The table below looks at the statistics for Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Analytics
Rank 61 67 70
Rank change year-on-year
+6 +3
Permanent jobs citing Analytics 4724 4510 4694
As % of all permanent IT jobs located in the UK 4.81% 4.17% 3.87%
As % of the Processes & Methodologies category 5.48% 4.83% 4.53%
Number of salaries quoted 3760 3409 3578
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 £30,000 £30,000
10% offered a salary of more than £90,000 £85,000 £82,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86262 93359 103515
As % of all permanent IT jobs located in the UK 87.85% 86.36% 85.34%
Number of salaries quoted 71870 75862 84172
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £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

The demand trend of job ads citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in the UK

Analytics
Salary Trend

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

Analytics Salary Trend in the UK

Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Analytics over the 3 months to 30 May 2016 within the UK.

Analytics Salary Histogram in the UK

Analytics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the UK over the 3 months to 30 May 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
England +6 4440 £55,000 +7.84% 650
London +4 2717 £60,000 +4.34% 349
South East +29 595 £50,000 +11.11% 98
City of London -11 349 £60,000 +9.09% 78
North West +31 212 £42,500 +6.25% 67
East of England +28 204 £45,000 +8.43% 32
South West +76 200 £47,500 +18.75% 38
Yorkshire +22 174 £36,500 -8.75% 25
West Midlands -21 174 £42,500 +6.25% 24
Berkshire +9 148 £50,000 -4.76% 20
West Yorkshire +48 143 £37,500 -16.66% 21
Manchester +20 141 £45,000 +12.50% 40
East Midlands +35 127 £40,500 +1.25% 15
Scotland +13 122 £57,500 +21.05% 22
Surrey +26 121 £45,000 - 25
Leeds +27 117 £40,000 -11.11% 17
Oxfordshire +37 113 £65,000 +62.50% 18
Reading +39 77 £50,000 -9.09% 7
Hertfordshire +19 75 £53,750 +29.51% 11
Hampshire -2 74 £47,500 +24.18% 19
Cambridgeshire +30 66 £40,000 -3.03% 4
Gloucestershire +25 63 £52,500 +10.52% 8
Buckinghamshire +40 62 £40,000 -5.88% 4
Glasgow 0 60 £50,000 -1.47% 5
Oxford +38 56 £67,500 +51.68% 10
Edinburgh +8 56 £57,500 +27.77% 14
Warwickshire +30 54 £60,000 +20.00% 6
Bristol +41 53 £42,500 +26.86% 14
Wales +40 51 £45,000 -15.88% 3
Northamptonshire +44 49 £35,000 -24.32% 1

Analytics
Top 30 Related IT Skills

For the 6 months to 30 May 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 with a requirement for Analytics.

1 2901 (30.20%) SQL
2 2625 (27.33%) Finance
3 2586 (26.92%) Business Intelligence
4 2335 (24.31%) Data Analytics
5 2290 (23.84%) Agile Software Development
6 2173 (22.62%) Analytical Skills
7 2082 (21.68%) Big Data
8 2014 (20.97%) Degree
9 1841 (19.17%) Marketing
10 1513 (15.75%) Java
11 1424 (14.83%) SQL Server
12 1411 (14.69%) Python
13 1395 (14.52%) JavaScript
14 1274 (13.26%) HTML
15 1272 (13.24%) Hadoop
16 1228 (12.79%) Oracle
17 1226 (12.76%) Microsoft
18 1218 (12.68%) Data Warehouse
19 1138 (11.85%) Computer Science
20 1135 (11.82%) Google
21 1126 (11.72%) Visualisation
22 1047 (10.90%) ETL
23 1032 (10.74%) CSS
24 949 (9.88%) SAS
25 917 (9.55%) Google Analytics
26 889 (9.26%) Retail
27 888 (9.25%) R
28 872 (9.08%) E-Commerce
29 865 (9.01%) Tableau
30 852 (8.87%) Mathematics

