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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 63 62 77
Rank change year-on-year
-1 +15
Permanent jobs citing Analytics 4015 4931 4142
As % of all permanent IT jobs located in the UK 4.49% 4.58% 3.61%
As % of the Processes & Methodologies category 5.10% 5.23% 4.22%
Number of salaries quoted 3162 3841 3236
Median salary £52,500 £53,000 £50,000
Median salary % change year-on-year
-0.94% +6.00%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%

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
78798 94209 98163
As % of all permanent IT jobs located in the UK 88.10% 87.55% 85.65%
Number of salaries quoted 64965 77834 80660
Median salary £50,000 £50,000 £47,501
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 4 December 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 4 December 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 -3 3810 £52,500 - 610
London -3 2180 £60,000 - 352
South East +10 558 £50,000 - 61
City of London +2 354 £61,500 +2.50% 64
North West +4 252 £40,000 +6.66% 57
East of England +40 251 £50,000 +5.26% 32
Manchester +14 184 £42,000 +12.00% 36
Berkshire +23 170 £50,000 - 18
West Midlands -31 154 £40,000 -3.61% 20
Yorkshire -2 140 £42,500 +30.76% 39
South West -35 136 £50,000 +11.11% 21
Scotland +20 112 £47,500 -15.92% 24
Surrey -21 104 £50,000 - 6
West Yorkshire +5 101 £44,000 +25.71% 33
Hampshire -11 92 £40,000 -27.27% 14
East Midlands +4 88 £42,500 -15.00% 21
Hertfordshire -11 76 £50,000 -4.76% 11
Leeds -8 63 £45,000 +28.57% 22
Southampton +59 58 £72,500 +75.75% 1
Cambridgeshire +23 57 £50,000 +8.10% 18
Birmingham +4 57 £45,000 -5.26% 9
Edinburgh +17 55 £47,500 -9.52% 18
Oxfordshire -14 46 £50,000 -0.99% 4
Cambridge +18 44 £50,000 +5.26% 14
Glasgow +18 43 £41,250 -26.99% 5
Reading -22 43 £53,000 +9.27% 7
North East +39 42 £40,000 -22.26% 7
Bristol +9 41 £45,000 +12.50% 8
Buckinghamshire +25 40 £47,500 +15.15% 5
Oxford +21 39 £50,000 +14.28% 2

Analytics
Top 30 Related IT Skills

For the 6 months to 4 December 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 2712 (32.32%) SQL
2 2262 (26.95%) Finance
3 2070 (24.67%) Business Intelligence
4 2057 (24.51%) Agile Software Development
5 2046 (24.38%) Data Analytics
6 1983 (23.63%) Big Data
7 1772 (21.12%) Degree
8 1746 (20.81%) Analytical Skills
9 1734 (20.66%) Marketing
10 1445 (17.22%) Python
11 1254 (14.94%) Java
12 1176 (14.01%) SQL Server
13 1117 (13.31%) Google
14 1084 (12.92%) JavaScript
15 1062 (12.65%) HTML
16 1024 (12.20%) Data Warehouse
17 989 (11.79%) Hadoop
18 954 (11.37%) Visualisation
19 943 (11.24%) Microsoft
20 894 (10.65%) Google Analytics
21 890 (10.61%) ETL
22 859 (10.24%) Computer Science
23 852 (10.15%) CSS
24 838 (9.99%) C#
25 785 (9.35%) SAS
26 771 (9.19%) E-Commerce
27 756 (9.01%) Machine Learning
28 739 (8.81%) Oracle
29 730 (8.70%) Tableau
30 710 (8.46%) R

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
