The table below looks at the statistics for 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 Analytics over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Analytics
Rank 39 26 36
Rank change year-on-year
-13 +10
Permanent jobs citing Analytics 345 678 679
As % of all permanent IT jobs located in the City of London 5.56% 6.81% 5.69%
As % of the Processes & Methodologies category 6.26% 7.78% 6.65%
Number of salaries quoted 304 552 473
Median salary £60,000 £55,000 £57,500
Median salary % change year-on-year
+9.09% -4.34%
90% offered a salary of more than £40,000 £35,000 £33,500
10% offered a salary of more than £94,250 £90,000 £82,500
UK excluding London median salary £45,000 £43,596 £42,500
% change year-on-year
+3.22% +2.57%
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
5515 8716 10211
As % of all permanent IT jobs located in the City of London 88.89% 87.48% 85.63%
Number of salaries quoted 5023 7463 8453
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%

Analytics
Jobs Demand Trend in the City of London

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

Analytics Jobs Demand Trend in the City of London

Analytics
Salary Trend in the City of London

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

Analytics Salary Trend in the City of London

Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Analytics across the City of London region over the 3 months to 24 August 2016.

Analytics Salary Histogram in the City of London

Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 24 August 2016, IT jobs citing 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 Analytics.

1 236 (33.57%) SQL
2 235 (33.43%) Finance
3 204 (29.02%) Data Analytics
4 200 (28.45%) Business Intelligence
5 154 (21.91%) Big Data
6 149 (21.19%) Analytical Skills
7 140 (19.91%) Agile Software Development
8 133 (18.92%) Degree
9 130 (18.49%) Java
10 129 (18.35%) Marketing
11 118 (16.79%) Visualisation
12 115 (16.36%) Python
13 108 (15.36%) Data Warehouse
13 108 (15.36%) Hadoop
14 101 (14.37%) Tableau
15 89 (12.66%) SQL Server
16 88 (12.52%) JavaScript
17 85 (12.09%) ETL
18 84 (11.95%) Mathematics
19 81 (11.52%) Computer Science
20 78 (11.10%) R
21 77 (10.95%) Banking
21 77 (10.95%) Microsoft
22 71 (10.10%) SAS
23 70 (9.96%) Oracle
24 66 (9.39%) Stakeholder Management
25 64 (9.10%) QlikView
26 63 (8.96%) Statistics
27 61 (8.68%) Machine Learning
28 60 (8.53%) Google

