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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 49 28 37
Rank change year-on-year
-21 +9
Permanent jobs citing Analytics 314 694 707
As % of all permanent IT jobs located in the City of London 5.01% 6.61% 5.70%
As % of the Processes & Methodologies category 5.59% 7.55% 6.62%
Number of salaries quoted 281 553 513
Median salary £61,500 £55,000 £60,000
Median salary % change year-on-year
+11.81% -8.33%
90% offered a salary of more than £40,000 £35,000 £33,500
10% offered a salary of more than £90,000 £89,000 £85,000
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
5615 9196 10674
As % of all permanent IT jobs located in the City of London 89.67% 87.64% 86.11%
Number of salaries quoted 5114 7858 8794
Median salary £60,000 £60,000 £55,500
Median salary % change year-on-year
- +8.10%
90% offered a salary of more than £42,500 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 30 July 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 30 July 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.

1 254 (35.62%) SQL
2 230 (32.26%) Finance
3 225 (31.56%) Business Intelligence
4 205 (28.75%) Data Analytics
5 148 (20.76%) Big Data
6 146 (20.48%) Degree
7 145 (20.34%) Analytical Skills
8 137 (19.21%) Visualisation
9 136 (19.07%) Agile Software Development
10 129 (18.09%) Marketing
11 125 (17.53%) Data Warehouse
12 117 (16.41%) Java
12 117 (16.41%) Python
13 109 (15.29%) Tableau
14 102 (14.31%) Hadoop
15 99 (13.88%) JavaScript
16 98 (13.74%) ETL
17 97 (13.60%) SQL Server
18 89 (12.48%) R
19 85 (11.92%) Mathematics
20 82 (11.50%) Computer Science
21 80 (11.22%) Microsoft
22 78 (10.94%) QlikView
23 75 (10.52%) Oracle
24 72 (10.10%) SAS
25 67 (9.40%) Stakeholder Management
26 66 (9.26%) Data Modelling
27 64 (8.98%) Banking
28 62 (8.70%) Retail
29 61 (8.56%) Statistics

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 72 (10.10%) SAS
2 52 (7.29%) Apache Spark
3 24 (3.37%) Apache
3 24 (3.37%) SharePoint
4 19 (2.66%) Elasticsearch
5 15 (2.10%) CMS
6 8 (1.12%) Apache Pig
7 6 (0.84%) ArcGIS
7 6 (0.84%) Confluence
8 5 (0.70%) Commerce Server
9 4 (0.56%) Exchange Server 2010
9 4 (0.56%) Exchange Server 2013
9 4 (0.56%) IPython
9 4 (0.56%) Jupyter
9 4 (0.56%) MS Exchange
10 3 (0.42%) Drupal
11 2 (0.28%) nginx
11 2 (0.28%) Tomcat
11 2 (0.28%) Umbraco
11 2 (0.28%) WordPress
Applications
1 44 (6.17%) MS Excel
2 28 (3.93%) MS Office
3 20 (2.81%) SPSS
4 12 (1.68%) MS Visio
5 9 (1.26%) MS PowerPoint
5 9 (1.26%) MS Project
6 5 (0.70%) Photoshop
7 4 (0.56%) Mathematica
8 3 (0.42%) Spreadsheet
9 2 (0.28%) EViews
9 2 (0.28%) Stata
10 1 (0.14%) Gephi
10 1 (0.14%) OmniGraffle
10 1 (0.14%) Weka
Business Applications
1 11 (1.54%) Siebel Analytics
2 7 (0.98%) Adobe Campaign
2 7 (0.98%) FastStats
2 7 (0.98%) Unica
3 5 (0.70%) Eloqua
4 2 (0.28%) Dynamics AX
4 2 (0.28%) Dynamics CRM
4 2 (0.28%) Oracle AML
4 2 (0.28%) Oracle BPM
4 2 (0.28%) WebTrends
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 47 (6.59%) Google Analytics
2 45 (6.31%) Amazon AWS
