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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Analytics
UK / England
Rank 60 58 78
Rank change year-on-year
-2 +20
Permanent jobs citing Analytics 3779 4538 3558
As % of all permanent IT jobs located in England 4.80% 4.85% 3.63%
As % of the Processes & Methodologies category 5.45% 5.53% 4.21%
Number of salaries quoted 3033 3661 2859
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year
- +10.00%
90% offered a salary of more than £34,000 £32,500 £30,000
10% offered a salary of more than £84,000 £85,000 £80,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
69355 82040 84447
As % of all permanent IT jobs located in England 88.14% 87.72% 86.05%
Number of salaries quoted 57535 69015 70235
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 19 January 2017.

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 19 January 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 -1 2210 £60,000 - 326
South East +1 514 £50,000 - 77
North West +4 256 £40,000 - 56
East of England +23 213 £52,500 +5.00% 23
Yorkshire +20 161 £42,500 +21.42% 42
West Midlands -22 157 £40,000 -5.88% 32
South West -27 150 £50,000 +15.60% 20
East Midlands +26 97 £37,500 -16.66% 26
North East +8 15 £42,500 -16.22% 5
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 19 January 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 2593 (33.42%) SQL
2 2013 (25.95%) Finance
3 1991 (25.66%) Agile Software Development
4 1933 (24.92%) Business Intelligence
5 1799 (23.19%) Data Analytics
6 1792 (23.10%) Big Data
7 1674 (21.58%) Degree
8 1670 (21.53%) Marketing
9 1518 (19.57%) Analytical Skills
10 1332 (17.17%) Python
11 1155 (14.89%) Java
12 1122 (14.46%) SQL Server
13 1087 (14.01%) JavaScript
13 1087 (14.01%) HTML
14 1015 (13.08%) Google
15 939 (12.10%) Data Warehouse
16 917 (11.82%) Visualisation
17 880 (11.34%) Hadoop
18 861 (11.10%) CSS
18 861 (11.10%) Microsoft
19 827 (10.66%) C#
20 815 (10.51%) ETL
21 804 (10.36%) Google Analytics
22 758 (9.77%) E-Commerce
23 735 (9.47%) Computer Science
24 721 (9.29%) SAS
25 720 (9.28%) R
26 708 (9.13%) .NET
27 688 (8.87%) Tableau
28 687 (8.86%) Oracle

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
1 721 (9.29%) SAS
2 591 (7.62%) Apache Spark
3 296 (3.82%) CMS
4 213 (2.75%) Apache Pig
5 210 (2.71%) Elasticsearch
6 184 (2.37%) Apache
7 180 (2.32%) SharePoint
8 97 (1.25%) IIS
9 95 (1.22%) WordPress
10 93 (1.20%) WebSphere
11 75 (0.97%) Confluence
12 56 (0.72%) Tomcat
13 54 (0.70%) Adobe Experience Manager
14 49 (0.63%) Drupal
14 49 (0.63%) nginx
15 44 (0.57%) Apache Solr
16 40 (0.52%) JBoss
17 35 (0.45%) Sitecore CMS
18 32 (0.41%) WebLogic
19 29 (0.37%) OpenStack
Applications
1 588 (7.58%) MS Excel
2 297 (3.83%) SPSS
3 207 (2.67%) MS Office
4 189 (2.44%) MS PowerPoint
5 109 (1.41%) Photoshop
6 69 (0.89%) MS Visio
7 38 (0.49%) Adobe Illustrator
8 34 (0.44%) MS Project
9 33 (0.43%) Adobe Creative Suite
