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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Analytics
Rank 58 65 70
Rank change year-on-year
+7 +5
Permanent jobs citing Analytics 4733 4839 4602
As % of all permanent IT jobs located in the UK 4.81% 4.42% 3.81%
As % of the Processes & Methodologies category 5.47% 5.09% 4.46%
Number of salaries quoted 3828 3635 3503
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 £31,000 £30,000
10% offered a salary of more than £90,000 £85,000 £85,000
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
86518 95019 103203
As % of all permanent IT jobs located in the UK 87.87% 86.85% 85.47%
Number of salaries quoted 72369 77647 83700
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 £32,000 £31,500
10% offered a salary of more than £77,500 £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 27 June 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 27 June 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 +5 4437 £55,000 +10.00% 581
London 0 2659 £60,000 +4.34% 310
South East +32 625 £50,000 +14.94% 73
City of London -24 309 £61,500 +6.95% 79
North West +19 219 £38,500 -3.75% 69
South West +75 208 £47,500 +5.55% 33
East of England +32 204 £47,500 +14.45% 18
West Midlands 0 189 £37,500 -10.71% 24
Yorkshire +37 174 £37,500 -6.25% 31
Berkshire +8 164 £47,500 -5.00% 26
Manchester +15 149 £40,000 +5.96% 57
West Yorkshire +48 143 £40,000 -11.11% 28
Scotland +10 140 £55,000 +15.78% 30
Surrey +29 131 £42,500 - 14
Oxfordshire +47 127 £65,000 +62.50% 9
East Midlands +6 114 £40,500 +1.25% 14
Leeds +43 108 £44,000 -2.22% 19
Hertfordshire +9 77 £55,000 +37.50% 4
Glasgow +6 75 £47,500 -5.00% 5
Oxford +43 73 £65,000 +46.06% 9
Hampshire -5 71 £38,000 -5.00% 12
Reading +17 65 £50,000 - 11
Cambridgeshire +30 61 £45,000 +9.09% 7
Edinburgh +17 61 £68,750 +61.76% 21
Bristol +52 58 £44,375 +10.93% 14
Gloucestershire +20 57 £52,500 +5.00% 5
Warwickshire +39 53 £50,000 +33.33%
Warwick +18 45 £55,000 +69.23%
Birmingham -32 44 £38,750 -7.73% 14
Cambridge +32 43 £45,000 +2.85% 6

Analytics
Top 30 Related IT Skills

For the 6 months to 27 June 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 2939 (30.50%) SQL
2 2635 (27.35%) Finance
3 2524 (26.19%) Business Intelligence
4 2366 (24.55%) Data Analytics
5 2274 (23.60%) Agile Software Development
6 2220 (23.04%) Analytical Skills
7 2144 (22.25%) Big Data
8 1987 (20.62%) Degree
9 1851 (19.21%) Marketing
10 1533 (15.91%) Java
11 1458 (15.13%) Python
12 1432 (14.86%) SQL Server
13 1411 (14.64%) JavaScript
14 1274 (13.22%) Hadoop
15 1243 (12.90%) HTML
16 1215 (12.61%) Google
17 1212 (12.58%) Microsoft
18 1188 (12.33%) Oracle
19 1181 (12.26%) Data Warehouse
20 1147 (11.90%) Visualisation
21 1122 (11.64%) Computer Science
22 1019 (10.57%) CSS
23 1004 (10.42%) ETL
24 957 (9.93%) SAS
25 955 (9.91%) Google Analytics
26 909 (9.43%) Tableau
27 907 (9.41%) E-Commerce
28 876 (9.09%) R
29 871 (9.04%) Retail
30 855 (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
1 957 (9.93%) SAS
