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

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Analytics
UK / England
Rank 56 61 71
Rank change year-on-year
+5 +10
Permanent jobs citing Analytics 3949 4618 3826
As % of all permanent IT jobs located in England 5.06% 4.81% 3.84%
As % of the Processes & Methodologies category 5.70% 5.44% 4.43%
Number of salaries quoted 3172 3726 3039
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 £32,500 £30,500
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £45,000 £46,300 £44,000
% change year-on-year
-2.80% +5.22%

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
69329 84814 86424
As % of all permanent IT jobs located in England 88.86% 88.38% 86.70%
Number of salaries quoted 57376 71122 71288
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 £31,500
10% offered a salary of more than £77,500 £75,000 £76,000
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 February 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 26 February 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 +6 2393 £60,000 - 353
South East +13 484 £50,000 +5.26% 87
North West +6 233 £40,000 -5.88% 51
Yorkshire +29 202 £42,500 +6.25% 30
East of England +11 201 £52,500 +5.00% 42
South West -2 166 £50,000 +17.64% 34
West Midlands -3 151 £40,000 -9.03% 25
East Midlands +12 106 £42,500 +6.25% 22
North East +6 13 £45,000 +5.88% 8
South Coast 0 1 - -
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 26 February 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 2602 (33.38%) SQL
2 2097 (26.90%) Finance
3 1984 (25.45%) Agile Software Development
4 1889 (24.23%) Business Intelligence
5 1751 (22.46%) Data Analytics
6 1740 (22.32%) Big Data
7 1644 (21.09%) Degree
8 1641 (21.05%) Marketing
9 1520 (19.50%) Analytical Skills
10 1383 (17.74%) Python
11 1186 (15.21%) Java
12 1152 (14.78%) SQL Server
13 1132 (14.52%) JavaScript
14 1105 (14.18%) HTML
15 1018 (13.06%) Google
16 960 (12.32%) Visualisation
17 922 (11.83%) Data Warehouse
18 910 (11.67%) Microsoft
19 890 (11.42%) CSS
20 871 (11.17%) Mathematics
21 846 (10.85%) C#
22 842 (10.80%) Hadoop
23 795 (10.20%) E-Commerce
24 793 (10.17%) Google Analytics
25 791 (10.15%) ETL
26 765 (9.81%) .NET
26 765 (9.81%) R
27 760 (9.75%) Tableau
28 741 (9.51%) Computer Science
29 732 (9.39%) SAS

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
1 732 (9.39%) SAS
2 577 (7.40%) Apache Spark
3 278 (3.57%) CMS
4 222 (2.85%) Elasticsearch
5 198 (2.54%) Apache Pig
6 187 (2.40%) Apache
7 165 (2.12%) SharePoint
8 104 (1.33%) WebSphere
9 89 (1.14%) IIS
10 82 (1.05%) Confluence
11 79 (1.01%) WordPress
12 66 (0.85%) Tomcat
13 61 (0.78%) nginx
14 57 (0.73%) Adobe Experience Manager
15 44 (0.56%) JBoss
16 42 (0.54%) Apache Solr
17 37 (0.47%) WebLogic
18 35 (0.45%) Jetty
19 32 (0.41%) Sitecore CMS
20 28 (0.36%) Drupal
Applications
1 631 (8.09%) MS Excel
2 278 (3.57%) SPSS
3 201 (2.58%) MS Office
4 172 (2.21%) MS PowerPoint
