The following table provides summary statistics for permanent job vacancies with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 28 April 2017 with a comparison to the same period in the previous 2 years.

Analytics
UK
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 58 60 68
Rank change year-on-year +2 +8  
Permanent jobs citing Analytics 4438 4953 4413
As % of all permanent IT jobs advertised in the UK 5.08% 4.79% 3.98%
As % of the Processes & Methodologies category 5.69% 5.39% 4.56%
Number of salaries quoted 3435 3937 3396
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £85,000 £90,000 £82,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 77984 91876 96681
As % of all permanent IT job vacancies advertised in the UK 89.31% 88.80% 87.12%
Number of salaries quoted 64177 76399 78045
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend

The job posting trend of jobs advertised citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in the UK

Analytics
Salary Trend

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

Salary trend for Analytics in the UK

Analytics
Salary Histogram

The salary distribution of IT jobs citing Analytics over the 3 months to 28 April 2017.

Salary histogram for Analytics 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 28 April 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
England +1 4168 £55,000 - 660
London +6 2699 £62,500 +4.16% 379
South East +9 484 £50,000 - 76
City of London -4 278 £60,000 +4.34% 84
North West -25 204 £40,000 -11.11% 49
Yorkshire +3 183 £45,000 +12.50% 26
East of England -10 172 £52,500 +10.52% 21
Berkshire +6 154 £54,000 +2.85% 10
Scotland +35 150 £43,500 -24.34% 25
South West -17 144 £43,000 -9.47% 33
Manchester -24 144 £43,750 -2.77% 37
East Midlands +15 132 £43,000 +7.50% 28
West Yorkshire -20 120 £45,000 +12.50% 19
West Midlands -24 107 £40,000 -5.88% 37
Surrey +35 95 £55,000 +11.11% 28
Edinburgh +23 93 £48,000 -16.52% 21
Leeds -21 91 £43,250 -11.73% 15
Oxfordshire +12 73 £40,000 -38.46% 11
Buckinghamshire -10 60 £55,000 +57.14% 5
Bedfordshire +53 53 £80,000 +60.00% 4
Reading -20 48 £50,000 -1.18% 5
Luton +47 47 £80,000 +28.00% 3
Hampshire -6 47 £36,000 -18.18% 5
Glasgow +20 46 £32,000 -36.00% 3
Oxford +9 45 £35,000 -48.14% 6
Hertfordshire -5 45 £55,000 +10.00% 4
Somerset +11 42 £45,000 -2.17% 5
Bristol -13 41 £40,000 -5.88% 12
Northamptonshire -5 40 £45,000 +28.57% 7
Nottinghamshire +17 38 £42,500 -5.55% 13

For the 6 months to 28 April 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 with a requirement for Analytics.

1 2829 (33.65%) SQL
2 2357 (28.04%) Finance
3 2177 (25.90%) Agile Software Development
4 1982 (23.58%) Business Intelligence
5 1796 (21.37%) Big Data
6 1777 (21.14%) Data Analytics
7 1760 (20.94%) Analytical Skills
8 1751 (20.83%) Degree
9 1650 (19.63%) Marketing
10 1569 (18.67%) Python
11 1386 (16.49%) Java
12 1352 (16.08%) SQL Server
13 1313 (15.62%) JavaScript
14 1131 (13.45%) HTML
15 1086 (12.92%) Google
16 1054 (12.54%) Visualisation
17 996 (11.85%) Microsoft
18 955 (11.36%) Data Warehouse
19 945 (11.24%) CSS
20 902 (10.73%) R
21 893 (10.62%) C#
22 890 (10.59%) Hadoop
23 871 (10.36%) Tableau
24 850 (10.11%) .NET
25 846 (10.06%) Mathematics
26 844 (10.04%) ETL
27 842 (10.02%) Google Analytics
28 839 (9.98%) E-Commerce
29 823 (9.79%) Banking
30 794 (9.45%) Computer Science