Analytics
Top Related IT Skills 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
1 949 (9.88%) SAS
2 637 (6.63%) Apache Spark
3 384 (4.00%) CMS
4 228 (2.37%) SharePoint
5 209 (2.18%) Node.js
6 196 (2.04%) Apache Pig
7 181 (1.88%) Elasticsearch
8 153 (1.59%) Apache
9 114 (1.19%) Tomcat
10 96 (1.00%) WordPress
11 84 (0.87%) JBoss
12 83 (0.86%) IIS
13 69 (0.72%) WebSphere
14 59 (0.61%) Apache Solr
15 51 (0.53%) GlassFish
16 48 (0.50%) Confluence
17 41 (0.43%) WildFly
18 38 (0.40%) SharePoint 2013
19 36 (0.37%) WebLogic
20 35 (0.36%) Drupal
Applications
1 783 (8.15%) MS Excel
2 364 (3.79%) SPSS
3 205 (2.13%) MS Office
4 202 (2.10%) MS PowerPoint
5 193 (2.01%) Photoshop
6 116 (1.21%) MS Visio
7 85 (0.88%) Adobe Illustrator
8 54 (0.56%) Adobe Creative Suite
9 34 (0.35%) Spreadsheet
10 33 (0.34%) OmniGraffle
11 32 (0.33%) Fireworks
12 28 (0.29%) MS Project
13 20 (0.21%) S-PLUS
14 18 (0.19%) Stata
15 14 (0.15%) InDesign
16 13 (0.14%) Adobe After Effects
16 13 (0.14%) Mathematica
17 8 (0.083%) Acrobat
17 8 (0.083%) GNU Octave
18 7 (0.073%) Weka
Business Applications
1 82 (0.85%) WebTrends
2 73 (0.76%) Dynamics CRM
3 62 (0.65%) Oracle EBS R12
4 61 (0.64%) Oracle EBS
5 59 (0.61%) SAP Oil and Gas
6 56 (0.58%) Magento
7 39 (0.41%) Dynamics AX
8 34 (0.35%) Adobe Campaign
9 33 (0.34%) Oracle Financials
10 29 (0.30%) Remedy ITSM
11 24 (0.25%) SAP FI
12 22 (0.23%) Cognos TM1
12 22 (0.23%) Siebel Analytics
13 20 (0.21%) Unica
14 19 (0.20%) FastStats
14 19 (0.20%) SAP BPC
15 17 (0.18%) Dynamics NAV
16 16 (0.17%) Oracle BPM
17 15 (0.16%) Cognos Business Intelligence
17 15 (0.16%) Oracle Retail
Cloud Services
1 917 (9.55%) Google Analytics
2 464 (4.83%) Amazon AWS
3 316 (3.29%) Microsoft Azure
4 248 (2.58%) SaaS
5 172 (1.79%) Adobe Analytics
6 125 (1.30%) Amazon EC2
7 124 (1.29%) AdWords
8 99 (1.03%) Cloud Computing
9 94 (0.98%) Amazon S3
10 78 (0.81%) GitHub
11 73 (0.76%) PaaS
12 71 (0.74%) Google Tag Manager
13 66 (0.69%) Office 365
14 50 (0.52%) IaaS
15 44 (0.46%) Google Cloud Platform
16 42 (0.44%) Heroku
17 36 (0.37%) Force.com
18 28 (0.29%) Amazon Kinesis
19 25 (0.26%) Amazon EMR
20 24 (0.25%) Amazon CloudWatch
Communications & Networking
1 225 (2.34%) Internet
2 150 (1.56%) Firewall
3 106 (1.10%) HTTP
4 86 (0.90%) TCP/IP
5 77 (0.80%) Network Security
6 65 (0.68%) DNS
7 55 (0.57%) SSL
8 51 (0.53%) Intranet
9 49 (0.51%) Intrusion Detection
10 45 (0.47%) VPN
11 44 (0.46%) Wireless
12 41 (0.43%) VoIP
13 36 (0.37%) FTP
13 36 (0.37%) WAN
14 35 (0.36%) HTTPS
14 35 (0.36%) LAN
14 35 (0.36%) Unified Communications
15 33 (0.34%) SAN
16 28 (0.29%) Broadband
16 28 (0.29%) DHCP
Database & Business Intelligence
1 2082 (21.68%) Big Data
2 1424 (14.83%) SQL Server
3 1272 (13.24%) Hadoop
4 1218 (12.68%) Data Warehouse
5 644 (6.70%) SQL Server Integration Services
6 632 (6.58%) NoSQL
7 592 (6.16%) SQL Server Reporting Services
8 576 (6.00%) Data Mining
9 566 (5.89%) QlikView
10 443 (4.61%) SQL Server Analysis Services
11 429 (4.47%) MongoDB
12 408 (4.25%) BusinessObjects
13 399 (4.15%) Relational Database
14 393 (4.09%) MySQL
15 339 (3.53%) Apache Hive
16 303 (3.15%) Apache Cassandra
17 250 (2.60%) PostgreSQL