2 661 (6.86%) Apache Spark
3 400 (4.15%) CMS
4 229 (2.38%) SharePoint
5 202 (2.10%) Apache Pig
6 185 (1.92%) Elasticsearch
7 165 (1.71%) Apache
8 117 (1.21%) Tomcat
9 103 (1.07%) WordPress
10 86 (0.89%) JBoss
11 85 (0.88%) IIS
12 71 (0.74%) WebSphere
13 61 (0.63%) Apache Solr
14 51 (0.53%) GlassFish
15 44 (0.46%) Confluence
16 41 (0.43%) SharePoint 2013
16 41 (0.43%) WildFly
17 34 (0.35%) nginx
17 34 (0.35%) Sitecore CMS
18 33 (0.34%) Skype for Business
Applications
1 763 (7.92%) MS Excel
2 368 (3.82%) SPSS
3 209 (2.17%) MS Office
4 189 (1.96%) MS PowerPoint
5 164 (1.70%) Photoshop
6 106 (1.10%) MS Visio
7 70 (0.73%) Adobe Illustrator
8 51 (0.53%) Adobe Creative Suite
9 31 (0.32%) MS Project
10 30 (0.31%) Spreadsheet
11 29 (0.30%) OmniGraffle
12 28 (0.29%) Fireworks
13 18 (0.19%) S-PLUS
14 17 (0.18%) Stata
15 14 (0.15%) InDesign
16 12 (0.12%) Adobe After Effects
17 10 (0.10%) Mathematica
18 7 (0.073%) Acrobat
18 7 (0.073%) GNU Octave
18 7 (0.073%) Weka
Business Applications
1 77 (0.80%) WebTrends
2 73 (0.76%) Dynamics CRM
3 67 (0.70%) Oracle EBS
4 64 (0.66%) Magento
5 59 (0.61%) Oracle EBS R12
5 59 (0.61%) SAP Oil and Gas
6 42 (0.44%) Dynamics AX
7 36 (0.37%) Oracle Financials
8 34 (0.35%) Adobe Campaign
9 30 (0.31%) Remedy ITSM
10 28 (0.29%) Cognos TM1
11 23 (0.24%) SAP FI
12 21 (0.22%) Unica
13 19 (0.20%) Siebel Analytics
14 18 (0.19%) Eloqua
15 17 (0.18%) FastStats
16 16 (0.17%) Cognos Business Intelligence
16 16 (0.17%) Dynamics NAV
16 16 (0.17%) Payment Gateway
16 16 (0.17%) SAP BPC
Cloud Services
1 955 (9.91%) Google Analytics
2 519 (5.39%) Amazon AWS
3 349 (3.62%) Microsoft Azure
4 246 (2.55%) SaaS
5 184 (1.91%) Adobe Analytics
6 143 (1.48%) Amazon EC2
7 137 (1.42%) AdWords
8 108 (1.12%) Cloud Computing
9 104 (1.08%) Amazon S3
10 83 (0.86%) PaaS
11 77 (0.80%) Google Tag Manager
12 75 (0.78%) GitHub
13 66 (0.68%) Office 365
14 56 (0.58%) IaaS
15 48 (0.50%) Google Cloud Platform
16 37 (0.38%) Heroku
17 34 (0.35%) Force.com
18 33 (0.34%) Amazon EMR
19 28 (0.29%) Amazon CloudWatch
20 27 (0.28%) Amazon Kinesis
Communications & Networking
1 241 (2.50%) Internet
2 187 (1.94%) Firewall
3 104 (1.08%) HTTP
4 96 (1.00%) TCP/IP
5 71 (0.74%) Network Security
6 70 (0.73%) DNS
7 65 (0.67%) SSL
8 64 (0.66%) Intrusion Detection
9 49 (0.51%) VPN
10 43 (0.45%) FTP
10 43 (0.45%) Wireless
11 42 (0.44%) Intranet
12 37 (0.38%) HTTPS
12 37 (0.38%) WAN
13 36 (0.37%) LAN
14 34 (0.35%) Unified Communications
15 33 (0.34%) VoIP
16 31 (0.32%) DHCP
17 29 (0.30%) SAN
18 25 (0.26%) Broadband
Database & Business Intelligence
1 2144 (22.25%) Big Data
2 1432 (14.86%) SQL Server
3 1274 (13.22%) Hadoop
4 1181 (12.26%) Data Warehouse
5 659 (6.84%) NoSQL
6 634 (6.58%) SQL Server Integration Services
7 602 (6.25%) SQL Server Reporting Services
8 562 (5.83%) Data Mining
9 558 (5.79%) QlikView
10 434 (4.50%) Relational Database
11 425 (4.41%) SQL Server Analysis Services
12 420 (4.36%) MongoDB
13 395 (4.10%) MySQL
14 388 (4.03%) BusinessObjects
15 365 (3.79%) Apache Hive
16 297 (3.08%) Apache Cassandra