Analytics
Co-occurring 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
1 787 (9.36%) SAS
2 604 (7.19%) Apache Spark
3 318 (3.78%) CMS
4 223 (2.65%) Apache
5 219 (2.61%) Elasticsearch
6 184 (2.19%) Apache Pig
7 144 (1.71%) SharePoint
8 110 (1.31%) WebSphere
9 92 (1.09%) IIS
10 81 (0.96%) Confluence
11 80 (0.95%) Tomcat
12 75 (0.89%) Adobe Experience Manager
12 75 (0.89%) WordPress
13 72 (0.86%) Apache Solr
14 57 (0.68%) nginx
15 50 (0.59%) JBoss
16 33 (0.39%) Sitecore CMS
17 31 (0.37%) WebLogic
18 30 (0.36%) Jetty
19 26 (0.31%) OpenStack
Applications
1 745 (8.86%) Microsoft Excel
2 258 (3.07%) SPSS
3 218 (2.59%) Microsoft Office
4 162 (1.93%) Microsoft PowerPoint
5 123 (1.46%) Photoshop
6 65 (0.77%) Adobe Illustrator
7 58 (0.69%) MS Visio
8 43 (0.51%) Adobe Creative Suite
9 38 (0.45%) Spreadsheet
10 32 (0.38%) Microsoft Project
11 25 (0.30%) InDesign
11 25 (0.30%) SPSS Modeler
12 24 (0.29%) InVision
13 20 (0.24%) OmniGraffle
14 17 (0.20%) Stata
15 7 (0.083%) EViews
16 6 (0.071%) Adobe Captivate
16 6 (0.071%) Weka
17 4 (0.048%) Fireworks
18 3 (0.036%) S-PLUS
Business Applications
1 63 (0.75%) Dynamics CRM
2 59 (0.70%) WebTrends
3 56 (0.67%) Adobe Campaign
4 36 (0.43%) Magento
5 33 (0.39%) Cognos Business Intelligence
6 29 (0.34%) Oracle ERP
7 28 (0.33%) Dynamics AX
8 27 (0.32%) Oracle EBS
8 27 (0.32%) SAP Oil and Gas
9 24 (0.29%) Dynamics NAV
10 23 (0.27%) Eloqua
11 21 (0.25%) Oracle EBS R12
12 18 (0.21%) Payment Gateway
13 17 (0.20%) Cognos TM1
13 17 (0.20%) Maximo
14 16 (0.19%) SAP ERP
14 16 (0.19%) SAP InfiniteInsight
15 15 (0.18%) Oracle Applications
15 15 (0.18%) Oracle Payables
15 15 (0.18%) SAP CRM
Cloud Services
1 842 (10.02%) Google Analytics
2 636 (7.57%) Amazon AWS
3 452 (5.38%) Microsoft Azure
4 309 (3.68%) SaaS
5 207 (2.46%) Adobe Analytics
6 135 (1.61%) Cloud Computing
7 134 (1.59%) AdWords
8 131 (1.56%) Google Cloud Platform
9 109 (1.30%) PaaS
10 85 (1.01%) IaaS
11 68 (0.81%) GitHub
12 67 (0.80%) Amazon EC2
13 57 (0.68%) Amazon S3
14 55 (0.65%) Google Tag Manager
15 41 (0.49%) Office 365
16 37 (0.44%) Azure Machine Learning
17 35 (0.42%) Amazon Kinesis
18 28 (0.33%) Google Play
19 26 (0.31%) Amazon EMR
20 22 (0.26%) MailChimp
Communications & Networking
1 239 (2.84%) Internet
2 147 (1.75%) Firewall
3 91 (1.08%) TCP/IP
4 85 (1.01%) HTTP
5 69 (0.82%) Network Security
6 50 (0.59%) Intrusion Detection
7 43 (0.51%) WAN
8 42 (0.50%) LAN
9 41 (0.49%) VPN
10 38 (0.45%) DNS
10 38 (0.45%) Wireless
11 36 (0.43%) SSL
12 29 (0.34%) HTTPS
13 25 (0.30%) Skype
14 24 (0.29%) DHCP
15 20 (0.24%) SAN
16 19 (0.23%) SNMP
17 18 (0.21%) Cisco ASA
18 17 (0.20%) Broadband
18 17 (0.20%) Intranet
Database & Business Intelligence
1 1796 (21.37%) Big Data
2 1352 (16.08%) SQL Server
3 955 (11.36%) Data Warehouse
4 890 (10.59%) Hadoop
5 565 (6.72%) SQL Server Integration Services
6 530 (6.31%) Relational Database
7 498 (5.92%) SQL Server Reporting Services
8 495 (5.89%) QlikView
9 486 (5.78%) NoSQL
10 425 (5.06%) MySQL
11 365 (4.34%) Power BI
12 362 (4.31%) MongoDB
13 355 (4.22%) SQL Server Analysis Services
14 332 (3.95%) Apache Hive
15 330 (3.93%) Data Mining
16 292 (3.47%) BusinessObjects
