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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Analytics
Rank 57 63 72
Rank change year-on-year
+6 +9
Permanent jobs citing Analytics 4600 5014 4323
As % of all permanent IT jobs located in the UK 4.69% 4.55% 3.71%
As % of the Processes & Methodologies category 5.34% 5.22% 4.35%
Number of salaries quoted 3743 3706 3249
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 £30,500 £30,000
10% offered a salary of more than £87,500 £87,500 £80,400
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
86074 96066 99488
As % of all permanent IT jobs located in the UK 87.83% 87.26% 85.40%
Number of salaries quoted 71841 78584 80267
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 £31,000
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 July 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 July 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 +4 4318 £55,000 +10.00% 594
London -4 2537 £60,000 +4.34% 317
South East +26 648 £49,500 +10.00% 79
City of London -23 313 £61,500 +11.81% 68
North West +18 243 £37,500 - 57
East of England +25 201 £50,000 +17.64% 25
South West +57 200 £47,500 +5.55% 36
Berkshire +19 178 £48,750 -2.50% 25
West Midlands -24 167 £37,500 -6.25% 22
Yorkshire +25 160 £40,000 - 29
Manchester +18 157 £40,000 +6.66% 41
Surrey +41 139 £45,000 - 19
Scotland +4 139 £47,000 -1.05% 27
West Yorkshire +56 131 £40,000 -11.11% 25
Oxfordshire +34 117 £62,500 +56.25% 6
East Midlands -15 104 £40,000 -5.88% 14
Leeds +57 98 £44,000 - 20
Hampshire -31 79 £35,500 -25.26% 13
Oxford +27 71 £62,500 +56.25% 2
Glasgow -6 71 £47,500 - 11
Cambridgeshire +48 69 £47,500 +22.58% 12
Hertfordshire -16 69 £53,750 +34.37% 1
Edinburgh +17 62 £45,000 - 12
Reading +6 60 £50,000 +2.04% 11
Bristol +48 56 £45,000 - 8
Cheshire +23 55 £35,000 -12.50% 10
Cambridge +45 53 £47,500 +18.75% 10
Gloucestershire +5 48 £52,500 - 15
Maidenhead +27 46 £37,500 -31.81% 1
Birmingham -12 44 £40,000 -9.09% 10

Analytics
Top 30 Related IT Skills

For the 6 months to 27 July 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 2966 (31.03%) SQL
2 2586 (27.05%) Finance
3 2467 (25.81%) Business Intelligence
4 2415 (25.26%) Data Analytics
5 2279 (23.84%) Agile Software Development
6 2194 (22.95%) Analytical Skills
7 2175 (22.75%) Big Data
8 1967 (20.58%) Degree
9 1820 (19.04%) Marketing
10 1573 (16.45%) Java
11 1507 (15.76%) Python
12 1435 (15.01%) SQL Server
13 1349 (14.11%) JavaScript
14 1248 (13.05%) Hadoop
15 1197 (12.52%) Google
16 1192 (12.47%) HTML
17 1162 (12.15%) Data Warehouse
18 1157 (12.10%) Visualisation
19 1153 (12.06%) Oracle
20 1127 (11.79%) Computer Science
21 1124 (11.76%) Microsoft
22 1005 (10.51%) ETL
23 977 (10.22%) CSS
24 936 (9.79%) SAS
25 932 (9.75%) Google Analytics
26 905 (9.47%) Tableau
27 890 (9.31%) E-Commerce
28 881 (9.22%) Machine Learning
29 855 (8.94%) R
30 812 (8.49%) 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
1 936 (9.79%) SAS
2 687 (7.19%) Apache Spark
3 393 (4.11%) CMS
