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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 160 171 230
Rank change year-on-year
+11 +59
Permanent jobs citing Data Analytics 95 154 115
As % of all permanent IT jobs located in the City of London 1.54% 1.56% 0.95%
As % of the Processes & Methodologies category 1.73% 1.78% 1.11%
Number of salaries quoted 81 131 87
Median salary £65,000 £57,500 £62,500
Median salary % change year-on-year
+13.04% -8.00%
90% offered a salary of more than £42,500 £35,000 £39,600
10% offered a salary of more than £110,000 £85,000 £85,000
UK excluding London median salary £52,500 £47,500 £45,000
% change year-on-year
+10.52% +5.55%
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
5490 8647 10342
As % of all permanent IT jobs located in the City of London 88.95% 87.49% 85.61%
Number of salaries quoted 5008 7405 8562
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 25 August 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 25 August 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.

1 204 (100.00%) Analytics
2 74 (36.27%) Business Intelligence
3 71 (34.80%) Big Data
4 70 (34.31%) SQL
5 63 (30.88%) Finance
6 56 (27.45%) Degree
7 49 (24.02%) Hadoop
7 49 (24.02%) Tableau
8 45 (22.06%) Analytical Skills
9 41 (20.10%) Visualisation
9 41 (20.10%) Mathematics
10 40 (19.61%) Marketing
11 36 (17.65%) ETL
12 35 (17.16%) Statistics
13 33 (16.18%) Agile Software Development
13 33 (16.18%) Python
13 33 (16.18%) Oracle
14 32 (15.69%) SAS
15 31 (15.20%) Data Warehouse
16 30 (14.71%) SQL Server
17 29 (14.22%) Computer Science
17 29 (14.22%) R
18 28 (13.73%) QlikView
18 28 (13.73%) Project Management
18 28 (13.73%) Information Management
19 27 (13.24%) Data Management
19 27 (13.24%) Microsoft
20 25 (12.25%) Machine Learning
21 24 (11.76%) Data Mining
21 24 (11.76%) Data Modelling

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 32 (15.69%) SAS
2 20 (9.80%) Apache Spark
3 11 (5.39%) Apache
3 11 (5.39%) SharePoint
4 5 (2.45%) ArcGIS
5 4 (1.96%) Exchange Server 2010
5 4 (1.96%) Exchange Server 2013
5 4 (1.96%) MS Exchange
6 2 (0.98%) Apache Pig
6 2 (0.98%) Elasticsearch
6 2 (0.98%) OpenStack
7 1 (0.49%) CMS
7 1 (0.49%) Drupal
7 1 (0.49%) MS Project Server
7 1 (0.49%) nginx
7 1 (0.49%) SharePoint 2010
7 1 (0.49%) Tomcat
Applications
1 15 (7.35%) MS Excel
2 9 (4.41%) MS Project
3 8 (3.92%) SPSS
4 4 (1.96%) MS Visio
5 3 (1.47%) MS PowerPoint
6 2 (0.98%) Gephi
7 1 (0.49%) EViews
7 1 (0.49%) Spreadsheet
7 1 (0.49%) Stata
Business Applications
1 3 (1.47%) Oracle AML
2 1 (0.49%) Adobe Campaign
2 1 (0.49%) Dynamics AX
2 1 (0.49%) Dynamics CRM
2 1 (0.49%) FastStats
2 1 (0.49%) Unica
Cloud Services
1 12 (5.88%) Amazon AWS
2 9 (4.41%) Microsoft Azure
3 6 (2.94%) SaaS
4 5 (2.45%) AdWords
5 4 (1.96%) Cloud Computing
6 3 (1.47%) Google Analytics
7 1 (0.49%) Amazon EMR
7 1 (0.49%) Amazon Kinesis
7 1 (0.49%) Amazon S3
7 1 (0.49%) Google Cloud Platform
Communications & Networking
1 11 (5.39%) Internet
2 6 (2.94%) SMS
3 5 (2.45%) ATM
3 5 (2.45%) Unified Communications
4 2 (0.98%) DNS
4 2 (0.98%) TCP/IP
5 1 (0.49%) DHCP
