The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Analytics
UK / England
Rank 57 61 68
Rank change year-on-year +4 +7  
Permanent jobs citing Analytics 4089 4603 3884
As % of all permanent IT jobs advertised in England 5.12% 4.77% 3.93%
As % of the Processes & Methodologies category 5.75% 5.38% 4.52%
Number of salaries quoted 3237 3685 3051
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00%  
90% offered a salary of more than £35,000 £32,000 £30,000
10% offered a salary of more than £85,000 £87,500 £82,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71064 85494 86016
As % of all permanent IT job vacancies advertised in England 89.06% 88.59% 87.00%
Number of salaries quoted 58866 71552 70301
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 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in England

Analytics
Salary Trend in England

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

Salary trend for Analytics in England

Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Analytics in England over the 3 months to 24 March 2017.

Salary histogram for Analytics 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 24 March 2017. 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 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 +8 2574 £62,500 +4.16% 376
South East +14 489 £50,000 +3.62% 91
North West -9 217 £40,000 -5.88% 70
East of England +8 192 £52,500 +5.00% 42
Yorkshire +16 189 £45,000 +12.50% 23
South West +4 158 £49,000 +8.88% 16
West Midlands -3 126 £40,000 +2.23% 15
East Midlands +13 118 £43,000 +18.62% 27
North East +14 25 £35,575 -16.29% 17
Midlands +14 3 £60,000 +20.00% 1
South Coast - 1 - -
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 24 March 2017, 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 2674 (33.51%) SQL
2 2199 (27.56%) Finance
3 2022 (25.34%) Agile Software Development
4 1852 (23.21%) Business Intelligence
5 1742 (21.83%) Big Data
6 1701 (21.32%) Data Analytics
7 1682 (21.08%) Degree
8 1627 (20.39%) Marketing
9 1597 (20.01%) Analytical Skills
10 1476 (18.50%) Python
11 1255 (15.73%) Java
12 1225 (15.35%) SQL Server
13 1207 (15.13%) JavaScript
14 1098 (13.76%) HTML
15 1052 (13.18%) Google
16 999 (12.52%) Visualisation
17 927 (11.62%) Microsoft
18 896 (11.23%) CSS
18 896 (11.23%) Data Warehouse
19 882 (11.05%) C#
20 866 (10.85%) Mathematics
21 846 (10.60%) Hadoop
22 840 (10.53%) R
23 823 (10.31%) E-Commerce
24 814 (10.20%) Google Analytics
25 810 (10.15%) Tableau
26 806 (10.10%) .NET
27 803 (10.06%) ETL
28 771 (9.66%) Banking
29 751 (9.41%) Computer Science

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
1 741 (9.29%) SAS
2 585 (7.33%) Apache Spark
3 284 (3.56%) CMS
4 225 (2.82%) Elasticsearch
5 206 (2.58%) Apache
6 183 (2.29%) Apache Pig
7 155 (1.94%) SharePoint
8 118 (1.48%) WebSphere
9 94 (1.18%) IIS
10 84 (1.05%) Confluence
11 75 (0.94%) Adobe Experience Manager
12 73 (0.91%) Tomcat
13 63 (0.79%) WordPress
14 59 (0.74%) nginx