4 216 (2.26%) SharePoint
5 204 (2.13%) Apache Pig
6 197 (2.06%) Elasticsearch
7 182 (1.90%) Apache
8 118 (1.23%) Tomcat
9 102 (1.07%) WordPress
10 94 (0.98%) IIS
10 94 (0.98%) JBoss
11 77 (0.81%) WebSphere
12 67 (0.70%) Apache Solr
13 50 (0.52%) GlassFish
14 47 (0.49%) SharePoint 2013
15 46 (0.48%) Confluence
16 40 (0.42%) WildFly
17 39 (0.41%) nginx
18 33 (0.35%) Sitecore CMS
19 30 (0.31%) MS Exchange
Applications
1 698 (7.30%) MS Excel
2 353 (3.69%) SPSS
3 202 (2.11%) MS Office
4 172 (1.80%) MS PowerPoint
5 124 (1.30%) Photoshop
6 103 (1.08%) MS Visio
7 51 (0.53%) Adobe Illustrator
8 39 (0.41%) Adobe Creative Suite
9 34 (0.36%) MS Project
10 30 (0.31%) OmniGraffle
11 28 (0.29%) Spreadsheet
12 26 (0.27%) Fireworks
12 26 (0.27%) InVision
13 24 (0.25%) Stata
14 14 (0.15%) UserZoom
15 13 (0.14%) InDesign
16 9 (0.094%) GNU Octave
16 9 (0.094%) Mathematica
16 9 (0.094%) Pixate
16 9 (0.094%) S-PLUS
Business Applications
1 77 (0.81%) WebTrends
2 75 (0.78%) Oracle EBS
3 68 (0.71%) Dynamics CRM
3 68 (0.71%) SAP Oil and Gas
4 64 (0.67%) Magento
5 51 (0.53%) Adobe Campaign
6 50 (0.52%) Oracle EBS R12
7 43 (0.45%) Cognos TM1
8 39 (0.41%) Dynamics AX
9 38 (0.40%) Oracle Financials
10 31 (0.32%) Remedy ITSM
11 25 (0.26%) Cognos Business Intelligence
11 25 (0.26%) Eloqua
12 22 (0.23%) SAP BPC
13 20 (0.21%) Payment Gateway
13 20 (0.21%) Unica
14 17 (0.18%) SAP CRM
14 17 (0.18%) SAP FI
15 16 (0.17%) Dynamics NAV
16 15 (0.16%) FastStats
Cloud Services
1 932 (9.75%) Google Analytics
2 580 (6.07%) Amazon AWS
3 369 (3.86%) Microsoft Azure
4 254 (2.66%) SaaS
5 189 (1.98%) Adobe Analytics
6 156 (1.63%) Amazon EC2
7 147 (1.54%) AdWords
8 118 (1.23%) Cloud Computing
9 116 (1.21%) Amazon S3
10 104 (1.09%) PaaS
11 72 (0.75%) GitHub
11 72 (0.75%) Google Tag Manager
12 70 (0.73%) IaaS
13 68 (0.71%) Office 365
14 60 (0.63%) Google Cloud Platform
15 41 (0.43%) Amazon EMR
16 38 (0.40%) Heroku
17 30 (0.31%) Amazon CloudWatch
18 28 (0.29%) Amazon Kinesis
19 24 (0.25%) Force.com
Communications & Networking
1 240 (2.51%) Internet
2 203 (2.12%) Firewall
3 106 (1.11%) HTTP
3 106 (1.11%) TCP/IP
4 76 (0.79%) DNS
5 73 (0.76%) SSL
6 70 (0.73%) Network Security
7 65 (0.68%) Intrusion Detection
8 48 (0.50%) VPN
9 45 (0.47%) Intranet
9 45 (0.47%) Wireless
10 42 (0.44%) WAN
11 41 (0.43%) FTP
11 41 (0.43%) LAN
12 38 (0.40%) DHCP
12 38 (0.40%) HTTPS
13 34 (0.36%) Cisco ASA
14 33 (0.35%) SAN
15 32 (0.33%) VoIP
16 31 (0.32%) Unified Communications
Database & Business Intelligence
1 2175 (22.75%) Big Data
2 1435 (15.01%) SQL Server
3 1248 (13.05%) Hadoop
4 1162 (12.15%) Data Warehouse
5 675 (7.06%) NoSQL
6 602 (6.30%) SQL Server Integration Services
7 573 (5.99%) Data Mining
8 565 (5.91%) SQL Server Reporting Services
9 560 (5.86%) QlikView
10 457 (4.78%) Relational Database
11 418 (4.37%) MongoDB
12 414 (4.33%) MySQL
13 382 (4.00%) SQL Server Analysis Services
14 377 (3.94%) BusinessObjects
15 375 (3.92%) Apache Hive
16 306 (3.20%) Apache Cassandra
17 276 (2.89%) PostgreSQL
18 237 (2.48%) Power BI
