The table below looks at the statistics for Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Analytics
Rank 61 58 73
Rank change year-on-year
-3 +15
Permanent jobs citing Analytics 4087 4673 3896
As % of all permanent IT jobs located in England 4.54% 4.62% 3.65%
As % of the Processes & Methodologies category 5.14% 5.29% 4.27%
Number of salaries quoted 3368 3523 2803
Median salary £55,000 £51,459 £50,000
Median salary % change year-on-year
+6.88% +2.91%
90% offered a salary of more than £32,500 £30,851 £30,000
10% offered a salary of more than £90,000 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £42,750
% change year-on-year
- +5.26%
Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
79462 88351 91210
As % of all permanent IT jobs located in England 88.28% 87.40% 85.37%
Number of salaries quoted 66744 73779 73679
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in England

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

Analytics Jobs Demand Trend in England

Analytics
Salary Trend in England

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

Analytics Salary Trend in England

Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Analytics across the England region over the 3 months to 26 September 2016.

Analytics Salary Histogram in England

Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the England region over the 3 months to 26 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -4 2415 £60,000 +4.34% 336
South East +5 580 £50,000 +11.11% 74
North West +15 260 £40,000 +6.66% 60
East of England +47 230 £51,500 +14.44% 35
South West -7 164 £45,000 -10.00% 30
Yorkshire +6 155 £47,500 +46.15% 26
West Midlands -43 137 £43,750 +9.37% 29
East Midlands -26 76 £40,000 -11.11% 7
North East +28 53 £41,000 -20.32% 9
Midlands -9 1 £50,000 +33.33% 1
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 26 September 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 England region with a requirement for Analytics.

1 2707 (31.94%) SQL
2 2238 (26.41%) Data Analytics
3 2184 (25.77%) Finance
4 2174 (25.65%) Business Intelligence
5 2050 (24.19%) Agile Software Development
6 1977 (23.33%) Big Data
7 1916 (22.61%) Analytical Skills
8 1784 (21.05%) Degree
9 1703 (20.09%) Marketing
10 1360 (16.05%) Python
11 1342 (15.83%) Java
12 1168 (13.78%) SQL Server
13 1164 (13.73%) JavaScript
14 1119 (13.20%) Google
15 1065 (12.57%) Hadoop
16 1063 (12.54%) HTML
17 1011 (11.93%) Data Warehouse
18 962 (11.35%) Visualisation
18 962 (11.35%) Computer Science
19 909 (10.73%) Oracle
20 896 (10.57%) Microsoft
21 882 (10.41%) ETL
22 878 (10.36%) Google Analytics
23 856 (10.10%) CSS
24 834 (9.84%) E-Commerce
25 805 (9.50%) Machine Learning
26 787 (9.29%) SAS
27 767 (9.05%) R
28 754 (8.90%) C#
29 742 (8.76%) Tableau

