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

3 months to
31 May 2016
Same period 2015 Same period 2014
Analytics
Rank 46 34 51
Rank change year-on-year
-12 +17
Permanent jobs citing Analytics 349 585 627
As % of all permanent IT jobs located in the City of London 5.36% 5.86% 4.86%
As % of the Processes & Methodologies category 5.95% 6.66% 5.66%
Number of salaries quoted 326 470 473
Median salary £60,000 £55,000 £60,000
Median salary % change year-on-year
+9.09% -8.33%
90% offered a salary of more than £43,250 £33,400 £34,000
10% offered a salary of more than £96,250 £90,000 £89,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
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
5870 8781 11077
As % of all permanent IT jobs located in the City of London 90.18% 87.98% 85.91%
Number of salaries quoted 5365 7458 9262
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 £38,500 £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%

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 31 May 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 31 May 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.

1 289 (36.68%) Finance
2 275 (34.90%) SQL
3 239 (30.33%) Business Intelligence
4 186 (23.60%) Data Analytics
5 183 (23.22%) Analytical Skills
6 159 (20.18%) Visualisation
7 158 (20.05%) Degree
8 155 (19.67%) Big Data
9 143 (18.15%) Data Warehouse
10 135 (17.13%) Marketing
11 133 (16.88%) Agile Software Development
12 129 (16.37%) Java
13 127 (16.12%) Python
14 119 (15.10%) Hadoop
15 116 (14.72%) ETL
16 115 (14.59%) SQL Server
17 111 (14.09%) JavaScript
18 110 (13.96%) R
19 99 (12.56%) Tableau
20 92 (11.68%) Microsoft
20 92 (11.68%) Computer Science
21 91 (11.55%) Banking
22 87 (11.04%) Mathematics
23 85 (10.79%) QlikView
24 83 (10.53%) Oracle
25 72 (9.14%) Retail
26 71 (9.01%) SAS
26 71 (9.01%) SDLC
27 69 (8.76%) SQL Server Integration Services
28 67 (8.50%) C++

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 (9.01%) SAS
2 54 (6.85%) Apache Spark
3 25 (3.17%) Apache
4 19 (2.41%) CMS
5 18 (2.28%) SharePoint
6 14 (1.78%) Elasticsearch
7 12 (1.52%) Node.js
8 11 (1.40%) Apache Pig
9 5 (0.63%) Commerce Server
10 3 (0.38%) ArcGIS
10 3 (0.38%) Drupal
10 3 (0.38%) IPython
10 3 (0.38%) Jupyter
11 2 (0.25%) Exchange Server 2010
11 2 (0.25%) Exchange Server 2013
11 2 (0.25%) MS Exchange
11 2 (0.25%) nginx
11 2 (0.25%) Tomcat
11 2 (0.25%) WebSphere
12 1 (0.13%) SugarCRM
Applications
1 67 (8.50%) MS Excel
2 28 (3.55%) MS Office
3 25 (3.17%) SPSS
4 18 (2.28%) Photoshop
5 16 (2.03%) MS Visio
6 9 (1.14%) MS PowerPoint
7 7 (0.89%) MS Project
8 4 (0.51%) EViews
8 4 (0.51%) Mathematica
8 4 (0.51%) Spreadsheet
9 3 (0.38%) Adobe Illustrator
9 3 (0.38%) GNU Octave
10 2 (0.25%) Stata
11 1 (0.13%) OmniGraffle
11 1 (0.13%) S-PLUS
11 1 (0.13%) Weka
Business Applications
1 19 (2.41%) Siebel Analytics
2 7 (0.89%) Adobe Campaign
2 7 (0.89%) FastStats
2 7 (0.89%) Unica
3 4 (0.51%) Dynamics AX
3 4 (0.51%) Eloqua
4 2 (0.25%) Dynamics CRM
4 2 (0.25%) ION MarketView
4 2 (0.25%) WebTrends
5 1 (0.13%) Advent Portfolio Exchange
5 1 (0.13%) Maximo
5 1 (0.13%) Oracle BPM
5 1 (0.13%) SAP ERP
