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

Analytics
UK
3 months to
27 Apr 2017
Same period 2016 Same period 2015
Rank 58 60 68
Rank change year-on-year +2 +8  
Permanent jobs citing Analytics 4372 4960 4408
As % of all permanent IT jobs advertised in the UK 5.08% 4.78% 3.98%
As % of the Processes & Methodologies category 5.69% 5.39% 4.57%
Number of salaries quoted 3376 3939 3398
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 £85,400 £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 76853 92098 96421
As % of all permanent IT job vacancies advertised in the UK 89.34% 88.76% 87.11%
Number of salaries quoted 63221 76512 77821
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 27 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 27 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 +2 4105 £55,000 - 645
London +7 2659 £62,500 +4.16% 367
South East +11 478 £50,000 - 79
City of London -6 269 £62,500 +4.16% 92
North West -26 197 £40,000 -11.11% 42
Yorkshire +2 181 £45,000 +12.50% 30
East of England -6 171 £52,500 +10.52% 20
Berkshire +12 153 £54,000 +1.40% 12
Scotland +27 148 £45,000 -21.73% 24
South West -17 143 £43,000 -9.47% 33
Manchester -24 139 £45,000 - 30
East Midlands +19 131 £43,000 +7.50% 29
West Yorkshire -16 118 £45,000 +12.50% 22
West Midlands -19 103 £40,000 -5.88% 34
Surrey +37 94 £55,000 +11.11% 27
Edinburgh +20 93 £48,000 -16.52% 20
Leeds -14 90 £44,000 -11.11% 17
Oxfordshire +9 73 £40,000 -38.46% 10
Buckinghamshire -11 59 £55,000 +57.14% 6
Bedfordshire +56 53 £80,000 +60.00% 4
Reading -12 48 £50,000 -1.18% 5
Luton +43 47 £80,000 +23.07% 3
Hampshire +2 47 £36,000 -20.00% 5
Oxford +13 45 £35,000 -48.14% 5
Glasgow +16 44 £32,000 -36.00% 3
Hertfordshire +2 44 £55,000 +10.00% 5
Somerset +8 42 £45,000 -2.17% 5
Bristol -7 41 £40,000 -5.88% 12
Northamptonshire -2 39 £45,000 +28.57% 7
Nottinghamshire +20 38 £42,500 -5.55% 13

For the 6 months to 27 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 2820 (33.61%) SQL
2 2350 (28.01%) Finance
3 2170 (25.86%) Agile Software Development
4 1979 (23.59%) Business Intelligence
5 1783 (21.25%) Big Data
6 1767 (21.06%) Data Analytics
7 1755 (20.92%) Analytical Skills
8 1748 (20.83%) Degree
9 1643 (19.58%) Marketing
10 1561 (18.61%) Python
11 1376 (16.40%) Java
12 1348 (16.07%) SQL Server
13 1309 (15.60%) JavaScript
14 1128 (13.44%) HTML
15 1077 (12.84%) Google
16 1051 (12.53%) Visualisation
17 996 (11.87%) Microsoft
18 954 (11.37%) Data Warehouse
19 942 (11.23%) CSS
20 897 (10.69%) R
21 891 (10.62%) C#
22 878 (10.46%) Hadoop
23 869 (10.36%) Tableau
24 849 (10.12%) .NET
25 847 (10.10%) ETL
26 841 (10.02%) Mathematics
27 840 (10.01%) E-Commerce
28 837 (9.98%) Google Analytics
29 817 (9.74%) Banking
30 785 (9.36%) 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
1 784 (9.34%) SAS
2 597 (7.12%) Apache Spark
3 318 (3.79%) CMS
4 222 (2.65%) Apache
5 219 (2.61%) Elasticsearch
6 179 (2.13%) Apache Pig
7 144 (1.72%) SharePoint
8 109 (1.30%) WebSphere
9 91 (1.08%) IIS