Analytics
Top Related IT Skills in England 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
1 787 (9.29%) SAS
2 596 (7.03%) Apache Spark
3 362 (4.27%) CMS
4 197 (2.32%) Apache Pig
5 176 (2.08%) Elasticsearch
6 171 (2.02%) SharePoint
7 163 (1.92%) Apache
8 118 (1.39%) WordPress
9 105 (1.24%) IIS
10 95 (1.12%) Tomcat
11 82 (0.97%) WebSphere
12 75 (0.88%) JBoss
13 55 (0.65%) Apache Solr
14 52 (0.61%) Drupal
15 40 (0.47%) nginx
16 38 (0.45%) Confluence
17 35 (0.41%) Sitecore CMS
18 33 (0.39%) GlassFish
19 29 (0.34%) MS Exchange
20 27 (0.32%) WebLogic
Applications
1 582 (6.87%) MS Excel
2 329 (3.88%) SPSS
3 207 (2.44%) MS Office
4 165 (1.95%) MS PowerPoint
5 107 (1.26%) Photoshop
6 84 (0.99%) MS Visio
7 44 (0.52%) Adobe Illustrator
8 33 (0.39%) MS Project
9 28 (0.33%) Adobe Creative Suite
9 28 (0.33%) Fireworks
10 26 (0.31%) OmniGraffle
11 25 (0.29%) Stata
12 23 (0.27%) InVision
13 17 (0.20%) Spreadsheet
14 16 (0.19%) InDesign
15 15 (0.18%) GNU Octave
16 13 (0.15%) UserZoom
17 7 (0.083%) Mathematica
18 5 (0.059%) EViews
19 4 (0.047%) Adobe After Effects
Business Applications
1 73 (0.86%) Magento
2 70 (0.83%) WebTrends
3 56 (0.66%) Adobe Campaign
3 56 (0.66%) Oracle EBS
4 53 (0.63%) Dynamics CRM
4 53 (0.63%) SAP Oil and Gas
5 45 (0.53%) Cognos TM1
6 29 (0.34%) Oracle Financials
7 27 (0.32%) Cognos Business Intelligence
7 27 (0.32%) Dynamics AX
7 27 (0.32%) Eloqua
8 24 (0.28%) Oracle EBS R12
9 22 (0.26%) Salesforce.com CRM
10 21 (0.25%) FastStats
11 20 (0.24%) Payment Gateway
12 15 (0.18%) Siebel Analytics
13 14 (0.17%) Remedy ITSM
14 12 (0.14%) Cognos Controller
14 12 (0.14%) SAP CRM
14 12 (0.14%) Unica
Cloud Services
1 878 (10.36%) Google Analytics
2 601 (7.09%) Amazon AWS
3 330 (3.89%) Microsoft Azure
4 237 (2.80%) SaaS
5 181 (2.14%) Adobe Analytics
6 139 (1.64%) Cloud Computing
7 138 (1.63%) AdWords
8 120 (1.42%) Amazon EC2
9 104 (1.23%) PaaS
10 88 (1.04%) Google Cloud Platform
11 81 (0.96%) Amazon S3
12 78 (0.92%) GitHub
13 69 (0.81%) Office 365
14 61 (0.72%) IaaS
15 55 (0.65%) Google Tag Manager
16 53 (0.63%) IBM Cloud
17 44 (0.52%) Amazon EMR
18 33 (0.39%) Heroku
19 30 (0.35%) Amazon Kinesis
20 19 (0.22%) AWS Elastic Beanstalk
Communications & Networking
1 256 (3.02%) Internet
2 166 (1.96%) Firewall
3 107 (1.26%) HTTP
4 84 (0.99%) TCP/IP
5 63 (0.74%) Network Security
6 56 (0.66%) SSL
7 54 (0.64%) DNS
8 53 (0.63%) Intrusion Detection
9 46 (0.54%) Wireless
10 43 (0.51%) VPN
11 42 (0.50%) Intranet
12 40 (0.47%) FTP
13 34 (0.40%) SAN
14 29 (0.34%) Cisco ASA
15 28 (0.33%) DHCP
15 28 (0.33%) LAN
16 26 (0.31%) HTTPS
16 26 (0.31%) WAN
17 25 (0.29%) VoIP
18 23 (0.27%) SMS
Database & Business Intelligence
1 1977 (23.33%) Big Data
2 1168 (13.78%) SQL Server
3 1065 (12.57%) Hadoop
4 1011 (11.93%) Data Warehouse
5 608 (7.17%) NoSQL
6 493 (5.82%) Data Mining
7 453 (5.35%) SQL Server Integration Services
8 447 (5.27%) QlikView
9 435 (5.13%) Relational Database
10 425 (5.01%) SQL Server Reporting Services
11 390 (4.60%) MySQL
12 374 (4.41%) MongoDB
13 340 (4.01%) Apache Hive
14 282 (3.33%) SQL Server Analysis Services
15 274 (3.23%) BusinessObjects
16 261 (3.08%) Apache Cassandra