Cloud Services
1 50 (6.35%) Google Analytics
2 37 (4.70%) Amazon AWS
3 27 (3.43%) Microsoft Azure
4 23 (2.92%) SaaS
5 11 (1.40%) Amazon Kinesis
6 10 (1.27%) Cloud Computing
7 6 (0.76%) Google Cloud Platform
8 5 (0.63%) AdWords
9 4 (0.51%) Adobe Analytics
10 3 (0.38%) Amazon EC2
10 3 (0.38%) Amazon EMR
10 3 (0.38%) AWS Elastic Beanstalk
10 3 (0.38%) GitHub
10 3 (0.38%) Google Tag Manager
11 2 (0.25%) Amazon S3
11 2 (0.25%) Google Play
12 1 (0.13%) AWS Lambda
12 1 (0.13%) Office 365
12 1 (0.13%) PaaS
Communications & Networking
1 27 (3.43%) Network Security
2 19 (2.41%) Broadband
2 19 (2.41%) Internet
3 8 (1.02%) DNS
3 8 (1.02%) SAN
4 7 (0.89%) SMS
5 6 (0.76%) HTTP
5 6 (0.76%) LAN
6 5 (0.63%) Firewall
6 5 (0.63%) MRTG
6 5 (0.63%) VLAN
6 5 (0.63%) WAN
7 3 (0.38%) ATM
7 3 (0.38%) LDAP
7 3 (0.38%) TCP/IP
7 3 (0.38%) Unified Communications
8 1 (0.13%) DHCP
8 1 (0.13%) Ethernet
8 1 (0.13%) SMTP
8 1 (0.13%) VPN
Database & Business Intelligence
1 155 (19.67%) Big Data
2 143 (18.15%) Data Warehouse
3 119 (15.10%) Hadoop
4 115 (14.59%) SQL Server
5 85 (10.79%) QlikView
6 69 (8.76%) SQL Server Integration Services
7 60 (7.61%) SQL Server Reporting Services
8 55 (6.98%) SQL Server Analysis Services
9 39 (4.95%) BusinessObjects
9 39 (4.95%) Data Mining
10 38 (4.82%) MongoDB
11 33 (4.19%) Relational Database
12 30 (3.81%) NoSQL
13 27 (3.43%) Apache Cassandra
13 27 (3.43%) Apache Hive
14 26 (3.30%) MySQL
15 25 (3.17%) Crystal Reports
15 25 (3.17%) HBase
15 25 (3.17%) OLAP
16 24 (3.05%) Oracle BI EE
Development Applications
1 19 (2.41%) VSS/SourceSafe
2 16 (2.03%) Talend Open Studio
3 14 (1.78%) Karma Test Runner
4 11 (1.40%) Balsamiq Mockups
4 11 (1.40%) Bower
4 11 (1.40%) Git (software)
4 11 (1.40%) Grunt
4 11 (1.40%) Jasmine
5 9 (1.14%) Jenkins
5 9 (1.14%) JIRA
6 7 (0.89%) Appium
6 7 (0.89%) Axure RP
6 7 (0.89%) Calabash
6 7 (0.89%) Vagrant
7 6 (0.76%) Eclipse
7 6 (0.76%) TeamCity
8 3 (0.38%) Selenium
9 2 (0.25%) JConsole
9 2 (0.25%) Oracle APEX
9 2 (0.25%) Visual Studio
General
1 289 (36.68%) Finance
2 135 (17.13%) Marketing
3 91 (11.55%) Banking
4 72 (9.14%) Retail
5 51 (6.47%) Telecoms
6 37 (4.70%) Investment Banking
7 36 (4.57%) Advertising
8 30 (3.81%) Legal
9 27 (3.43%) Law
10 22 (2.79%) Front Office
11 20 (2.54%) Games
12 10 (1.27%) Publishing
13 6 (0.76%) Automotive
13 6 (0.76%) Spanish Language
14 4 (0.51%) Billing
14 4 (0.51%) Financial Institution
14 4 (0.51%) German Language
14 4 (0.51%) Manufacturing
15 3 (0.38%) French Language
15 3 (0.38%) Pharmaceutical
Job Titles
1 201 (25.51%) Developer
2 120 (15.23%) Analyst
3 67 (8.50%) Architect
4 66 (8.38%) Senior Developer
5 64 (8.12%) Consultant
6 37 (4.70%) Business Analyst
6 37 (4.70%) Data Scientist
7 35 (4.44%) Data Analyst
8 27 (3.43%) Analytics Consultant
8 27 (3.43%) Java Developer
8 27 (3.43%) SSIS Developer
9 26 (3.30%) Business Intelligence Developer
9 26 (3.30%) Project Manager
10 25 (3.17%) SSAS Developer
11 23 (2.92%) Big Data Developer
11 23 (2.92%) Data Manager
11 23 (2.92%) Solutions Architect
11 23 (2.92%) SQL Analyst
12 22 (2.79%) Database Developer
12 22 (2.79%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 61 (7.74%) HTML