19 200 (2.09%) RDBMS
20 190 (1.99%) SQL Server 2008
Development Applications
1 426 (4.46%) Git (software)
2 231 (2.42%) Jenkins
3 178 (1.86%) JIRA
4 146 (1.53%) Visual Studio
5 136 (1.42%) Subversion
6 133 (1.39%) Talend Open Studio
7 131 (1.37%) Team Foundation Server
8 86 (0.90%) Vagrant
9 81 (0.85%) JUnit
10 75 (0.78%) TeamCity
11 73 (0.76%) Axure RP
12 69 (0.72%) Grunt
13 63 (0.66%) ERwin
14 60 (0.63%) Hudson
15 50 (0.52%) Maven
16 49 (0.51%) Selenium
17 44 (0.46%) Eclipse
18 41 (0.43%) Octopus Deploy
19 40 (0.42%) JBehave
20 38 (0.40%) Appium
General
1 2586 (27.05%) Finance
2 1820 (19.04%) Marketing
3 789 (8.25%) Retail
4 623 (6.52%) Banking
5 393 (4.11%) Telecoms
6 340 (3.56%) Advertising
7 226 (2.36%) Games
8 203 (2.12%) Legal
9 192 (2.01%) Manufacturing
10 176 (1.84%) Publishing
11 173 (1.81%) Front Office
12 165 (1.73%) Investment Banking
13 126 (1.32%) Pharmaceutical
14 124 (1.30%) Law
15 105 (1.10%) Financial Institution
16 87 (0.91%) Electronics
17 62 (0.65%) Back Office
18 61 (0.64%) French Language
19 48 (0.50%) Billing
20 45 (0.47%) Automotive
Job Titles
1 2218 (23.20%) Developer
2 1675 (17.52%) Analyst
3 877 (9.17%) Consultant
4 812 (8.49%) Architect
5 553 (5.78%) Data Scientist
6 443 (4.63%) Data Analyst
7 388 (4.06%) Data Architect
8 381 (3.99%) Java Developer
9 361 (3.78%) Senior Developer
10 290 (3.03%) Business Analyst
11 288 (3.01%) Business Intelligence Developer
12 272 (2.85%) SQL Developer
13 270 (2.82%) Solutions Architect
14 243 (2.54%) Analytics Manager
15 237 (2.48%) C# Developer
16 233 (2.44%) Project Manager
17 227 (2.37%) Analytics Consultant
18 225 (2.35%) JavaScript Developer
19 223 (2.33%) Data Manager
20 222 (2.32%) Senior Manager
Libraries, Frameworks & Software Standards
1 1192 (12.47%) HTML
2 977 (10.22%) CSS
3 787 (8.23%) .NET
4 502 (5.25%) HTML5
5 493 (5.16%) Web Services
6 485 (5.07%) jQuery
7 421 (4.40%) XML
8 345 (3.61%) AngularJS
9 303 (3.17%) CSS3
10 292 (3.05%) ASP.NET
11 284 (2.97%) JSON
12 271 (2.83%) REST
13 252 (2.64%) Spring
14 243 (2.54%) RESTful
15 216 (2.26%) Node.js
16 197 (2.06%) D3.js
17 188 (1.97%) ASP.NET MVC
18 165 (1.73%) SOAP
19 154 (1.61%) Natural Language Processing
20 151 (1.58%) Ajax
Miscellaneous
1 2194 (22.95%) Analytical Skills
2 1157 (12.10%) Visualisation
3 1127 (11.79%) Computer Science
4 812 (8.49%) Mathematics
5 667 (6.98%) User Experience
6 657 (6.87%) Statistics
7 556 (5.82%) Management Information System
8 438 (4.58%) Algorithms
9 431 (4.51%) Mobile App
10 368 (3.85%) Social Media
11 280 (2.93%) Data Integration
12 217 (2.27%) Physics
13 172 (1.80%) Fintech
14 159 (1.66%) Data Structures
15 157 (1.64%) Derivative
16 154 (1.61%) Credit Risk
17 139 (1.45%) Artificial Intelligence
18 136 (1.42%) Economics
19 123 (1.29%) Data Centre
20 111 (1.16%) Foreign Exchange (FX)
Operating Systems
1 765 (8.00%) Linux
2 620 (6.49%) Windows
3 401 (4.19%) Unix
4 252 (2.64%) Android
5 246 (2.57%) Apple iOS
6 167 (1.75%) Windows Server
7 77 (0.81%) Windows Server 2008
8 63 (0.66%) CentOS
