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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 61 61 74
Rank change year-on-year
0 +13
Permanent jobs citing Analytics 3808 4705 3945
As % of all permanent IT jobs located in England 4.54% 4.68% 3.66%
As % of the Processes & Methodologies category 5.16% 5.35% 4.27%
Number of salaries quoted 3037 3683 3117
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
73867 87895 92411
As % of all permanent IT jobs located in England 88.10% 87.44% 85.64%
Number of salaries quoted 61430 73388 76565
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £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 3 December 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 3 December 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 -3 2181 £60,000 - 354
South East +7 555 £50,000 - 61
East of England +44 251 £50,000 +5.26% 32
North West 0 251 £40,000 +6.66% 57
West Midlands -36 154 £40,000 -3.61% 20
Yorkshire -6 140 £42,500 +30.76% 39
South West -34 137 £50,000 +11.11% 21
East Midlands +8 88 £42,500 -15.00% 21
North East +37 42 £40,000 -22.26% 7
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 3 December 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 2612 (32.65%) SQL
2 2120 (26.50%) Finance
3 1983 (24.78%) Business Intelligence
4 1952 (24.40%) Data Analytics
5 1941 (24.26%) Agile Software Development
6 1896 (23.70%) Big Data
7 1705 (21.31%) Degree
8 1669 (20.86%) Marketing
9 1660 (20.75%) Analytical Skills
10 1348 (16.85%) Python
11 1163 (14.54%) Java
12 1119 (13.99%) SQL Server
13 1077 (13.46%) Google
14 1019 (12.74%) JavaScript
15 1009 (12.61%) HTML
16 969 (12.11%) Data Warehouse
17 955 (11.94%) Hadoop
18 910 (11.37%) Visualisation
19 887 (11.09%) Microsoft
20 860 (10.75%) ETL
20 860 (10.75%) Google Analytics
21 816 (10.20%) Computer Science
22 807 (10.09%) CSS
23 782 (9.77%) C#
24 763 (9.54%) E-Commerce
25 755 (9.44%) SAS
26 705 (8.81%) Oracle
27 702 (8.77%) Machine Learning
28 701 (8.76%) Tableau
29 700 (8.75%) R

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
1 755 (9.44%) SAS
2 590 (7.37%) Apache Spark
3 308 (3.85%) CMS
4 208 (2.60%) SharePoint
5 205 (2.56%) Elasticsearch
6 200 (2.50%) Apache Pig
7 163 (2.04%) Apache
8 108 (1.35%) WordPress
9 98 (1.22%) IIS
10 79 (0.99%) WebSphere
11 54 (0.67%) Confluence
12 50 (0.62%) Drupal
12 50 (0.62%) Tomcat
13 46 (0.57%) Apache Solr
14 42 (0.52%) nginx
15 40 (0.50%) Adobe Experience Manager
16 37 (0.46%) JBoss
17 35 (0.44%) Sitecore CMS
18 26 (0.32%) Umbraco
19 25 (0.31%) OpenStack
Applications
1 572 (7.15%) MS Excel
2 312 (3.90%) SPSS
3 215 (2.69%) MS Office
4 194 (2.42%) MS PowerPoint
5 97 (1.21%) Photoshop
6 75 (0.94%) MS Visio
7 32 (0.40%) Stata
8 31 (0.39%) MS Project
9 28 (0.35%) Adobe Illustrator
10 25 (0.31%) Spreadsheet
11 22 (0.27%) Adobe Creative Suite
12 18 (0.22%) InVision
13 14 (0.17%) InDesign
14 11 (0.14%) Fireworks
14 11 (0.14%) GNU Octave
15 10 (0.12%) OmniGraffle
16 6 (0.075%) EViews
16 6 (0.075%) Mathematica
17 5 (0.062%) Chatbot
17 5 (0.062%) S-PLUS
Business Applications
1 67 (0.84%) WebTrends
2 57 (0.71%) Adobe Campaign
3 55 (0.69%) Magento
4 50 (0.62%) Cognos Business Intelligence
5 47 (0.59%) Dynamics CRM
6 36 (0.45%) Oracle EBS
7 34 (0.42%) Cognos TM1
8 32 (0.40%) SAP Oil and Gas
9 28 (0.35%) Eloqua
10 22 (0.27%) Salesforce.com CRM
11 21 (0.26%) FastStats
12 17 (0.21%) Payment Gateway
13 14 (0.17%) OpenCart
13 14 (0.17%) SAP ERP
14 13 (0.16%) Oracle BPM