2 45 (5.71%) .NET
3 44 (5.58%) CSS
4 38 (4.82%) AngularJS
5 33 (4.19%) D3.js
6 32 (4.06%) Web Services
7 30 (3.81%) XML
8 24 (3.05%) Middleware
9 23 (2.92%) HTML5
9 23 (2.92%) MDX
10 21 (2.66%) Spring
11 19 (2.41%) Hibernate
12 16 (2.03%) jQuery
13 14 (1.78%) JDBC
14 13 (1.65%) SOAP
15 11 (1.40%) REST
16 10 (1.27%) JSON
17 8 (1.02%) Django
17 8 (1.02%) Kafka
17 8 (1.02%) Pyramid
Miscellaneous
1 183 (23.22%) Analytical Skills
2 159 (20.18%) Visualisation
3 92 (11.68%) Computer Science
4 87 (11.04%) Mathematics
5 63 (7.99%) Management Information System
6 55 (6.98%) Statistics
7 51 (6.47%) User Experience
8 43 (5.46%) Equities
9 41 (5.20%) Derivative
10 34 (4.31%) Algorithms
10 34 (4.31%) Social Media
11 33 (4.19%) Fixed Income
12 32 (4.06%) Fintech
13 25 (3.17%) Foreign Exchange (FX)
14 20 (2.54%) Data Structures
14 20 (2.54%) Digital Media
14 20 (2.54%) Mobile App
15 19 (2.41%) Psychology
16 18 (2.28%) Physics
17 17 (2.16%) FMCG
Operating Systems
1 43 (5.46%) Linux
2 30 (3.81%) Unix
3 25 (3.17%) Windows
4 14 (1.78%) Android
5 13 (1.65%) Apple iOS
6 5 (0.63%) CentOS
6 5 (0.63%) FreeBSD
6 5 (0.63%) Red Hat Enterprise Linux
7 4 (0.51%) Windows Server
8 3 (0.38%) Solaris
9 2 (0.25%) Windows 10
9 2 (0.25%) Windows 7
10 1 (0.13%) AIX
10 1 (0.13%) Windows Server 2003
10 1 (0.13%) Windows Server 2008
10 1 (0.13%) Windows Vista
10 1 (0.13%) Windows XP
Processes & Methodologies
1 239 (30.33%) Business Intelligence
2 186 (23.60%) Data Analytics
3 133 (16.88%) Agile Software Development
4 116 (14.72%) ETL
5 71 (9.01%) SDLC
6 65 (8.25%) Data Visualisation
7 64 (8.12%) Data Management
8 57 (7.23%) Change Management
8 57 (7.23%) Machine Learning
9 56 (7.11%) Stakeholder Management
10 55 (6.98%) CRM
11 54 (6.85%) Data Modelling
12 53 (6.73%) E-Commerce
13 52 (6.60%) Data Analysis
14 48 (6.09%) Project Management
15 46 (5.84%) Web Analytics
16 43 (5.46%) Stakeholder Engagement
17 41 (5.20%) Software Engineering
17 41 (5.20%) Web Development
18 40 (5.08%) Open Source
Programming Languages
1 275 (34.90%) SQL
2 129 (16.37%) Java
3 127 (16.12%) Python
4 111 (14.09%) JavaScript
5 110 (13.96%) R
6 67 (8.50%) C++
7 47 (5.96%) MATLAB
8 45 (5.71%) C#
9 35 (4.44%) VBA
10 32 (4.06%) Perl
11 29 (3.68%) Scala
12 26 (3.30%) C
13 25 (3.17%) PHP
14 24 (3.05%) Ruby
15 23 (2.92%) T-SQL
16 22 (2.79%) PL/SQL
17 20 (2.54%) VB
18 16 (2.03%) VBScript
19 9 (1.14%) Objective-C
20 6 (0.76%) Shell Script
Qualifications
1 158 (20.05%) Degree
2 51 (6.47%) PhD
3 11 (1.40%) CISSP
4 9 (1.14%) ITIL Certification
5 7 (0.89%) CISA
5 7 (0.89%) CISM
6 6 (0.76%) CRISC
6 6 (0.76%) MBA
6 6 (0.76%) PRINCE2 Certification
6 6 (0.76%) Security Cleared
7 4 (0.51%) CESG Certified Professional
7 4 (0.51%) ISEB
8 3 (0.38%) MCP
8 3 (0.38%) MCSE
8 3 (0.38%) Microsoft Certification
8 3 (0.38%) Postgraduate
8 3 (0.38%) PRINCE2 Practitioner
8 3 (0.38%) SC Cleared
9 2 (0.25%) ACCA
10 1 (0.13%) GIAC
Quality Assurance & Compliance
1 56 (7.11%) QA
2 51 (6.47%) Data Quality
3 9 (1.14%) MiFID
3 9 (1.14%) SLA
4 6 (0.76%) EMIR
4 6 (0.76%) Solvency II
5 5 (0.63%) CRD IV
6 3 (0.38%) FATCA
6 3 (0.38%) WCAG
7 2 (0.25%) HL7
8 1 (0.13%) COREP
8 1 (0.13%) Dodd-Frank