10 81 (0.97%) Confluence
11 79 (0.94%) Tomcat
12 75 (0.89%) Adobe Experience Manager
12 75 (0.89%) WordPress
13 69 (0.82%) Apache Solr
14 57 (0.68%) nginx
15 50 (0.60%) JBoss
16 35 (0.42%) Sitecore CMS
17 31 (0.37%) WebLogic
18 30 (0.36%) Jetty
19 26 (0.31%) OpenStack
Applications
1 740 (8.82%) Microsoft Excel
2 255 (3.04%) SPSS
3 215 (2.56%) Microsoft Office
4 158 (1.88%) Microsoft PowerPoint
5 122 (1.45%) Photoshop
6 64 (0.76%) Adobe Illustrator
7 57 (0.68%) MS Visio
8 43 (0.51%) Adobe Creative Suite
9 38 (0.45%) Spreadsheet
10 34 (0.41%) 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 (0.072%) Adobe Captivate
17 5 (0.060%) Weka
18 4 (0.048%) Fireworks
19 3 (0.036%) S-PLUS
Business Applications
1 64 (0.76%) Dynamics CRM
2 60 (0.72%) WebTrends
3 56 (0.67%) Adobe Campaign
4 35 (0.42%) Magento
5 33 (0.39%) Cognos Business Intelligence
6 29 (0.35%) Oracle ERP
7 28 (0.33%) Dynamics AX
8 27 (0.32%) Oracle EBS
9 26 (0.31%) SAP Oil and Gas
10 23 (0.27%) 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
15 15 (0.18%) Oracle Applications
15 15 (0.18%) Oracle Payables
15 15 (0.18%) SAP CRM
15 15 (0.18%) SAP InfiniteInsight
Cloud Services
1 837 (9.98%) Google Analytics
2 633 (7.54%) Amazon AWS
3 449 (5.35%) Microsoft Azure
4 309 (3.68%) SaaS
5 207 (2.47%) Adobe Analytics
6 137 (1.63%) Cloud Computing
7 133 (1.59%) AdWords
8 128 (1.53%) Google Cloud Platform
9 108 (1.29%) PaaS
10 85 (1.01%) IaaS
11 68 (0.81%) GitHub
12 67 (0.80%) Amazon EC2
13 57 (0.68%) Amazon S3
14 54 (0.64%) Google Tag Manager
15 42 (0.50%) Office 365
16 37 (0.44%) Azure Machine Learning
17 35 (0.42%) Amazon Kinesis
18 27 (0.32%) Google Play
19 25 (0.30%) Amazon EMR
20 22 (0.26%) MailChimp
Communications & Networking
1 241 (2.87%) Internet
2 144 (1.72%) Firewall
3 90 (1.07%) TCP/IP
4 84 (1.00%) HTTP
5 69 (0.82%) Network Security
6 48 (0.57%) Intrusion Detection
7 41 (0.49%) VPN
7 41 (0.49%) WAN
8 40 (0.48%) LAN
9 38 (0.45%) DNS
9 38 (0.45%) Wireless
10 36 (0.43%) SSL
11 29 (0.35%) HTTPS
12 25 (0.30%) Skype
13 24 (0.29%) DHCP
14 20 (0.24%) SAN
15 19 (0.23%) SNMP
16 18 (0.21%) Cisco ASA
17 17 (0.20%) Broadband
17 17 (0.20%) Intranet
Database & Business Intelligence
1 1783 (21.25%) Big Data
2 1348 (16.07%) SQL Server
3 954 (11.37%) Data Warehouse
4 878 (10.46%) Hadoop
5 566 (6.75%) SQL Server Integration Services
6 533 (6.35%) Relational Database
7 499 (5.95%) SQL Server Reporting Services
8 495 (5.90%) QlikView
9 480 (5.72%) NoSQL
10 424 (5.05%) MySQL
11 366 (4.36%) Power BI
12 359 (4.28%) MongoDB
13 355 (4.23%) SQL Server Analysis Services
14 326 (3.89%) Data Mining
15 320 (3.81%) Apache Hive
16 291 (3.47%) BusinessObjects
17 227 (2.71%) RDBMS
18 191 (2.28%) PostgreSQL
19 184 (2.19%) Apache Cassandra
20 130 (1.55%) Amazon Redshift
Development Applications
1 408 (4.86%) Git (software)
2 291 (3.47%) JIRA
3 173 (2.06%) Jenkins
4 149 (1.78%) Subversion
5 118 (1.41%) Selenium
6 98 (1.17%) Talend Open Studio
7 96 (1.14%) Team Foundation Server
8 77 (0.92%) Visual Studio
9 73 (0.87%) Axure RP