15 54 (0.68%) Apache Solr
16 43 (0.54%) JBoss
17 35 (0.44%) WebLogic
18 33 (0.41%) Jetty
19 30 (0.38%) Sitecore CMS
20 25 (0.31%) OpenStack
Applications
1 663 (8.31%) MS Excel
2 267 (3.35%) SPSS
3 206 (2.58%) MS Office
4 160 (2.01%) MS PowerPoint
5 117 (1.47%) Photoshop
6 50 (0.63%) Adobe Illustrator
7 46 (0.58%) Adobe Creative Suite
8 44 (0.55%) MS Visio
9 33 (0.41%) Spreadsheet
10 27 (0.34%) MS Project
11 25 (0.31%) SPSS Modeler
12 22 (0.28%) InVision
12 22 (0.28%) Stata
13 20 (0.25%) OmniGraffle
14 16 (0.20%) InDesign
15 8 (0.10%) EViews
16 7 (0.088%) Fireworks
17 5 (0.063%) Weka
18 4 (0.050%) S-PLUS
19 3 (0.038%) Adobe Premiere
Business Applications
1 67 (0.84%) WebTrends
2 55 (0.69%) Dynamics CRM
3 47 (0.59%) Adobe Campaign
4 36 (0.45%) Cognos Business Intelligence
5 28 (0.35%) Magento
6 25 (0.31%) Dynamics AX
6 25 (0.31%) Oracle EBS
7 22 (0.28%) Oracle ERP
7 22 (0.28%) SAP Oil and Gas
8 20 (0.25%) Oracle EBS R12
9 17 (0.21%) Cognos Planning
9 17 (0.21%) Dynamics NAV
9 17 (0.21%) Maximo
9 17 (0.21%) Payment Gateway
10 15 (0.19%) Oracle Applications
10 15 (0.19%) SAP ERP
11 14 (0.18%) Cognos TM1
11 14 (0.18%) Eloqua
12 13 (0.16%) ION MarketView
12 13 (0.16%) Oracle Payables
Cloud Services
1 814 (10.20%) Google Analytics
2 601 (7.53%) Amazon AWS
3 412 (5.16%) Microsoft Azure
4 272 (3.41%) SaaS
5 217 (2.72%) Adobe Analytics
6 143 (1.79%) Cloud Computing
7 130 (1.63%) AdWords
8 122 (1.53%) Google Cloud Platform
9 86 (1.08%) PaaS
10 73 (0.91%) GitHub
11 69 (0.86%) IaaS
12 65 (0.81%) Amazon EC2
13 53 (0.66%) Amazon S3
14 51 (0.64%) Google Tag Manager
15 38 (0.48%) Office 365
16 32 (0.40%) Amazon Kinesis
17 31 (0.39%) Amazon EMR
18 24 (0.30%) Azure Machine Learning
18 24 (0.30%) Google Play
19 22 (0.28%) Force.com
Communications & Networking
1 245 (3.07%) Internet
2 136 (1.70%) Firewall
3 94 (1.18%) HTTP
4 74 (0.93%) TCP/IP
5 71 (0.89%) Intrusion Detection
6 62 (0.78%) Network Security
7 38 (0.48%) Wireless
8 37 (0.46%) DNS
9 33 (0.41%) HTTPS
10 31 (0.39%) LAN
10 31 (0.39%) SSL
11 28 (0.35%) VPN
12 24 (0.30%) WAN
13 22 (0.28%) Skype
14 18 (0.23%) Cisco ASA
15 17 (0.21%) DHCP
15 17 (0.21%) Intranet
15 17 (0.21%) SNMP
15 17 (0.21%) Wireshark
16 14 (0.18%) SAN
Database & Business Intelligence
1 1742 (21.83%) Big Data
2 1225 (15.35%) SQL Server
3 896 (11.23%) Data Warehouse
4 846 (10.60%) Hadoop
5 566 (7.09%) SQL Server Integration Services
6 548 (6.87%) Relational Database
7 493 (6.18%) SQL Server Reporting Services
8 477 (5.98%) QlikView
9 437 (5.48%) NoSQL
10 428 (5.36%) MySQL
11 356 (4.46%) Power BI
12 353 (4.42%) SQL Server Analysis Services
13 331 (4.15%) MongoDB
14 298 (3.73%) Data Mining
15 290 (3.63%) Apache Hive
16 270 (3.38%) BusinessObjects
17 222 (2.78%) RDBMS
18 181 (2.27%) PostgreSQL
19 155 (1.94%) Apache Cassandra
20 124 (1.55%) Amazon Redshift
Development Applications
1 378 (4.74%) Git (software)
2 276 (3.46%) JIRA
3 176 (2.21%) Jenkins
4 146 (1.83%) Subversion
5 103 (1.29%) Selenium
