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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Analytics
Rank 52 31 39
Rank change year-on-year
-21 +8
Permanent jobs citing Analytics 314 635 700
As % of all permanent IT jobs located in the City of London 4.94% 6.14% 5.45%
As % of the Processes & Methodologies category 5.51% 7.00% 6.32%
Number of salaries quoted 291 500 528
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 £40,000 £35,000 £34,000
10% offered a salary of more than £90,000 £90,000 £87,500
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
5694 9072 11081
As % of all permanent IT jobs located in the City of London 89.67% 87.78% 86.23%
Number of salaries quoted 5189 7751 9245
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £41,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £81,000
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 29 June 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 29 June 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.

1 273 (35.64%) SQL
2 261 (34.07%) Finance
3 239 (31.20%) Business Intelligence
4 195 (25.46%) Data Analytics
5 165 (21.54%) Analytical Skills
6 158 (20.63%) Degree
7 155 (20.23%) Big Data
8 142 (18.54%) Visualisation
9 140 (18.28%) Marketing
10 137 (17.89%) Data Warehouse
11 133 (17.36%) Agile Software Development
12 124 (16.19%) Java
13 120 (15.67%) Python
14 113 (14.75%) ETL
14 113 (14.75%) Hadoop
15 111 (14.49%) SQL Server
16 109 (14.23%) JavaScript
17 103 (13.45%) R
18 98 (12.79%) Tableau
19 90 (11.75%) Computer Science
19 90 (11.75%) Microsoft
20 86 (11.23%) Oracle
21 85 (11.10%) Mathematics
22 83 (10.84%) QlikView
23 78 (10.18%) Banking
24 76 (9.92%) Retail
25 74 (9.66%) SAS
26 69 (9.01%) SDLC
27 68 (8.88%) Stakeholder Management
28 66 (8.62%) SQL Server Integration Services

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 74 (9.66%) SAS
2 51 (6.66%) Apache Spark
3 26 (3.39%) Apache
4 20 (2.61%) SharePoint
5 18 (2.35%) Elasticsearch
6 16 (2.09%) CMS
7 12 (1.57%) Apache Pig
8 5 (0.65%) Commerce Server
8 5 (0.65%) Confluence
9 4 (0.52%) ArcGIS
10 3 (0.39%) Drupal
10 3 (0.39%) Exchange Server 2010
10 3 (0.39%) Exchange Server 2013
10 3 (0.39%) IPython
10 3 (0.39%) Jupyter
10 3 (0.39%) MS Exchange
11 2 (0.26%) nginx
11 2 (0.26%) Oracle SOA Suite
11 2 (0.26%) Tomcat
11 2 (0.26%) WebSphere
Applications
1 59 (7.70%) MS Excel
2 27 (3.52%) MS Office
3 26 (3.39%) SPSS
4 14 (1.83%) MS Visio
5 12 (1.57%) Photoshop
6 8 (1.04%) MS PowerPoint
6 8 (1.04%) MS Project
7 4 (0.52%) EViews
7 4 (0.52%) Mathematica
7 4 (0.52%) Spreadsheet
8 2 (0.26%) Adobe Illustrator
8 2 (0.26%) Stata
9 1 (0.13%) GNU Octave
9 1 (0.13%) OmniGraffle
9 1 (0.13%) S-PLUS
9 1 (0.13%) Weka
Business Applications
1 16 (2.09%) Siebel Analytics
2 7 (0.91%) Adobe Campaign
2 7 (0.91%) FastStats
2 7 (0.91%) Unica
3 4 (0.52%) Dynamics AX
3 4 (0.52%) Eloqua
4 2 (0.26%) Dynamics CRM
4 2 (0.26%) ION MarketView
4 2 (0.26%) Oracle BPM
4 2 (0.26%) WebTrends
5 1 (0.13%) Maximo
5 1 (0.13%) Oracle Payables
