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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Analytics
UK
Rank 56 60 70
Rank change year-on-year +4 +10  
Permanent jobs citing Analytics 4312 4903 4202
As % of all permanent IT jobs advertised in the UK 5.10% 4.74% 3.89%
As % of the Processes & Methodologies category 5.72% 5.35% 4.47%
Number of salaries quoted 3355 3880 3267
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00%  
90% offered a salary of more than £35,000 £32,000 £30,000
10% offered a salary of more than £85,000 £85,000 £82,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 75370 91581 93969
As % of all permanent IT job vacancies advertised in the UK 89.10% 88.56% 87.01%
Number of salaries quoted 61980 75773 76024
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 £43,000
% change year-on-year - +4.65%  

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 27 March 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 27 March 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 +4 4072 £55,000 - 665
London +8 2568 £62,500 +4.16% 378
South East +12 483 £50,000 +4.16% 87
City of London -6 284 £60,000 - 86
North West -11 216 £40,000 -6.97% 67
East of England +9 187 £52,500 +5.00% 39
Yorkshire +12 185 £45,000 +12.50% 21
Manchester +1 160 £45,000 - 54
South West +10 158 £48,500 +7.77% 19
Scotland +31 147 £45,000 -21.73% 39
Berkshire 0 138 £54,000 - 19
West Midlands +5 125 £40,000 +7.38% 13
East Midlands +12 120 £43,000 +22.85% 23
West Yorkshire +2 113 £45,000 +12.50% 15
Surrey +24 101 £55,000 +22.22% 20
Edinburgh +23 97 £50,500 -12.17% 27
Oxfordshire +30 81 £50,000 -16.66% 16
Leeds -18 78 £42,500 +6.25% 13
Buckinghamshire -8 54 £50,250 +43.57% 6
Bristol +9 52 £42,500 +4.93% 9
Bedfordshire +51 51 £78,750 +31.25% 5
Luton +37 48 £80,000 +28.00% 3
Nottinghamshire +23 45 £41,250 -8.33% 6
Oxford +21 45 £40,000 -33.33% 8
Hampshire +5 44 £43,750 +1.74% 12
Hertfordshire 0 44 £55,000 +10.00% 7
North Yorkshire +33 41 £45,000 +25.87% 1
Somerset +7 39 £50,000 +5.26% 2
Reading -23 39 £50,000 -0.59% 7
Glasgow +17 37 £39,000 -22.00% 8

Analytics
Top 30 Related IT Skills

For the 6 months to 27 March 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 (33.85%) SQL
2 2340 (28.00%) Finance
3 2100 (25.13%) Agile Software Development
4 1956 (23.41%) Business Intelligence
5 1833 (21.93%) Big Data
6 1795 (21.48%) Data Analytics
7 1736 (20.77%) Degree
8 1692 (20.25%) Analytical Skills
9 1683 (20.14%) Marketing
10 1558 (18.64%) Python
11 1321 (15.81%) Java
12 1291 (15.45%) SQL Server
13 1261 (15.09%) JavaScript
14 1136 (13.59%) HTML
15 1124 (13.45%) Google
16 1033 (12.36%) Visualisation
17 972 (11.63%) Microsoft
18 950 (11.37%) Data Warehouse
19 929 (11.12%) CSS
20 924 (11.06%) Hadoop
21 899 (10.76%) C#
22 877 (10.49%) Mathematics
23 874 (10.46%) Google Analytics
23 874 (10.46%) R
24 847 (10.14%) Tableau
25 842 (10.08%) E-Commerce
26 840 (10.05%) ETL
27 832 (9.96%) .NET
28 797 (9.54%) Banking
29 796 (9.52%) SAS

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
1 796 (9.52%) SAS
2 606 (7.25%) Apache Spark
3 306 (3.66%) CMS
