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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 60 61 71
Rank change year-on-year
+1 +10
Permanent jobs citing Analytics 4306 4777 4194
As % of all permanent IT jobs located in England 4.69% 4.66% 3.81%
As % of the Processes & Methodologies category 5.34% 5.34% 4.46%
Number of salaries quoted 3601 3555 3155
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £32,500 £30,500 £30,000
10% offered a salary of more than £90,000 £86,850 £82,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
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
80670 89400 93984
As % of all permanent IT jobs located in England 87.88% 87.17% 85.39%
Number of salaries quoted 68210 74019 76500
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Analytics
Jobs Demand Trend in 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 28 July 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 28 July 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 -5 2537 £60,000 +4.34% 340
South East +27 645 £50,000 +11.11% 82
North West +10 242 £37,500 - 60
South West +55 201 £47,500 +5.55% 44
East of England +29 198 £50,000 +17.64% 28
West Midlands -33 164 £37,500 -6.25% 14
Yorkshire +25 158 £40,000 - 30
East Midlands -12 104 £40,000 -5.88% 16
North East +21 25 £37,500 -33.15% 10
Midlands -7 1 - -
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 28 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 England region with a requirement for Analytics.

1 2802 (31.21%) SQL
2 2391 (26.63%) Finance
3 2306 (25.68%) Business Intelligence
4 2295 (25.56%) Data Analytics
5 2095 (23.33%) Analytical Skills
6 2069 (23.04%) Agile Software Development
7 2038 (22.70%) Big Data
8 1862 (20.74%) Degree
9 1755 (19.55%) Marketing
10 1477 (16.45%) Java
11 1379 (15.36%) Python
12 1294 (14.41%) JavaScript
13 1260 (14.03%) SQL Server
14 1199 (13.35%) Hadoop
15 1156 (12.87%) Google
16 1121 (12.48%) HTML
17 1075 (11.97%) Oracle
18 1067 (11.88%) Data Warehouse
19 1066 (11.87%) Computer Science
20 1050 (11.69%) Visualisation
21 987 (10.99%) Microsoft
22 938 (10.45%) ETL
23 924 (10.29%) CSS
24 897 (9.99%) Google Analytics
25 875 (9.74%) E-Commerce
26 848 (9.44%) SAS
27 822 (9.15%) Tableau
28 820 (9.13%) Machine Learning
29 803 (8.94%) R
30 756 (8.42%) Mathematics

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
1 848 (9.44%) SAS
2 633 (7.05%) Apache Spark
3 369 (4.11%) CMS
4 198 (2.21%) Apache Pig
5 177 (1.97%) Apache
6 171 (1.90%) Elasticsearch
7 170 (1.89%) SharePoint
8 113 (1.26%) Tomcat
9 96 (1.07%) WordPress
10 91 (1.01%) JBoss
11 86 (0.96%) IIS
12 72 (0.80%) WebSphere
13 63 (0.70%) Apache Solr
14 50 (0.56%) GlassFish
15 44 (0.49%) Confluence
16 40 (0.45%) WildFly
17 37 (0.41%) nginx
18 30 (0.33%) Sitecore CMS
19 28 (0.31%) Cloud Foundry
19 28 (0.31%) Drupal
Applications
1 648 (7.22%) MS Excel
2 328 (3.65%) SPSS