5 1 (0.13%) Oracle Procure-to-Pay
5 1 (0.13%) Oracle Receivables
5 1 (0.13%) Relativity
5 1 (0.13%) SAP ERP
Cloud Services
1 50 (6.53%) Google Analytics
2 42 (5.48%) Amazon AWS
3 28 (3.66%) Microsoft Azure
4 27 (3.52%) SaaS
5 10 (1.31%) Amazon Kinesis
5 10 (1.31%) Cloud Computing
6 5 (0.65%) AdWords
6 5 (0.65%) Google Cloud Platform
7 4 (0.52%) Amazon EC2
7 4 (0.52%) GitHub
7 4 (0.52%) Google Tag Manager
8 3 (0.39%) Adobe Analytics
8 3 (0.39%) Amazon EMR
8 3 (0.39%) AWS Elastic Beanstalk
9 2 (0.26%) Amazon S3
9 2 (0.26%) Google Play
10 1 (0.13%) AWS Lambda
10 1 (0.13%) Force.com
10 1 (0.13%) PaaS
Communications & Networking
1 24 (3.13%) Network Security
2 21 (2.74%) Internet
3 15 (1.96%) Broadband
4 9 (1.17%) DNS
4 9 (1.17%) SMS
5 8 (1.04%) SAN
6 6 (0.78%) HTTP
6 6 (0.78%) LAN
6 6 (0.78%) MRTG
7 5 (0.65%) ATM
7 5 (0.65%) Firewall
7 5 (0.65%) VLAN
7 5 (0.65%) WAN
8 4 (0.52%) Unified Communications
9 3 (0.39%) LDAP
9 3 (0.39%) TCP/IP
10 1 (0.13%) DHCP
10 1 (0.13%) Ethernet
10 1 (0.13%) SMTP
10 1 (0.13%) VPN
Database & Business Intelligence
1 155 (20.23%) Big Data
2 137 (17.89%) Data Warehouse
3 113 (14.75%) Hadoop
4 111 (14.49%) SQL Server
5 83 (10.84%) QlikView
6 66 (8.62%) SQL Server Integration Services
7 58 (7.57%) SQL Server Reporting Services
8 50 (6.53%) SQL Server Analysis Services
9 41 (5.35%) BusinessObjects
9 41 (5.35%) MongoDB
9 41 (5.35%) Relational Database
10 38 (4.96%) Data Mining
11 31 (4.05%) Apache Hive
12 29 (3.79%) MySQL
13 27 (3.52%) OLAP
14 26 (3.39%) Apache Cassandra
14 26 (3.39%) NoSQL
15 23 (3.00%) Oracle BI EE
16 22 (2.87%) Crystal Reports
17 21 (2.74%) BusinessObjects Web Intelligence
Development Applications
1 14 (1.83%) JIRA
1 14 (1.83%) VSS/SourceSafe
2 13 (1.70%) Git (software)
2 13 (1.70%) Talend Open Studio
3 9 (1.17%) Karma Test Runner
4 8 (1.04%) Jenkins
5 7 (0.91%) Axure RP
5 7 (0.91%) Bower
5 7 (0.91%) Grunt
5 7 (0.91%) Vagrant
6 6 (0.78%) Appium
6 6 (0.78%) Balsamiq Mockups
6 6 (0.78%) Calabash
6 6 (0.78%) Eclipse
6 6 (0.78%) Jasmine
6 6 (0.78%) TeamCity
7 4 (0.52%) Selenium
8 3 (0.39%) Atlassian Bamboo
8 3 (0.39%) CircleCI
9 2 (0.26%) Visual Website Optimizer
General
1 261 (34.07%) Finance
2 140 (18.28%) Marketing
3 78 (10.18%) Banking
4 76 (9.92%) Retail
5 48 (6.27%) Telecoms
6 40 (5.22%) Advertising
7 30 (3.92%) Legal
8 26 (3.39%) Investment Banking
8 26 (3.39%) Law
9 22 (2.87%) Games
10 20 (2.61%) Front Office
11 9 (1.17%) Publishing
12 6 (0.78%) Automotive
12 6 (0.78%) Spanish Language
13 5 (0.65%) Financial Institution
14 4 (0.52%) German Language
15 3 (0.39%) Back Office
15 3 (0.39%) French Language
15 3 (0.39%) Local Government
15 3 (0.39%) Manufacturing
Job Titles
1 174 (22.72%) Developer
2 127 (16.58%) Analyst
3 67 (8.75%) Consultant
4 63 (8.22%) Architect
5 50 (6.53%) Senior Developer
6 37 (4.83%) Business Analyst
7 34 (4.44%) Data Analyst
8 30 (3.92%) Data Scientist
9 29 (3.79%) Analytics Consultant
10 26 (3.39%) Java Developer
11 25 (3.26%) Data Manager
11 25 (3.26%) Project Manager