5 1 (0.49%) Ethernet
5 1 (0.49%) FTP
5 1 (0.49%) HTTP
5 1 (0.49%) LAN
5 1 (0.49%) LDAP
5 1 (0.49%) SMTP
5 1 (0.49%) Telepresence
5 1 (0.49%) VPN
5 1 (0.49%) Wireless
Database & Business Intelligence
1 71 (34.80%) Big Data
2 49 (24.02%) Hadoop
3 31 (15.20%) Data Warehouse
4 30 (14.71%) SQL Server
5 28 (13.73%) QlikView
6 24 (11.76%) Data Mining
7 23 (11.27%) SQL Server Integration Services
8 18 (8.82%) Relational Database
9 15 (7.35%) Apache Hive
10 14 (6.86%) BusinessObjects
11 13 (6.37%) SQL Server Reporting Services
12 12 (5.88%) MongoDB
13 10 (4.90%) Enterprise Data Warehouse
14 9 (4.41%) OLAP
14 9 (4.41%) Spotfire
15 8 (3.92%) HBase
15 8 (3.92%) MySQL
15 8 (3.92%) Oracle OLAP
15 8 (3.92%) SQL Server Analysis Services
16 7 (3.43%) Apache Cassandra
Development Applications
1 6 (2.94%) JIRA
2 5 (2.45%) Jenkins
3 3 (1.47%) ERwin
3 3 (1.47%) Git (software)
3 3 (1.47%) Vagrant
4 2 (0.98%) Talend Open Studio
4 2 (0.98%) TeamCity
5 1 (0.49%) JConsole
5 1 (0.49%) Selenium
5 1 (0.49%) Subversion
5 1 (0.49%) Toad
General
1 63 (30.88%) Finance
2 40 (19.61%) Marketing
3 24 (11.76%) Retail
4 19 (9.31%) Advertising
5 18 (8.82%) Telecoms
6 16 (7.84%) Banking
7 12 (5.88%) Games
8 8 (3.92%) Law
9 6 (2.94%) Legal
10 4 (1.96%) Investment Banking
11 2 (0.98%) Back Office
11 2 (0.98%) Front Office
11 2 (0.98%) Publishing
12 1 (0.49%) Automotive
12 1 (0.49%) Billing
12 1 (0.49%) Electronics
12 1 (0.49%) Financial Institution
12 1 (0.49%) Local Government
12 1 (0.49%) Multimedia
12 1 (0.49%) Retail Banking
Job Titles
1 28 (13.73%) Analyst
2 24 (11.76%) Developer
3 23 (11.27%) Consultant
4 18 (8.82%) Architect
5 16 (7.84%) Data Architect
5 16 (7.84%) Data Manager
6 15 (7.35%) Analytics Manager
6 15 (7.35%) Project Manager
7 14 (6.86%) Analytics Consultant
7 14 (6.86%) Data Analyst
7 14 (6.86%) Data Analytics Manager
8 11 (5.39%) Data Scientist
9 8 (3.92%) Strategy Manager
10 7 (3.43%) Junior
11 6 (2.94%) Administrator
11 6 (2.94%) Campaign Analyst
11 6 (2.94%) Insight Analyst
11 6 (2.94%) Machine Learning Scientist
11 6 (2.94%) Senior Developer
11 6 (2.94%) Solutions Architect
Libraries, Frameworks & Software Standards
1 14 (6.86%) D3.js
2 11 (5.39%) .NET
3 7 (3.43%) jQuery
3 7 (3.43%) Web Services
4 6 (2.94%) .NET Framework
5 5 (2.45%) JSON
5 5 (2.45%) WCF
6 4 (1.96%) HTML
6 4 (1.96%) LAMP
6 4 (1.96%) NumPy
6 4 (1.96%) Pandas
7 3 (1.47%) AngularJS
7 3 (1.47%) CSS
7 3 (1.47%) HTML5
7 3 (1.47%) ODBC
7 3 (1.47%) REST
7 3 (1.47%) Task Parallel Library
7 3 (1.47%) WPF
8 2 (0.98%) MDX
8 2 (0.98%) XML
Miscellaneous
1 45 (22.06%) Analytical Skills
2 41 (20.10%) Mathematics
2 41 (20.10%) Visualisation
3 35 (17.16%) Statistics
4 29 (14.22%) Computer Science
5 16 (7.84%) FMCG
6 15 (7.35%) Algorithms
7 14 (6.86%) Social Media
8 13 (6.37%) Management Information System
9 10 (4.90%) User Experience
10 9 (4.41%) Online Games
11 8 (3.92%) Neural Network
11 8 (3.92%) Physics
12 7 (3.43%) Data Centre
12 7 (3.43%) Data Integration
13 6 (2.94%) Economics
13 6 (2.94%) Equities
13 6 (2.94%) Fintech
13 6 (2.94%) Mobile App
13 6 (2.94%) Smartphone
Operating Systems