9 33 (0.43%) Stata
10 26 (0.34%) Spreadsheet
11 23 (0.30%) InDesign
12 22 (0.28%) InVision
13 18 (0.23%) OmniGraffle
14 10 (0.13%) Fireworks
14 10 (0.13%) GNU Octave
15 6 (0.077%) EViews
15 6 (0.077%) Mathematica
16 4 (0.052%) S-PLUS
17 3 (0.039%) Adobe Premiere
Business Applications
1 63 (0.81%) Adobe Campaign
1 63 (0.81%) WebTrends
2 54 (0.70%) Dynamics CRM
3 47 (0.61%) Magento
4 45 (0.58%) Cognos Business Intelligence
5 30 (0.39%) Oracle EBS
6 28 (0.36%) SAP Oil and Gas
7 22 (0.28%) Cognos TM1
8 21 (0.27%) FastStats
9 18 (0.23%) Salesforce.com CRM
10 17 (0.22%) Oracle EBS R12
11 16 (0.21%) Cognos Planning
11 16 (0.21%) Payment Gateway
12 15 (0.19%) OpenCart
12 15 (0.19%) Oracle Applications
12 15 (0.19%) Oracle ERP
13 14 (0.18%) Eloqua
14 13 (0.17%) SAP CRM
15 12 (0.15%) Oracle Receivables
16 11 (0.14%) Oracle Payables
Cloud Services
1 804 (10.36%) Google Analytics
2 580 (7.48%) Amazon AWS
3 373 (4.81%) Microsoft Azure
4 242 (3.12%) SaaS
5 203 (2.62%) Adobe Analytics
6 165 (2.13%) Cloud Computing
7 131 (1.69%) AdWords
8 114 (1.47%) Google Cloud Platform
9 110 (1.42%) PaaS
10 86 (1.11%) GitHub
11 82 (1.06%) Amazon EC2
12 75 (0.97%) IaaS
13 55 (0.71%) Amazon S3
14 46 (0.59%) Office 365
15 43 (0.55%) Google Tag Manager
16 41 (0.53%) Amazon EMR
17 36 (0.46%) Amazon Kinesis
18 27 (0.35%) AWS Elastic Beanstalk
19 26 (0.34%) Data Lake Analytics
20 23 (0.30%) Heroku
Communications & Networking
1 247 (3.18%) Internet
2 129 (1.66%) Firewall
3 109 (1.41%) HTTP
4 77 (0.99%) TCP/IP
5 64 (0.82%) Intrusion Detection
6 63 (0.81%) Network Security
7 40 (0.52%) Wireless
8 39 (0.50%) DNS
9 31 (0.40%) SSL
10 29 (0.37%) LAN
11 28 (0.36%) VPN
12 26 (0.34%) HTTPS
13 22 (0.28%) Intranet
13 22 (0.28%) Skype
13 22 (0.28%) WAN
14 19 (0.24%) Cisco ASA
15 18 (0.23%) Wireshark
16 17 (0.22%) VoIP
17 16 (0.21%) DHCP
17 16 (0.21%) FTP
Database & Business Intelligence
1 1792 (23.10%) Big Data
2 1122 (14.46%) SQL Server
3 939 (12.10%) Data Warehouse
4 880 (11.34%) Hadoop
5 565 (7.28%) Relational Database
6 533 (6.87%) SQL Server Integration Services
7 480 (6.19%) NoSQL
8 442 (5.70%) SQL Server Reporting Services
9 426 (5.49%) MySQL
10 400 (5.16%) QlikView
11 341 (4.40%) MongoDB
12 329 (4.24%) SQL Server Analysis Services
13 322 (4.15%) Data Mining
14 311 (4.01%) Apache Hive
15 286 (3.69%) Power BI
16 252 (3.25%) BusinessObjects
17 239 (3.08%) RDBMS
18 199 (2.57%) PostgreSQL
19 169 (2.18%) Apache Cassandra
20 135 (1.74%) Amazon Redshift
Development Applications
1 344 (4.43%) Git (software)
2 254 (3.27%) JIRA
3 180 (2.32%) Jenkins
4 133 (1.71%) Subversion
5 101 (1.30%) Team Foundation Server
6 92 (1.19%) Visual Studio
7 86 (1.11%) Selenium
8 78 (1.01%) TeamCity
9 74 (0.95%) Talend Open Studio
10 71 (0.92%) Axure RP
11 54 (0.70%) Jasmine
12 52 (0.67%) JUnit
13 50 (0.64%) Karma Test Runner
14 46 (0.59%) Hudson
15 45 (0.58%) Maven
16 34 (0.44%) Eclipse
17 31 (0.40%) Grunt
17 31 (0.40%) PhantomJS