4 226 (2.70%) Elasticsearch
5 215 (2.57%) Apache
6 210 (2.51%) Apache Pig
7 168 (2.01%) SharePoint
8 116 (1.39%) WebSphere
9 92 (1.10%) IIS
10 84 (1.01%) Confluence
11 79 (0.95%) Tomcat
12 77 (0.92%) Adobe Experience Manager
13 68 (0.81%) WordPress
14 60 (0.72%) nginx
15 57 (0.68%) JBoss
16 52 (0.62%) Apache Solr
17 40 (0.48%) Sitecore CMS
18 34 (0.41%) WebLogic
19 32 (0.38%) Jetty
20 26 (0.31%) OpenStack
Applications
1 687 (8.22%) MS Excel
2 267 (3.19%) SPSS
3 216 (2.58%) MS Office
4 163 (1.95%) MS PowerPoint
5 124 (1.48%) Photoshop
6 57 (0.68%) Adobe Illustrator
7 46 (0.55%) Adobe Creative Suite
8 44 (0.53%) MS Visio
9 32 (0.38%) Spreadsheet
10 26 (0.31%) MS Project
11 25 (0.30%) SPSS Modeler
12 23 (0.28%) InDesign
13 22 (0.26%) InVision
14 21 (0.25%) OmniGraffle
14 21 (0.25%) Stata
15 8 (0.096%) EViews
16 6 (0.072%) Adobe Captivate
16 6 (0.072%) Fireworks
17 5 (0.060%) Weka
18 4 (0.048%) S-PLUS
Business Applications
1 67 (0.80%) WebTrends
2 61 (0.73%) Dynamics CRM
3 49 (0.59%) Adobe Campaign
4 39 (0.47%) Cognos Business Intelligence
5 28 (0.34%) Dynamics AX
5 28 (0.34%) Magento
5 28 (0.34%) Oracle ERP
6 26 (0.31%) Oracle EBS
7 22 (0.26%) Oracle EBS R12
8 20 (0.24%) Dynamics NAV
8 20 (0.24%) SAP Oil and Gas
9 18 (0.22%) Payment Gateway
10 17 (0.20%) Cognos Planning
10 17 (0.20%) Eloqua
10 17 (0.20%) SAP ERP
11 16 (0.19%) Maximo
11 16 (0.19%) Oracle Applications
12 14 (0.17%) Oracle 11i
12 14 (0.17%) Oracle Payables
13 13 (0.16%) Oracle Receivables
Cloud Services
1 874 (10.46%) Google Analytics
2 627 (7.50%) Amazon AWS
3 428 (5.12%) Microsoft Azure
4 280 (3.35%) SaaS
5 220 (2.63%) Adobe Analytics
6 148 (1.77%) Cloud Computing
7 134 (1.60%) Google Cloud Platform
8 131 (1.57%) AdWords
9 101 (1.21%) PaaS
10 77 (0.92%) GitHub
10 77 (0.92%) IaaS
11 70 (0.84%) Amazon EC2
12 58 (0.69%) Amazon S3
13 52 (0.62%) Google Tag Manager
14 38 (0.45%) Office 365
15 33 (0.39%) Amazon Kinesis
16 32 (0.38%) Amazon EMR
17 24 (0.29%) Azure Machine Learning
17 24 (0.29%) Google Play
18 22 (0.26%) Force.com
Communications & Networking
1 263 (3.15%) Internet
2 142 (1.70%) Firewall
3 99 (1.18%) HTTP
4 76 (0.91%) TCP/IP
5 71 (0.85%) Intrusion Detection
6 63 (0.75%) Network Security
7 41 (0.49%) DNS
8 40 (0.48%) Wireless
9 34 (0.41%) LAN
10 33 (0.39%) HTTPS
10 33 (0.39%) VPN
11 32 (0.38%) SSL
12 28 (0.34%) WAN
13 22 (0.26%) Skype
14 21 (0.25%) Wireshark
15 18 (0.22%) Cisco ASA
15 18 (0.22%) DHCP
15 18 (0.22%) SAN
16 17 (0.20%) SNMP
17 16 (0.19%) Intranet
Database & Business Intelligence
1 1833 (21.93%) Big Data
2 1291 (15.45%) SQL Server
3 950 (11.37%) Data Warehouse
4 924 (11.06%) Hadoop
5 578 (6.92%) SQL Server Integration Services
6 572 (6.84%) Relational Database
7 512 (6.13%) SQL Server Reporting Services
8 492 (5.89%) QlikView
9 456 (5.46%) NoSQL
10 436 (5.22%) MySQL
11 368 (4.40%) Power BI
12 361 (4.32%) SQL Server Analysis Services
13 344 (4.12%) MongoDB
14 331 (3.96%) Apache Hive
15 323 (3.87%) Data Mining
16 277 (3.31%) BusinessObjects
17 247 (2.96%) RDBMS
18 195 (2.33%) PostgreSQL
19 157 (1.88%) Apache Cassandra
20 135 (1.62%) Amazon Redshift
Development Applications