6 95 (1.19%) Team Foundation Server
7 90 (1.13%) Visual Studio
8 78 (0.98%) Talend Open Studio
9 77 (0.96%) TeamCity
10 71 (0.89%) Axure RP
11 61 (0.76%) Maven
12 58 (0.73%) JUnit
12 58 (0.73%) Karma Test Runner
13 46 (0.58%) gulp
13 46 (0.58%) Jasmine
14 45 (0.56%) Ant
14 45 (0.56%) Hudson
15 43 (0.54%) Grunt
16 38 (0.48%) Eclipse
17 37 (0.46%) Cucumber
General
1 2199 (27.56%) Finance
2 1627 (20.39%) Marketing
3 771 (9.66%) Banking
4 694 (8.70%) Retail
5 302 (3.78%) Investment Banking
6 286 (3.58%) Advertising
7 237 (2.97%) Telecoms
8 214 (2.68%) Games
9 206 (2.58%) Legal
10 173 (2.17%) Front Office
11 150 (1.88%) Publishing
12 114 (1.43%) Manufacturing
13 92 (1.15%) Military
14 87 (1.09%) Pharmaceutical
15 70 (0.88%) Financial Institution
16 62 (0.78%) Electronics
17 61 (0.76%) Back Office
17 61 (0.76%) Spanish Language
18 54 (0.68%) French Language
19 50 (0.63%) German Language
Job Titles
1 1845 (23.12%) Developer
2 1550 (19.42%) Analyst
3 618 (7.74%) Architect
4 524 (6.57%) Consultant
5 420 (5.26%) Data Scientist
6 406 (5.09%) C# Developer
7 359 (4.50%) Data Analyst
8 312 (3.91%) Analytics Manager
9 308 (3.86%) Senior Developer
10 266 (3.33%) Java Developer
11 258 (3.23%) Data Architect
12 252 (3.16%) Business Analyst
13 225 (2.82%) Business Intelligence Analyst
14 218 (2.73%) Senior Analyst
15 213 (2.67%) Business Intelligence Developer
16 197 (2.47%) Data Engineer
16 197 (2.47%) Software Engineer
17 192 (2.41%) SQL Developer
18 176 (2.21%) Solutions Architect
19 172 (2.16%) Project Manager
Libraries, Frameworks & Software Standards
1 1098 (13.76%) HTML
2 896 (11.23%) CSS
3 806 (10.10%) .NET
4 511 (6.40%) AngularJS
5 509 (6.38%) Web Services
6 495 (6.20%) HTML5
7 366 (4.59%) XML
8 361 (4.52%) jQuery
9 323 (4.05%) Node.js
10 299 (3.75%) CSS3
11 280 (3.51%) RESTful
12 249 (3.12%) ASP.NET
13 230 (2.88%) REST
14 217 (2.72%) JSON
15 210 (2.63%) Spring
16 185 (2.32%) .NET Framework
17 143 (1.79%) SOAP
18 140 (1.75%) Middleware
19 129 (1.62%) D3.js
20 126 (1.58%) React
Miscellaneous
1 1597 (20.01%) Analytical Skills
2 751 (9.41%) Computer Science
3 622 (7.79%) User Experience
4 398 (4.99%) Social Media
5 374 (4.69%) Algorithms
6 303 (3.80%) Management Information System
7 239 (2.99%) Fintech
8 236 (2.96%) Credit Risk
9 228 (2.86%) Mobile App
10 158 (1.98%) Enterprise Software
11 127 (1.59%) Data Structures
12 126 (1.58%) Fixed Income
13 90 (1.13%) Foreign Exchange (FX)
14 86 (1.08%) Hedge funds
15 83 (1.04%) Derivative
16 79 (0.99%) Data Centre
16 79 (0.99%) Digital Media
17 73 (0.91%) Internet of Things
18 68 (0.85%) Life Science
19 62 (0.78%) Equities
Operating Systems
1 702 (8.80%) Linux
2 429 (5.38%) Windows
3 248 (3.11%) Unix
4 132 (1.65%) Windows Server
5 111 (1.39%) Android
6 83 (1.04%) Apple iOS
7 62 (0.78%) Windows Server 2012
8 55 (0.69%) CentOS
9 45 (0.56%) Windows Server 2008
10 28 (0.35%) Red Hat Enterprise Linux
10 28 (0.35%) Ubuntu
11 20 (0.25%) Windows 10
12 18 (0.23%) Mac OS X
13 16 (0.20%) Windows 7