15 12 (0.15%) Cognos Controller
15 12 (0.15%) Cognos Planning
15 12 (0.15%) SAP BPC
15 12 (0.15%) SAP CRM
16 11 (0.14%) Maximo
Cloud Services
1 860 (10.75%) Google Analytics
2 597 (7.46%) Amazon AWS
3 362 (4.52%) Microsoft Azure
4 215 (2.69%) SaaS
5 188 (2.35%) Adobe Analytics
6 150 (1.87%) Cloud Computing
7 135 (1.69%) AdWords
8 113 (1.41%) Google Cloud Platform
9 102 (1.27%) PaaS
10 100 (1.25%) Amazon EC2
11 95 (1.19%) GitHub
12 66 (0.82%) Amazon S3
13 61 (0.76%) IaaS
14 57 (0.71%) Office 365
15 49 (0.61%) Amazon EMR
16 42 (0.52%) Google Tag Manager
17 30 (0.37%) Data Lake Analytics
18 28 (0.35%) Amazon Kinesis
19 26 (0.32%) IBM Cloud
20 21 (0.26%) AWS Elastic Beanstalk
Communications & Networking
1 282 (3.52%) Internet
2 163 (2.04%) Firewall
3 109 (1.36%) HTTP
4 87 (1.09%) TCP/IP
5 69 (0.86%) Intrusion Detection
6 61 (0.76%) Network Security
7 49 (0.61%) DNS
8 44 (0.55%) Wireless
9 43 (0.54%) SSL
10 30 (0.37%) VPN
11 29 (0.36%) LAN
12 27 (0.34%) Cisco ASA
13 25 (0.31%) FTP
14 24 (0.30%) Skype
15 22 (0.27%) Intranet
15 22 (0.27%) WAN
16 21 (0.26%) HTTPS
17 20 (0.25%) SAN
18 19 (0.24%) DHCP
18 19 (0.24%) SMS
Database & Business Intelligence
1 1896 (23.70%) Big Data
2 1119 (13.99%) SQL Server
3 969 (12.11%) Data Warehouse
4 955 (11.94%) Hadoop
5 549 (6.86%) NoSQL
6 535 (6.69%) SQL Server Integration Services
7 521 (6.51%) Relational Database
8 453 (5.66%) SQL Server Reporting Services
9 408 (5.10%) QlikView
10 388 (4.85%) MySQL
11 370 (4.62%) Data Mining
12 356 (4.45%) MongoDB
13 322 (4.02%) SQL Server Analysis Services
14 315 (3.94%) Apache Hive
15 250 (3.12%) BusinessObjects
16 249 (3.11%) Power BI
17 237 (2.96%) RDBMS
18 196 (2.45%) PostgreSQL
19 195 (2.44%) Apache Cassandra
20 142 (1.77%) Amazon Redshift
Development Applications
1 295 (3.69%) Git (software)
2 194 (2.42%) JIRA
3 168 (2.10%) Jenkins
4 102 (1.27%) Visual Studio
5 101 (1.26%) Team Foundation Server
6 92 (1.15%) Subversion
7 73 (0.91%) Talend Open Studio
8 69 (0.86%) Selenium
9 63 (0.79%) Axure RP
10 62 (0.77%) TeamCity
11 47 (0.59%) Jasmine
12 46 (0.57%) Karma Test Runner
13 39 (0.49%) Grunt
13 39 (0.49%) Maven
13 39 (0.49%) Vagrant
14 38 (0.47%) JUnit
15 33 (0.41%) Hudson
16 32 (0.40%) PhantomJS
17 29 (0.36%) GitLab
17 29 (0.36%) gulp
General
1 2120 (26.50%) Finance
2 1669 (20.86%) Marketing
3 654 (8.17%) Retail
4 641 (8.01%) Banking
5 284 (3.55%) Advertising
6 265 (3.31%) Telecoms
7 259 (3.24%) Games
8 185 (2.31%) Investment Banking
8 185 (2.31%) Legal
9 155 (1.94%) Front Office
10 140 (1.75%) Publishing
11 106 (1.32%) Manufacturing
12 88 (1.10%) Pharmaceutical
13 75 (0.94%) Law
14 70 (0.87%) Electronics
14 70 (0.87%) Military
15 64 (0.80%) Retail Banking
16 59 (0.74%) Financial Institution
17 51 (0.64%) French Language
17 51 (0.64%) Spanish Language
Job Titles
1 1728 (21.60%) Developer
2 1454 (18.17%) Analyst
3 641 (8.01%) Architect
4 619 (7.74%) Consultant
5 435 (5.44%) Data Scientist
6 368 (4.60%) Data Analyst
7 331 (4.14%) Data Architect
8 322 (4.02%) Senior Developer
9 299 (3.74%) Java Developer
10 271 (3.39%) C# Developer
11 267 (3.34%) Business Analyst
12 252 (3.15%) Software Engineer
13 244 (3.05%) Analytics Manager
14 213 (2.66%) .NET Developer
15 201 (2.51%) Business Intelligence Developer
16 189 (2.36%) Senior Manager
17 187 (2.34%) SQL Developer
18 175 (2.19%) JavaScript Developer
19 173 (2.16%) Project Manager
19 173 (2.16%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1009 (12.61%) HTML
2 807 (10.09%) CSS