17 221 (2.61%) PostgreSQL
18 201 (2.37%) Power BI
19 187 (2.21%) RDBMS
20 155 (1.83%) SQL Server 2008
Development Applications
1 369 (4.35%) Git (software)
2 184 (2.17%) Jenkins
3 166 (1.96%) JIRA
4 94 (1.11%) Visual Studio
5 92 (1.09%) Subversion
6 83 (0.98%) Talend Open Studio
6 83 (0.98%) Team Foundation Server
7 74 (0.87%) Axure RP
8 68 (0.80%) Vagrant
9 65 (0.77%) JUnit
10 64 (0.76%) TeamCity
11 51 (0.60%) Grunt
12 49 (0.58%) Hudson
12 49 (0.58%) Selenium
13 38 (0.45%) Maven
14 30 (0.35%) Octopus Deploy
15 28 (0.33%) NUnit
16 26 (0.31%) JBehave
16 26 (0.31%) Mercurial
17 25 (0.29%) PHPUnit
General
1 2184 (25.77%) Finance
2 1703 (20.09%) Marketing
3 732 (8.64%) Retail
4 579 (6.83%) Banking
5 320 (3.78%) Telecoms
6 294 (3.47%) Advertising
7 263 (3.10%) Games
8 189 (2.23%) Investment Banking
9 179 (2.11%) Legal
10 169 (1.99%) Front Office
11 144 (1.70%) Publishing
12 137 (1.62%) Manufacturing
13 100 (1.18%) Pharmaceutical
14 98 (1.16%) Law
15 84 (0.99%) Electronics
15 84 (0.99%) Financial Institution
16 59 (0.70%) French Language
17 53 (0.63%) Back Office
18 52 (0.61%) Retail Banking
19 41 (0.48%) Automotive
Job Titles
1 1909 (22.53%) Developer
2 1505 (17.76%) Analyst
3 696 (8.21%) Consultant
4 689 (8.13%) Architect
5 508 (5.99%) Data Scientist
6 407 (4.80%) Data Analyst
7 369 (4.35%) Java Developer
8 349 (4.12%) Data Architect
9 318 (3.75%) Senior Developer
10 271 (3.20%) Business Analyst
11 238 (2.81%) Analytics Manager
12 230 (2.71%) C# Developer
13 229 (2.70%) Business Intelligence Developer
14 221 (2.61%) SQL Developer
15 215 (2.54%) Solutions Architect
16 202 (2.38%) Software Engineer
17 200 (2.36%) .NET Developer
18 198 (2.34%) JavaScript Developer
19 197 (2.32%) Project Manager
20 196 (2.31%) Data Consultant
Libraries, Frameworks & Software Standards
1 1063 (12.54%) HTML
2 856 (10.10%) CSS
3 721 (8.51%) .NET
4 470 (5.55%) Web Services
5 414 (4.88%) HTML5
6 376 (4.44%) jQuery
7 335 (3.95%) AngularJS
8 320 (3.78%) XML
9 271 (3.20%) ASP.NET
10 243 (2.87%) CSS3
11 234 (2.76%) Spring
12 230 (2.71%) RESTful
13 219 (2.58%) REST
14 212 (2.50%) JSON
15 207 (2.44%) Node.js
16 170 (2.01%) ASP.NET MVC
17 148 (1.75%) Natural Language Processing
18 139 (1.64%) D3.js
19 138 (1.63%) .NET Framework
20 135 (1.59%) Hibernate
Miscellaneous
1 1916 (22.61%) Analytical Skills
2 962 (11.35%) Computer Science
2 962 (11.35%) Visualisation
3 705 (8.32%) Mathematics
4 598 (7.06%) Statistics
5 594 (7.01%) User Experience
6 442 (5.22%) Management Information System
7 433 (5.11%) Algorithms
8 356 (4.20%) Mobile App
9 315 (3.72%) Social Media
10 236 (2.78%) Data Integration
11 186 (2.19%) Physics
12 172 (2.03%) Fintech
13 154 (1.82%) Credit Risk
14 145 (1.71%) Data Structures
15 143 (1.69%) Economics
16 136 (1.60%) Artificial Intelligence
17 130 (1.53%) Derivative
18 103 (1.22%) Enterprise Software
19 98 (1.16%) Equities
Operating Systems
1 663 (7.82%) Linux
2 498 (5.88%) Windows
3 274 (3.23%) Unix
4 188 (2.22%) Android
5 175 (2.06%) Apple iOS
6 158 (1.86%) Windows Server
7 71 (0.84%) Windows Server 2008
8 56 (0.66%) Windows Server 2012
9 55 (0.65%) CentOS
10 46 (0.54%) Ubuntu