18 208 (2.17%) Power BI
19 185 (1.93%) Oracle BI EE
20 177 (1.84%) SQL Server 2008
Development Applications
1 420 (4.37%) Git (software)
2 229 (2.38%) Jenkins
3 186 (1.94%) JIRA
4 160 (1.67%) Subversion
5 146 (1.52%) Talend Open Studio
6 134 (1.40%) Visual Studio
7 130 (1.35%) Team Foundation Server
8 93 (0.97%) JUnit
9 92 (0.96%) Grunt
10 82 (0.85%) Axure RP
11 72 (0.75%) ERwin
12 69 (0.72%) Hudson
13 68 (0.71%) TeamCity
14 64 (0.67%) Vagrant
15 59 (0.61%) Maven
16 52 (0.54%) Selenium
17 49 (0.51%) Eclipse
18 44 (0.46%) Appium
19 43 (0.45%) Calabash
20 41 (0.43%) JBehave
General
1 2625 (27.33%) Finance
2 1841 (19.17%) Marketing
3 889 (9.26%) Retail
4 648 (6.75%) Banking
5 416 (4.33%) Telecoms
6 287 (2.99%) Advertising
7 227 (2.36%) Games
8 208 (2.17%) Legal
9 189 (1.97%) Manufacturing
10 169 (1.76%) Investment Banking
11 166 (1.73%) Front Office
12 154 (1.60%) Publishing
13 150 (1.56%) Law
14 132 (1.37%) Pharmaceutical
15 116 (1.21%) Financial Institution
16 83 (0.86%) Electronics
17 71 (0.74%) Back Office
18 60 (0.62%) Billing
19 51 (0.53%) Automotive
20 45 (0.47%) French Language
Job Titles
1 2255 (23.48%) Developer
2 1677 (17.46%) Analyst
3 882 (9.18%) Consultant
4 826 (8.60%) Architect
5 562 (5.85%) Data Scientist
6 482 (5.02%) Data Analyst
7 412 (4.29%) Senior Developer
8 342 (3.56%) Java Developer
9 332 (3.46%) Data Architect
10 305 (3.18%) Business Analyst
11 269 (2.80%) Solutions Architect
12 263 (2.74%) Business Intelligence Developer
13 260 (2.71%) Project Manager
14 257 (2.68%) SQL Developer
15 252 (2.62%) Analytics Manager
16 238 (2.48%) C# Developer
17 234 (2.44%) Analytics Consultant
18 233 (2.43%) SQL Analyst
19 227 (2.36%) JavaScript Developer
20 223 (2.32%) Data Consultant
Libraries, Frameworks & Software Standards
1 1274 (13.26%) HTML
2 1032 (10.74%) CSS
3 770 (8.02%) .NET
4 548 (5.71%) HTML5
5 519 (5.40%) Web Services
6 500 (5.21%) jQuery
7 488 (5.08%) XML
8 370 (3.85%) AngularJS
9 304 (3.17%) JSON
10 297 (3.09%) CSS3
11 274 (2.85%) ASP.NET
12 264 (2.75%) REST
13 244 (2.54%) RESTful
14 243 (2.53%) Spring
15 194 (2.02%) D3.js
16 186 (1.94%) Ajax
17 172 (1.79%) SOAP
18 168 (1.75%) Middleware
19 166 (1.73%) ASP.NET MVC
20 162 (1.69%) Twitter Bootstrap
Miscellaneous
1 2173 (22.62%) Analytical Skills
2 1138 (11.85%) Computer Science
3 1126 (11.72%) Visualisation
4 852 (8.87%) Mathematics
5 690 (7.18%) User Experience
6 635 (6.61%) Statistics
7 600 (6.25%) Management Information System
8 480 (5.00%) Algorithms
9 434 (4.52%) Mobile App
10 406 (4.23%) Social Media
11 270 (2.81%) Data Integration
12 193 (2.01%) Physics
13 179 (1.86%) Data Structures
14 176 (1.83%) Derivative
14 176 (1.83%) Fintech
15 146 (1.52%) Economics
16 144 (1.50%) Foreign Exchange (FX)
17 128 (1.33%) Credit Risk
18 125 (1.30%) Artificial Intelligence
19 124 (1.29%) Fixed Income
Operating Systems
1 726 (7.56%) Linux
2 536 (5.58%) Windows
3 438 (4.56%) Unix
4 268 (2.79%) Android
5 262 (2.73%) Apple iOS
6 122 (1.27%) Windows Server
7 55 (0.57%) Red Hat Enterprise Linux
8 53 (0.55%) Windows Server 2008
9 37 (0.39%) CentOS
10 35 (0.36%) Mac OS X
11 30 (0.31%) Windows Server 2003
12 25 (0.26%) Ubuntu