17 225 (2.68%) RDBMS
18 192 (2.28%) PostgreSQL
19 188 (2.24%) Apache Cassandra
20 130 (1.55%) Amazon Redshift
Development Applications
1 409 (4.87%) Git (software)
2 291 (3.46%) JIRA
3 171 (2.03%) Jenkins
4 149 (1.77%) Subversion
5 116 (1.38%) Selenium
6 101 (1.20%) Talend Open Studio
7 98 (1.17%) Team Foundation Server
8 77 (0.92%) Visual Studio
9 73 (0.87%) Axure RP
10 66 (0.79%) TeamCity
11 63 (0.75%) gulp
11 63 (0.75%) Maven
12 54 (0.64%) JUnit
13 52 (0.62%) Grunt
14 50 (0.59%) Karma Test Runner
15 49 (0.58%) Cucumber
16 43 (0.51%) Ant
17 39 (0.46%) Eclipse
18 35 (0.42%) Jasmine
19 33 (0.39%) Mocha
General
1 2357 (28.04%) Finance
2 1650 (19.63%) Marketing
3 823 (9.79%) Banking
4 741 (8.82%) Retail
5 359 (4.27%) Investment Banking
6 286 (3.40%) Advertising
7 254 (3.02%) Games
8 229 (2.72%) Telecoms
9 209 (2.49%) Legal
10 207 (2.46%) Front Office
11 166 (1.97%) Publishing
12 131 (1.56%) Manufacturing
13 84 (1.00%) Pharmaceutical
14 80 (0.95%) Financial Institution
15 67 (0.80%) Military
16 61 (0.73%) Back Office
17 59 (0.70%) Electronics
17 59 (0.70%) Law
18 57 (0.68%) German Language
19 55 (0.65%) French Language
Job Titles
1 1993 (23.71%) Developer
2 1624 (19.32%) Analyst
3 641 (7.63%) Architect
4 612 (7.28%) Consultant
5 442 (5.26%) Data Scientist
6 430 (5.12%) C# Developer
7 380 (4.52%) Data Analyst
8 307 (3.65%) Analytics Manager
9 298 (3.55%) Senior Developer
10 281 (3.34%) Java Developer
11 278 (3.31%) Data Architect
12 265 (3.15%) Business Analyst
13 251 (2.99%) Business Intelligence Analyst
14 244 (2.90%) Senior Analyst
15 233 (2.77%) Business Intelligence Developer
16 226 (2.69%) Data Engineer
17 200 (2.38%) SQL Developer
18 190 (2.26%) SQL Analyst
19 181 (2.15%) JavaScript Developer
20 173 (2.06%) Project Manager
Libraries, Frameworks & Software Standards
1 1131 (13.45%) HTML
2 945 (11.24%) CSS
3 850 (10.11%) .NET
4 584 (6.95%) AngularJS
5 543 (6.46%) Web Services
6 516 (6.14%) HTML5
7 383 (4.56%) XML
8 367 (4.37%) jQuery
9 360 (4.28%) Node.js
10 319 (3.79%) RESTful
11 307 (3.65%) CSS3
12 255 (3.03%) ASP.NET
13 248 (2.95%) REST
14 234 (2.78%) JSON
15 215 (2.56%) Spring
16 203 (2.41%) .NET Framework
17 162 (1.93%) React
17 162 (1.93%) SOAP
18 160 (1.90%) Kafka
19 140 (1.67%) D3.js
Miscellaneous
1 1760 (20.94%) Analytical Skills
2 794 (9.45%) Computer Science
3 731 (8.70%) User Experience
4 393 (4.68%) Social Media
5 377 (4.48%) Algorithms
6 329 (3.91%) Management Information System
7 247 (2.94%) Greenfield Project
8 246 (2.93%) Fintech
9 219 (2.61%) Mobile App
10 212 (2.52%) Credit Risk
11 179 (2.13%) Enterprise Software
12 153 (1.82%) Fixed Income
13 144 (1.71%) Data Structures
14 110 (1.31%) Foreign Exchange (FX)
15 108 (1.28%) Derivative
16 88 (1.05%) Hedge funds
17 84 (1.00%) Data Centre
18 82 (0.98%) Digital Media
19 77 (0.92%) Internet of Things
20 75 (0.89%) Equities
Operating Systems
1 787 (9.36%) Linux
2 477 (5.67%) Windows
3 273 (3.25%) Unix
4 149 (1.77%) Android
4 149 (1.77%) Windows Server
5 110 (1.31%) Apple iOS
6 70 (0.83%) Windows Server 2012
7 59 (0.70%) CentOS
8 57 (0.68%) Windows Server 2008
9 37 (0.44%) Windows 10