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 71 (10.10%) SAS
2 52 (7.40%) Apache Spark
3 26 (3.70%) SharePoint
4 24 (3.41%) Elasticsearch
5 23 (3.27%) Apache
6 15 (2.13%) CMS
7 9 (1.28%) Apache Pig
8 8 (1.14%) Confluence
9 5 (0.71%) ArcGIS
9 5 (0.71%) Commerce Server
10 4 (0.57%) Exchange Server 2010
10 4 (0.57%) Exchange Server 2013
10 4 (0.57%) IPython
10 4 (0.57%) Jupyter
10 4 (0.57%) MS Exchange
11 3 (0.43%) Drupal
12 2 (0.28%) OpenStack
12 2 (0.28%) Oracle SOA Suite
12 2 (0.28%) Umbraco
12 2 (0.28%) WordPress
Applications
1 35 (4.98%) MS Excel
2 28 (3.98%) MS Office
3 23 (3.27%) SPSS
4 10 (1.42%) MS Project
5 9 (1.28%) MS Visio
6 8 (1.14%) MS PowerPoint
7 4 (0.57%) Stata
8 3 (0.43%) Mathematica
9 2 (0.28%) Gephi
9 2 (0.28%) Photoshop
9 2 (0.28%) Spreadsheet
10 1 (0.14%) EViews
10 1 (0.14%) OmniGraffle
10 1 (0.14%) Weka
Business Applications
1 11 (1.56%) Siebel Analytics
2 5 (0.71%) Eloqua
3 3 (0.43%) Adobe Campaign
3 3 (0.43%) Dynamics CRM
3 3 (0.43%) Oracle AML
3 3 (0.43%) Unica
4 2 (0.28%) FastStats
4 2 (0.28%) Oracle BPM
4 2 (0.28%) WebTrends
5 1 (0.14%) Dynamics AX
5 1 (0.14%) Oracle Payables
5 1 (0.14%) Oracle Procure-to-Pay
5 1 (0.14%) Oracle Receivables
5 1 (0.14%) Relativity
5 1 (0.14%) Ringtail
Cloud Services
1 45 (6.40%) Amazon AWS
2 42 (5.97%) Google Analytics
3 27 (3.84%) SaaS
4 18 (2.56%) Microsoft Azure
5 11 (1.56%) Google Cloud Platform
6 8 (1.14%) AdWords
6 8 (1.14%) Amazon Kinesis
7 6 (0.85%) Amazon EC2
8 5 (0.71%) Cloud Computing
9 4 (0.57%) Adobe Analytics
9 4 (0.57%) AWS Elastic Beanstalk
9 4 (0.57%) GitHub
9 4 (0.57%) Google Tag Manager
9 4 (0.57%) PaaS
10 3 (0.43%) Amazon EMR
11 2 (0.28%) Amazon S3
11 2 (0.28%) Google Play
12 1 (0.14%) Force.com
12 1 (0.14%) IaaS
12 1 (0.14%) Office 365
Communications & Networking
1 20 (2.84%) Internet
2 17 (2.42%) Network Security
3 9 (1.28%) DNS
3 9 (1.28%) SAN
4 6 (0.85%) Firewall
4 6 (0.85%) LAN
4 6 (0.85%) MRTG
4 6 (0.85%) SMS
5 5 (0.71%) ATM
5 5 (0.71%) HTTP
5 5 (0.71%) Unified Communications
5 5 (0.71%) VLAN
5 5 (0.71%) WAN
6 4 (0.57%) Broadband
7 2 (0.28%) LDAP
7 2 (0.28%) TCP/IP
7 2 (0.28%) VPN
8 1 (0.14%) DHCP
8 1 (0.14%) Kerberos
8 1 (0.14%) SMTP
Database & Business Intelligence
1 154 (21.91%) Big Data
2 108 (15.36%) Data Warehouse
2 108 (15.36%) Hadoop
3 89 (12.66%) SQL Server
4 64 (9.10%) QlikView
5 45 (6.40%) Data Mining
5 45 (6.40%) MongoDB
5 45 (6.40%) SQL Server Integration Services
6 39 (5.55%) Relational Database
7 38 (5.41%) MySQL
8 37 (5.26%) BusinessObjects
9 32 (4.55%) SQL Server Reporting Services
10 31 (4.41%) NoSQL
11 28 (3.98%) Apache Hive
12 22 (3.13%) Apache Cassandra
12 22 (3.13%) SQL Server Analysis Services
13 20 (2.84%) Oracle BI EE
14 19 (2.70%) Crystal Reports
15 17 (2.42%) OLAP
15 17 (2.42%) Oracle Database
Development Applications
1 18 (2.56%) JIRA
2 16 (2.28%) Git (software)
3 9 (1.28%) Talend Open Studio
3 9 (1.28%) VSS/SourceSafe
4 8 (1.14%) Eclipse
5 7 (1.00%) Cucumber
5 7 (1.00%) Jenkins
5 7 (1.00%) Selenium
6 5 (0.71%) Appium
6 5 (0.71%) Calabash
6 5 (0.71%) Visual Studio
7 4 (0.57%) Team Foundation Server
8 3 (0.43%) Atlassian Bamboo
8 3 (0.43%) CircleCI
8 3 (0.43%) ERwin
8 3 (0.43%) Fiddler
8 3 (0.43%) Karma Test Runner
8 3 (0.43%) SpecFlow
8 3 (0.43%) TeamCity
8 3 (0.43%) Vagrant
General
1 235 (33.43%) Finance
2 129 (18.35%) Marketing
3 77 (10.95%) Banking
4 60 (8.53%) Retail
5 33 (4.69%) Advertising
6 31 (4.41%) Front Office
7 28 (3.98%) Telecoms
8 26 (3.70%) Investment Banking
9 24 (3.41%) Legal
10 22 (3.13%) Games
11 20 (2.84%) Law
12 6 (0.85%) Publishing
13 5 (0.71%) Back Office