11 41 (0.48%) Red Hat Enterprise Linux
12 38 (0.45%) Mac OS X
13 35 (0.41%) Windows Server 2003
14 26 (0.31%) Solaris
15 17 (0.20%) Windows 10
16 14 (0.17%) AIX
16 14 (0.17%) Windows Phone
17 11 (0.13%) Windows 7
18 10 (0.12%) HPUX
19 7 (0.083%) Debian
Processes & Methodologies
1 2238 (26.41%) Data Analytics
2 2174 (25.65%) Business Intelligence
3 2050 (24.19%) Agile Software Development
4 882 (10.41%) ETL
5 834 (9.84%) E-Commerce
6 805 (9.50%) Machine Learning
7 630 (7.43%) Data Analysis
8 614 (7.24%) Data Management
9 609 (7.19%) Stakeholder Management
10 607 (7.16%) Project Management
11 603 (7.12%) Software Engineering
12 589 (6.95%) Data Modelling
13 536 (6.32%) Scrum
14 530 (6.25%) Web Analytics
15 516 (6.09%) CRM
16 514 (6.06%) SEO
17 513 (6.05%) Data Visualisation
18 479 (5.65%) Digital Marketing
19 379 (4.47%) TDD
20 367 (4.33%) Web Development
Programming Languages
1 2707 (31.94%) SQL
2 1360 (16.05%) Python
3 1342 (15.83%) Java
4 1164 (13.73%) JavaScript
5 767 (9.05%) R
6 754 (8.90%) C#
7 477 (5.63%) C++
8 455 (5.37%) Scala
9 289 (3.41%) PHP
10 255 (3.01%) T-SQL
11 202 (2.38%) MATLAB
12 200 (2.36%) Ruby
13 199 (2.35%) VBA
14 190 (2.24%) Perl
15 167 (1.97%) C
16 133 (1.57%) PL/SQL
17 116 (1.37%) PowerShell
18 102 (1.20%) VB
19 98 (1.16%) Bash Shell
20 93 (1.10%) Clojure
Qualifications
1 1784 (21.05%) Degree
2 352 (4.15%) PhD
3 243 (2.87%) Security Cleared
4 136 (1.60%) CISSP
5 116 (1.37%) SC Cleared
6 65 (0.77%) SANS
7 61 (0.72%) CISM
8 60 (0.71%) PMI Certification
9 49 (0.58%) Microsoft Certification
10 41 (0.48%) CISA
11 40 (0.47%) DV Cleared
12 37 (0.44%) GIAC
13 35 (0.41%) Cisco Certification
14 31 (0.37%) MBA
15 29 (0.34%) PRINCE2 Certification
16 25 (0.29%) PMP
17 24 (0.28%) IISP
18 22 (0.26%) ISEB
19 21 (0.25%) (ISC)2 CCSP
19 21 (0.25%) CCSP
Quality Assurance & Compliance
1 416 (4.91%) Data Quality
2 373 (4.40%) QA
3 108 (1.27%) SLA
4 63 (0.74%) ISO/IEC 27001
5 48 (0.57%) PCI DSS
6 37 (0.44%) MiFID
7 21 (0.25%) Dodd-Frank
7 21 (0.25%) EMIR
8 17 (0.20%) FATCA
9 15 (0.18%) COBIT
10 12 (0.14%) Actionable Recommendations
10 12 (0.14%) GCP
10 12 (0.14%) HL7
10 12 (0.14%) ISO 14001
10 12 (0.14%) ISO 9001
11 9 (0.11%) Solvency II
12 8 (0.094%) ISO 9000
12 8 (0.094%) PMBOK
12 8 (0.094%) WAI
13 7 (0.083%) HMG Security Policy Framework
System Software
1 163 (1.92%) Active Directory
2 132 (1.56%) Docker
3 127 (1.50%) VMware Infrastructure
4 85 (1.00%) HDFS
5 64 (0.76%) Virtual Machines
6 55 (0.65%) Hyper-V
7 46 (0.54%) Apache Flume
8 34 (0.40%) Apache ZooKeeper
8 34 (0.40%) VirtualBox
9 18 (0.21%) Snort
10 17 (0.20%) Oracle RAC
10 17 (0.20%) XenApp
11 16 (0.19%) Firmware
11 16 (0.19%) vCloud
12 9 (0.11%) vSphere
12 9 (0.11%) Xen
13 8 (0.094%) KVM
13 8 (0.094%) Virtual Servers
14 7 (0.083%) Microsoft App-V
15 6 (0.071%) Cygwin
Systems Management
1 128 (1.51%) Puppet
2 115 (1.36%) Opscode Chef
3 75 (0.88%) Ansible
4 50 (0.59%) Nagios
5 38 (0.45%) Control-M
6 31 (0.37%) Oozie
7 29 (0.34%) Hadoop YARN
8 26 (0.31%) HP Quality Center
9 24 (0.28%) Host Intrusion Detection System
10 18 (0.21%) SCCM
11 17 (0.20%) SCOM
12 16 (0.19%) Ambari
12 16 (0.19%) Kubernetes