12 25 (0.26%) Windows 7
13 23 (0.24%) Windows Server 2012
14 19 (0.20%) Windows Phone
15 17 (0.18%) Solaris
16 11 (0.11%) Windows 8
16 11 (0.11%) Windows Mobile
17 10 (0.10%) AIX
18 9 (0.094%) Windows 10
Processes & Methodologies
1 2586 (26.92%) Business Intelligence
2 2335 (24.31%) Data Analytics
3 2290 (23.84%) Agile Software Development
4 1047 (10.90%) ETL
5 872 (9.08%) E-Commerce
6 807 (8.40%) Data Management
7 779 (8.11%) Project Management
8 774 (8.06%) Machine Learning
9 746 (7.77%) Data Modelling
10 687 (7.15%) Software Engineering
11 682 (7.10%) Data Analysis
12 607 (6.32%) CRM
13 598 (6.23%) Stakeholder Management
14 577 (6.01%) Data Visualisation
15 558 (5.81%) SEO
16 526 (5.48%) Web Analytics
17 514 (5.35%) Scrum
18 498 (5.18%) Web Development
19 494 (5.14%) Open Source
20 469 (4.88%) Digital Marketing
Programming Languages
1 2901 (30.20%) SQL
2 1513 (15.75%) Java
3 1411 (14.69%) Python
4 1395 (14.52%) JavaScript
5 888 (9.25%) R
6 831 (8.65%) C#
7 688 (7.16%) C++
8 428 (4.46%) Scala
9 318 (3.31%) PHP
10 313 (3.26%) T-SQL
11 304 (3.17%) C
12 274 (2.85%) VBA
13 261 (2.72%) MATLAB
14 248 (2.58%) Perl
15 210 (2.19%) Ruby
16 145 (1.51%) PL/SQL
17 117 (1.22%) PowerShell
18 106 (1.10%) Bash Shell
19 101 (1.05%) VB
20 100 (1.04%) Clojure
Qualifications
1 2014 (20.97%) Degree
2 388 (4.04%) PhD
3 369 (3.84%) Security Cleared
4 162 (1.69%) SC Cleared
5 108 (1.12%) CISSP
6 99 (1.03%) Microsoft Certification
7 93 (0.97%) DV Cleared
8 61 (0.64%) CISM
8 61 (0.64%) PMI Certification
9 53 (0.55%) ISEB
10 50 (0.52%) CITP
10 50 (0.52%) MBA
11 49 (0.51%) PRINCE2 Certification
12 46 (0.48%) PMP
13 41 (0.43%) CISA
14 32 (0.33%) MCSE
15 28 (0.29%) Cisco Certification
16 27 (0.28%) GIAC
17 26 (0.27%) CRISC
17 26 (0.27%) ITIL Certification
Quality Assurance & Compliance
1 426 (4.44%) Data Quality
2 377 (3.93%) QA
3 90 (0.94%) SLA
4 52 (0.54%) MiFID
5 51 (0.53%) EMIR
6 43 (0.45%) ISO 9001
7 41 (0.43%) ISO/IEC 27001
8 37 (0.39%) Dodd-Frank
8 37 (0.39%) PCI DSS
9 33 (0.34%) COBIT
10 29 (0.30%) Solvency II
11 24 (0.25%) FATCA
12 16 (0.17%) HL7
12 16 (0.17%) ISO/IEC 20000
13 13 (0.14%) CRD IV
14 11 (0.11%) PMBOK
14 11 (0.11%) TickIT
15 8 (0.083%) IAS 39
15 8 (0.083%) WCAG
16 7 (0.073%) Sarbanes-Oxley
System Software
1 139 (1.45%) VMware Infrastructure
2 134 (1.40%) Docker
3 129 (1.34%) Active Directory
4 123 (1.28%) HDFS
5 53 (0.55%) Apache ZooKeeper
6 44 (0.46%) Apache Flume
7 40 (0.42%) VirtualBox
8 34 (0.35%) vCloud
9 31 (0.32%) Hyper-V
10 20 (0.21%) XenApp
11 16 (0.17%) Xen
12 11 (0.11%) KVM
12 11 (0.11%) Oracle RAC
12 11 (0.11%) Snort
13 8 (0.083%) vSphere
14 7 (0.073%) Cygwin
14 7 (0.073%) GPFS
15 6 (0.062%) XenServer
16 5 (0.052%) NFS
16 5 (0.052%) Postfix
Systems Management
1 119 (1.24%) Puppet
2 78 (0.81%) Opscode Chef
3 58 (0.60%) Ansible
4 55 (0.57%) Nagios
5 34 (0.35%) Control-M
6 29 (0.30%) Mesos
7 26 (0.27%) HP Quality Center
7 26 (0.27%) Kubernetes
8 25 (0.26%) SCOM
9 24 (0.25%) Hadoop YARN
10 18 (0.19%) DatAdvantage
10 18 (0.19%) Host Intrusion Detection System
10 18 (0.19%) Kibana
10 18 (0.19%) Oozie
11 17 (0.18%) ServiceCenter
12 16 (0.17%) Ambari
13 14 (0.15%) HAProxy
13 14 (0.15%) logstash