1 785 (9.35%) SAS
2 604 (7.20%) Apache Spark
3 331 (3.94%) CMS
4 227 (2.70%) SharePoint
5 214 (2.55%) Apache Pig
6 208 (2.48%) Elasticsearch
7 165 (1.97%) Apache
8 114 (1.36%) WordPress
9 102 (1.22%) IIS
10 77 (0.92%) WebSphere
11 64 (0.76%) Tomcat
12 58 (0.69%) Confluence
13 52 (0.62%) JBoss
14 51 (0.61%) Drupal
15 47 (0.56%) Apache Solr
16 46 (0.55%) nginx
17 45 (0.54%) Sitecore CMS
18 40 (0.48%) Adobe Experience Manager
19 29 (0.35%) OpenStack
19 29 (0.35%) Umbraco
Applications
1 604 (7.20%) MS Excel
2 319 (3.80%) SPSS
3 225 (2.68%) MS Office
4 200 (2.38%) MS PowerPoint
5 106 (1.26%) Photoshop
6 77 (0.92%) MS Visio
7 35 (0.42%) Stata
8 33 (0.39%) Adobe Illustrator
8 33 (0.39%) MS Project
9 25 (0.30%) Spreadsheet
10 24 (0.29%) Adobe Creative Suite
11 20 (0.24%) InDesign
12 18 (0.21%) InVision
13 11 (0.13%) Fireworks
13 11 (0.13%) GNU Octave
14 10 (0.12%) OmniGraffle
15 6 (0.071%) EViews
15 6 (0.071%) Mathematica
16 5 (0.060%) Chatbot
16 5 (0.060%) S-PLUS
Business Applications
1 69 (0.82%) WebTrends
2 58 (0.69%) Adobe Campaign
3 55 (0.66%) Magento
4 53 (0.63%) Cognos Business Intelligence
5 51 (0.61%) Dynamics CRM
6 35 (0.42%) Oracle EBS
7 34 (0.41%) Cognos TM1
8 33 (0.39%) SAP Oil and Gas
9 29 (0.35%) Eloqua
10 22 (0.26%) Salesforce.com CRM
11 21 (0.25%) FastStats
12 17 (0.20%) Payment Gateway
13 16 (0.19%) SAP ERP
14 14 (0.17%) OpenCart
14 14 (0.17%) SAP BPC
15 13 (0.15%) SAP CRM
16 12 (0.14%) Cognos Controller
16 12 (0.14%) Cognos Planning
16 12 (0.14%) Oracle Applications
16 12 (0.14%) Oracle BPM
Cloud Services
1 894 (10.65%) Google Analytics
2 633 (7.54%) Amazon AWS
3 393 (4.68%) Microsoft Azure
4 218 (2.60%) SaaS
5 193 (2.30%) Adobe Analytics
6 172 (2.05%) Cloud Computing
7 137 (1.63%) PaaS
8 136 (1.62%) AdWords
8 136 (1.62%) Google Cloud Platform
9 107 (1.28%) Amazon EC2
10 99 (1.18%) GitHub
11 79 (0.94%) IaaS
12 73 (0.87%) Amazon S3
13 58 (0.69%) Office 365
14 49 (0.58%) Amazon EMR
15 42 (0.50%) Google Tag Manager
16 31 (0.37%) Data Lake Analytics
17 28 (0.33%) Amazon Kinesis
18 24 (0.29%) IBM Cloud
19 22 (0.26%) Amazon ELB
Communications & Networking
1 292 (3.48%) Internet
2 162 (1.93%) Firewall
3 112 (1.33%) HTTP
4 94 (1.12%) TCP/IP
5 69 (0.82%) Intrusion Detection
6 62 (0.74%) Network Security
7 53 (0.63%) DNS
8 50 (0.60%) SSL
9 47 (0.56%) Wireless
10 34 (0.41%) VPN
11 29 (0.35%) Cisco ASA
11 29 (0.35%) LAN
12 25 (0.30%) FTP
12 25 (0.30%) HTTPS
12 25 (0.30%) WAN
13 24 (0.29%) Skype
14 22 (0.26%) DHCP
14 22 (0.26%) Intranet
15 20 (0.24%) SAN
15 20 (0.24%) Wi-Fi
Database & Business Intelligence
1 1983 (23.63%) Big Data
2 1176 (14.01%) SQL Server
3 1024 (12.20%) Data Warehouse
4 989 (11.79%) Hadoop
5 563 (6.71%) NoSQL
6 562 (6.70%) SQL Server Integration Services
7 552 (6.58%) Relational Database
8 481 (5.73%) SQL Server Reporting Services
9 407 (4.85%) QlikView
10 400 (4.77%) MySQL
11 385 (4.59%) Data Mining
12 369 (4.40%) MongoDB
13 347 (4.13%) SQL Server Analysis Services