3 195 (2.17%) MS Office
4 162 (1.80%) MS PowerPoint
5 117 (1.30%) Photoshop
6 101 (1.12%) MS Visio
7 49 (0.55%) Adobe Illustrator
8 38 (0.42%) Adobe Creative Suite
9 32 (0.36%) MS Project
10 30 (0.33%) OmniGraffle
11 26 (0.29%) Fireworks
11 26 (0.29%) InVision
11 26 (0.29%) Spreadsheet
12 14 (0.16%) UserZoom
13 13 (0.14%) Stata
14 12 (0.13%) InDesign
15 9 (0.10%) GNU Octave
15 9 (0.10%) Mathematica
16 7 (0.078%) EViews
17 6 (0.067%) Acrobat
Business Applications
1 76 (0.85%) WebTrends
2 73 (0.81%) Oracle EBS
3 67 (0.75%) Dynamics CRM
4 64 (0.71%) SAP Oil and Gas
5 63 (0.70%) Magento
6 51 (0.57%) Adobe Campaign
7 47 (0.52%) Oracle EBS R12
8 43 (0.48%) Cognos TM1
9 39 (0.43%) Dynamics AX
10 38 (0.42%) Oracle Financials
11 25 (0.28%) Eloqua
12 23 (0.26%) Cognos Business Intelligence
13 21 (0.23%) SAP BPC
14 20 (0.22%) Payment Gateway
14 20 (0.22%) Unica
15 16 (0.18%) Dynamics NAV
16 15 (0.17%) FastStats
16 15 (0.17%) SAP CRM
16 15 (0.17%) SAP FI
17 14 (0.16%) Siebel Analytics
Cloud Services
1 897 (9.99%) Google Analytics
2 527 (5.87%) Amazon AWS
3 316 (3.52%) Microsoft Azure
4 245 (2.73%) SaaS
5 186 (2.07%) Adobe Analytics
6 144 (1.60%) AdWords
7 123 (1.37%) Amazon EC2
8 109 (1.21%) Cloud Computing
9 85 (0.95%) Amazon S3
10 73 (0.81%) GitHub
11 69 (0.77%) Google Tag Manager
12 66 (0.74%) Office 365
13 65 (0.72%) PaaS
14 58 (0.65%) Google Cloud Platform
15 39 (0.43%) Amazon EMR
16 38 (0.42%) Heroku
16 38 (0.42%) IaaS
17 27 (0.30%) Amazon Kinesis
18 24 (0.27%) Force.com
19 19 (0.21%) SoftLayer
Communications & Networking
1 234 (2.61%) Internet
2 197 (2.19%) Firewall
3 100 (1.11%) HTTP
4 90 (1.00%) TCP/IP
5 71 (0.79%) DNS
6 69 (0.77%) SSL
7 67 (0.75%) Network Security
8 62 (0.69%) Intrusion Detection
9 46 (0.51%) VPN
10 44 (0.49%) Intranet
10 44 (0.49%) Wireless
11 41 (0.46%) LAN
12 38 (0.42%) FTP
13 37 (0.41%) WAN
14 35 (0.39%) HTTPS
15 34 (0.38%) DHCP
16 33 (0.37%) Cisco ASA
17 31 (0.35%) SAN
18 28 (0.31%) VoIP
19 26 (0.29%) Broadband
Database & Business Intelligence
1 2038 (22.70%) Big Data
2 1260 (14.03%) SQL Server
3 1199 (13.35%) Hadoop
4 1067 (11.88%) Data Warehouse
5 629 (7.01%) NoSQL
6 551 (6.14%) Data Mining
7 539 (6.00%) QlikView
8 521 (5.80%) SQL Server Integration Services
9 483 (5.38%) SQL Server Reporting Services
10 419 (4.67%) Relational Database
11 398 (4.43%) MongoDB
12 394 (4.39%) MySQL
13 363 (4.04%) BusinessObjects
14 360 (4.01%) Apache Hive
15 317 (3.53%) SQL Server Analysis Services
16 291 (3.24%) Apache Cassandra
17 231 (2.57%) PostgreSQL
18 188 (2.09%) Power BI
19 187 (2.08%) SQL Server 2008
20 174 (1.94%) RDBMS
Development Applications
1 402 (4.48%) Git (software)
2 216 (2.41%) Jenkins
3 168 (1.87%) JIRA
4 134 (1.49%) Subversion
5 111 (1.24%) Visual Studio
6 92 (1.02%) Team Foundation Server
7 91 (1.01%) Talend Open Studio
8 82 (0.91%) Vagrant
9 77 (0.86%) JUnit
10 73 (0.81%) TeamCity