1 380 (4.55%) Git (software)
2 276 (3.30%) JIRA
3 184 (2.20%) Jenkins
4 145 (1.74%) Subversion
5 108 (1.29%) Selenium
6 107 (1.28%) Team Foundation Server
7 95 (1.14%) Talend Open Studio
8 92 (1.10%) Visual Studio
9 77 (0.92%) TeamCity
10 72 (0.86%) Axure RP
11 60 (0.72%) Maven
12 57 (0.68%) JUnit
12 57 (0.68%) Karma Test Runner
13 45 (0.54%) Ant
13 45 (0.54%) gulp
14 44 (0.53%) Hudson
14 44 (0.53%) Jasmine
15 42 (0.50%) Grunt
16 40 (0.48%) Cucumber
17 37 (0.44%) Eclipse
General
1 2340 (28.00%) Finance
2 1683 (20.14%) Marketing
3 797 (9.54%) Banking
4 723 (8.65%) Retail
5 307 (3.67%) Investment Banking
6 297 (3.55%) Advertising
7 234 (2.80%) Telecoms
8 230 (2.75%) Games
9 223 (2.67%) Legal
10 174 (2.08%) Front Office
11 156 (1.87%) Publishing
12 122 (1.46%) Manufacturing
13 95 (1.14%) Military
14 85 (1.02%) Pharmaceutical
15 73 (0.87%) Financial Institution
16 63 (0.75%) Spanish Language
17 62 (0.74%) Back Office
18 58 (0.69%) Electronics
19 54 (0.65%) French Language
20 51 (0.61%) German Language
Job Titles
1 1907 (22.82%) Developer
2 1618 (19.36%) Analyst
3 665 (7.96%) Architect
4 584 (6.99%) Consultant
5 441 (5.28%) Data Scientist
6 408 (4.88%) C# Developer
7 380 (4.55%) Data Analyst
8 314 (3.76%) Analytics Manager
9 312 (3.73%) Senior Developer
10 284 (3.40%) Data Architect
11 276 (3.30%) Java Developer
12 261 (3.12%) Business Analyst
13 247 (2.96%) Business Intelligence Analyst
14 228 (2.73%) Senior Analyst
15 226 (2.70%) Business Intelligence Developer
16 207 (2.48%) Data Engineer
17 203 (2.43%) SQL Developer
18 202 (2.42%) Software Engineer
19 183 (2.19%) Solutions Architect
20 179 (2.14%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1136 (13.59%) HTML
2 929 (11.12%) CSS
3 832 (9.96%) .NET
4 524 (6.27%) AngularJS
5 523 (6.26%) Web Services
6 506 (6.05%) HTML5
7 388 (4.64%) XML
8 377 (4.51%) jQuery
9 336 (4.02%) Node.js
10 308 (3.69%) CSS3
11 283 (3.39%) RESTful
12 252 (3.02%) ASP.NET
13 242 (2.90%) REST
14 229 (2.74%) Spring
15 224 (2.68%) JSON
16 188 (2.25%) .NET Framework
17 151 (1.81%) Middleware
18 150 (1.79%) SOAP
19 138 (1.65%) Kafka
20 133 (1.59%) D3.js
Miscellaneous
1 1692 (20.25%) Analytical Skills
2 760 (9.09%) Computer Science
3 646 (7.73%) User Experience
4 409 (4.89%) Social Media
5 380 (4.55%) Algorithms
6 322 (3.85%) Management Information System
7 248 (2.97%) Credit Risk
8 240 (2.87%) Fintech
9 230 (2.75%) Mobile App
10 164 (1.96%) Enterprise Software
11 136 (1.63%) Data Structures
12 131 (1.57%) Fixed Income
13 89 (1.06%) Digital Media
14 87 (1.04%) Foreign Exchange (FX)
15 86 (1.03%) Hedge funds
16 84 (1.01%) Data Centre
16 84 (1.01%) Derivative
17 81 (0.97%) Internet of Things
18 69 (0.83%) Life Science
19 62 (0.74%) Blog
Operating Systems
1 750 (8.97%) Linux
2 459 (5.49%) Windows
3 264 (3.16%) Unix
4 138 (1.65%) Windows Server
5 114 (1.36%) Android
6 86 (1.03%) Apple iOS
7 66 (0.79%) Windows Server 2012
8 56 (0.67%) CentOS
9 46 (0.55%) Windows Server 2008
10 32 (0.38%) Red Hat Enterprise Linux
11 29 (0.35%) Ubuntu
12 24 (0.29%) Windows 10
13 20 (0.24%) Windows 7
14 18 (0.22%) Mac OS X
15 11 (0.13%) Solaris