12 16 (0.19%) Microsoft Clustering
13 15 (0.18%) Failover Clustering
14 14 (0.17%) QRadar
14 14 (0.17%) Salt
14 14 (0.17%) ServiceCenter
15 12 (0.14%) Mesos
16 11 (0.13%) DatAdvantage
Vendors
1 1119 (13.20%) Google
2 909 (10.73%) Oracle
3 896 (10.57%) Microsoft
4 742 (8.76%) Tableau
5 379 (4.47%) SAP
6 345 (4.07%) Adobe
7 273 (3.22%) IBM
8 264 (3.12%) Informatica
9 206 (2.43%) Cognos
10 163 (1.92%) Salesforce.com
11 156 (1.84%) VMware
12 144 (1.70%) Facebook
13 131 (1.55%) Cloudera
14 121 (1.43%) MicroStrategy
15 111 (1.31%) Twitter
16 105 (1.24%) Hortonworks
17 97 (1.14%) Teradata
18 94 (1.11%) Netezza
18 94 (1.11%) Splunk
19 89 (1.05%) Omniture
North West London
Understanding Recruitment
Salary: £45000.00 - £60000.00 per annum + benefits
Posted: 9 hours ago
London
Lorien Resourcing
Salary: £30000 - £38000 per annum + +Bonus +Company Benefits
Posted: 5 hours ago
Manchester, Lancashire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 34 minutes ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45,000 - 65,000
Posted: 3 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 35,000 - 45,000
Posted: 4 hours ago
East London
Opus Recruitment Solutions Ltd
Salary: £45000 - £55000 per annum
Posted: 3 hours ago
Buckinghamshire
Parallel Consulting
Salary: £30000 - £45000 per annum + 5% bonus
Posted: 5 hours ago
West London
Hiring People
Salary: £45k - 75k per year
Posted: 2 hours ago
London
Experis Ltd
Salary: £70000 - £90000 per annum
Posted: 4 hours ago
South East London
MatchesFashion.com
Posted: 2 hours ago
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 5 hours ago
London
Parallel Consulting
Salary: £65000 - £85000 per annum + bonus, benefits, pension
Posted: 4 hours ago
West London
Hiring People
Salary: £60k - 80k per year
Posted: 2 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 25,000 - 35,000
Posted: 4 hours ago
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: 3 hours ago
London
TEKsystems
Posted: 4 hours ago
London
Twenty Recruitment Group
Salary: £70000.00 - £80000.00 per annum + Benefits & Bonus
Posted: 4 hours ago
Maidstone, Kent
Rullion IT Plus
Salary: £60000 - £70000 per annum
Posted: 3 hours ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 3 hours ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 3 hours ago
Newcastle Upon Tyne, Tyne and Wear
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits
Posted: 1 hour ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum + Benefits Package
Posted: 1 hour ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits
Posted: 1 hour ago
London
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum + Benefits
Posted: 1 hour ago
London
Oliver Bernard
Salary: £65000 - £70000 per annum + 15-20% bonus + benefits
Posted: 4 hours ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 hours ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 hours ago
Portsmouth, Hampshire
Senitor Associates
Salary: £18000 - £24000 per annum + Excellent Benefits
Posted: 6 hours ago
Colchester, Essex
Polar Recruitment
Salary: £55000 - £65000 per annum + life insurance, pension, 25 days hols
Posted: 5 hours ago