17 269 (2.79%) PostgreSQL
18 232 (2.41%) Power BI
19 185 (1.92%) SQL Server 2008
20 176 (1.83%) RDBMS
Development Applications
1 431 (4.47%) Git (software)
2 230 (2.39%) Jenkins
3 185 (1.92%) JIRA
4 156 (1.62%) Subversion
5 144 (1.49%) Talend Open Studio
6 140 (1.45%) Visual Studio
7 127 (1.32%) Team Foundation Server
8 86 (0.89%) JUnit
9 82 (0.85%) Vagrant
10 75 (0.78%) Axure RP
10 75 (0.78%) Grunt
11 74 (0.77%) TeamCity
12 66 (0.68%) Hudson
13 64 (0.66%) ERwin
14 57 (0.59%) Maven
15 50 (0.52%) Selenium
16 48 (0.50%) Eclipse
17 42 (0.44%) Appium
18 41 (0.43%) Calabash
18 41 (0.43%) Octopus Deploy
General
1 2635 (27.35%) Finance
2 1851 (19.21%) Marketing
3 871 (9.04%) Retail
4 645 (6.69%) Banking
5 409 (4.24%) Telecoms
6 336 (3.49%) Advertising
7 215 (2.23%) Legal
8 213 (2.21%) Games
9 197 (2.04%) Manufacturing
10 171 (1.77%) Publishing
11 166 (1.72%) Front Office
12 160 (1.66%) Investment Banking
13 134 (1.39%) Law
14 126 (1.31%) Pharmaceutical
15 114 (1.18%) Financial Institution
16 84 (0.87%) Electronics
17 68 (0.71%) Back Office
18 54 (0.56%) Billing
18 54 (0.56%) French Language
19 50 (0.52%) Automotive
Job Titles
1 2248 (23.33%) Developer
2 1683 (17.47%) Analyst
3 913 (9.47%) Consultant
4 814 (8.45%) Architect
5 545 (5.66%) Data Scientist
6 465 (4.83%) Data Analyst
7 379 (3.93%) Senior Developer
8 367 (3.81%) Data Architect
9 360 (3.74%) Java Developer
10 291 (3.02%) Business Analyst
11 279 (2.90%) Business Intelligence Developer
12 272 (2.82%) Solutions Architect
12 272 (2.82%) SQL Developer
13 253 (2.63%) Project Manager
14 252 (2.62%) Analytics Manager
15 246 (2.55%) C# Developer
16 241 (2.50%) Analytics Consultant
17 232 (2.41%) Data Consultant
18 228 (2.37%) Senior Manager
19 226 (2.35%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1243 (12.90%) HTML
2 1019 (10.57%) CSS
3 800 (8.30%) .NET
4 522 (5.42%) HTML5
5 508 (5.27%) jQuery
6 498 (5.17%) Web Services
7 452 (4.69%) XML
8 356 (3.69%) AngularJS
9 300 (3.11%) JSON
10 299 (3.10%) CSS3
11 294 (3.05%) ASP.NET
12 260 (2.70%) REST
13 241 (2.50%) Spring
14 239 (2.48%) RESTful
15 215 (2.23%) Node.js
16 194 (2.01%) D3.js
17 182 (1.89%) ASP.NET MVC
18 178 (1.85%) Ajax
19 168 (1.74%) SOAP
20 157 (1.63%) Middleware
Miscellaneous
1 2220 (23.04%) Analytical Skills
2 1147 (11.90%) Visualisation
3 1122 (11.64%) Computer Science
4 855 (8.87%) Mathematics
5 700 (7.26%) User Experience
6 660 (6.85%) Statistics
7 568 (5.89%) Management Information System
8 455 (4.72%) Algorithms
9 419 (4.35%) Social Media
10 417 (4.33%) Mobile App
11 261 (2.71%) Data Integration
12 199 (2.07%) Physics
13 182 (1.89%) Fintech
14 167 (1.73%) Derivative
15 160 (1.66%) Data Structures
16 148 (1.54%) Economics
17 133 (1.38%) Credit Risk
18 127 (1.32%) Artificial Intelligence
19 125 (1.30%) Foreign Exchange (FX)
20 115 (1.19%) Data Centre
Operating Systems
1 762 (7.91%) Linux
2 589 (6.11%) Windows
3 432 (4.48%) Unix
4 261 (2.71%) Android
5 254 (2.64%) Apple iOS
6 145 (1.50%) Windows Server
7 65 (0.67%) Windows Server 2008
8 60 (0.62%) Red Hat Enterprise Linux