9 55 (0.58%) Red Hat Enterprise Linux
10 51 (0.53%) Windows Server 2012
11 42 (0.44%) Mac OS X
12 40 (0.42%) Ubuntu
13 39 (0.41%) Windows Server 2003
14 27 (0.28%) Solaris
15 21 (0.22%) Windows Phone
16 17 (0.18%) Windows 10
17 15 (0.16%) Windows 7
18 14 (0.15%) AIX
19 11 (0.12%) Windows Mobile
20 9 (0.094%) Windows 8
Processes & Methodologies
1 2467 (25.81%) Business Intelligence
2 2415 (25.26%) Data Analytics
3 2279 (23.84%) Agile Software Development
4 1005 (10.51%) ETL
5 890 (9.31%) E-Commerce
6 881 (9.22%) Machine Learning
7 745 (7.79%) Project Management
8 742 (7.76%) Data Management
9 701 (7.33%) Data Modelling
10 699 (7.31%) Data Analysis
11 694 (7.26%) Software Engineering
12 684 (7.15%) Stakeholder Management
13 604 (6.32%) Data Visualisation
14 564 (5.90%) CRM
15 552 (5.77%) SEO
16 546 (5.71%) Scrum
17 535 (5.60%) Web Analytics
18 493 (5.16%) Digital Marketing
19 446 (4.67%) Open Source
20 443 (4.63%) TDD
Programming Languages
1 2966 (31.03%) SQL
2 1573 (16.45%) Java
3 1507 (15.76%) Python
4 1349 (14.11%) JavaScript
5 855 (8.94%) R
6 809 (8.46%) C#
7 612 (6.40%) C++
8 483 (5.05%) Scala
9 341 (3.57%) T-SQL
10 320 (3.35%) PHP
11 261 (2.73%) VBA
12 246 (2.57%) MATLAB
13 235 (2.46%) C
14 216 (2.26%) Perl
15 189 (1.98%) Ruby
16 147 (1.54%) PL/SQL
17 146 (1.53%) PowerShell
18 121 (1.27%) Bash Shell
19 109 (1.14%) Clojure
20 99 (1.04%) VB
Qualifications
1 1967 (20.58%) Degree
2 406 (4.25%) PhD
3 337 (3.53%) Security Cleared
4 161 (1.68%) SC Cleared
5 138 (1.44%) CISSP
6 84 (0.88%) Microsoft Certification
7 69 (0.72%) PMI Certification
8 67 (0.70%) CISM
9 66 (0.69%) DV Cleared
10 65 (0.68%) SANS
11 43 (0.45%) GIAC
12 42 (0.44%) PRINCE2 Certification
13 41 (0.43%) MBA
13 41 (0.43%) PMP
14 40 (0.42%) Cisco Certification
15 34 (0.36%) CISA
16 33 (0.35%) ISEB
17 27 (0.28%) GCIH
17 27 (0.28%) MCSE
18 22 (0.23%) CITP
Quality Assurance & Compliance
1 452 (4.73%) Data Quality
2 425 (4.45%) QA
3 116 (1.21%) SLA
4 52 (0.54%) ISO/IEC 27001
5 46 (0.48%) MiFID
6 44 (0.46%) PCI DSS
7 37 (0.39%) EMIR
8 30 (0.31%) Dodd-Frank
9 23 (0.24%) COBIT
10 20 (0.21%) Solvency II
11 18 (0.19%) FATCA
12 16 (0.17%) ISO 9001
13 13 (0.14%) PMBOK
14 12 (0.13%) Actionable Recommendations
15 11 (0.12%) GCP
15 11 (0.12%) HL7
16 9 (0.094%) WAI
17 8 (0.084%) IAS 39
17 8 (0.084%) ISO 9000
18 7 (0.073%) WCAG
System Software
1 173 (1.81%) Active Directory
2 169 (1.77%) Docker
3 162 (1.69%) VMware Infrastructure
4 113 (1.18%) HDFS
5 67 (0.70%) Virtual Machines
6 50 (0.52%) Apache ZooKeeper
6 50 (0.52%) VirtualBox
7 47 (0.49%) Apache Flume
8 40 (0.42%) Hyper-V
9 28 (0.29%) XenApp
10 25 (0.26%) vCloud
11 18 (0.19%) Oracle RAC
12 15 (0.16%) Snort
12 15 (0.16%) Xen
13 13 (0.14%) KVM
14 7 (0.073%) Cygwin
14 7 (0.073%) Microsoft App-V
14 7 (0.073%) Virtual Servers
15 6 (0.063%) Postfix
15 6 (0.063%) XenDesktop
Systems Management
1 140 (1.46%) Puppet
2 108 (1.13%) Opscode Chef
3 72 (0.75%) Ansible
4 65 (0.68%) Nagios
5 38 (0.40%) Kubernetes
6 34 (0.36%) Hadoop YARN
7 33 (0.35%) Mesos