5 112 (1.44%) Photoshop
6 50 (0.64%) MS Visio
7 41 (0.53%) Adobe Creative Suite
8 40 (0.51%) Adobe Illustrator
9 32 (0.41%) Spreadsheet
10 30 (0.38%) MS Project
11 27 (0.35%) Stata
12 22 (0.28%) InVision
13 20 (0.26%) InDesign
14 19 (0.24%) SPSS Modeler
15 18 (0.23%) OmniGraffle
16 9 (0.12%) Fireworks
17 8 (0.10%) EViews
18 4 (0.051%) Mathematica
19 3 (0.038%) Adobe Premiere
19 3 (0.038%) Weka
Business Applications
1 64 (0.82%) WebTrends
2 56 (0.72%) Dynamics CRM
3 50 (0.64%) Adobe Campaign
4 38 (0.49%) Cognos Business Intelligence
5 31 (0.40%) Magento
6 26 (0.33%) SAP Oil and Gas
7 25 (0.32%) Oracle EBS
8 22 (0.28%) Dynamics AX
9 21 (0.27%) Oracle ERP
10 20 (0.26%) Oracle EBS R12
11 18 (0.23%) FastStats
12 16 (0.21%) Cognos Planning
12 16 (0.21%) Dynamics NAV
12 16 (0.21%) Oracle Applications
12 16 (0.21%) Payment Gateway
13 15 (0.19%) Cognos TM1
13 15 (0.19%) SAP ERP
14 13 (0.17%) Maximo
14 13 (0.17%) Salesforce.com CRM
15 12 (0.15%) SAP CRM
Cloud Services
1 793 (10.17%) Google Analytics
2 590 (7.57%) Amazon AWS
3 406 (5.21%) Microsoft Azure
4 248 (3.18%) SaaS
5 206 (2.64%) Adobe Analytics
6 155 (1.99%) Cloud Computing
7 127 (1.63%) AdWords
8 122 (1.57%) Google Cloud Platform
9 97 (1.24%) PaaS
10 74 (0.95%) GitHub
11 68 (0.87%) Amazon EC2
12 66 (0.85%) IaaS
13 55 (0.71%) Amazon S3
14 45 (0.58%) Google Tag Manager
15 40 (0.51%) Office 365
16 35 (0.45%) Amazon EMR
17 32 (0.41%) Amazon Kinesis
18 25 (0.32%) Data Lake Analytics
19 24 (0.31%) AWS CloudFormation
20 21 (0.27%) Sumo Logic
Communications & Networking
1 252 (3.23%) Internet
2 127 (1.63%) Firewall
3 109 (1.40%) HTTP
4 72 (0.92%) TCP/IP
5 71 (0.91%) Intrusion Detection
6 51 (0.65%) Network Security
7 41 (0.53%) Wireless
8 38 (0.49%) HTTPS
9 34 (0.44%) DNS
10 30 (0.38%) SSL
11 28 (0.36%) LAN
12 27 (0.35%) VPN
13 21 (0.27%) Skype
13 21 (0.27%) WAN
14 20 (0.26%) Intranet
15 18 (0.23%) Wireshark
16 15 (0.19%) SNMP
17 13 (0.17%) Cisco ASA
17 13 (0.17%) DHCP
18 12 (0.15%) Unified Communications
Database & Business Intelligence
1 1740 (22.32%) Big Data
2 1152 (14.78%) SQL Server
3 922 (11.83%) Data Warehouse
4 842 (10.80%) Hadoop
5 568 (7.29%) Relational Database
6 563 (7.22%) SQL Server Integration Services
7 488 (6.26%) SQL Server Reporting Services
8 448 (5.75%) QlikView
9 439 (5.63%) NoSQL
10 427 (5.48%) MySQL
11 353 (4.53%) SQL Server Analysis Services
12 343 (4.40%) Power BI
13 329 (4.22%) MongoDB
14 308 (3.95%) Data Mining
15 293 (3.76%) Apache Hive
16 266 (3.41%) BusinessObjects
17 235 (3.01%) RDBMS
18 187 (2.40%) PostgreSQL
19 152 (1.95%) Apache Cassandra
20 134 (1.72%) Amazon Redshift
Development Applications
1 363 (4.66%) Git (software)
2 272 (3.49%) JIRA
3 182 (2.33%) Jenkins
4 148 (1.90%) Subversion
5 97 (1.24%) Team Foundation Server
6 88 (1.13%) Visual Studio
7 87 (1.12%) Selenium
8 75 (0.96%) Axure RP
8 75 (0.96%) TeamCity
9 73 (0.94%) Talend Open Studio
10 63 (0.81%) Karma Test Runner
11 60 (0.77%) JUnit