14 10 (0.13%) Solaris
15 8 (0.10%) Windows Mobile
15 8 (0.10%) Windows Phone
15 8 (0.10%) Windows Phone 8
16 5 (0.063%) AIX
16 5 (0.063%) Windows 8
Processes & Methodologies
1 2022 (25.34%) Agile Software Development
2 1852 (23.21%) Business Intelligence
3 1701 (21.32%) Data Analytics
4 999 (12.52%) Visualisation
5 866 (10.85%) Mathematics
6 823 (10.31%) E-Commerce
7 803 (10.06%) ETL
8 712 (8.92%) Scrum
9 691 (8.66%) Machine Learning
10 646 (8.10%) Web Analytics
11 597 (7.48%) Software Engineering
12 587 (7.36%) Stakeholder Management
13 579 (7.26%) Data Modelling
14 559 (7.01%) TDD
15 542 (6.79%) Data Visualisation
16 524 (6.57%) Data Analysis
17 503 (6.30%) SEO
18 490 (6.14%) Digital Marketing
19 482 (6.04%) Project Management
20 470 (5.89%) CRM
Programming Languages
1 2674 (33.51%) SQL
2 1476 (18.50%) Python
3 1255 (15.73%) Java
4 1207 (15.13%) JavaScript
5 882 (11.05%) C#
6 840 (10.53%) R
7 390 (4.89%) C++
8 377 (4.72%) Scala
9 326 (4.09%) T-SQL
10 315 (3.95%) C
11 306 (3.83%) PHP
12 270 (3.38%) VBA
13 222 (2.78%) Ruby
14 220 (2.76%) Perl
15 165 (2.07%) MATLAB
16 105 (1.32%) Shell Script
17 94 (1.18%) PL/SQL
18 86 (1.08%) Bash Shell
19 83 (1.04%) TypeScript
20 74 (0.93%) PowerShell
Qualifications
1 1682 (21.08%) Degree
2 273 (3.42%) PhD
3 153 (1.92%) Security Cleared
4 127 (1.59%) CISSP
5 65 (0.81%) DV Cleared
6 62 (0.78%) Microsoft Certification
7 57 (0.71%) SC Cleared
8 53 (0.66%) CISM
9 49 (0.61%) ISEB
10 48 (0.60%) PMI Certification
11 46 (0.58%) GCIA
12 39 (0.49%) MBA
13 38 (0.48%) Postgraduate
14 36 (0.45%) SANS
15 34 (0.43%) CEH
15 34 (0.43%) CISA
16 31 (0.39%) Cisco Certification
17 30 (0.38%) GIAC
18 29 (0.36%) PMP
19 28 (0.35%) GCIH
Quality Assurance & Compliance
1 367 (4.60%) QA
2 308 (3.86%) Data Quality
3 86 (1.08%) SLA
4 79 (0.99%) ISO/IEC 27001
5 50 (0.63%) PCI DSS
6 25 (0.31%) IFRS
6 25 (0.31%) PMO
7 24 (0.30%) IFRS 9
8 23 (0.29%) ISO 9001
9 21 (0.26%) Basel II
9 21 (0.26%) Basel III
10 20 (0.25%) COBIT
10 20 (0.25%) ISO 14001
11 19 (0.24%) MiFID
12 14 (0.18%) Actionable Recommendations
13 13 (0.16%) Solvency II
14 10 (0.13%) GCP
14 10 (0.13%) IAS 39
15 9 (0.11%) GDPR
16 8 (0.10%) HMG Security Policy Framework
System Software
1 173 (2.17%) Docker
2 139 (1.74%) Active Directory
3 121 (1.52%) VMware Infrastructure
4 77 (0.96%) Hyper-V
5 60 (0.75%) HDFS
6 53 (0.66%) Apache Flume
7 29 (0.36%) Virtual Machines
8 21 (0.26%) Firmware
9 16 (0.20%) XenApp
10 11 (0.14%) Oracle RAC
10 11 (0.14%) Snort
11 9 (0.11%) Apache ZooKeeper
12 7 (0.088%) VirtualBox
12 7 (0.088%) XenDesktop
13 6 (0.075%) Terminal Services
13 6 (0.075%) XenServer
14 5 (0.063%) DFS Replication
14 5 (0.063%) MetaFrame
14 5 (0.063%) vSphere
15 3 (0.038%) ProxySG
Systems Management
1 121 (1.52%) Puppet
2 118 (1.48%) Ansible
3 116 (1.45%) Opscode Chef
4 41 (0.51%) Grafana
5 33 (0.41%) Kibana
6 32 (0.40%) Nagios
7 30 (0.38%) Kubernetes
8 27 (0.34%) Oozie
9 20 (0.25%) Opsview
9 20 (0.25%) Riemann
10 19 (0.24%) SCCM
11 18 (0.23%) logstash