10 66 (0.79%) TeamCity
11 63 (0.75%) Maven
12 62 (0.74%) gulp
13 54 (0.64%) JUnit
14 52 (0.62%) Cucumber
14 52 (0.62%) Grunt
15 49 (0.58%) Karma Test Runner
16 43 (0.51%) Ant
17 39 (0.46%) Eclipse
18 34 (0.41%) Jasmine
19 32 (0.38%) Mocha
General
1 2350 (28.01%) Finance
2 1643 (19.58%) Marketing
3 817 (9.74%) Banking
4 740 (8.82%) Retail
5 356 (4.24%) Investment Banking
6 288 (3.43%) Advertising
7 253 (3.02%) Games
8 228 (2.72%) Telecoms
9 210 (2.50%) Legal
10 208 (2.48%) Front Office
11 168 (2.00%) Publishing
12 129 (1.54%) Manufacturing
13 85 (1.01%) Pharmaceutical
14 79 (0.94%) Financial Institution
15 67 (0.80%) Military
16 61 (0.73%) Back Office
17 59 (0.70%) Law
18 58 (0.69%) Electronics
19 56 (0.67%) German Language
20 54 (0.64%) French Language
Job Titles
1 1980 (23.60%) Developer
2 1623 (19.34%) Analyst
3 639 (7.62%) Architect
4 610 (7.27%) Consultant
5 435 (5.18%) Data Scientist
6 429 (5.11%) C# Developer
7 380 (4.53%) Data Analyst
8 309 (3.68%) Analytics Manager
9 299 (3.56%) Senior Developer
10 279 (3.33%) Java Developer
11 275 (3.28%) Data Architect
12 268 (3.19%) Business Analyst
13 252 (3.00%) Business Intelligence Analyst
14 242 (2.88%) Senior Analyst
15 232 (2.77%) Business Intelligence Developer
16 226 (2.69%) Data Engineer
17 199 (2.37%) SQL Developer
18 189 (2.25%) SQL Analyst
19 179 (2.13%) JavaScript Developer
20 175 (2.09%) Project Manager
Libraries, Frameworks & Software Standards
1 1128 (13.44%) HTML
2 942 (11.23%) CSS
3 849 (10.12%) .NET
4 577 (6.88%) AngularJS
5 542 (6.46%) Web Services
6 511 (6.09%) HTML5
7 386 (4.60%) XML
8 365 (4.35%) jQuery
9 360 (4.29%) Node.js
10 319 (3.80%) RESTful
11 307 (3.66%) CSS3
12 255 (3.04%) ASP.NET
13 246 (2.93%) REST
14 232 (2.77%) JSON
15 214 (2.55%) Spring
16 200 (2.38%) .NET Framework
17 165 (1.97%) SOAP
18 158 (1.88%) React
19 157 (1.87%) Kafka
20 139 (1.66%) Middleware
Miscellaneous
1 1755 (20.92%) Analytical Skills
2 785 (9.36%) Computer Science
3 725 (8.64%) User Experience
4 389 (4.64%) Social Media
5 370 (4.41%) Algorithms
6 325 (3.87%) Management Information System
7 248 (2.96%) Greenfield Project
8 245 (2.92%) Fintech
9 219 (2.61%) Mobile App
10 212 (2.53%) Credit Risk
11 179 (2.13%) Enterprise Software
12 153 (1.82%) Fixed Income
13 142 (1.69%) Data Structures
14 110 (1.31%) Foreign Exchange (FX)
15 109 (1.30%) Derivative
16 88 (1.05%) Hedge funds
17 84 (1.00%) Data Centre
18 81 (0.97%) Digital Media
19 77 (0.92%) Internet of Things
20 74 (0.88%) Equities
Operating Systems
1 784 (9.34%) Linux
2 474 (5.65%) Windows
3 278 (3.31%) Unix
4 148 (1.76%) Windows Server
5 146 (1.74%) Android
6 108 (1.29%) Apple iOS
7 69 (0.82%) Windows Server 2012
8 59 (0.70%) CentOS
9 56 (0.67%) Windows Server 2008
10 37 (0.44%) Windows 10
11 29 (0.35%) Windows 7
12 28 (0.33%) Ubuntu
13 21 (0.25%) Red Hat Enterprise Linux
14 14 (0.17%) Mac OS X
15 11 (0.13%) Solaris
15 11 (0.13%) Windows Mobile
15 11 (0.13%) Windows Server 2003
16 10 (0.12%) AIX
17 9 (0.11%) Windows Phone
18 8 (0.095%) Windows Phone 8