13 5 (0.71%) Financial Institution
14 4 (0.57%) Manufacturing
15 3 (0.43%) Billing
15 3 (0.43%) Local Government
16 2 (0.28%) Pharmaceutical
16 2 (0.28%) Spanish Language
17 1 (0.14%) Automotive
Job Titles
1 149 (21.19%) Developer
2 143 (20.34%) Analyst
3 56 (7.97%) Consultant
4 41 (5.83%) Business Analyst
5 40 (5.69%) Data Analyst
5 40 (5.69%) Data Scientist
5 40 (5.69%) Java Developer
6 37 (5.26%) Architect
7 33 (4.69%) Senior Developer
8 32 (4.55%) Software Developer
9 27 (3.84%) SQL Analyst
10 26 (3.70%) Analytics Consultant
10 26 (3.70%) Project Manager
11 23 (3.27%) Analytics Manager
11 23 (3.27%) Software Engineer
12 21 (2.99%) Business Change Analyst
12 21 (2.99%) Business Change Business Analyst
12 21 (2.99%) Business Intelligence Analyst
12 21 (2.99%) Business Intelligence Developer
12 21 (2.99%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 50 (7.11%) HTML
2 34 (4.84%) CSS
3 32 (4.55%) .NET
4 25 (3.56%) Web Services
5 23 (3.27%) XML
6 22 (3.13%) AngularJS
7 21 (2.99%) D3.js
8 19 (2.70%) jQuery
9 18 (2.56%) HTML5
10 13 (1.85%) MDX
10 13 (1.85%) Node.js
11 12 (1.71%) Spring
12 11 (1.56%) Flash
12 11 (1.56%) JSON
12 11 (1.56%) LAMP
12 11 (1.56%) scikit-learn
13 9 (1.28%) .NET Framework
13 9 (1.28%) Hibernate
13 9 (1.28%) SOAP
13 9 (1.28%) WCF
Miscellaneous
1 149 (21.19%) Analytical Skills
2 118 (16.79%) Visualisation
3 84 (11.95%) Mathematics
4 81 (11.52%) Computer Science
5 63 (8.96%) Statistics
6 45 (6.40%) Management Information System
7 41 (5.83%) User Experience
8 39 (5.55%) Derivative
9 36 (5.12%) Algorithms
10 33 (4.69%) Equities
11 25 (3.56%) Fixed Income
12 24 (3.41%) Social Media
13 23 (3.27%) Digital Media
14 22 (3.13%) Mobile App
15 21 (2.99%) Data Structures
15 21 (2.99%) Psychology
16 20 (2.84%) Economics
17 18 (2.56%) Fintech
18 17 (2.42%) Linked Data
18 17 (2.42%) Public Cloud
Operating Systems
1 44 (6.26%) Linux
2 27 (3.84%) Windows
3 26 (3.70%) Unix
4 13 (1.85%) Android
5 11 (1.56%) Apple iOS
6 7 (1.00%) CentOS
6 7 (1.00%) Red Hat Enterprise Linux
7 6 (0.85%) FreeBSD
8 4 (0.57%) Windows 10
9 2 (0.28%) Windows Server
10 1 (0.14%) Solaris
10 1 (0.14%) Windows 7
10 1 (0.14%) Windows Server 2003
10 1 (0.14%) Windows Server 2008
10 1 (0.14%) Windows Vista
10 1 (0.14%) Windows XP
Processes & Methodologies
1 204 (29.02%) Data Analytics
2 200 (28.45%) Business Intelligence
3 140 (19.91%) Agile Software Development
4 85 (12.09%) ETL
5 66 (9.39%) Stakeholder Management
6 61 (8.68%) Machine Learning
7 59 (8.39%) Change Management
8 57 (8.11%) Data Modelling
8 57 (8.11%) SDLC
9 55 (7.82%) Project Management
10 54 (7.68%) Software Engineering
11 52 (7.40%) Data Management
12 50 (7.11%) Data Visualisation
13 45 (6.40%) E-Commerce
14 44 (6.26%) Web Analytics
15 43 (6.12%) Data Analysis
16 41 (5.83%) Information Management
17 40 (5.69%) CRM
18 36 (5.12%) B2C
18 36 (5.12%) Product Management
Programming Languages
1 236 (33.57%) SQL
2 130 (18.49%) Java
3 115 (16.36%) Python
4 88 (12.52%) JavaScript
5 78 (11.10%) R
6 41 (5.83%) C#
7 38 (5.41%) C++
8 32 (4.55%) PHP
9 31 (4.41%) MATLAB
10 26 (3.70%) VBA
11 23 (3.27%) PL/SQL
12 21 (2.99%) Scala
13 20 (2.84%) C
13 20 (2.84%) Perl
14 15 (2.13%) Ruby
14 15 (2.13%) VB
15 11 (1.56%) T-SQL
16 8 (1.14%) VBScript
17 6 (0.85%) Shell Script
18 2 (0.28%) VB.NET
Qualifications
1 133 (18.92%) Degree
2 38 (5.41%) PhD
3 7 (1.00%) ITIL Certification
4 6 (0.85%) PRINCE2 Certification
5 5 (0.71%) PRINCE2 Practitioner
6 4 (0.57%) MBA
6 4 (0.57%) MCSE
6 4 (0.57%) Microsoft Certification
7 3 (0.43%) MCP
7 3 (0.43%) Security Cleared
8 2 (0.28%) CISA