8 30 (0.31%) Control-M
9 29 (0.30%) Host Intrusion Detection System
9 29 (0.30%) Oozie
10 26 (0.27%) SCOM
11 25 (0.26%) Failover Clustering
12 23 (0.24%) Ambari
12 23 (0.24%) Microsoft Clustering
13 21 (0.22%) DatAdvantage
13 21 (0.22%) ServiceCenter
14 19 (0.20%) QRadar
15 17 (0.18%) RSA Security Analytics
16 16 (0.17%) HP Quality Center
16 16 (0.17%) Nessus
Vendors
1 1197 (12.52%) Google
2 1153 (12.06%) Oracle
3 1124 (11.76%) Microsoft
4 905 (9.47%) Tableau
5 461 (4.82%) SAP
6 399 (4.17%) Informatica
7 377 (3.94%) Adobe
8 334 (3.49%) IBM
9 272 (2.85%) Cognos
10 206 (2.15%) Cloudera
11 191 (2.00%) VMware
12 176 (1.84%) Salesforce.com
13 161 (1.68%) Facebook
14 151 (1.58%) Hortonworks
15 150 (1.57%) MicroStrategy
16 145 (1.52%) Twitter
17 144 (1.51%) Teradata
18 133 (1.39%) Talend
19 115 (1.20%) Omniture
20 111 (1.16%) Netezza
London
Xcede
Posted: 9 hours ago
London
set2recruit
Salary: Up to £55,000 per annum
Posted: 10 hours ago
London
Oliver Bernard
Salary: £60000 - £70000 per annum + bonus & benefits
Posted: 10 hours ago
Nottingham, Nottinghamshire
Computer People
Salary: £45000.00 - £55000.00 per annum + 10% bonus
Posted: 6 hours ago
North West
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 13 hours ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 5 hours ago
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 4 hours ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 4 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum
Posted: 5 hours ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 7 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum
Posted: 4 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
Derbyshire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £56000.00 per annum
Posted: 7 hours ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 4 hours ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 4 hours ago
London
Exposed Solutions
Salary: £40000 - £55000 per annum
Posted: 7 hours ago
Manchester, Lancashire
ReThink Recruitment
Posted: 9 hours ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 4 hours ago
City, London
Durlston Partners
Salary: From £38,000 to £75,000 per annum
Posted: 11 hours ago
Central London / West End
Client Server
Salary: £65k to £90k + options
Posted: 12 hours ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits
Posted: 7 hours ago
London
onezeero.
Salary: £73000 - £80000 per annum + Bonus & Bens
Posted: 6 hours ago
Reading, Berkshire
PRUDENTIAL
Posted: 7 hours ago
City, London
First Point
Salary: £40000.00 - £55000.00 per annum
Posted: 3 hours ago
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: 9 hours ago
South West London
IT Executive Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 8 hours ago
London
Client Server
Salary: £95k to £140k + equity + benefits
Posted: 5 hours ago
North East
Initi8 Recruitment
Salary: £80000 - £90000 Per Annum
Posted: 2 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £45000 - £52000 per annum, Benefits Package
Posted: 11 hours ago