8 1 (0.13%) Government Security Classifications
System Software
1 16 (2.03%) VMware Infrastructure
2 10 (1.27%) HDFS
3 9 (1.14%) Docker
4 7 (0.89%) KVM
4 7 (0.89%) Xen
5 5 (0.63%) Hyper-V
5 5 (0.63%) oVirt
5 5 (0.63%) Postfix
5 5 (0.63%) XenServer
6 4 (0.51%) Apache Flume
7 2 (0.25%) Active Directory
7 2 (0.25%) NFS
7 2 (0.25%) Samba
8 1 (0.13%) Apache ZooKeeper
Systems Management
1 19 (2.41%) HP Quality Center
2 18 (2.28%) Control-M
3 12 (1.52%) Puppet
4 8 (1.02%) Nagios
5 7 (0.89%) Opscode Chef
6 5 (0.63%) Ambari
6 5 (0.63%) Munin
6 5 (0.63%) Packer
7 4 (0.51%) Ansible
8 3 (0.38%) Hadoop YARN
8 3 (0.38%) TeamSite
9 2 (0.25%) Mesos
9 2 (0.25%) Oozie
10 1 (0.13%) EMC NetWorker
10 1 (0.13%) Grafana
10 1 (0.13%) Kibana
10 1 (0.13%) logstash
10 1 (0.13%) OpenView
10 1 (0.13%) StatsD
Vendors
1 99 (12.56%) Tableau
2 92 (11.68%) Microsoft
3 83 (10.53%) Oracle
4 64 (8.12%) Google
5 36 (4.57%) Informatica
6 22 (2.79%) Adobe
6 22 (2.79%) SAP
7 20 (2.54%) IBM
7 20 (2.54%) Teradata
7 20 (2.54%) VMware
8 19 (2.41%) Alteryx
8 19 (2.41%) Siebel
9 18 (2.28%) Facebook
10 17 (2.16%) Omniture
11 16 (2.03%) Talend
12 15 (1.90%) Cognos
12 15 (1.90%) Salesforce.com
13 13 (1.65%) Cloudera
14 12 (1.52%) Apple
14 12 (1.52%) Hortonworks
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 7 hours ago
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: 9 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 and strong package
Posted: 13 hours ago
City, London
Harrington Starr
Salary: £65000 - £70000 per annum + Benefits + Bonus
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 and Competitive Package
Posted: 13 hours ago
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £45k - £65k plus attractive benefits
Posted: 4 hours ago
City, London
Energon People
Salary: £60000.00 - £70000.00 per annum + benefits + bonus
Posted: 4 hours ago
City, London
Harrington Starr
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £30,000 - £50,000
Posted: 5 hours ago
City, London
Harvey Nash plc
Salary: £65000 - £80000 per annum
Posted: 9 hours ago
City, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: Yesterday
City, London
Stratospherec
Salary: From £65,000 to £80,000 per annum excellent Benefits & Bonus package
Posted: 2 days ago
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 4 days ago
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 4 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 4 days ago
City, London
Twenty Recruitment Group
Salary: From £65,000 to £80,000 per annum + Benefite & Bonus
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £30000 - £35000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City, London
Stratospherec
Salary: From £60,000 to £75,000 per annum excellent Benefits & Bonus package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £60,000, plus a very attractive bonus
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40k - £60k plus performance bonus + pension + healthcare and more.
Posted: 6 days ago
City, London
Oscar
Salary: £75000 - £90000 per annum + Car, 20% Bonus, Bupa, Life
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 6 days ago