1 8 (3.92%) Linux
2 6 (2.94%) Windows
3 4 (1.96%) Unix
3 4 (1.96%) Windows 10
4 3 (1.47%) Android
4 3 (1.47%) 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
1 204 (100.00%) Analytics
2 74 (36.27%) Business Intelligence
3 36 (17.65%) ETL
4 33 (16.18%) Agile Software Development
5 28 (13.73%) Information Management
5 28 (13.73%) Project Management
6 27 (13.24%) Data Management
7 25 (12.25%) Machine Learning
8 24 (11.76%) Change Management
8 24 (11.76%) Data Modelling
9 22 (10.78%) Big Data Analytics
10 21 (10.29%) Data Architecture
10 21 (10.29%) Data Visualisation
11 17 (8.33%) Actionable Insight
11 17 (8.33%) Data Governance
12 16 (7.84%) B2B
12 16 (7.84%) B2C
12 16 (7.84%) Data Analysis
13 15 (7.35%) MapReduce
14 13 (6.37%) Stakeholder Management
Programming Languages
1 70 (34.31%) SQL
2 33 (16.18%) Python
3 29 (14.22%) R
4 22 (10.78%) Java
5 14 (6.86%) VBA
6 11 (5.39%) JavaScript
6 11 (5.39%) MATLAB
7 8 (3.92%) C++
8 5 (2.45%) C#
8 5 (2.45%) Scala
8 5 (2.45%) T-SQL
9 4 (1.96%) PHP
10 3 (1.47%) C
10 3 (1.47%) Perl
11 2 (0.98%) HiveQL
11 2 (0.98%) PL/SQL
12 1 (0.49%) Ruby
12 1 (0.49%) TypeScript
Qualifications
1 56 (27.45%) Degree
2 13 (6.37%) PhD
3 5 (2.45%) PRINCE2 Practitioner
4 4 (1.96%) PRINCE2 Certification
5 3 (1.47%) Security Cleared
6 1 (0.49%) ACCA
6 1 (0.49%) CFA
6 1 (0.49%) CISA
6 1 (0.49%) CISM
6 1 (0.49%) CISSP
6 1 (0.49%) Dell Certification
6 1 (0.49%) DV Cleared
6 1 (0.49%) MBA
6 1 (0.49%) PMI Certification
6 1 (0.49%) PMP
6 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 18 (8.82%) Data Quality
2 6 (2.94%) QA
3 3 (1.47%) SLA
4 1 (0.49%) CRD IV
4 1 (0.49%) EMIR
4 1 (0.49%) MiFID
System Software
1 7 (3.43%) Docker
2 2 (0.98%) VMware Infrastructure
3 1 (0.49%) Active Directory
3 1 (0.49%) KVM
3 1 (0.49%) NFS
3 1 (0.49%) Samba
3 1 (0.49%) Xen
Systems Management
1 4 (1.96%) Ansible
1 4 (1.96%) Opscode Chef
1 4 (1.96%) Puppet
2 2 (0.98%) Packer
2 2 (0.98%) Salt
3 1 (0.49%) Ambari
3 1 (0.49%) logstash
3 1 (0.49%) Nagios
Vendors
1 49 (24.02%) Tableau
2 33 (16.18%) Oracle
3 27 (13.24%) Microsoft
4 14 (6.86%) IBM
5 13 (6.37%) Informatica
5 13 (6.37%) Teradata
6 9 (4.41%) Alteryx
6 9 (4.41%) Facebook
7 8 (3.92%) MicroStrategy
8 6 (2.94%) SAP
9 5 (2.45%) Ab Initio
9 5 (2.45%) Citrix
9 5 (2.45%) Google
9 5 (2.45%) Sybase
10 4 (1.96%) Cognos
10 4 (1.96%) Hortonworks
10 4 (1.96%) NetApp
10 4 (1.96%) Netezza
10 4 (1.96%) ServiceNow
11 3 (1.47%) Cloudera
City, London
ANSON MCCADE
Salary: Up to £95,000 + package
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 17 hours ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £100,000 + Car allowance + Bonus
Posted: 2 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
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City Of London
HFG
Salary: £40000 - £55000 per annum
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & 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
Eligo Recruitment
Salary: £75000 - £85000 per annum + Excellent Benifits
Posted: 23 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £50000 - £80000 per annum + excellent benefits
Posted: 19 days ago