12 57 (0.73%) Maven
13 53 (0.68%) Jasmine
14 51 (0.65%) Hudson
15 40 (0.51%) Ant
15 40 (0.51%) Eclipse
16 38 (0.49%) Grunt
17 37 (0.47%) gulp
18 33 (0.42%) Sonatype Nexus
General
1 2097 (26.90%) Finance
2 1641 (21.05%) Marketing
3 707 (9.07%) Banking
4 662 (8.49%) Retail
5 280 (3.59%) Advertising
6 258 (3.31%) Investment Banking
7 244 (3.13%) Telecoms
8 219 (2.81%) Legal
9 209 (2.68%) Games
10 163 (2.09%) Front Office
11 150 (1.92%) Publishing
12 114 (1.46%) Manufacturing
13 96 (1.23%) Military
14 79 (1.01%) Pharmaceutical
15 75 (0.96%) Electronics
16 67 (0.86%) Financial Institution
17 63 (0.81%) Spanish Language
18 55 (0.71%) French Language
19 54 (0.69%) Back Office
20 48 (0.62%) Law
Job Titles
1 1744 (22.37%) Developer
2 1555 (19.95%) Analyst
3 603 (7.74%) Architect
4 529 (6.79%) Consultant
5 384 (4.93%) Data Scientist
6 365 (4.68%) Data Analyst
7 345 (4.43%) C# Developer
8 304 (3.90%) Senior Developer
9 290 (3.72%) Analytics Manager
10 263 (3.37%) Data Architect
11 262 (3.36%) Java Developer
12 248 (3.18%) Business Analyst
13 219 (2.81%) Senior Analyst
14 218 (2.80%) Software Engineer
15 212 (2.72%) Business Intelligence Analyst
16 201 (2.58%) SQL Developer
17 194 (2.49%) Business Intelligence Developer
18 185 (2.37%) Data Engineer
19 182 (2.33%) .NET Developer
20 173 (2.22%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1105 (14.18%) HTML
2 890 (11.42%) CSS
3 765 (9.81%) .NET
4 495 (6.35%) HTML5
5 484 (6.21%) Web Services
6 459 (5.89%) AngularJS
7 373 (4.79%) jQuery
8 347 (4.45%) XML
9 295 (3.78%) CSS3
10 290 (3.72%) Node.js
11 278 (3.57%) RESTful
12 245 (3.14%) REST
13 244 (3.13%) ASP.NET
14 207 (2.66%) Spring
15 202 (2.59%) JSON
16 165 (2.12%) .NET Framework
17 150 (1.92%) Middleware
18 134 (1.72%) SOAP
19 129 (1.65%) MDX
20 128 (1.64%) Java EE
Miscellaneous
1 1520 (19.50%) Analytical Skills
2 741 (9.51%) Computer Science
3 573 (7.35%) User Experience
4 408 (5.23%) Social Media
5 358 (4.59%) Algorithms
6 297 (3.81%) Management Information System
7 243 (3.12%) Credit Risk
8 240 (3.08%) Fintech
9 237 (3.04%) Mobile App
10 135 (1.73%) Enterprise Software
11 125 (1.60%) Data Structures
12 92 (1.18%) Fixed Income
13 85 (1.09%) Internet of Things
14 82 (1.05%) Hedge funds
15 80 (1.03%) Derivative
16 77 (0.99%) Digital Media
17 70 (0.90%) Data Centre
18 66 (0.85%) Equities
19 62 (0.80%) Life Science
20 61 (0.78%) Cyberthreat
Operating Systems
1 680 (8.72%) Linux
2 410 (5.26%) Windows
3 240 (3.08%) Unix
4 117 (1.50%) Windows Server
5 92 (1.18%) Android
6 82 (1.05%) Apple iOS
7 50 (0.64%) Windows Server 2012
8 47 (0.60%) CentOS
9 36 (0.46%) Ubuntu
10 34 (0.44%) Windows Server 2008
11 26 (0.33%) Red Hat Enterprise Linux
12 17 (0.22%) Windows 10
13 16 (0.21%) Mac OS X
14 13 (0.17%) Windows 7
15 10 (0.13%) Windows Phone
16 9 (0.12%) Solaris
17 8 (0.10%) Debian
17 8 (0.10%) Windows Phone 8
18 5 (0.064%) AIX
19 4 (0.051%) Windows 8
Processes & Methodologies