10 29 (0.34%) Windows 7
11 28 (0.33%) Ubuntu
12 21 (0.25%) Red Hat Enterprise Linux
13 15 (0.18%) Mac OS X
14 12 (0.14%) Windows Server 2003
15 11 (0.13%) Solaris
15 11 (0.13%) Windows Mobile
16 10 (0.12%) AIX
17 9 (0.11%) Windows 2000
17 9 (0.11%) Windows Phone
Processes & Methodologies
1 2177 (25.90%) Agile Software Development
2 1982 (23.58%) Business Intelligence
3 1777 (21.14%) Data Analytics
4 1054 (12.54%) Visualisation
5 846 (10.06%) Mathematics
6 844 (10.04%) ETL
7 839 (9.98%) E-Commerce
8 771 (9.17%) Machine Learning
9 727 (8.65%) Scrum
10 648 (7.71%) Data Modelling
11 612 (7.28%) Data Analysis
12 608 (7.23%) Web Analytics
13 607 (7.22%) Data Visualisation
14 592 (7.04%) TDD
15 591 (7.03%) Stakeholder Management
16 590 (7.02%) Software Engineering
17 537 (6.39%) Project Management
18 529 (6.29%) Statistics
19 524 (6.23%) Data Management
20 518 (6.16%) SEO
Programming Languages
1 2829 (33.65%) SQL
2 1569 (18.67%) Python
3 1386 (16.49%) Java
4 1313 (15.62%) JavaScript
5 902 (10.73%) R
6 893 (10.62%) C#
7 410 (4.88%) Scala
8 376 (4.47%) C++
9 338 (4.02%) T-SQL
10 330 (3.93%) PHP
11 300 (3.57%) C
12 269 (3.20%) VBA
13 212 (2.52%) Ruby
14 175 (2.08%) Perl
15 166 (1.97%) MATLAB
16 106 (1.26%) Shell Script
17 101 (1.20%) TypeScript
18 92 (1.09%) PL/SQL
19 79 (0.94%) Bash Shell
19 79 (0.94%) PowerShell
Qualifications
1 1751 (20.83%) Degree
2 288 (3.43%) PhD
3 156 (1.86%) Security Cleared
4 128 (1.52%) CISSP
5 68 (0.81%) SC Cleared
6 67 (0.80%) Microsoft Certification
7 66 (0.79%) DV Cleared
8 56 (0.67%) CISM
9 53 (0.63%) ISEB
10 49 (0.58%) GCIA
11 45 (0.54%) PMI Certification
12 44 (0.52%) Cisco Certification
13 41 (0.49%) Postgraduate
14 40 (0.48%) CISA
15 39 (0.46%) GIAC
16 38 (0.45%) CEH
17 31 (0.37%) CCNP
17 31 (0.37%) GCIH
18 30 (0.36%) MBA
18 30 (0.36%) PMP
Quality Assurance & Compliance
1 371 (4.41%) QA
2 349 (4.15%) Data Quality
3 78 (0.93%) ISO/IEC 27001
4 75 (0.89%) SLA
5 46 (0.55%) PCI DSS
6 25 (0.30%) PMO
7 24 (0.29%) Basel III
8 22 (0.26%) GDPR
9 21 (0.25%) Basel II
10 17 (0.20%) ISO 9001
11 16 (0.19%) COBIT
12 15 (0.18%) Actionable Recommendations
13 14 (0.17%) IFRS
13 14 (0.17%) ISO 14001
13 14 (0.17%) MiFID
14 12 (0.14%) IFRS 9
15 11 (0.13%) Sarbanes-Oxley
16 10 (0.12%) Solvency II
17 9 (0.11%) GCP
18 8 (0.095%) Dodd-Frank
System Software
1 175 (2.08%) Docker
2 159 (1.89%) Active Directory
3 121 (1.44%) VMware Infrastructure
4 75 (0.89%) Hyper-V
5 73 (0.87%) HDFS
6 52 (0.62%) Apache Flume
7 24 (0.29%) Virtual Machines
8 19 (0.23%) XenApp
9 18 (0.21%) Firmware
10 17 (0.20%) Snort
11 13 (0.15%) Apache ZooKeeper
12 11 (0.13%) Oracle RAC
13 7 (0.083%) ProxySG
14 6 (0.071%) Slurm Workload Manager
14 6 (0.071%) XenDesktop
14 6 (0.071%) XenServer
15 5 (0.059%) DFS Replication
15 5 (0.059%) Terminal Services
15 5 (0.059%) VirtualBox
15 5 (0.059%) vSphere
Systems Management
1 122 (1.45%) Puppet
2 117 (1.39%) Opscode Chef
3 115 (1.37%) Ansible
4 41 (0.49%) Kibana
5 39 (0.46%) Grafana
6 36 (0.43%) Oozie
7 34 (0.40%) SCCM
8 31 (0.37%) Kubernetes
9 28 (0.33%) Nagios
10 25 (0.30%) logstash
11 17 (0.20%) Ambari
12 16 (0.19%) Piwik
13 14 (0.17%) Opsview
13 14 (0.17%) QRadar