12 24 (3.13%) Business Intelligence Developer
12 24 (3.13%) Solutions Architect
13 22 (2.87%) Business Intelligence Analyst
13 22 (2.87%) SQL Analyst
13 22 (2.87%) SSIS Developer
14 21 (2.74%) Software Developer
15 20 (2.61%) Designer
16 19 (2.48%) UX Designer
Libraries, Frameworks & Software Standards
1 62 (8.09%) HTML
2 47 (6.14%) CSS
3 42 (5.48%) .NET
4 34 (4.44%) AngularJS
5 29 (3.79%) Web Services
6 26 (3.39%) D3.js
6 26 (3.39%) XML
7 24 (3.13%) HTML5
8 23 (3.00%) MDX
9 19 (2.48%) jQuery
9 19 (2.48%) Middleware
10 16 (2.09%) Spring
11 13 (1.70%) Hibernate
11 13 (1.70%) Node.js
12 12 (1.57%) SOAP
13 11 (1.44%) Flash
13 11 (1.44%) JDBC
13 11 (1.44%) REST
14 9 (1.17%) JSON
14 9 (1.17%) scikit-learn
Miscellaneous
1 165 (21.54%) Analytical Skills
2 142 (18.54%) Visualisation
3 90 (11.75%) Computer Science
4 85 (11.10%) Mathematics
5 62 (8.09%) Statistics
6 60 (7.83%) Management Information System
7 51 (6.66%) User Experience
8 37 (4.83%) Social Media
9 36 (4.70%) Algorithms
10 35 (4.57%) Derivative
10 35 (4.57%) Equities
11 30 (3.92%) Fixed Income
12 26 (3.39%) Fintech
13 24 (3.13%) Mobile App
14 21 (2.74%) Digital Media
15 19 (2.48%) Data Structures
15 19 (2.48%) Foreign Exchange (FX)
15 19 (2.48%) Psychology
16 17 (2.22%) FMCG
17 16 (2.09%) Data Integration
Operating Systems
1 43 (5.61%) Linux
2 33 (4.31%) Unix
3 29 (3.79%) Windows
4 13 (1.70%) Android
5 12 (1.57%) Apple iOS
6 7 (0.91%) CentOS
7 6 (0.78%) FreeBSD
7 6 (0.78%) Red Hat Enterprise Linux
8 4 (0.52%) Windows Server
9 3 (0.39%) Windows 10
10 2 (0.26%) Solaris
10 2 (0.26%) Windows 7
11 1 (0.13%) AIX
11 1 (0.13%) Windows Server 2003
11 1 (0.13%) Windows Server 2008
11 1 (0.13%) Windows Vista
11 1 (0.13%) Windows XP
Processes & Methodologies
1 239 (31.20%) Business Intelligence
2 195 (25.46%) Data Analytics
3 133 (17.36%) Agile Software Development
4 113 (14.75%) ETL
5 69 (9.01%) SDLC
6 68 (8.88%) Stakeholder Management
7 62 (8.09%) Data Modelling
8 61 (7.96%) Data Management
9 59 (7.70%) Data Visualisation
10 56 (7.31%) E-Commerce
11 55 (7.18%) Change Management
12 54 (7.05%) CRM
12 54 (7.05%) Machine Learning
13 53 (6.92%) Project Management
14 50 (6.53%) Data Analysis
15 48 (6.27%) Web Analytics
16 43 (5.61%) Software Engineering
16 43 (5.61%) Web Development
17 42 (5.48%) Information Management
18 40 (5.22%) Stakeholder Engagement
Programming Languages
1 273 (35.64%) SQL
2 124 (16.19%) Java
3 120 (15.67%) Python
4 109 (14.23%) JavaScript
5 103 (13.45%) R
6 54 (7.05%) C++
7 44 (5.74%) MATLAB
8 42 (5.48%) C#
9 37 (4.83%) VBA
10 32 (4.18%) Perl
11 30 (3.92%) Scala
12 28 (3.66%) PHP
13 26 (3.39%) PL/SQL
14 24 (3.13%) C
14 24 (3.13%) T-SQL
15 20 (2.61%) Ruby
16 17 (2.22%) VB
17 13 (1.70%) VBScript
18 7 (0.91%) Objective-C
19 5 (0.65%) Shell Script
Qualifications
1 158 (20.63%) Degree
2 49 (6.40%) PhD
3 9 (1.17%) ITIL Certification
4 7 (0.91%) CISSP
5 6 (0.78%) MBA
5 6 (0.78%) PRINCE2 Certification
6 5 (0.65%) CISA
6 5 (0.65%) CISM
6 5 (0.65%) Security Cleared
7 4 (0.52%) CRISC