11 72 (0.80%) Axure RP
12 68 (0.76%) Grunt
13 60 (0.67%) Hudson
14 44 (0.49%) Maven
15 43 (0.48%) Eclipse
15 43 (0.48%) Selenium
16 40 (0.45%) JBehave
16 40 (0.45%) Octopus Deploy
17 37 (0.41%) Appium
18 36 (0.40%) Calabash
General
1 2391 (26.63%) Finance
2 1755 (19.55%) Marketing
3 737 (8.21%) Retail
4 558 (6.21%) Banking
5 373 (4.15%) Telecoms
6 320 (3.56%) Advertising
7 203 (2.26%) Games
8 192 (2.14%) Legal
9 178 (1.98%) Manufacturing
10 173 (1.93%) Front Office
11 167 (1.86%) Publishing
12 159 (1.77%) Investment Banking
13 124 (1.38%) Pharmaceutical
14 123 (1.37%) Law
15 97 (1.08%) Financial Institution
16 86 (0.96%) Electronics
17 58 (0.65%) French Language
18 55 (0.61%) Back Office
19 43 (0.48%) Automotive
20 41 (0.46%) Billing
Job Titles
1 2075 (23.11%) Developer
2 1587 (17.67%) Analyst
3 790 (8.80%) Consultant
4 754 (8.40%) Architect
5 523 (5.82%) Data Scientist
6 421 (4.69%) Data Analyst
7 368 (4.10%) Java Developer
8 355 (3.95%) Data Architect
9 341 (3.80%) Senior Developer
10 277 (3.08%) Business Analyst
11 251 (2.80%) Business Intelligence Developer
12 249 (2.77%) SQL Developer
13 246 (2.74%) Solutions Architect
14 228 (2.54%) Analytics Manager
15 226 (2.52%) C# Developer
16 223 (2.48%) JavaScript Developer
17 215 (2.39%) Project Manager
18 211 (2.35%) Data Manager
18 211 (2.35%) SQL Analyst
19 210 (2.34%) Senior Manager
Libraries, Frameworks & Software Standards
1 1121 (12.48%) HTML
2 924 (10.29%) CSS
3 742 (8.26%) .NET
4 484 (5.39%) Web Services
5 472 (5.26%) HTML5
6 440 (4.90%) jQuery
7 407 (4.53%) XML
8 330 (3.68%) AngularJS
9 280 (3.12%) CSS3
10 273 (3.04%) JSON
11 272 (3.03%) ASP.NET
12 240 (2.67%) RESTful
12 240 (2.67%) Spring
13 230 (2.56%) REST
14 215 (2.39%) Node.js
15 183 (2.04%) D3.js
16 180 (2.00%) ASP.NET MVC
17 161 (1.79%) SOAP
18 151 (1.68%) Natural Language Processing
19 147 (1.64%) Ajax
Miscellaneous
1 2095 (23.33%) Analytical Skills
2 1066 (11.87%) Computer Science
3 1050 (11.69%) Visualisation
4 756 (8.42%) Mathematics
5 644 (7.17%) User Experience
6 616 (6.86%) Statistics
7 534 (5.95%) Management Information System
8 430 (4.79%) Algorithms
9 427 (4.76%) Mobile App
10 356 (3.96%) Social Media
11 255 (2.84%) Data Integration
12 205 (2.28%) Physics
13 163 (1.82%) Fintech
14 156 (1.74%) Data Structures
15 146 (1.63%) Derivative
16 136 (1.51%) Artificial Intelligence
17 130 (1.45%) Economics
18 126 (1.40%) Credit Risk
19 113 (1.26%) Data Centre
20 104 (1.16%) Foreign Exchange (FX)
Operating Systems
1 685 (7.63%) Linux
2 537 (5.98%) Windows
3 345 (3.84%) Unix
4 249 (2.77%) Android
5 238 (2.65%) Apple iOS
6 155 (1.73%) Windows Server
7 68 (0.76%) Windows Server 2008
8 61 (0.68%) CentOS
9 51 (0.57%) Red Hat Enterprise Linux
10 50 (0.56%) Windows Server 2012
11 42 (0.47%) Mac OS X
12 39 (0.43%) Ubuntu
13 29 (0.32%) Windows Server 2003
14 24 (0.27%) Solaris
15 21 (0.23%) Windows Phone