13 14 (0.17%) Riemann
14 11 (0.13%) CA Spectrum
15 10 (0.12%) RSA Security Analytics
15 10 (0.12%) Terraform
16 9 (0.11%) EnCase
16 9 (0.11%) Nexpose
Vendors
1 1086 (12.92%) Google
2 996 (11.85%) Microsoft
3 871 (10.36%) Tableau
4 732 (8.71%) Oracle
5 404 (4.81%) Adobe
6 317 (3.77%) SAP
7 206 (2.45%) IBM
8 176 (2.09%) Cognos
9 148 (1.76%) Informatica
10 139 (1.65%) VMware
11 132 (1.57%) Teradata
12 130 (1.55%) Salesforce.com
13 121 (1.44%) MicroStrategy
14 119 (1.42%) Splunk
15 101 (1.20%) Talend
16 100 (1.19%) Facebook
17 88 (1.05%) hybris
18 80 (0.95%) Cisco
19 79 (0.94%) Alteryx
20 76 (0.90%) Omniture
London
ARC IT Recruitment Ltd
Salary: £40000 per annum + Benefits
Posted: 2 hours ago
Warwick, Warwickshire
Nimbus Property Technologies
Salary: From £35,000 to £40,000 per annum
Posted: 1 hour ago
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 2 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: Up to 65,000 + Benefits
Posted: 1 hour ago
London
Spring Technology
Salary: package
Posted: 2 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £45000 per annum + Benefits
Posted: 4 hours ago
Crawley, West Sussex
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 4 hours ago
West Drayton, Middlesex
Lorien Resourcing
Salary: £45000 per annum
Posted: 2 hours ago
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 2 hours ago
Sheffield, South Yorkshire
The Floow
Posted: 1 hour ago
East London
BGC Partners
Salary: Discretionary bonus and benefits
Posted: 7 hours ago
Glasgow, Lanarkshire
Spring Technology
Posted: 4 hours ago
London
RBW Consulting
Salary: From £35,000 to £45,000 per annum
Posted: 1 hour ago
Northampton, Northamptonshire
Emponics Ltd
Salary: £competitive +15% bonus+pension+health
Posted: 1 hour ago
City, London
Evolution Recruitment Solutions
Salary: 35,000 - 53,000 + Benefits
Posted: 6 hours ago
London
Oliver Bernard
Salary: £55000 - £65000 per annum
Posted: 7 hours ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 2 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 7 hours ago
London
PwC
Salary: Market related
Posted: 9 hours ago
London
set2recruit
Salary: Up to £60,000 per annum
Posted: 8 hours ago
Manchester, Lancashire
FT Select
Salary: From £25,000 to £35,000 per annum plus benefits
Posted: 7 hours ago
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £55000 - £60000 per annum
Posted: 10 hours ago
Northampton, Northamptonshire
McGregor Boyall
Salary: £35000 - £45000 per annum
Posted: 4 hours ago
Hayes, Middlesex
Square One Resources
Salary: From £25,000 to £30,000 per annum + Benefits
Posted: 1 hour ago
Nottingham, Nottinghamshire
Square One Resources
Salary: From £25,000 to £30,000 per annum + Benefits
Posted: 1 hour ago
Ashford, Kent
ARC IT Recruitment Ltd
Salary: £25000 - £37000 per annum + + Benefits
Posted: 2 hours ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 2 hours ago
London
Digital Gurus
Salary: £90000 - £130000 per annum
Posted: 9 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + excellent benefits
Posted: 8 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £85k to £100k + benefits
Posted: 10 hours ago