16 8 (0.096%) Windows Mobile
16 8 (0.096%) Windows Phone
16 8 (0.096%) Windows Phone 8
17 5 (0.060%) AIX
17 5 (0.060%) Windows 8
Processes & Methodologies
1 2100 (25.13%) Agile Software Development
2 1956 (23.41%) Business Intelligence
3 1795 (21.48%) Data Analytics
4 1033 (12.36%) Visualisation
5 877 (10.49%) Mathematics
6 842 (10.08%) E-Commerce
7 840 (10.05%) ETL
8 741 (8.87%) Machine Learning
9 729 (8.72%) Scrum
10 669 (8.01%) Web Analytics
11 622 (7.44%) Data Modelling
12 614 (7.35%) Software Engineering
13 607 (7.26%) Stakeholder Management
14 578 (6.92%) Data Analysis
14 578 (6.92%) TDD
15 552 (6.61%) Data Visualisation
16 529 (6.33%) SEO
17 518 (6.20%) Project Management
18 505 (6.04%) Digital Marketing
19 496 (5.94%) CRM
Programming Languages
1 2829 (33.85%) SQL
2 1558 (18.64%) Python
3 1321 (15.81%) Java
4 1261 (15.09%) JavaScript
5 899 (10.76%) C#
6 874 (10.46%) R
7 390 (4.67%) C++
8 389 (4.65%) Scala
9 342 (4.09%) T-SQL
10 331 (3.96%) PHP
11 322 (3.85%) C
12 270 (3.23%) VBA
13 242 (2.90%) Ruby
14 232 (2.78%) Perl
15 170 (2.03%) MATLAB
16 107 (1.28%) Shell Script
17 102 (1.22%) PL/SQL
18 93 (1.11%) Bash Shell
19 85 (1.02%) TypeScript
20 84 (1.01%) PowerShell
Qualifications
1 1736 (20.77%) Degree
2 275 (3.29%) PhD
3 162 (1.94%) Security Cleared
4 131 (1.57%) CISSP
5 70 (0.84%) Microsoft Certification
6 65 (0.78%) DV Cleared
7 58 (0.69%) SC Cleared
8 54 (0.65%) CISM
9 51 (0.61%) ISEB
10 48 (0.57%) PMI Certification
11 47 (0.56%) GCIA
12 40 (0.48%) Postgraduate
13 39 (0.47%) MBA
14 37 (0.44%) SANS
15 36 (0.43%) CEH
16 35 (0.42%) CISA
17 32 (0.38%) Cisco Certification
18 31 (0.37%) GIAC
19 29 (0.35%) GCIH
20 28 (0.34%) PMP
Quality Assurance & Compliance
1 372 (4.45%) QA
2 324 (3.88%) Data Quality
3 90 (1.08%) SLA
4 79 (0.95%) ISO/IEC 27001
5 52 (0.62%) PCI DSS
6 24 (0.29%) IFRS
6 24 (0.29%) PMO
7 23 (0.28%) IFRS 9
8 22 (0.26%) ISO 9001
9 21 (0.25%) Basel II
9 21 (0.25%) Basel III
10 20 (0.24%) COBIT
11 19 (0.23%) ISO 14001
11 19 (0.23%) MiFID
12 16 (0.19%) Actionable Recommendations
13 14 (0.17%) GCP
14 13 (0.16%) Solvency II
15 10 (0.12%) GDPR
16 9 (0.11%) IAS 39
17 8 (0.096%) HMG Security Policy Framework
System Software
1 182 (2.18%) Docker
2 143 (1.71%) Active Directory
3 132 (1.58%) VMware Infrastructure
4 81 (0.97%) Hyper-V
5 77 (0.92%) HDFS
6 54 (0.65%) Apache Flume
7 28 (0.34%) Virtual Machines
8 20 (0.24%) Firmware
8 20 (0.24%) Snort
9 17 (0.20%) XenApp
10 9 (0.11%) Apache ZooKeeper
10 9 (0.11%) Oracle RAC
11 7 (0.084%) VirtualBox
11 7 (0.084%) XenDesktop
12 6 (0.072%) Microsoft App-V
12 6 (0.072%) Terminal Services
12 6 (0.072%) XenServer
13 5 (0.060%) DFS Replication
13 5 (0.060%) MetaFrame
13 5 (0.060%) vSphere
Systems Management
1 129 (1.54%) Puppet
2 122 (1.46%) Ansible
2 122 (1.46%) Opscode Chef
3 41 (0.49%) Grafana
4 34 (0.41%) Kibana
5 33 (0.39%) Kubernetes
6 32 (0.38%) Nagios
6 32 (0.38%) Oozie
7 22 (0.26%) RSA Security Analytics
8 20 (0.24%) Opsview
8 20 (0.24%) Riemann
8 20 (0.24%) SCCM
9 19 (0.23%) logstash
10 17 (0.20%) Ambari
11 16 (0.19%) Piwik
11 16 (0.19%) QRadar
12 14 (0.17%) Host Intrusion Detection System
