes & Methodologies
1 183 (100.00%) Analytics
2 53 (28.96%) Business Intelligence
3 44 (24.04%) Agile Software Development
4 27 (14.75%) ETL
5 25 (13.66%) Big Data Analytics
6 23 (12.57%) Data Management
7 22 (12.02%) Machine Learning
8 20 (10.93%) CRM
8 20 (10.93%) Data Analysis
9 18 (9.84%) Project Management
10 17 (9.29%) Data Architecture
11 16 (8.74%) B2B
11 16 (8.74%) B2C
12 15 (8.20%) Data Governance
12 15 (8.20%) Data Modelling
13 13 (7.10%) Data Visualisation
14 11 (6.01%) E-Commerce
14 11 (6.01%) Econometrics
14 11 (6.01%) Master Data Management
15 10 (5.46%) Change Management
Programming Languages
1 63 (34.43%) SQL
2 39 (21.31%) Python
3 35 (19.13%) R
4 30 (16.39%) Java
5 13 (7.10%) C++
5 13 (7.10%) JavaScript
6 10 (5.46%) VBA
7 9 (4.92%) MATLAB
8 7 (3.83%) Scala
8 7 (3.83%) T-SQL
9 4 (2.19%) Perl
10 3 (1.64%) C
11 2 (1.09%) HiveQL
12 1 (0.55%) PHP
12 1 (0.55%) Ruby
Qualifications
1 43 (23.50%) Degree
2 8 (4.37%) PhD
3 5 (2.73%) Security Cleared
4 4 (2.19%) PRINCE2 Certification
5 3 (1.64%) PRINCE2 Practitioner
6 2 (1.09%) SC Cleared
7 1 (0.55%) ACCA
7 1 (0.55%) CISA
7 1 (0.55%) CISM
7 1 (0.55%) CISSP
7 1 (0.55%) Dell Certification
7 1 (0.55%) DV Cleared
7 1 (0.55%) MBA
Quality Assurance & Compliance
1 14 (7.65%) Data Quality
2 7 (3.83%) QA
3 5 (2.73%) CRD IV
3 5 (2.73%) EMIR
3 5 (2.73%) MiFID
4 3 (1.64%) SLA
System Software
1 5 (2.73%) Docker
1 5 (2.73%) VMware Infrastructure
2 2 (1.09%) KVM
2 2 (1.09%) NFS
2 2 (1.09%) Samba
2 2 (1.09%) Xen
3 1 (0.55%) Active Directory
3 1 (0.55%) Apache Flume
3 1 (0.55%) HDFS
Systems Management
1 5 (2.73%) Packer
1 5 (2.73%) Puppet
2 4 (2.19%) Opscode Chef
3 3 (1.64%) Ansible
3 3 (1.64%) Nagios
4 1 (0.55%) Hadoop YARN
4 1 (0.55%) Oozie
Vendors
1 40 (21.86%) Tableau
2 22 (12.02%) Microsoft
2 22 (12.02%) Oracle
3 14 (7.65%) IBM
4 13 (7.10%) Talend
5 12 (6.56%) Teradata
6 10 (5.46%) Informatica
7 9 (4.92%) Alteryx
7 9 (4.92%) Facebook
8 8 (4.37%) Cloudera
8 8 (4.37%) Google
8 8 (4.37%) SAP
9 7 (3.83%) Hortonworks
9 7 (3.83%) VMware
10 5 (2.73%) MapR
10 5 (2.73%) Sybase
11 4 (2.19%) Adobe
11 4 (2.19%) Apple
11 4 (2.19%) MicroStrategy
11 4 (2.19%) Salesforce.com
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 20 hours ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £40k - £60k plus performance bonus + pension + healthcare and more.
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: UKP 81000 per year
Posted: 22 hours ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits
Posted: Yesterday
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: Yesterday
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 2 days ago
City of London
Churchill Frank International
Salary: £40000 - £50000 per annum
Posted: 2 days ago
City of London
Churchill Frank International
Salary: £45000 - £50000 per annum + package negotiable
Posted: 2 days ago
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £60000 - £85000 per annum + bonus, benefits, negotiable
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £70000.00 - £100000.00 per annum + bonus + Benefits
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
Posted: 6 days ago
City of London
Churchill Frank International
Salary: £40000 - £50000 per annum + package negotiable
Posted: 7 days ago
City, London
CGI
Salary: benefits
Posted: 16 days ago
City, London
CGI
Salary: benefits
Posted: 16 days ago
City, London
CGI
Salary: benefits
Posted: 16 days ago
City of London
Talent Point
Salary: £35000.00 - £45000.00 per annum
Posted: 17 days ago