12 16 (0.20%) Piwik
13 15 (0.19%) QRadar
14 14 (0.18%) Host Intrusion Detection System
15 13 (0.16%) HP Quality Center
15 13 (0.16%) RSA Security Analytics
15 13 (0.16%) Terraform
16 12 (0.15%) Network Intrusion Detection System
17 8 (0.10%) Mesos
Vendors
1 1052 (13.18%) Google
2 927 (11.62%) Microsoft
3 810 (10.15%) Tableau
4 690 (8.65%) Oracle
5 386 (4.84%) Adobe
6 281 (3.52%) SAP
7 220 (2.76%) IBM
8 169 (2.12%) Cognos
9 135 (1.69%) Teradata
10 134 (1.68%) VMware
11 127 (1.59%) Informatica
12 126 (1.58%) Salesforce.com
13 121 (1.52%) Splunk
14 101 (1.27%) MicroStrategy
15 86 (1.08%) Facebook
16 80 (1.00%) Omniture
17 78 (0.98%) hybris
17 78 (0.98%) Talend
18 58 (0.73%) Hyperion
19 57 (0.71%) Cloudera
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 51 minutes ago
City, London
Software Personnel International Ltd
Posted: 56 minutes ago
London
Testing Circle Ltd
Salary: £35000 per annum + benefits
Posted: 15 hours ago
Gloucester, Gloucestershire
Proactive Appointments
Salary: £36000 - £45000 per annum + Brilliant Benefits
Posted: 14 hours ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £44,500 per annum
Posted: 16 hours ago
London
Parallel Consulting
Salary: £65000 - £70000 per annum + Outstanding Bonus and benefits
Posted: 23 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 19 hours ago
South East London
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 16 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: Yesterday
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 19 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 19 hours ago
London
Premier IT
Salary: £30000 - £35000 per annum
Posted: 13 hours ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 15 hours ago
Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: 19 hours ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 23 hours ago
Bristol, Avon
X4 Group
Salary: £45k - 60k per year
Posted: 14 hours ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 16 hours ago
London
Premier IT
Salary: £45000 - £60000 per annum
Posted: 14 hours ago
South East London
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 12 hours ago
Havant, Hampshire
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 12 hours ago
South East
Stepstone UK
Salary: Competitive plus Generous Benefits
Posted: 16 hours ago
Buckinghamshire
Tria Recruitment
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 19 hours ago
London
Harvey Nash plc
Salary: £55000 - £65000 per annum
Posted: 21 hours ago
High Wycombe, Buckinghamshire
Empiric.com
Salary: From £60,000 to £60,000 per annum
Posted: Yesterday
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26000.00 - £28500.00 per annum
Posted: Yesterday
Derby, Derbyshire
Rullion
Posted: 16 hours ago
St. Helens, Merseyside
Greywood Associates Limited
Salary: £45000 - £50000 per annum + Bens
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 21 hours ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 15 hours ago