13 14 (0.15%) QRadar
13 14 (0.15%) RSA Security Analytics
Vendors
1 1228 (12.79%) Oracle
2 1226 (12.76%) Microsoft
3 1135 (11.82%) Google
4 865 (9.01%) Tableau
5 455 (4.74%) SAP
6 392 (4.08%) Adobe
7 377 (3.93%) Informatica
8 303 (3.15%) IBM
9 269 (2.80%) Cognos
10 199 (2.07%) Cloudera
11 164 (1.71%) Teradata
12 160 (1.67%) VMware
13 148 (1.54%) MicroStrategy
14 146 (1.52%) Facebook
14 146 (1.52%) Talend
15 145 (1.51%) Salesforce.com
16 138 (1.44%) Hortonworks
17 127 (1.32%) Twitter
18 118 (1.23%) Omniture
19 115 (1.20%) Netezza
London
Understanding Recruitment
Salary: £30000.00 - £35000.00 per annum + Excellent Benefits
Posted: 11 hours ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens - pens, health + more
Posted: 11 hours ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits (pro-rata)
Posted: 4 hours ago
Waltham Cross, Hertfordshire
Understanding Recruitment
Salary: £60000.00 - £70000.00 per annum + benefits
Posted: 6 hours ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + Up to 20% bonus
Posted: 11 hours ago
City, London
Harrington Starr
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: 3 hours ago
City, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: 7 hours ago
Basildon, Essex
Exposed Solutions
Salary: £20000 - £30000 per annum
Posted: 4 hours ago
Edinburgh, Midlothian
Net Talent
Salary: £28000 - £35000 per annum + Quarterly Bonus, Pension
Posted: 5 hours ago
London
Explore Recruitment Solutions
Salary: £35000 per annum
Posted: 4 hours ago
London
Exposed Solutions
Salary: £40000 - £65000 per annum
Posted: 4 hours ago
Birmingham, West Midlands (County)
Spring Technology
Salary: £28000.00 - £32000.00 per annum
Posted: 3 days ago
City, London
Stratospherec
Salary: From £65,000 to £80,000 per annum excellent Benefits & Bonus package
Posted: Yesterday
North West London
Understanding Recruitment
Salary: £40000 - £45000 per annum
Posted: 11 hours ago
London
Rullion IT Plus
Salary: £40000 - £55000 per annum + Bonus, Bens
Posted: 3 days ago
Bedfordshire
McGregor Boyall
Salary: £40000 - £48000 per annum
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £80,000 to £90,000 per annum Plus package - UK WIDE
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £60000 per annum
Posted: 4 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum
Posted: 3 days ago
Central London / West End
Cognizant
Posted: 2 days ago
London
Codex
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
Scotland
Robert Walters
Salary: £60000 - £75000 per annum
Posted: 3 days ago
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 3 days ago
Central London / West End
Initi8 Recruitment
Salary: £50000 - £60000 Per Annum
Posted: 2 days ago
City, London
Stratospherec
Salary: From £60,000 to £75,000 per annum excellent Benefits & Bonus package
Posted: Yesterday
Bedfordshire
Lawrence Harvey Enterprise
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 3 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 3 days ago
Salford, Lancashire
Uniting Ambition
Salary: £20k - 25k per year
Posted: 5 days ago
Manchester, Lancashire
Uniting Ambition
Salary: £20k - 32k per year
Posted: 3 days ago