14 329 (3.92%) Apache Hive
15 262 (3.12%) Power BI
16 257 (3.06%) BusinessObjects
16 257 (3.06%) RDBMS
17 214 (2.55%) PostgreSQL
18 201 (2.40%) Apache Cassandra
19 147 (1.75%) Amazon Redshift
Development Applications
1 313 (3.73%) Git (software)
2 201 (2.40%) JIRA
3 190 (2.26%) Jenkins
4 116 (1.38%) Visual Studio
5 114 (1.36%) Team Foundation Server
6 94 (1.12%) Subversion
7 92 (1.10%) Talend Open Studio
8 81 (0.97%) Selenium
9 66 (0.79%) Axure RP
10 64 (0.76%) TeamCity
11 47 (0.56%) Jasmine
12 46 (0.55%) Karma Test Runner
13 40 (0.48%) Maven
14 39 (0.46%) JUnit
15 37 (0.44%) Grunt
15 37 (0.44%) PhantomJS
16 36 (0.43%) Vagrant
17 34 (0.41%) Hudson
18 31 (0.37%) WebDriver
19 30 (0.36%) Cucumber
General
1 2262 (26.95%) Finance
2 1734 (20.66%) Marketing
3 684 (8.15%) Retail
4 662 (7.89%) Banking
5 312 (3.72%) Advertising
6 271 (3.23%) Telecoms
7 270 (3.22%) Games
8 189 (2.25%) Legal
9 186 (2.22%) Investment Banking
10 158 (1.88%) Front Office
11 150 (1.79%) Publishing
12 117 (1.39%) Manufacturing
13 90 (1.07%) Pharmaceutical
14 76 (0.91%) Military
15 75 (0.89%) Law
16 71 (0.85%) Electronics
17 66 (0.79%) Retail Banking
18 60 (0.71%) Financial Institution
19 54 (0.64%) Spanish Language
20 52 (0.62%) French Language
Job Titles
1 1816 (21.64%) Developer
2 1508 (17.97%) Analyst
3 697 (8.31%) Architect
4 645 (7.69%) Consultant
5 438 (5.22%) Data Scientist
6 383 (4.56%) Data Analyst
7 336 (4.00%) Data Architect
8 326 (3.88%) Senior Developer
9 305 (3.63%) Java Developer
10 280 (3.34%) Software Engineer
11 276 (3.29%) C# Developer
12 274 (3.27%) Business Analyst
13 246 (2.93%) Analytics Manager
14 218 (2.60%) .NET Developer
15 214 (2.55%) Business Intelligence Developer
16 197 (2.35%) Solutions Architect
17 192 (2.29%) SQL Developer
18 191 (2.28%) Senior Manager
19 185 (2.20%) JavaScript Developer
20 180 (2.14%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1062 (12.65%) HTML
2 852 (10.15%) CSS
3 708 (8.44%) .NET
4 448 (5.34%) HTML5
5 440 (5.24%) Web Services
6 374 (4.46%) AngularJS
7 363 (4.33%) jQuery
8 282 (3.36%) CSS3
9 278 (3.31%) XML
10 255 (3.04%) ASP.NET
11 251 (2.99%) REST
12 243 (2.90%) Node.js
13 229 (2.73%) RESTful
14 217 (2.59%) Spring
15 173 (2.06%) JSON
16 149 (1.78%) Middleware
17 144 (1.72%) .NET Framework
18 141 (1.68%) ASP.NET MVC
19 129 (1.54%) MDX
20 127 (1.51%) Hibernate
Miscellaneous
1 1746 (20.81%) Analytical Skills
2 954 (11.37%) Visualisation
3 859 (10.24%) Computer Science
4 677 (8.07%) Mathematics
5 594 (7.08%) User Experience
6 539 (6.42%) Statistics
7 424 (5.05%) Algorithms
8 365 (4.35%) Management Information System
9 357 (4.25%) Social Media
10 268 (3.19%) Mobile App
11 245 (2.92%) Data Integration
12 227 (2.70%) Credit Risk
13 190 (2.26%) Physics
14 178 (2.12%) Fintech
15 161 (1.92%) Economics
16 146 (1.74%) Data Structures
17 111 (1.32%) Derivative
18 109 (1.30%) Enterprise Software
19 106 (1.26%) Artificial Intelligence
20 89 (1.06%) Equities
Operating Systems