1 1984 (25.45%) Agile Software Development
2 1889 (24.23%) Business Intelligence
3 1751 (22.46%) Data Analytics
4 960 (12.32%) Visualisation
5 871 (11.17%) Mathematics
6 795 (10.20%) E-Commerce
7 791 (10.15%) ETL
8 689 (8.84%) Scrum
9 654 (8.39%) Machine Learning
10 652 (8.36%) Web Analytics
11 605 (7.76%) Software Engineering
12 560 (7.18%) Stakeholder Management
13 547 (7.02%) Data Modelling
14 530 (6.80%) Data Analysis
15 528 (6.77%) TDD
16 503 (6.45%) Data Visualisation
17 495 (6.35%) Digital Marketing
18 493 (6.32%) SEO
19 480 (6.16%) CRM
20 456 (5.85%) Data Management
Programming Languages
1 2602 (33.38%) SQL
2 1383 (17.74%) Python
3 1186 (15.21%) Java
4 1132 (14.52%) JavaScript
5 846 (10.85%) C#
6 765 (9.81%) R
7 390 (5.00%) C++
8 385 (4.94%) Scala
9 328 (4.21%) T-SQL
10 309 (3.96%) C
11 286 (3.67%) PHP
12 262 (3.36%) VBA
13 237 (3.04%) Perl
13 237 (3.04%) Ruby
14 152 (1.95%) MATLAB
15 104 (1.33%) Shell Script
16 97 (1.24%) PL/SQL
17 78 (1.00%) Bash Shell
18 65 (0.83%) PowerShell
19 64 (0.82%) VB
Qualifications
1 1644 (21.09%) Degree
2 259 (3.32%) PhD
3 148 (1.90%) Security Cleared
4 135 (1.73%) CISSP
5 64 (0.82%) DV Cleared
6 62 (0.80%) Microsoft Certification
7 57 (0.73%) CISM
8 54 (0.69%) SC Cleared
9 48 (0.62%) ISEB
9 48 (0.62%) PMI Certification
10 41 (0.53%) GCIA
11 39 (0.50%) Postgraduate
11 39 (0.50%) SANS
12 37 (0.47%) MBA
13 35 (0.45%) CEH
14 30 (0.38%) CISA
15 28 (0.36%) PMP
16 27 (0.35%) IISP
17 23 (0.30%) GCIH
17 23 (0.30%) ISTQB
Quality Assurance & Compliance
1 336 (4.31%) QA
2 325 (4.17%) Data Quality
3 90 (1.15%) SLA
4 84 (1.08%) ISO/IEC 27001
5 53 (0.68%) PCI DSS
6 29 (0.37%) ISO 9001
7 27 (0.35%) IFRS
7 27 (0.35%) PMO
8 26 (0.33%) IFRS 9
8 26 (0.33%) ISO 14001
9 24 (0.31%) Basel III
10 23 (0.30%) COBIT
11 21 (0.27%) Basel II
12 18 (0.23%) MiFID
13 14 (0.18%) Actionable Recommendations
13 14 (0.18%) GCP
14 13 (0.17%) Solvency II
15 8 (0.10%) HMG Security Policy Framework
15 8 (0.10%) IAS 39
16 7 (0.090%) Dodd-Frank
System Software
1 185 (2.37%) Docker
2 128 (1.64%) Active Directory
3 125 (1.60%) VMware Infrastructure
4 80 (1.03%) Hyper-V
5 67 (0.86%) Apache Flume
6 59 (0.76%) HDFS
7 33 (0.42%) Virtual Machines
8 27 (0.35%) Firmware
9 15 (0.19%) Oracle RAC
9 15 (0.19%) Snort
10 14 (0.18%) XenApp
11 10 (0.13%) Apache ZooKeeper
12 7 (0.090%) XenDesktop
13 6 (0.077%) Terminal Services
13 6 (0.077%) VirtualBox
13 6 (0.077%) XenServer
14 5 (0.064%) DFS Replication
14 5 (0.064%) MetaFrame
14 5 (0.064%) vSphere
14 5 (0.064%) Xen
Systems Management
1 123 (1.58%) Puppet
2 119 (1.53%) Opscode Chef
3 116 (1.49%) Ansible
4 40 (0.51%) Grafana
5 34 (0.44%) Nagios
6 29 (0.37%) Kibana
7 28 (0.36%) Kubernetes
8 26 (0.33%) Oozie
9 20 (0.26%) Opsview
9 20 (0.26%) Riemann
10 19 (0.24%) Terraform
11 18 (0.23%) HP Quality Center
11 18 (0.23%) logstash
12 15 (0.19%) Host Intrusion Detection System
12 15 (0.19%) QRadar
13 14 (0.18%) Piwik
13 14 (0.18%) SCCM
14 13 (0.17%) RSA Security Analytics