7 4 (0.52%) PRINCE2 Practitioner
8 3 (0.39%) ISEB
8 3 (0.39%) MCP
8 3 (0.39%) MCSE
8 3 (0.39%) Microsoft Certification
8 3 (0.39%) Postgraduate
8 3 (0.39%) SC Cleared
9 2 (0.26%) CESG Certified Professional
10 1 (0.13%) HND
10 1 (0.13%) PMP
Quality Assurance & Compliance
1 59 (7.70%) Data Quality
2 58 (7.57%) QA
3 10 (1.31%) MiFID
4 9 (1.17%) SLA
5 6 (0.78%) EMIR
5 6 (0.78%) Solvency II
6 5 (0.65%) CRD IV
7 4 (0.52%) FATCA
8 3 (0.39%) WCAG
9 2 (0.26%) COREP
9 2 (0.26%) HL7
10 1 (0.13%) Dodd-Frank
10 1 (0.13%) PCI DSS
System Software
1 17 (2.22%) VMware Infrastructure
2 9 (1.17%) Docker
3 8 (1.04%) HDFS
3 8 (1.04%) KVM
3 8 (1.04%) Xen
4 6 (0.78%) oVirt
4 6 (0.78%) Postfix
5 5 (0.65%) Apache Flume
5 5 (0.65%) Hyper-V
5 5 (0.65%) XenServer
6 2 (0.26%) Active Directory
6 2 (0.26%) NFS
6 2 (0.26%) Samba
7 1 (0.13%) Apache ZooKeeper
7 1 (0.13%) GPFS
Systems Management
1 16 (2.09%) Control-M
2 14 (1.83%) HP Quality Center
3 13 (1.70%) Puppet
4 9 (1.17%) Nagios
5 8 (1.04%) Opscode Chef
6 6 (0.78%) Munin
7 5 (0.65%) Packer
8 4 (0.52%) Ansible
9 3 (0.39%) Ambari
9 3 (0.39%) Hadoop YARN
9 3 (0.39%) TeamSite
10 2 (0.26%) logstash
10 2 (0.26%) Mesos
10 2 (0.26%) Oozie
11 1 (0.13%) EMC NetWorker
11 1 (0.13%) EnCase
11 1 (0.13%) Grafana
11 1 (0.13%) Kibana
11 1 (0.13%) OpenView
11 1 (0.13%) StatsD
Vendors
1 98 (12.79%) Tableau
2 90 (11.75%) Microsoft
3 86 (11.23%) Oracle
4 63 (8.22%) Google
5 39 (5.09%) Informatica
6 23 (3.00%) SAP
7 22 (2.87%) Teradata
8 21 (2.74%) VMware
9 20 (2.61%) IBM
10 19 (2.48%) Adobe
10 19 (2.48%) Alteryx
10 19 (2.48%) Facebook
11 16 (2.09%) Omniture
11 16 (2.09%) Siebel
12 15 (1.96%) Cognos
12 15 (1.96%) Salesforce.com
13 13 (1.70%) Cloudera
13 13 (1.70%) Hortonworks
13 13 (1.70%) Talend
14 12 (1.57%) Citrix
City, London
Quant Capital
Salary: Up to £60,000 per annum Bonus Medical Pension
Posted: 3 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: Yesterday
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 18 hours ago
City, London
Empiric.com
Salary: From £50,000 to £60,000 per annum + Bonus (15%) + Benefits
Posted: 20 hours ago
City, London
Oxbridge Answers
Salary: 35000 - 40000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: Yesterday
City, London
Searchability
Salary: £25000 - £30000 per annum + benefits
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 20 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: Yesterday
City, London
Asset Resourcing Ltd
Salary: £100000 - £120000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £110000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45k - £60k plus attractive benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000-£53,000 depending on experience.
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: Yesterday
City, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: 5 days ago
City, London
Digital Gurus
Salary: £55000 - £85000 Per Annum Benefits
Posted: 4 days ago
City, London
Twenty Recruitment Group
Salary: From £35,000 to £40,000 per annum
Posted: 6 days ago