1 701 (8.35%) Linux
2 479 (5.71%) Windows
3 264 (3.15%) Unix
4 149 (1.78%) Windows Server
5 106 (1.26%) Android
6 104 (1.24%) Apple iOS
7 61 (0.73%) Windows Server 2012
8 53 (0.63%) Windows Server 2008
9 46 (0.55%) CentOS
10 45 (0.54%) Ubuntu
11 42 (0.50%) Red Hat Enterprise Linux
12 35 (0.42%) Mac OS X
13 19 (0.23%) Solaris
13 19 (0.23%) Windows Server 2003
14 15 (0.18%) Windows 10
15 9 (0.11%) AIX
16 8 (0.095%) Debian
16 8 (0.095%) HPUX
17 7 (0.083%) Windows Phone
18 6 (0.071%) Windows 7
Processes & Methodologies
1 2070 (24.67%) Business Intelligence
2 2057 (24.51%) Agile Software Development
3 2046 (24.38%) Data Analytics
4 890 (10.61%) ETL
5 771 (9.19%) E-Commerce
6 756 (9.01%) Machine Learning
7 653 (7.78%) Software Engineering
8 645 (7.69%) Web Analytics
9 624 (7.44%) Scrum
10 612 (7.29%) Stakeholder Management
11 608 (7.24%) Data Analysis
12 581 (6.92%) Data Modelling
13 572 (6.82%) Data Management
14 548 (6.53%) Project Management
15 546 (6.51%) SEO
16 529 (6.30%) Digital Marketing
17 479 (5.71%) CRM
18 467 (5.56%) Data Visualisation
19 464 (5.53%) Mentoring
20 458 (5.46%) TDD
Programming Languages
1 2712 (32.32%) SQL
2 1445 (17.22%) Python
3 1254 (14.94%) Java
4 1084 (12.92%) JavaScript
5 838 (9.99%) C#
6 710 (8.46%) R
7 427 (5.09%) C++
7 427 (5.09%) Scala
8 321 (3.83%) PHP
9 282 (3.36%) T-SQL
10 261 (3.11%) Perl
11 257 (3.06%) Ruby
12 211 (2.51%) VBA
13 192 (2.29%) C
14 165 (1.97%) MATLAB
15 131 (1.56%) PL/SQL
16 100 (1.19%) Bash Shell
17 95 (1.13%) PowerShell
18 92 (1.10%) VB
19 71 (0.85%) Shell Script
Qualifications
1 1772 (21.12%) Degree
2 307 (3.66%) PhD
3 211 (2.51%) Security Cleared
4 155 (1.85%) CISSP
5 94 (1.12%) SC Cleared
6 63 (0.75%) SANS
7 62 (0.74%) PMI Certification
8 60 (0.71%) Microsoft Certification
9 48 (0.57%) CISM
10 46 (0.55%) DV Cleared
11 43 (0.51%) MBA
12 39 (0.46%) IISP
13 38 (0.45%) BC Cleared
13 38 (0.45%) GIAC
14 36 (0.43%) Cisco Certification
14 36 (0.43%) ISEB
15 33 (0.39%) Postgraduate
16 31 (0.37%) CISA
16 31 (0.37%) PMP
17 21 (0.25%) GCIA
Quality Assurance & Compliance
1 392 (4.67%) Data Quality
2 371 (4.42%) QA
3 122 (1.45%) SLA
4 93 (1.11%) ISO/IEC 27001
5 50 (0.60%) PCI DSS
6 39 (0.46%) GCP
7 20 (0.24%) ISO 9001
7 20 (0.24%) MiFID
8 19 (0.23%) ISO 14001
9 18 (0.21%) COBIT
10 17 (0.20%) Actionable Recommendations
11 16 (0.19%) Basel III
12 15 (0.18%) HMG Security Policy Framework
13 14 (0.17%) HL7
14 13 (0.15%) Basel II
15 10 (0.12%) Solvency II
16 8 (0.095%) WCAG
17 7 (0.083%) COSO
17 7 (0.083%) Dodd-Frank
18 6 (0.071%) WAI
System Software
1 174 (2.07%) Docker
2 155 (1.85%) Active Directory
3 135 (1.61%) VMware Infrastructure
4 77 (0.92%) HDFS
5 73 (0.87%) Hyper-V
6 66 (0.79%) Apache Flume
7 54 (0.64%) Virtual Machines
8 26 (0.31%) Snort
9 22 (0.26%) Firmware
10 21 (0.25%) Apache ZooKeeper
11 16 (0.19%) VirtualBox
12 14 (0.17%) Oracle RAC
13 12 (0.14%) Microsoft App-V
14 10 (0.12%) XenApp
15 9 (0.11%) VMware ESXi
15 9 (0.11%) vSphere