3 26 (3.65%) SaaS
4 23 (3.23%) Microsoft Azure
5 11 (1.54%) Amazon Kinesis
6 8 (1.12%) Cloud Computing
7 7 (0.98%) AdWords
7 7 (0.98%) Google Cloud Platform
8 6 (0.84%) Amazon EC2
9 4 (0.56%) AWS Elastic Beanstalk
9 4 (0.56%) GitHub
10 3 (0.42%) Amazon EMR
10 3 (0.42%) Amazon S3
10 3 (0.42%) Google Tag Manager
11 2 (0.28%) Adobe Analytics
11 2 (0.28%) Google Play
12 1 (0.14%) Azure Active Directory
12 1 (0.14%) IaaS
12 1 (0.14%) Office 365
12 1 (0.14%) PaaS
Communications & Networking
1 21 (2.95%) Internet
2 19 (2.66%) Network Security
3 10 (1.40%) Broadband
3 10 (1.40%) DNS
4 9 (1.26%) SAN
4 9 (1.26%) SMS
5 6 (0.84%) Firewall
5 6 (0.84%) LAN
5 6 (0.84%) MRTG
6 5 (0.70%) ATM
6 5 (0.70%) Unified Communications
6 5 (0.70%) VLAN
6 5 (0.70%) WAN
7 4 (0.56%) HTTP
8 3 (0.42%) LDAP
8 3 (0.42%) TCP/IP
9 2 (0.28%) VPN
10 1 (0.14%) DHCP
10 1 (0.14%) Kerberos
10 1 (0.14%) SMTP
Database & Business Intelligence
1 148 (20.76%) Big Data
2 125 (17.53%) Data Warehouse
3 102 (14.31%) Hadoop
4 97 (13.60%) SQL Server
5 78 (10.94%) QlikView
6 55 (7.71%) SQL Server Integration Services
7 43 (6.03%) SQL Server Reporting Services
8 42 (5.89%) Data Mining
8 42 (5.89%) MongoDB
9 41 (5.75%) Relational Database
10 40 (5.61%) BusinessObjects
11 37 (5.19%) MySQL
12 33 (4.63%) SQL Server Analysis Services
13 29 (4.07%) Apache Hive
14 26 (3.65%) NoSQL
15 22 (3.09%) Apache Cassandra
16 20 (2.81%) OLAP
16 20 (2.81%) Oracle BI EE
17 19 (2.66%) Amazon Redshift
17 19 (2.66%) Crystal Reports
Development Applications
1 15 (2.10%) JIRA
2 11 (1.54%) Git (software)
2 11 (1.54%) Talend Open Studio
3 9 (1.26%) VSS/SourceSafe
4 8 (1.12%) Eclipse
4 8 (1.12%) Jenkins
5 5 (0.70%) Appium
5 5 (0.70%) Calabash
5 5 (0.70%) Karma Test Runner
5 5 (0.70%) Vagrant
6 4 (0.56%) Axure RP
6 4 (0.56%) TeamCity
7 3 (0.42%) Atlassian Bamboo
7 3 (0.42%) Bower
7 3 (0.42%) CircleCI
7 3 (0.42%) ERwin
7 3 (0.42%) Grunt
7 3 (0.42%) Selenium
8 2 (0.28%) Android Studio
8 2 (0.28%) Visual Website Optimizer
General
1 230 (32.26%) Finance
2 129 (18.09%) Marketing
3 64 (8.98%) Banking
4 62 (8.70%) Retail
5 39 (5.47%) Telecoms
6 38 (5.33%) Advertising
7 27 (3.79%) Legal
8 25 (3.51%) Law
9 23 (3.23%) Front Office
10 22 (3.09%) Games
11 21 (2.95%) Investment Banking
12 7 (0.98%) Publishing
13 6 (0.84%) Spanish Language
14 4 (0.56%) Automotive
14 4 (0.56%) Financial Institution
14 4 (0.56%) German Language
14 4 (0.56%) Manufacturing
15 3 (0.42%) Back Office
15 3 (0.42%) Billing
15 3 (0.42%) Local Government
Job Titles
1 149 (20.90%) Developer
2 125 (17.53%) Analyst
3 66 (9.26%) Consultant
4 49 (6.87%) Architect
5 39 (5.47%) Business Analyst
6 33 (4.63%) Data Scientist
7 32 (4.49%) Senior Developer
8 31 (4.35%) Analytics Consultant
8 31 (4.35%) Data Analyst
9 27 (3.79%) Java Developer
10 26 (3.65%) SQL Analyst
11 25 (3.51%) Business Intelligence Developer
12 23 (3.23%) Business Intelligence Analyst
12 23 (3.23%) Data Manager
12 23 (3.23%) Project Manager
13 22 (3.09%) Software Developer
14 21 (2.95%) Data Architect
15 20 (2.81%) Business Change Analyst
15 20 (2.81%) Business Change Business Analyst