9 56 (0.58%) CentOS
10 39 (0.40%) Mac OS X
10 39 (0.40%) Windows Server 2012
11 34 (0.35%) Windows Server 2003
12 32 (0.33%) Ubuntu
13 23 (0.24%) Windows 7
14 20 (0.21%) Solaris
15 19 (0.20%) Windows Phone
16 12 (0.12%) AIX
16 12 (0.12%) Windows 10
17 11 (0.11%) Windows 8
17 11 (0.11%) Windows Mobile
Processes & Methodologies
1 2524 (26.19%) Business Intelligence
2 2366 (24.55%) Data Analytics
3 2274 (23.60%) Agile Software Development
4 1004 (10.42%) ETL
5 907 (9.41%) E-Commerce
6 808 (8.39%) Machine Learning
7 777 (8.06%) Project Management
8 738 (7.66%) Data Management
9 701 (7.27%) Data Analysis
10 695 (7.21%) Data Modelling
10 695 (7.21%) Software Engineering
11 669 (6.94%) Stakeholder Management
12 612 (6.35%) Data Visualisation
13 583 (6.05%) SEO
14 582 (6.04%) CRM
15 534 (5.54%) Web Analytics
16 520 (5.40%) Scrum
17 491 (5.10%) Digital Marketing
18 485 (5.03%) Web Development
19 473 (4.91%) Open Source
Programming Languages
1 2939 (30.50%) SQL
2 1533 (15.91%) Java
3 1458 (15.13%) Python
4 1411 (14.64%) JavaScript
5 876 (9.09%) R
6 835 (8.67%) C#
7 659 (6.84%) C++
8 456 (4.73%) Scala
9 333 (3.46%) PHP
10 318 (3.30%) T-SQL
11 291 (3.02%) VBA
12 273 (2.83%) C
13 260 (2.70%) MATLAB
14 238 (2.47%) Perl
15 208 (2.16%) Ruby
16 141 (1.46%) PL/SQL
17 130 (1.35%) PowerShell
18 118 (1.22%) Bash Shell
19 105 (1.09%) Clojure
20 94 (0.98%) VB
Qualifications
1 1987 (20.62%) Degree
2 394 (4.09%) PhD
3 366 (3.80%) Security Cleared
4 164 (1.70%) SC Cleared
5 116 (1.20%) CISSP
6 101 (1.05%) Microsoft Certification
7 84 (0.87%) DV Cleared
8 69 (0.72%) PMI Certification
9 63 (0.65%) CISM
10 46 (0.48%) PRINCE2 Certification
11 45 (0.47%) PMP
12 43 (0.45%) MBA
13 42 (0.44%) ISEB
14 40 (0.42%) SANS
15 37 (0.38%) CISA
16 36 (0.37%) CITP
17 33 (0.34%) Cisco Certification
18 32 (0.33%) GIAC
19 31 (0.32%) MCSE
20 28 (0.29%) GCIH
Quality Assurance & Compliance
1 422 (4.38%) Data Quality
2 403 (4.18%) QA
3 104 (1.08%) SLA
4 50 (0.52%) MiFID
5 45 (0.47%) EMIR
6 39 (0.40%) ISO/IEC 27001
6 39 (0.40%) PCI DSS
7 35 (0.36%) Dodd-Frank
8 28 (0.29%) ISO 9001
9 26 (0.27%) COBIT
10 24 (0.25%) Solvency II
11 22 (0.23%) FATCA
12 13 (0.13%) PMBOK
13 12 (0.12%) HL7
13 12 (0.12%) ISO/IEC 20000
14 10 (0.10%) WCAG
15 9 (0.093%) CRD IV
16 8 (0.083%) Sarbanes-Oxley
16 8 (0.083%) TickIT
16 8 (0.083%) WAI
System Software
1 149 (1.55%) Active Directory
1 149 (1.55%) VMware Infrastructure
2 145 (1.50%) Docker
3 122 (1.27%) HDFS
4 58 (0.60%) Virtual Machines
5 53 (0.55%) Apache ZooKeeper
6 50 (0.52%) VirtualBox
7 47 (0.49%) Apache Flume
8 37 (0.38%) Hyper-V
9 27 (0.28%) vCloud
10 22 (0.23%) XenApp
11 17 (0.18%) Xen
12 15 (0.16%) Oracle RAC
13 13 (0.13%) Snort
14 12 (0.12%) KVM
15 8 (0.083%) Cygwin
15 8 (0.083%) GPFS
16 6 (0.062%) Postfix
16 6 (0.062%) vSphere
16 6 (0.062%) XenServer
Systems Management
1 130 (1.35%) Puppet
2 93 (0.97%) Opscode Chef
3 63 (0.65%) Ansible
3 63 (0.65%) Nagios
4 33 (0.34%) Kubernetes
5 32 (0.33%) Mesos
6 31 (0.32%) Hadoop YARN
7 26 (0.27%) Control-M
7 26 (0.27%) SCOM