16 8 (0.095%) KVM
17 7 (0.083%) XenDesktop
18 6 (0.071%) Cygwin
19 5 (0.060%) Xen
Systems Management
1 138 (1.64%) Puppet
2 120 (1.43%) Opscode Chef
3 106 (1.26%) Ansible
4 41 (0.49%) Nagios
5 39 (0.46%) Kubernetes
6 34 (0.41%) Oozie
7 31 (0.37%) Control-M
8 30 (0.36%) RSA Security Analytics
9 28 (0.33%) Host Intrusion Detection System
10 27 (0.32%) HP Quality Center
11 26 (0.31%) Mesos
12 24 (0.29%) Grafana
13 22 (0.26%) QRadar
14 21 (0.25%) Hadoop YARN
15 18 (0.21%) Ambari
16 16 (0.19%) Salt
17 15 (0.18%) Opsview
17 15 (0.18%) Riemann
18 14 (0.17%) Terraform
19 13 (0.15%) Network Intrusion Detection System
Vendors
1 1117 (13.31%) Google
2 943 (11.24%) Microsoft
3 739 (8.81%) Oracle
4 730 (8.70%) Tableau
5 377 (4.49%) Adobe
6 349 (4.16%) SAP
7 266 (3.17%) IBM
8 206 (2.45%) Cognos
9 191 (2.28%) Informatica
10 158 (1.88%) Salesforce.com
11 155 (1.85%) VMware
12 134 (1.60%) Splunk
13 112 (1.33%) MicroStrategy
14 102 (1.22%) Teradata
15 100 (1.19%) Cloudera
16 99 (1.18%) Facebook
17 94 (1.12%) Omniture
18 92 (1.10%) Talend
19 84 (1.00%) Hortonworks
20 72 (0.86%) Twitter
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 12 hours ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: Yesterday
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £competitive
Posted: 2 days ago
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: Yesterday
London
First Point
Salary: £50000.00 - £70000.00 per annum
Posted: 2 days ago
South East London
Sage UK Limited
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Searchability
Salary: £25000 - £28000 per annum
Posted: 2 days ago
London
Parallel Consulting
Salary: £90000 - £120000 per annum
Posted: 2 days ago
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 40k - 50k + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 3 days ago
Leatherhead, Surrey
Oscar
Salary: £50000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: 2 days ago
Warrington, Cheshire
Applause IT Innovation
Salary: £20000 - £30000 per annum + bens
Posted: 2 days ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 3 days ago
Birmingham, West Midlands (County)
Hydrogen Group
Posted: 2 days ago
Preston, Lancashire
Searchability
Salary: £20000 - £25000 per annum + Benefits
Posted: 2 days ago
South West London
World First
Posted: 2 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 2 days ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £30000.00 per annum + Benefits
Posted: 2 days ago
Manchester, Lancashire
Venturi
Salary: £38000 - £45000 per annum + Bonus + Benefits
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Sage UK Limited
Posted: 2 days ago
Havant, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Parallel Consulting
Salary: £40000 - £85000 per annum + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £51000 per annum
Posted: 3 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 2 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 2 days ago