16 19 (2.66%) Analytics Manager
Libraries, Frameworks & Software Standards
1 56 (7.85%) HTML
2 41 (5.75%) CSS
3 36 (5.05%) .NET
4 26 (3.65%) AngularJS
5 24 (3.37%) D3.js
5 24 (3.37%) Web Services
6 23 (3.23%) HTML5
6 23 (3.23%) XML
7 21 (2.95%) jQuery
8 19 (2.66%) MDX
9 15 (2.10%) Node.js
10 13 (1.82%) Middleware
10 13 (1.82%) Spring
11 11 (1.54%) Flash
12 10 (1.40%) Hibernate
12 10 (1.40%) JDBC
12 10 (1.40%) JSON
12 10 (1.40%) LAMP
12 10 (1.40%) scikit-learn
13 9 (1.26%) REST
Miscellaneous
1 145 (20.34%) Analytical Skills
2 137 (19.21%) Visualisation
3 85 (11.92%) Mathematics
4 82 (11.50%) Computer Science
5 61 (8.56%) Statistics
6 47 (6.59%) Management Information System
7 46 (6.45%) User Experience
8 34 (4.77%) Algorithms
9 32 (4.49%) Social Media
10 31 (4.35%) Equities
11 29 (4.07%) Derivative
12 23 (3.23%) Fixed Income
13 21 (2.95%) Digital Media
13 21 (2.95%) Mobile App
14 20 (2.81%) Psychology
15 19 (2.66%) Data Structures
15 19 (2.66%) Economics
15 19 (2.66%) Fintech
16 17 (2.38%) Physics
17 16 (2.24%) FMCG
Operating Systems
1 41 (5.75%) Linux
2 30 (4.21%) Unix
3 28 (3.93%) Windows
4 13 (1.82%) Android
5 12 (1.68%) Apple iOS
6 7 (0.98%) CentOS
7 6 (0.84%) FreeBSD
7 6 (0.84%) Red Hat Enterprise Linux
8 4 (0.56%) 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
1 225 (31.56%) Business Intelligence
2 205 (28.75%) Data Analytics
3 136 (19.07%) Agile Software Development
4 98 (13.74%) ETL
5 67 (9.40%) Stakeholder Management
6 66 (9.26%) Data Modelling
7 59 (8.27%) Data Visualisation
7 59 (8.27%) SDLC
8 58 (8.13%) Change Management
9 57 (7.99%) Data Management
10 56 (7.85%) Machine Learning
11 50 (7.01%) CRM
12 49 (6.87%) Project Management
13 45 (6.31%) E-Commerce
14 44 (6.17%) Data Analysis
15 43 (6.03%) Information Management
15 43 (6.03%) Web Analytics
16 42 (5.89%) Software Engineering
17 38 (5.33%) Web Development
18 37 (5.19%) Data Architecture
Programming Languages
1 254 (35.62%) SQL
2 117 (16.41%) Java
2 117 (16.41%) Python
3 99 (13.88%) JavaScript
4 89 (12.48%) R
5 41 (5.75%) C++
6 38 (5.33%) C#
6 38 (5.33%) MATLAB
7 34 (4.77%) VBA
8 31 (4.35%) PHP
9 26 (3.65%) Perl
10 24 (3.37%) Scala
11 23 (3.23%) PL/SQL
12 20 (2.81%) C
13 19 (2.66%) Ruby
13 19 (2.66%) T-SQL
14 14 (1.96%) VB
15 8 (1.12%) VBScript
16 4 (0.56%) Shell Script
17 3 (0.42%) Objective-C
Qualifications
1 146 (20.48%) Degree
2 42 (5.89%) PhD
3 7 (0.98%) ITIL Certification
4 6 (0.84%) MBA
4 6 (0.84%) PRINCE2 Certification
5 5 (0.70%) PRINCE2 Practitioner
6 4 (0.56%) CISA
6 4 (0.56%) CISM
6 4 (0.56%) CISSP
6 4 (0.56%) MCSE
6 4 (0.56%) Microsoft Certification
6 4 (0.56%) Security Cleared
7 3 (0.42%) CRISC
7 3 (0.42%) MCP
7 3 (0.42%) SC Cleared
8 2 (0.28%) PMI Certification
9 1 (0.14%) ACCA
9 1 (0.14%) Dell Certification
9 1 (0.14%) MCITP
9 1 (0.14%) MOS
Quality Assurance & Compliance
1 57 (7.99%) QA
2 51 (7.15%) Data Quality
3 9 (1.26%) SLA
4 7 (0.98%) Solvency II
5 6 (0.84%) MiFID
6 4 (0.56%) FATCA
7 2 (0.28%) COREP
7 2 (0.28%) CRD IV
7 2 (0.28%) EMIR
8 1 (0.14%) Actionable Recommendations
8 1 (0.14%) HL7