3 670 (8.37%) .NET
4 434 (5.42%) Web Services
5 425 (5.31%) HTML5
6 357 (4.46%) AngularJS
7 337 (4.21%) jQuery
8 268 (3.35%) XML
9 263 (3.29%) CSS3
10 249 (3.11%) ASP.NET
11 237 (2.96%) Node.js
12 229 (2.86%) RESTful
13 223 (2.79%) REST
14 208 (2.60%) Spring
15 167 (2.09%) JSON
16 144 (1.80%) .NET Framework
17 141 (1.76%) ASP.NET MVC
18 129 (1.61%) Middleware
19 123 (1.54%) D3.js
20 122 (1.52%) Hibernate
Miscellaneous
1 1660 (20.75%) Analytical Skills
2 910 (11.37%) Visualisation
3 816 (10.20%) Computer Science
4 654 (8.17%) Mathematics
5 567 (7.09%) User Experience
6 506 (6.32%) Statistics
7 420 (5.25%) Algorithms
8 354 (4.42%) Management Information System
8 354 (4.42%) Social Media
9 268 (3.35%) Mobile App
10 225 (2.81%) Data Integration
11 218 (2.72%) Credit Risk
12 177 (2.21%) Physics
13 175 (2.19%) Fintech
14 160 (2.00%) Economics
15 145 (1.81%) Data Structures
16 110 (1.37%) Derivative
17 104 (1.30%) Enterprise Software
18 92 (1.15%) Artificial Intelligence
19 87 (1.09%) Data Centre
Operating Systems
1 649 (8.11%) Linux
2 441 (5.51%) Windows
3 247 (3.09%) Unix
4 145 (1.81%) Windows Server
5 100 (1.25%) Android
6 99 (1.24%) Apple iOS
7 58 (0.72%) Windows Server 2012
8 53 (0.66%) Windows Server 2008
9 44 (0.55%) CentOS
9 44 (0.55%) Ubuntu
10 36 (0.45%) Red Hat Enterprise Linux
11 35 (0.44%) Mac OS X
12 20 (0.25%) Windows Server 2003
13 18 (0.22%) Solaris
14 15 (0.19%) Windows 10
15 9 (0.11%) AIX
16 8 (0.100%) Debian
16 8 (0.100%) HPUX
17 7 (0.087%) Windows Phone
18 6 (0.075%) Windows 7
Processes & Methodologies
1 1983 (24.78%) Business Intelligence
2 1952 (24.40%) Data Analytics
3 1941 (24.26%) Agile Software Development
4 860 (10.75%) ETL
5 763 (9.54%) E-Commerce
6 702 (8.77%) Machine Learning
7 624 (7.80%) Web Analytics
8 612 (7.65%) Software Engineering
9 597 (7.46%) Scrum
10 583 (7.29%) Stakeholder Management
11 570 (7.12%) Data Analysis
12 548 (6.85%) Data Modelling
13 546 (6.82%) Data Management
14 524 (6.55%) SEO
15 518 (6.47%) Digital Marketing
16 511 (6.39%) Project Management
17 460 (5.75%) Data Visualisation
18 452 (5.65%) CRM
19 448 (5.60%) Mentoring
20 442 (5.52%) Business Analytics
Programming Languages
1 2612 (32.65%) SQL
2 1348 (16.85%) Python
3 1163 (14.54%) Java
4 1019 (12.74%) JavaScript
5 782 (9.77%) C#
6 700 (8.75%) R
7 417 (5.21%) Scala
8 404 (5.05%) C++
9 284 (3.55%) PHP
10 266 (3.32%) T-SQL
11 246 (3.07%) Perl
12 237 (2.96%) Ruby
13 208 (2.60%) VBA
14 190 (2.37%) C
15 168 (2.10%) MATLAB
16 117 (1.46%) PL/SQL
17 92 (1.15%) PowerShell
17 92 (1.15%) VB
18 91 (1.14%) Bash Shell
19 71 (0.89%) Shell Script
Qualifications
1 1705 (21.31%) Degree
2 309 (3.86%) PhD
3 190 (2.37%) Security Cleared
4 152 (1.90%) CISSP
5 93 (1.16%) SC Cleared
6 64 (0.80%) PMI Certification
7 62 (0.77%) SANS
8 51 (0.64%) Microsoft Certification
9 49 (0.61%) CISM
10 47 (0.59%) DV Cleared
11 39 (0.49%) IISP
11 39 (0.49%) MBA
12 37 (0.46%) GIAC
13 36 (0.45%) Cisco Certification
13 36 (0.45%) ISEB
14 32 (0.40%) PMP
15 30 (0.37%) CISA
16 29 (0.36%) Postgraduate
17 21 (0.26%) (ISC)2 CCSP
17 21 (0.26%) CCSP
Quality Assurance & Compliance
1 380 (4.75%) Data Quality
2 347 (4.34%) QA
3 119 (1.49%) SLA
4 91 (1.14%) ISO/IEC 27001
5 47 (0.59%) PCI DSS
6 20 (0.25%) ISO 9001
6 20 (0.25%) MiFID
7 19 (0.24%) ISO 14001
8 18 (0.22%) COBIT
8 18 (0.22%) GCP
9 16 (0.20%) Actionable Recommendations
9 16 (0.20%) Basel III
10 13 (0.16%) Basel II
10 13 (0.16%) HMG Security Policy Framework
11 12 (0.15%) HL7
12 10 (0.12%) Solvency II