Processes & Methodologies
1 2170 (25.86%) Agile Software Development
2 1979 (23.59%) Business Intelligence
3 1767 (21.06%) Data Analytics
4 1051 (12.53%) Visualisation
5 847 (10.10%) ETL
6 841 (10.02%) Mathematics
7 840 (10.01%) E-Commerce
8 764 (9.11%) Machine Learning
9 730 (8.70%) Scrum
10 649 (7.74%) Data Modelling
11 609 (7.26%) Web Analytics
12 607 (7.23%) Data Analysis
13 605 (7.21%) Data Visualisation
14 593 (7.07%) Software Engineering
14 593 (7.07%) Stakeholder Management
14 593 (7.07%) TDD
15 537 (6.40%) Project Management
16 523 (6.23%) Data Management
17 521 (6.21%) Statistics
18 516 (6.15%) SEO
Programming Languages
1 2820 (33.61%) SQL
2 1561 (18.61%) Python
3 1376 (16.40%) Java
4 1309 (15.60%) JavaScript
5 897 (10.69%) R
6 891 (10.62%) C#
7 402 (4.79%) Scala
8 376 (4.48%) C++
9 339 (4.04%) T-SQL
10 331 (3.95%) PHP
11 296 (3.53%) C
12 269 (3.21%) VBA
13 215 (2.56%) Ruby
14 177 (2.11%) Perl
15 162 (1.93%) MATLAB
16 106 (1.26%) Shell Script
17 100 (1.19%) TypeScript
18 93 (1.11%) PL/SQL
19 80 (0.95%) Bash Shell
20 79 (0.94%) PowerShell
Qualifications
1 1748 (20.83%) Degree
2 283 (3.37%) PhD
3 149 (1.78%) Security Cleared
4 128 (1.53%) CISSP
5 67 (0.80%) Microsoft Certification
6 63 (0.75%) SC Cleared
7 61 (0.73%) DV Cleared
8 56 (0.67%) CISM
9 55 (0.66%) ISEB
10 49 (0.58%) GCIA
11 45 (0.54%) PMI Certification
12 44 (0.52%) Cisco Certification
13 42 (0.50%) 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
17 31 (0.37%) MBA
17 31 (0.37%) PMP
Quality Assurance & Compliance
1 376 (4.48%) QA
2 351 (4.18%) Data Quality
3 77 (0.92%) ISO/IEC 27001
4 76 (0.91%) SLA
5 44 (0.52%) 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%) COBIT
10 17 (0.20%) ISO 9001
11 15 (0.18%) IFRS
12 14 (0.17%) Actionable Recommendations
12 14 (0.17%) ISO 14001
12 14 (0.17%) MiFID
13 13 (0.15%) IFRS 9
14 10 (0.12%) Sarbanes-Oxley
14 10 (0.12%) Solvency II
15 8 (0.095%) Dodd-Frank
15 8 (0.095%) GCP
System Software
1 176 (2.10%) Docker
2 159 (1.90%) Active Directory
3 120 (1.43%) VMware Infrastructure
4 75 (0.89%) Hyper-V
5 70 (0.83%) HDFS
6 49 (0.58%) Apache Flume
7 24 (0.29%) Virtual Machines
8 19 (0.23%) XenApp
9 17 (0.20%) Snort
10 16 (0.19%) Firmware
11 12 (0.14%) Apache ZooKeeper
12 11 (0.13%) Oracle RAC
13 7 (0.083%) ProxySG
14 6 (0.072%) Slurm Workload Manager
14 6 (0.072%) XenDesktop
14 6 (0.072%) XenServer
15 5 (0.060%) DFS Replication
15 5 (0.060%) Terminal Services
15 5 (0.060%) VirtualBox
15 5 (0.060%) vSphere
Systems Management
1 121 (1.44%) Puppet
2 117 (1.39%) Opscode Chef
3 115 (1.37%) Ansible
4 40 (0.48%) Kibana
5 39 (0.46%) Grafana
6 35 (0.42%) Oozie
7 34 (0.41%) SCCM
8 31 (0.37%) Kubernetes
9 28 (0.33%) Nagios
10 24 (0.29%) 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%) Mesos
16 9 (0.11%) Nexpose
Vendors
1 1077 (12.84%) Google
2 996 (11.87%) Microsoft
3 869 (10.36%) Tableau
4 734 (8.75%) Oracle
5 402 (4.79%) Adobe
6 314 (3.74%) SAP
7 206 (2.46%) IBM
8 177 (2.11%) Cognos
9 148 (1.76%) Informatica
10 138 (1.64%) VMware