8 1 (0.14%) PCI DSS
8 1 (0.14%) WCAG
System Software
1 16 (2.24%) VMware Infrastructure
2 13 (1.82%) Docker
3 8 (1.12%) KVM
3 8 (1.12%) Xen
4 6 (0.84%) HDFS
4 6 (0.84%) Hyper-V
4 6 (0.84%) oVirt
4 6 (0.84%) Postfix
5 5 (0.70%) XenServer
6 4 (0.56%) Apache Flume
7 3 (0.42%) Active Directory
8 2 (0.28%) NFS
8 2 (0.28%) Samba
9 1 (0.14%) Apache ZooKeeper
9 1 (0.14%) GPFS
9 1 (0.14%) Microsoft Virtual Server
9 1 (0.14%) Virtual Machines
9 1 (0.14%) Virtual Servers
Systems Management
1 15 (2.10%) Control-M
1 15 (2.10%) Puppet
2 10 (1.40%) Opscode Chef
3 9 (1.26%) HP Quality Center
3 9 (1.26%) Nagios
4 6 (0.84%) Ansible
4 6 (0.84%) Munin
5 3 (0.42%) Packer
6 2 (0.28%) Ambari
6 2 (0.28%) logstash
6 2 (0.28%) Mesos
6 2 (0.28%) Salt
7 1 (0.14%) EnCase
7 1 (0.14%) Grafana
7 1 (0.14%) Hadoop YARN
7 1 (0.14%) Kibana
7 1 (0.14%) Oozie
7 1 (0.14%) OpenView
7 1 (0.14%) SCOrch
7 1 (0.14%) StatsD
Vendors
1 109 (15.29%) Tableau
2 80 (11.22%) Microsoft
3 75 (10.52%) Oracle
4 60 (8.42%) Google
5 39 (5.47%) Informatica
6 23 (3.23%) Teradata
7 21 (2.95%) SAP
8 20 (2.81%) VMware
9 19 (2.66%) IBM
10 17 (2.38%) Alteryx
10 17 (2.38%) Cognos
10 17 (2.38%) Facebook
11 15 (2.10%) Salesforce.com
12 13 (1.82%) Citrix
13 12 (1.68%) Cloudera
13 12 (1.68%) Omniture
14 11 (1.54%) MicroStrategy
14 11 (1.54%) Siebel
14 11 (1.54%) Talend
15 10 (1.40%) Adobe
City, London
Informatiq Consulting
Salary: £24000 - £27000 per annum + Bens
Posted: Yesterday
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £68000 per annum
Posted: Yesterday
City, London
Digital Gurus
Salary: £55000 - £85000 Per Annum Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £80,000
Posted: 2 days ago
City, London
Acumin
Salary: From £70,000 to £75,000 per annum
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £35000 - £50000 per annum + Bonus
Posted: 5 days ago
City, London
McGregor Boyall
Salary: £80000 - £100000 per annum
Posted: Yesterday
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £45000 - £55000 per annum
Posted: 5 days ago
City, London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 2 days ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
City, London
Durlston Partners
Salary: From £38,000 to £75,000 per annum
Posted: 3 days ago
City, London
Parallel Consulting
Salary: £30000 - £60000 per annum
Posted: 4 days ago
City, London
First Point
Salary: £40000.00 - £55000.00 per annum
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £120000.00 - £140000.00 per annum + bonus and benefits
Posted: Yesterday
City, London
Experis Ltd
Salary: £40000 - £65000 per annum + Benefits
Posted: 5 days ago
City, London
Pioneer Search
Salary: £40000 - £50000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 4 days ago
City, London
Greywood Associates Limited
Salary: £28000 - £34000 per annum + bens
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 4 days ago
City, London
McGregor Boyall
Salary: £70000 - £90000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000 plus attractive benefits, 30 days holiday and extensi
Posted: 4 days ago