8 2 (0.28%) CISM
8 2 (0.28%) CISSP
8 2 (0.28%) PMI Certification
9 1 (0.14%) ACCA
9 1 (0.14%) CFA
9 1 (0.14%) Dell Certification
9 1 (0.14%) HND
9 1 (0.14%) PMP
9 1 (0.14%) Postgraduate
Quality Assurance & Compliance
1 57 (8.11%) QA
2 44 (6.26%) Data Quality
3 9 (1.28%) SLA
4 7 (1.00%) MiFID
4 7 (1.00%) Solvency II
5 6 (0.85%) FATCA
6 2 (0.28%) COREP
7 1 (0.14%) Actionable Recommendations
7 1 (0.14%) CRD IV
7 1 (0.14%) EMIR
7 1 (0.14%) PCI DSS
7 1 (0.14%) SDET
System Software
1 15 (2.13%) VMware Infrastructure
2 12 (1.71%) Docker
3 7 (1.00%) KVM
3 7 (1.00%) Xen
4 6 (0.85%) Hyper-V
4 6 (0.85%) oVirt
4 6 (0.85%) Postfix
5 5 (0.71%) XenServer
6 3 (0.43%) Active Directory
6 3 (0.43%) Apache Flume
6 3 (0.43%) Apache ZooKeeper
6 3 (0.43%) HDFS
7 1 (0.14%) GPFS
7 1 (0.14%) Microsoft Virtual Server
7 1 (0.14%) NFS
7 1 (0.14%) Samba
7 1 (0.14%) Virtual Machines
7 1 (0.14%) Virtual Servers
Systems Management
1 22 (3.13%) Control-M
2 12 (1.71%) Puppet
3 9 (1.28%) HP Quality Center
4 8 (1.14%) Opscode Chef
5 7 (1.00%) Nagios
6 6 (0.85%) Munin
7 4 (0.57%) Ansible
8 2 (0.28%) Ambari
8 2 (0.28%) Packer
8 2 (0.28%) Salt
9 1 (0.14%) EnCase
9 1 (0.14%) Hadoop YARN
9 1 (0.14%) logstash
9 1 (0.14%) Oozie
9 1 (0.14%) OpenView
9 1 (0.14%) SCOrch
Vendors
1 101 (14.37%) Tableau
2 77 (10.95%) Microsoft
3 70 (9.96%) Oracle
4 60 (8.53%) Google
5 40 (5.69%) Informatica
6 19 (2.70%) SAP
7 18 (2.56%) IBM
7 18 (2.56%) Teradata
7 18 (2.56%) VMware
8 16 (2.28%) Cognos
9 13 (1.85%) Alteryx
9 13 (1.85%) Citrix
9 13 (1.85%) Facebook
10 11 (1.56%) Cloudera
10 11 (1.56%) Salesforce.com
10 11 (1.56%) Siebel
11 10 (1.42%) Hortonworks
11 10 (1.42%) MicroStrategy
12 9 (1.28%) Red Hat
12 9 (1.28%) Talend
City, London
Venturi
Salary: £45000 - £55000 per annum
Posted: 3 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 20 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: 22 hours ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: Yesterday
City, London
IT Lab
Salary: From £35,000 to £45,000 per annum dependent on experience
Posted: 52 minutes ago
City, London
Empiric.com
Salary: From £50,000 to £60,000 per annum + Bonus (15%) + Benefits
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £80000 - £100000 per annum + benefits & bonus
Posted: 5 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £80000 - £100000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £100,000 + Car allowance + Bonus
Posted: Yesterday
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 4 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 6 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £55,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
onezeero.
Salary: £50000 - £55000 per annum + Benefits
Posted: 5 days ago
City, London
Harrington Starr
Salary: £60000 - £75000 per annum + Benefits + Bonus
Posted: 4 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 5 days ago
City, London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 4 days ago
City, London
TEKsystems
Salary: Negotioable, based on experience
Posted: 4 days ago
City, London
McGregor Boyall
Salary: £85000 - £100000 per annum + Benefits
Posted: 4 days ago
City, London
Venturi
Posted: 6 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £65,000 (depending on years of experience)
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, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: 6 days ago
City, London
Spring Technology
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £60,000
Posted: 19 hours ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 13 days ago