12 14 (0.17%) Terraform
13 12 (0.14%) EnCase
13 12 (0.14%) Mesos
Vendors
1 1124 (13.45%) Google
2 972 (11.63%) Microsoft
3 847 (10.14%) Tableau
4 741 (8.87%) Oracle
5 407 (4.87%) Adobe
6 290 (3.47%) SAP
7 227 (2.72%) IBM
8 177 (2.12%) Cognos
9 145 (1.74%) VMware
10 143 (1.71%) Informatica
11 142 (1.70%) Splunk
12 139 (1.66%) Teradata
13 126 (1.51%) Salesforce.com
14 116 (1.39%) MicroStrategy
15 95 (1.14%) Talend
16 91 (1.09%) Facebook
17 84 (1.01%) Omniture
18 80 (0.96%) hybris
19 75 (0.90%) Cisco
20 64 (0.77%) Twitter
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 1 hour ago
London
Searchability
Salary: £50000 per annum
Posted: 1 hour ago
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 18 hours ago
West London
L'OREAL UK LTD
Posted: 57 minutes ago
Cambridge, Cambridgeshire
Searchability
Salary: £20000 - £35000 per annum
Posted: 1 hour ago
Ipswich, Suffolk
Searchability
Salary: £30000 - £40000 per annum
Posted: 1 hour ago
Bristol, Avon
Arnold Ash Ltd
Salary: From £80,000 to £100,000 per annum
Posted: 1 hour ago
Runcorn, Cheshire
Applause IT Innovation
Salary: £18000 - £25000 per annum + bens
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum
Posted: Yesterday
London
Digital Gurus
Posted: 1 hour ago
Burton-On-Trent, Staffordshire
Informatiq Consulting
Posted: 2 days ago
City, London
TEKsystems
Salary: £50000 - £65000 per annum + bonus, benefits and discount
Posted: 2 days ago
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26500.00 - £28000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Parallel Consulting
Salary: £35000 - £40000 per annum + Generous bonus and benefits package
Posted: 2 days ago
London
Venturi
Salary: £40000.00 - £60000.00 per annum + Bonus & Benefits
Posted: 2 days ago
Birkenhead, Merseyside
Net Recruit.co.uk Ltd
Salary: Up to £24,000
Posted: 2 days ago
City, London
TEKsystems
Salary: £30000 - £40000 per annum + bonus and benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £60000 per annum + Excellent benefits and bonus package
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 3 days ago
Edinburgh, Midlothian
Net Talent
Salary: £45000 - £55000 per annum
Posted: 2 days ago
London
Testing Circle Ltd
Salary: £35000 per annum + benefits
Posted: 3 days ago
London
Cititec
Salary: £105000 - £115000 per annum + Bonuses + Benefits
Posted: 2 days ago
Witney, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: From £30,000 to £45,000 per annum + Excellent Benefits
Posted: 3 days ago
Durham, County Durham
Sanderson
Salary: £30000.00 per annum
Posted: 2 days ago
Dursley, Gloucestershire
Claremont Consulting Ltd
Salary: From £36,000 to £45,000 per annum
Posted: 3 days ago
Gloucester, Gloucestershire
Proactive Appointments
Salary: £36000 - £45000 per annum + Brilliant Benefits
Posted: 3 days ago
City, London
AlixPartners
Salary: Negotiable
Posted: 2 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Up to £44,500 per annum
Posted: 3 days ago
City, London
Harvey Nash plc
Posted: 2 days ago
London
Parallel Consulting
Salary: £65000 - £70000 per annum + Outstanding Bonus and benefits
Posted: 4 days ago