15 12 (0.15%) Mesos
15 12 (0.15%) Network Intrusion Detection System
Vendors
1 1018 (13.06%) Google
2 910 (11.67%) Microsoft
3 760 (9.75%) Tableau
4 654 (8.39%) Oracle
5 371 (4.76%) Adobe
6 264 (3.39%) SAP
7 208 (2.67%) IBM
8 169 (2.17%) Cognos
9 134 (1.72%) VMware
10 127 (1.63%) Teradata
11 120 (1.54%) Salesforce.com
11 120 (1.54%) Splunk
12 117 (1.50%) Informatica
13 97 (1.24%) MicroStrategy
14 84 (1.08%) Facebook
15 73 (0.94%) Talend
16 67 (0.86%) Omniture
17 61 (0.78%) Hyperion
18 57 (0.73%) Twitter
19 56 (0.72%) hybris
Kingston Upon Thames, Surrey
Quant Capital
Salary: Unspecified
Posted: 8 hours ago
South East
Vodafone
Posted: Yesterday
Gloucester, Gloucestershire
Redrock Consulting Ltd
Salary: £55000 - £70000 per annum + Excellent Benefits
Posted: 2 days ago
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £40,000 per annum plus great benefits
Posted: Yesterday
South East London
Lorien Resourcing
Salary: £40000 - £50000 per annum
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum
Posted: 12 hours ago
London
Durlston Partners
Salary: From £80,000 to £120,000 per annum + Bonus + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
set2recruit
Salary: Up to £45,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE
Posted: 2 days ago
South East London
Ventula Consulting Ltd
Salary: From £40,000 to £45,000 per annum £40,000- £45,000
Posted: 2 days ago
Croydon, Surrey
Client Server
Salary: £40k to £50k + benefits
Posted: 2 days ago
London
Oscar
Salary: £45000 - £60000 per annum + Excellent Benefits!
Posted: 2 days ago
London
Oliver Bernard
Salary: £60000 per annum + Excellent benefits and bonus package
Posted: 2 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: 2 days ago
Lichfield, Staffordshire
Coburg Banks IT
Salary: £25000 - £35000 per annum + Excellent Benefits
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £80000 - £105000 per annum
Posted: 2 days ago
London
Senitor Associates
Salary: £45000 - £55000 per annum + bonus
Posted: 2 days ago
City, London
TEKsystems
Salary: £60000 - £90000 per annum
Posted: 3 days ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 2 days ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 5 days ago
Woodbridge, Suffolk
X4 Group
Salary: £35k - 50k per year + benefits
Posted: 3 days ago
London
Harvey Nash plc
Salary: £40000 - £45000 per annum
Posted: 2 days ago
West Sussex
Client Server
Salary: £35k to £50k + benefits
Posted: 3 days ago
Twickenham, Middlesex
Cyber Team
Salary: From £35,000 to £55,000 per annum Excellent Benefits Package
Posted: 2 days ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 4 days ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 3 days ago
City, London
Parallel Consulting
Posted: 2 days ago
City, London
Square One Resources
Salary: From £80,000 to £150,000 per annum + Benefits
Posted: 4 days ago
City, London
ARC IT Recruitment Ltd
Salary: £45,000 - £50,000 + Benefits
Posted: 3 days ago