11 131 (1.56%) Salesforce.com
11 131 (1.56%) Teradata
12 119 (1.42%) MicroStrategy
12 119 (1.42%) Splunk
13 99 (1.18%) Facebook
14 98 (1.17%) Talend
15 88 (1.05%) hybris
16 79 (0.94%) Cisco
17 78 (0.93%) Alteryx
18 75 (0.89%) Omniture
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 35 minutes ago
London
Lawrence Harvey
Salary: £65000.00 - £70000.00 per annum + bonus + benefits
Posted: 49 minutes ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 7 hours ago
London
ReThink Recruitment
Posted: 8 hours ago
South West London
Parallel Consulting
Salary: £37500 - £45000 per annum + Generous bonus and benefits package
Posted: 32 minutes ago
London
Oliver Bernard
Salary: £60000 - £70000 per annum + bonus and great benefits
Posted: 1 hour ago
Derby, Derbyshire
Erin Associates
Salary: £44000 - £45000 per annum + Benefits
Posted: 1 hour ago
Belfast, County Antrim
Evolution Recruitment Solutions
Salary: 52,000-62,000 + Benefits
Posted: 3 hours ago
London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: 8 hours ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 1 hour ago
London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + bonus + benefits
Posted: 7 hours ago
South East
Redrock Consulting Ltd
Salary: £45000 - £65000 per annum + Pension, Flexi hours
Posted: 6 hours ago
Nottingham, Nottinghamshire
Oscar
Salary: £65000 - £80000 per annum
Posted: 9 hours ago
Hove, East Sussex
HFG
Salary: £30000 - £45000 per annum, Benefits Exceptional Benefits
Posted: 3 hours ago
Cheshire
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
Bristol, Avon
McGregor Boyall
Salary: £40000 - £55000 per annum + Package
Posted: 7 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £44000.00 per annum
Posted: 32 minutes ago
Warwick, Warwickshire
Recruit 4 Talent
Salary: £25000 - £30000 Per Annum £25,000 - £30,000 DOE + Benefits
Posted: 6 hours ago
South East London
Zoopla Property Group Plc
Posted: 2 hours ago
Newcastle Upon Tyne, Tyne and Wear
Networking People
Salary: £40000 - £45000 per annum + benefits
Posted: 7 hours ago
East London
Lorien Resourcing
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 3 hours ago
Bath, Avon
Resource Group
Salary: £40000 - £50000 per annum, Benefits Benefits & Pension
Posted: 8 hours ago
London
Morgan Mckinley
Salary: £30000 - £40000 per annum
Posted: 7 hours ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: Yesterday
Central London / West End
Talent Chimp
Salary: From £45,000 to £55,000 per annum
Posted: Yesterday
Bracknell, Berkshire
Asset Resourcing Ltd
Salary: £55000 - £65000 per annum + car + full benefits
Posted: 6 hours ago
London
ISL
Salary: £55000.00 - £60000.00 per annum + genersous benefits package
Posted: 3 hours ago
London
Harvey Nash plc
Salary: £20000 - £25000 per annum
Posted: Yesterday
Edinburgh, Midlothian
Parallel Consulting
Salary: £37500 - £46500 per annum
Posted: Yesterday
City, London
Lorien Resourcing
Salary: £85000 - £100000 per annum + bonus + benefits + car allowance
Posted: 8 hours ago