16 17 (0.19%) Windows 10
17 14 (0.16%) Windows 7
18 12 (0.13%) AIX
19 11 (0.12%) Windows Mobile
20 9 (0.10%) Windows 8
Processes & Methodologies
1 2306 (25.68%) Business Intelligence
2 2295 (25.56%) Data Analytics
3 2069 (23.04%) Agile Software Development
4 938 (10.45%) ETL
5 875 (9.74%) E-Commerce
6 820 (9.13%) Machine Learning
7 697 (7.76%) Project Management
8 687 (7.65%) Data Management
9 664 (7.40%) Stakeholder Management
10 653 (7.27%) Data Analysis
11 646 (7.19%) Data Modelling
12 610 (6.79%) Software Engineering
13 567 (6.31%) Data Visualisation
14 535 (5.96%) CRM
15 533 (5.94%) SEO
16 508 (5.66%) Web Analytics
17 494 (5.50%) Scrum
18 472 (5.26%) Digital Marketing
19 415 (4.62%) Web Development
20 409 (4.56%) Open Source
Programming Languages
1 2802 (31.21%) SQL
2 1477 (16.45%) Java
3 1379 (15.36%) Python
4 1294 (14.41%) JavaScript
5 803 (8.94%) R
6 742 (8.26%) C#
7 558 (6.21%) C++
8 465 (5.18%) Scala
9 300 (3.34%) PHP
9 300 (3.34%) T-SQL
10 246 (2.74%) VBA
11 238 (2.65%) MATLAB
12 226 (2.52%) C
13 197 (2.19%) Perl
14 177 (1.97%) Ruby
15 132 (1.47%) PL/SQL
16 124 (1.38%) PowerShell
17 115 (1.28%) Bash Shell
18 107 (1.19%) Clojure
19 96 (1.07%) VB
Qualifications
1 1862 (20.74%) Degree
2 396 (4.41%) PhD
3 293 (3.26%) Security Cleared
4 144 (1.60%) SC Cleared
5 129 (1.44%) CISSP
6 69 (0.77%) PMI Certification
7 67 (0.75%) CISM
8 66 (0.74%) DV Cleared
9 63 (0.70%) SANS
10 45 (0.50%) Microsoft Certification
11 41 (0.46%) GIAC
11 41 (0.46%) PMP
11 41 (0.46%) PRINCE2 Certification
12 40 (0.45%) Cisco Certification
12 40 (0.45%) MBA
13 34 (0.38%) CISA
14 31 (0.35%) ISEB
15 24 (0.27%) GCIH
16 22 (0.25%) CITP
17 21 (0.23%) (ISC)2 CCSP
Quality Assurance & Compliance
1 418 (4.66%) Data Quality
2 410 (4.57%) QA
3 109 (1.21%) SLA
4 47 (0.52%) ISO/IEC 27001
5 45 (0.50%) MiFID
6 39 (0.43%) PCI DSS
7 36 (0.40%) EMIR
8 29 (0.32%) Dodd-Frank
9 23 (0.26%) COBIT
10 20 (0.22%) Solvency II
11 18 (0.20%) FATCA
12 16 (0.18%) ISO 9001
13 13 (0.14%) PMBOK
14 10 (0.11%) HL7
15 9 (0.10%) WAI
16 8 (0.089%) ISO 9000
17 7 (0.078%) Actionable Recommendations
17 7 (0.078%) CRD IV
18 6 (0.067%) HMG Security Policy Framework
18 6 (0.067%) WCAG
System Software
1 157 (1.75%) Active Directory
2 142 (1.58%) VMware Infrastructure
3 134 (1.49%) Docker
4 111 (1.24%) HDFS
5 64 (0.71%) Virtual Machines
6 49 (0.55%) Apache ZooKeeper
7 48 (0.53%) VirtualBox
8 42 (0.47%) Apache Flume
9 40 (0.45%) Hyper-V
10 25 (0.28%) vCloud
11 18 (0.20%) Oracle RAC
12 17 (0.19%) XenApp
13 15 (0.17%) Snort
13 15 (0.17%) Xen
14 11 (0.12%) KVM
15 7 (0.078%) Cygwin
15 7 (0.078%) Virtual Servers
16 6 (0.067%) GPFS
16 6 (0.067%) oVirt
16 6 (0.067%) Postfix
Systems Management
1 133 (1.48%) Puppet
2 101 (1.12%) Opscode Chef
3 67 (0.75%) Ansible
4 60 (0.67%) Nagios
5 33 (0.37%) Hadoop YARN
6 29 (0.32%) Host Intrusion Detection System
6 29 (0.32%) Oozie
7 27 (0.30%) Control-M
8 23 (0.26%) Ambari