8 25 (0.26%) Host Intrusion Detection System
8 25 (0.26%) Oozie
9 24 (0.25%) Failover Clustering
10 21 (0.22%) Microsoft Clustering
11 20 (0.21%) Ambari
11 20 (0.21%) DatAdvantage
11 20 (0.21%) ServiceCenter
12 18 (0.19%) HP Quality Center
13 15 (0.16%) HAProxy
13 15 (0.16%) Kibana
13 15 (0.16%) logstash
Vendors
1 1215 (12.61%) Google
2 1212 (12.58%) Microsoft
3 1188 (12.33%) Oracle
4 909 (9.43%) Tableau
5 443 (4.60%) SAP
6 394 (4.09%) Informatica
7 393 (4.08%) Adobe
8 323 (3.35%) IBM
9 277 (2.87%) Cognos
10 211 (2.19%) Cloudera
11 175 (1.82%) VMware
12 162 (1.68%) Salesforce.com
13 155 (1.61%) Facebook
13 155 (1.61%) Teradata
14 150 (1.56%) Hortonworks
15 149 (1.55%) MicroStrategy
16 144 (1.49%) Talend
17 134 (1.39%) Twitter
18 112 (1.16%) Omniture
19 111 (1.15%) Netezza
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 1 hour ago
London
Codex
Salary: From £25,000 to £35,000 per annum
Posted: 5 hours ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 1 hour ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 1 hour ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 5 hours ago
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 5 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 5 hours ago
London
Exposed Solutions
Salary: £20000 - £30000 per annum
Posted: 1 hour ago
City, London
Searchability
Salary: £25000 - £30000 per annum + benefits
Posted: 2 hours ago
London
Codex
Salary: From £40,000 to £65,000 per annum DOE
Posted: 5 hours ago
Reading, Berkshire
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 5 hours ago
Bristol, Avon
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 5 hours ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 2 hours ago
South West London
Understanding Recruitment
Salary: £60000.00 - £70000 per annum + excellent bens
Posted: 7 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 5 hours ago
London
onezeero.
Salary: £53000 - £57000 per annum + 20% bonus + other benefits
Posted: 2 hours ago
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £110000 per annum
Posted: 5 hours ago
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: 2 hours ago
Richmond, Surrey
Understanding Recruitment
Salary: £55000 - £60000 per annum + bens & bonus
Posted: 8 hours ago
Bristol, Avon
Bluetownonline
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 hours ago
London
JM
Salary: £75000 - £90000 per annum + car, excellent bonus
Posted: 4 hours ago
London
Uniting Ambition
Salary: £25k - 35k per year
Posted: 2 hours ago
City, London
Client Server
Salary: £75k to £120k + bonus + benefits
Posted: 1 hour ago
Leeds, West Yorkshire
Wiser Recruitment
Salary: £40000 - £45000 per annum + benefits
Posted: 5 hours ago
Cambridge, Cambridgeshire
Montash
Salary: £55000 - £65000 per annum + Benefits
Posted: 3 hours ago
Stockport, Cheshire
Applause IT Innovation
Salary: £22000 - £32000 per annum + FlexiTime, Pension, Health
Posted: 4 hours ago
London
Harrington Starr
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £30000 - £65000 per annum
Posted: 2 days ago