18 30 (0.39%) GitLab
19 29 (0.37%) WebDriver
General
1 2013 (25.95%) Finance
2 1670 (21.53%) Marketing
3 685 (8.83%) Retail
4 664 (8.56%) Banking
5 266 (3.43%) Advertising
6 260 (3.35%) Telecoms
7 248 (3.20%) Games
8 222 (2.86%) Investment Banking
9 197 (2.54%) Legal
10 169 (2.18%) Front Office
11 150 (1.93%) Publishing
12 112 (1.44%) Manufacturing
13 86 (1.11%) Military
14 75 (0.97%) Pharmaceutical
15 73 (0.94%) Electronics
16 69 (0.89%) Law
17 63 (0.81%) Retail Banking
18 58 (0.75%) Back Office
19 57 (0.73%) Spanish Language
20 52 (0.67%) French Language
Job Titles
1 1705 (21.98%) Developer
2 1504 (19.39%) Analyst
3 603 (7.77%) Architect
4 552 (7.12%) Consultant
5 394 (5.08%) Data Scientist
6 363 (4.68%) Data Analyst
7 310 (4.00%) Senior Developer
8 304 (3.92%) C# Developer
9 283 (3.65%) Java Developer
10 279 (3.60%) Data Architect
11 261 (3.36%) Business Analyst
12 253 (3.26%) Analytics Manager
13 240 (3.09%) Software Engineer
14 207 (2.67%) Senior Analyst
15 199 (2.57%) .NET Developer
16 184 (2.37%) SQL Developer
17 178 (2.29%) Business Intelligence Developer
18 174 (2.24%) JavaScript Developer
19 172 (2.22%) Senior Manager
20 170 (2.19%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1087 (14.01%) HTML
2 861 (11.10%) CSS
3 708 (9.13%) .NET
4 474 (6.11%) HTML5
5 451 (5.81%) Web Services
6 425 (5.48%) AngularJS
7 349 (4.50%) jQuery
8 305 (3.93%) XML
9 293 (3.78%) CSS3
10 262 (3.38%) RESTful
11 253 (3.26%) Node.js
12 249 (3.21%) ASP.NET
13 232 (2.99%) REST
14 214 (2.76%) Spring
15 187 (2.41%) JSON
16 143 (1.84%) .NET Framework
16 143 (1.84%) Middleware
17 136 (1.75%) Hibernate
18 134 (1.73%) ASP.NET MVC
19 121 (1.56%) MDX
Miscellaneous
1 1518 (19.57%) Analytical Skills
2 917 (11.82%) Visualisation
3 735 (9.47%) Computer Science
4 586 (7.55%) Mathematics
5 551 (7.10%) User Experience
6 457 (5.89%) Statistics
7 396 (5.10%) Social Media
8 384 (4.95%) Algorithms
9 309 (3.98%) Management Information System
10 256 (3.30%) Credit Risk
11 244 (3.15%) Mobile App
12 197 (2.54%) Data Integration
13 190 (2.45%) Fintech
14 155 (2.00%) Physics
15 153 (1.97%) Economics
16 136 (1.75%) Enterprise Software
17 130 (1.68%) Data Structures
18 101 (1.30%) Derivative
19 93 (1.20%) Artificial Intelligence
20 88 (1.13%) Internet of Things
Operating Systems
1 678 (8.74%) Linux
2 421 (5.43%) Windows
3 244 (3.15%) Unix
4 127 (1.64%) Windows Server
5 90 (1.16%) Android
6 89 (1.15%) Apple iOS
7 55 (0.71%) Windows Server 2012
8 47 (0.61%) Ubuntu
9 42 (0.54%) CentOS
10 39 (0.50%) Windows Server 2008
11 34 (0.44%) Red Hat Enterprise Linux
12 16 (0.21%) Mac OS X
12 16 (0.21%) Solaris
13 13 (0.17%) Windows Server 2003
14 12 (0.15%) Windows 10
14 12 (0.15%) Windows Phone
15 10 (0.13%) Debian
16 8 (0.10%) Windows Phone 8
17 6 (0.077%) AIX
17 6 (0.077%) Windows 7
Processes & Methodologies
1 1991 (25.66%) Agile Software Development
2 1933 (24.92%) Business Intelligence
3 1799 (23.19%) Data Analytics