9 20 (0.22%) ServiceCenter
10 17 (0.19%) SCOM
11 16 (0.18%) Failover Clustering
12 15 (0.17%) HAProxy
12 15 (0.17%) HP Quality Center
12 15 (0.17%) Kibana
12 15 (0.17%) logstash
12 15 (0.17%) Microsoft Clustering
13 14 (0.16%) QRadar
14 13 (0.14%) SCCM
15 12 (0.13%) Nessus
Vendors
1 1156 (12.87%) Google
2 1075 (11.97%) Oracle
3 987 (10.99%) Microsoft
4 822 (9.15%) Tableau
5 437 (4.87%) SAP
6 362 (4.03%) Adobe
7 341 (3.80%) Informatica
8 313 (3.49%) IBM
9 238 (2.65%) Cognos
10 183 (2.04%) Cloudera
11 172 (1.92%) Salesforce.com
12 169 (1.88%) VMware
13 157 (1.75%) Facebook
14 141 (1.57%) Twitter
15 138 (1.54%) Teradata
16 136 (1.51%) MicroStrategy
17 130 (1.45%) Hortonworks
18 113 (1.26%) Omniture
19 107 (1.19%) Netezza
20 101 (1.12%) Ab Initio
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 11 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 17 hours ago
London
Xcede
Posted: Yesterday
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 19 hours ago
London
set2recruit
Salary: Up to £55,000 per annum
Posted: Yesterday
Maidenhead, Berkshire
Circle Recruitment
Salary: £30000 - £35000 per annum + benefits
Posted: 18 hours ago
City, London
Digital Gurus
Salary: £55000 - £85000 Per Annum Benefits
Posted: 20 hours ago
London
set2recruit
Salary: Up to £60,000 per annum
Posted: 21 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £300 - £350
Posted: 21 hours ago
Bristol Area
ANSON MCCADE
Salary: £300 - £350
Posted: 21 hours ago
London
Burns Sheehan
Salary: £70000 - £90000 per annum
Posted: 19 hours ago
Windsor, Berkshire
onezeero.
Salary: £25000 - £32000 per annum
Posted: 18 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 16 hours ago
South East
HFG
Salary: Negotiable & 100% tax free
Posted: 18 hours ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: 12 hours ago
London
Energon People
Salary: £45000 - £55000 per annum
Posted: 13 hours ago
Cambridgeshire
IT Connections
Salary: to £55,000
Posted: 17 hours ago
South East
HFG
Salary: Negotiable & 100% tax free
Posted: 18 hours ago
Oldham, Lancashire
Cathcart Associates Ltd
Salary: £50000 - £65000 per annum + excellent pension
Posted: 15 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 2 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 2 days ago
Warrington, Cheshire
Bluetownonline
Posted: 21 hours ago
Warrington, Cheshire
Bluetownonline
Posted: 21 hours ago
London
Oliver Bernard
Salary: £60000 - £70000 per annum + bonus & benefits
Posted: Yesterday
Surrey
IntaPeople
Salary: £56000 - £60000 per annum
Posted: 13 hours ago
Nottingham, Nottinghamshire
Computer People
Salary: £45000.00 - £55000.00 per annum + 10% bonus
Posted: Yesterday
Rickmansworth, Hertfordshire
Rushworths
Salary: Competitive base + car/car allowance & benefits
Posted: 17 hours ago
London
Oliver Bernard
Salary: £70000 - £80000 per annum + bonus and benefits
Posted: 12 hours ago