13 8 (0.100%) WCAG
14 7 (0.087%) COSO
14 7 (0.087%) Dodd-Frank
15 6 (0.075%) WAI
System Software
1 157 (1.96%) Active Directory
2 155 (1.94%) Docker
3 127 (1.59%) VMware Infrastructure
4 73 (0.91%) Hyper-V
5 72 (0.90%) HDFS
6 58 (0.72%) Apache Flume
7 56 (0.70%) Virtual Machines
8 22 (0.27%) Firmware
9 21 (0.26%) Apache ZooKeeper
10 18 (0.22%) Snort
10 18 (0.22%) VirtualBox
11 15 (0.19%) Oracle RAC
12 10 (0.12%) XenApp
13 9 (0.11%) vSphere
14 7 (0.087%) Microsoft App-V
15 6 (0.075%) Cygwin
15 6 (0.075%) XenDesktop
16 5 (0.062%) Virtual Servers
16 5 (0.062%) Xen
17 4 (0.050%) vCloud
Systems Management
1 132 (1.65%) Puppet
2 115 (1.44%) Opscode Chef
3 101 (1.26%) Ansible
4 42 (0.52%) Nagios
5 31 (0.39%) Control-M
5 31 (0.39%) Oozie
6 30 (0.37%) Kubernetes
7 29 (0.36%) Host Intrusion Detection System
8 27 (0.34%) HP Quality Center
9 24 (0.30%) Grafana
10 20 (0.25%) QRadar
11 19 (0.24%) Hadoop YARN
11 19 (0.24%) RSA Security Analytics
12 17 (0.21%) Ambari
12 17 (0.21%) Mesos
13 16 (0.20%) Salt
14 15 (0.19%) Opsview
14 15 (0.19%) Riemann
15 14 (0.17%) Terraform
16 13 (0.16%) Network Intrusion Detection System
Vendors
1 1077 (13.46%) Google
2 887 (11.09%) Microsoft
3 705 (8.81%) Oracle
4 701 (8.76%) Tableau
5 356 (4.45%) Adobe
6 330 (4.12%) SAP
7 253 (3.16%) IBM
8 190 (2.37%) Cognos
9 181 (2.26%) Informatica
10 155 (1.94%) Salesforce.com
11 147 (1.84%) VMware
12 121 (1.51%) Splunk
13 101 (1.26%) Cloudera
14 98 (1.22%) MicroStrategy
14 98 (1.22%) Teradata
15 96 (1.20%) Facebook
16 91 (1.14%) Omniture
17 86 (1.07%) Hortonworks
18 73 (0.91%) Talend
19 66 (0.82%) Twitter
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 2 hours ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: Yesterday
London
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 23 hours ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £competitive
Posted: Yesterday
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 19 hours ago
London
First Point
Salary: £50000.00 - £70000.00 per annum
Posted: Yesterday
South East London
Sage UK Limited
Posted: Yesterday
Stoke-On-Trent, Staffordshire
Searchability
Salary: £25000 - £28000 per annum
Posted: Yesterday
London
Parallel Consulting
Salary: £90000 - £120000 per annum
Posted: Yesterday
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 2 days ago
Leatherhead, Surrey
Oscar
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: Yesterday
Warrington, Cheshire
Applause IT Innovation
Salary: £20000 - £30000 per annum + bens
Posted: Yesterday
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Hydrogen Group
Posted: Yesterday
Preston, Lancashire
Searchability
Salary: £20000 - £25000 per annum + Benefits
Posted: Yesterday
South West London
World First
Posted: Yesterday
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: Yesterday
Watford, Hertfordshire
Understanding Recruitment
Salary: £30000.00 per annum + Benefits
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £38000 - £45000 per annum + Bonus + Benefits
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Sage UK Limited
Posted: Yesterday
Havant, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £40000 - £85000 per annum + benefits
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £51000 per annum
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: Yesterday
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: Yesterday
Reading, Berkshire
CGI
Salary: £50000 - £60000 per annum + benefits
Posted: Yesterday