4 815 (10.51%) ETL
5 758 (9.77%) E-Commerce
6 675 (8.70%) Web Analytics
7 656 (8.46%) Scrum
8 641 (8.26%) Machine Learning
9 613 (7.90%) Software Engineering
10 542 (6.99%) Stakeholder Management
11 540 (6.96%) Data Modelling
12 539 (6.95%) Data Analysis
13 519 (6.69%) SEO
14 514 (6.63%) Digital Marketing
15 482 (6.21%) TDD
16 480 (6.19%) CRM
17 479 (6.17%) Data Management
18 456 (5.88%) Mentoring
19 450 (5.80%) Project Management
20 449 (5.79%) Data Visualisation
Programming Languages
1 2593 (33.42%) SQL
2 1332 (17.17%) Python
3 1155 (14.89%) Java
4 1087 (14.01%) JavaScript
5 827 (10.66%) C#
6 720 (9.28%) R
7 396 (5.10%) Scala
8 386 (4.98%) C++
9 290 (3.74%) T-SQL
10 289 (3.73%) PHP
11 261 (3.36%) Ruby
12 256 (3.30%) Perl
13 250 (3.22%) C
14 239 (3.08%) VBA
15 158 (2.04%) MATLAB
16 115 (1.48%) PL/SQL
17 82 (1.06%) Bash Shell
17 82 (1.06%) VB
18 81 (1.04%) Shell Script
19 65 (0.84%) PowerShell
Qualifications
1 1674 (21.58%) Degree
2 269 (3.47%) PhD
3 164 (2.11%) Security Cleared
4 139 (1.79%) CISSP
5 60 (0.77%) SC Cleared
6 58 (0.75%) Microsoft Certification
7 57 (0.73%) DV Cleared
8 51 (0.66%) PMI Certification
9 50 (0.64%) ISEB
10 47 (0.61%) CISM
11 41 (0.53%) MBA
12 39 (0.50%) IISP
13 36 (0.46%) Postgraduate
14 34 (0.44%) SANS
15 33 (0.43%) GCIA
16 31 (0.40%) CEH
17 30 (0.39%) CISA
18 28 (0.36%) PMP
19 22 (0.28%) GIAC
20 21 (0.27%) GCIH
Quality Assurance & Compliance
1 336 (4.33%) Data Quality
2 325 (4.19%) QA
3 102 (1.31%) SLA
4 95 (1.22%) ISO/IEC 27001
5 42 (0.54%) PCI DSS
6 26 (0.34%) ISO 9001
7 23 (0.30%) COBIT
7 23 (0.30%) ISO 14001
8 21 (0.27%) Basel III
9 19 (0.24%) MiFID
10 18 (0.23%) Basel II
11 16 (0.21%) GCP
12 14 (0.18%) Actionable Recommendations
13 11 (0.14%) HL7
14 10 (0.13%) Solvency II
15 8 (0.10%) HMG Security Policy Framework
16 7 (0.090%) COSO
16 7 (0.090%) Dodd-Frank
17 6 (0.077%) SDET
17 6 (0.077%) WCAG
System Software
1 165 (2.13%) Docker
2 138 (1.78%) Active Directory
3 130 (1.68%) VMware Infrastructure
4 82 (1.06%) Hyper-V
5 71 (0.92%) HDFS
6 62 (0.80%) Apache Flume
7 45 (0.58%) Virtual Machines
8 25 (0.32%) Firmware
9 16 (0.21%) Oracle RAC
10 15 (0.19%) Snort
11 14 (0.18%) Apache ZooKeeper
12 12 (0.15%) XenApp
13 9 (0.12%) VirtualBox
14 8 (0.10%) XenDesktop
15 7 (0.090%) vSphere
16 5 (0.064%) Terminal Services
16 5 (0.064%) Virtual Servers
16 5 (0.064%) Xen
16 5 (0.064%) XenServer
17 4 (0.052%) GridGain
Systems Management
1 136 (1.75%) Puppet
2 130 (1.68%) Opscode Chef
3 121 (1.56%) Ansible
4 40 (0.52%) Nagios
5 35 (0.45%) Grafana
6 32 (0.41%) Kubernetes
7 27 (0.35%) Control-M
8 26 (0.34%) HP Quality Center
9 21 (0.27%) Oozie
10 20 (0.26%) Opsview
10 20 (0.26%) Riemann
11 19 (0.24%) Host Intrusion Detection System
11 19 (0.24%) Terraform
12 18 (0.23%) Kibana
13 17 (0.22%) Mesos
14 16 (0.21%) QRadar
14 16 (0.21%) RSA Security Analytics
14 16 (0.21%) SCCM
15 14 (0.18%) logstash
16 13 (0.17%) Network Intrusion Detection System
Vendors
1 1015 (13.08%) Google
2 861 (11.10%) Microsoft
3 688 (8.87%) Tableau
4 687 (8.86%) Oracle
5 369 (4.76%) Adobe
6 271 (3.49%) SAP
7 229 (2.95%) IBM
8 170 (2.19%) Cognos
9 144 (1.86%) VMware
10 137 (1.77%) Informatica
11 130 (1.68%) Salesforce.com
12 129 (1.66%) Teradata
13 128 (1.65%) Splunk
14 85 (1.10%) MicroStrategy
15 80 (1.03%) Facebook
16 74 (0.95%) Talend
17 71 (0.92%) Omniture
18 62 (0.80%) Hyperion
19 58 (0.75%) Cloudera
19 58 (0.75%) Hortonworks
Banbury, Oxfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: 11 hours ago
London
Mortimer Spinks
Salary: £35000 - £50000 per annum + benfits and bonus
Posted: 13 hours ago
Greater Manchester
EasyWebRecruitment.com
Salary: £25,000 + benefits
Posted: 17 hours ago
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: 10 hours ago
London
Lawrence Harvey Enterprise
Salary: £40000 - £45000 per annum + Benefits
Posted: 12 hours ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 7 hours ago
North West London
Digital Science
Salary: From £45,000 to £50,000 per annum
Posted: 10 hours ago
Witney, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £40,000 per annum + benefits
Posted: 16 hours ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 11 hours ago
London
Venturi
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 18 hours ago
London
Pioneer Search
Salary: £60000.00 - £70000.00 per annum
Posted: 9 hours ago
West Sussex
Creative Personnel
Salary: £28000 - £32000 per annum
Posted: 14 hours ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 14 hours ago
London
Spencer Knight Recruitment
Salary: From £60,000 to £80,000 per annum (dep on exp) + Bonus + Ex bens
Posted: 16 hours ago
London
Nicoll Curtin
Salary: £55000.00 - £75500.00 per annum + excellent package
Posted: Yesterday
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £40000 - £45000 per annum
Posted: 9 hours ago
South East
Austin Fraser
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: Yesterday
Wallingford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £25,000 per annum
Posted: Yesterday
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 17 hours ago
London
HFG
Salary: £45000 - £50000 per annum, Benefits +Bonus & Benefits
Posted: Yesterday
London
Hays Finance Technology
Posted: 18 hours ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £30000 - £35000 per annum
Posted: 8 hours ago
Bury, Lancashire
Pro-Quest Resourcing Ltd
Salary: £30000 - £37000 Per Annum + benefits
Posted: 11 hours ago
Burnley, Lancashire
Mane Contract Services Limited
Salary: £40000 - £55000 per annum + Benefits
Posted: 10 hours ago
Solihull, West Midlands (County)
360 Resourcing Solutions
Salary: £35000.00 to £45000.00 per year
Posted: 13 hours ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: Yesterday
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum
Posted: Yesterday
South East
Austin Fraser
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday