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

Analytics
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 52 58 64
Rank change year-on-year +6 +6  
Permanent jobs citing Analytics 4781 4749 4904
As % of all permanent IT jobs advertised in the UK 5.43% 4.82% 4.42%
As % of the Processes & Methodologies category 6.06% 5.42% 5.02%
Number of salaries quoted 3526 3833 3685
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00%  
90% offered a salary of more than £33,500 £32,500 £31,000
10% offered a salary of more than £87,500 £87,500 £85,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

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 78925 87582 97637
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.02%
Number of salaries quoted 63638 73140 79819
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 £80,000 £75,000 £77,500
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 24 June 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 24 June 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 +7 4493 £55,000 - 734
London +5 2853 £62,500 +4.16% 425
South East -6 487 £47,500 -5.00% 75
North West +15 349 £45,000 +16.88% 61
Manchester +21 277 £48,000 +20.00% 41
City of London +8 275 £57,500 -6.50% 91
West Midlands +5 183 £41,500 +10.66% 33
Yorkshire +1 180 £50,000 +33.33% 48
Scotland +6 157 £40,000 -27.27% 34
Berkshire +13 152 £52,500 +10.52% 17
East of England -36 148 £48,750 +2.63% 35
South West -43 130 £47,500 - 26
West Yorkshire -4 125 £55,000 +37.50% 36
East Midlands +20 121 £42,500 +4.93% 22
Leeds -3 102 £55,000 +25.00% 31
Edinburgh +14 100 £43,000 -37.45% 21
Buckinghamshire +39 81 £50,000 +25.00% 7
Surrey -9 80 £47,500 +11.76% 27
Hampshire +16 68 £42,500 +11.84% 6
Birmingham +21 57 £43,750 +12.90% 11
Milton Keynes +17 50 £50,000 +42.85% 3
Glasgow -5 49 £35,000 -26.31% 12
Bristol -31 44 £50,000 +14.28% 11
Oxfordshire -38 43 £38,500 -40.76% 8
Reading +4 42 £50,000 - 7
Hertfordshire -39 42 £50,000 -9.09% 6
Cheshire -25 41 £40,000 +12.67% 10
Northamptonshire +10 39 £47,500 +34.75% 8
Nottinghamshire +3 39 £41,250 -25.00% 8
Bedfordshire +36 38 £43,750 -7.89% 9

For the 6 months to 24 June 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 3143 (34.51%) SQL
2 2830 (31.07%) Finance
3 2545 (27.95%) Agile Software Development
4 2143 (23.53%) Business Intelligence
5 2050 (22.51%) Data Analytics
6 1981 (21.75%) Analytical Skills
7 1929 (21.18%) Big Data
8 1808 (19.85%) Degree
9 1783 (19.58%) Python
10 1669 (18.33%) Marketing
11 1518 (16.67%) Java
12 1440 (15.81%) SQL Server
13 1420 (15.59%) JavaScript
14 1167 (12.81%) HTML
15 1134 (12.45%) Visualisation
16 1124 (12.34%) Microsoft
17 1105 (12.13%) Google
18 1082 (11.88%) Data Warehouse
19 1040 (11.42%) R
20 1027 (11.28%) Banking
21 978 (10.74%) Tableau
22 971 (10.66%) C#
23 969 (10.64%) Hadoop
24 968 (10.63%) CSS
25 910 (9.99%) .NET
26 907 (9.96%) Retail
27 899 (9.87%) Machine Learning
28 893 (9.81%) ETL
29 877 (9.63%) Mathematics
30 864 (9.49%) 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
1 836 (9.18%) SAS
2 675 (7.41%) Apache Spark
3 298 (3.27%) CMS
4 245 (2.69%) Apache
5 210 (2.31%) Elasticsearch
6 148 (1.63%) Apache Pig
7 147 (1.61%) SharePoint
8 111 (1.22%) WebSphere
9 101 (1.11%) Tomcat
10 93 (1.02%) Confluence
11 92 (1.01%) Apache Solr
11 92 (1.01%) WordPress
12 79 (0.87%) IIS
13 67 (0.74%) JBoss
14 55 (0.60%) Adobe Experience Manager
15 52 (0.57%) nginx
16 48 (0.53%) Oracle SOA Suite
17 43 (0.47%) Sitecore CMS
18 34 (0.37%) WebLogic
19 29 (0.32%) EPiServer
Applications
1 857 (9.41%) Microsoft Excel
2 293 (3.22%) SPSS
3 230 (2.53%) Microsoft Office
4 194 (2.13%) Microsoft PowerPoint
5 103 (1.13%) Photoshop
6 62 (0.68%) Adobe Illustrator
7 54 (0.59%) MS Visio
8 53 (0.58%) Spreadsheet
9 38 (0.42%) Adobe Creative Suite
10 31 (0.34%) Microsoft Project
11 17 (0.19%) InVision
11 17 (0.19%) OmniGraffle
12 16 (0.18%) InDesign
12 16 (0.18%) SPSS Modeler
13 7 (0.077%) EViews
13 7 (0.077%) Stata
13 7 (0.077%) Weka
14 5 (0.055%) GIMP
15 4 (0.044%) Gephi
16 3 (0.033%) S-PLUS
Business Applications
1 69 (0.76%) Dynamics CRM
1 69 (0.76%) SAP Oil and Gas
2 57 (0.63%) WebTrends
3 53 (0.58%) Adobe Campaign
4 42 (0.46%) Eloqua
5 37 (0.41%) Actimize
5 37 (0.41%) Magento
6 34 (0.37%) Oracle ERP
7 33 (0.36%) Dynamics AX
8 31 (0.34%) Dynamics NAV
9 22 (0.24%) Oracle EBS
10 21 (0.23%) Cognos TM1
10 21 (0.23%) Oracle EBS R12
11 20 (0.22%) SAP ERP
11 20 (0.22%) SAP InfiniteInsight
12 18 (0.20%) SessionCam
13 16 (0.18%) FastStats
13 16 (0.18%) Maximo
13 16 (0.18%) Oracle Payables
14 15 (0.16%) Oracle 11i
Cloud Services
1 840 (9.22%) Google Analytics
2 786 (8.63%) Amazon AWS
3 593 (6.51%) Microsoft Azure
4 349 (3.83%) SaaS
5 230 (2.53%) Adobe Analytics
6 168 (1.84%) Google Cloud Platform
7 141 (1.55%) Cloud Computing
8 134 (1.47%) PaaS
9 111 (1.22%) AdWords
10 91 (1.00%) IaaS
11 86 (0.94%) GitHub
12 81 (0.89%) Azure Machine Learning
13 64 (0.70%) Google Tag Manager
14 60 (0.66%) Amazon EC2
14 60 (0.66%) Amazon EMR
15 48 (0.53%) Amazon S3
15 48 (0.53%) Office 365
16 37 (0.41%) Amazon Kinesis
17 35 (0.38%) Google Play
18 19 (0.21%) Azure Data Factory
Communications & Networking
1 212 (2.33%) Internet
2 168 (1.84%) Firewall
3 111 (1.22%) HTTP
4 102 (1.12%) TCP/IP
5 95 (1.04%) Network Security
6 71 (0.78%) DNS
7 55 (0.60%) VPN
8 49 (0.54%) WAN
9 44 (0.48%) LAN
10 41 (0.45%) SSL
11 38 (0.42%) Intrusion Detection
12 37 (0.41%) DHCP
13 33 (0.36%) BGP
13 33 (0.36%) IPsec
14 30 (0.33%) Wireless
15 28 (0.31%) Cisco ASA
16 26 (0.29%) OSPF
17 22 (0.24%) SNMP
18 21 (0.23%) HTTPS
18 21 (0.23%) Intranet
Database & Business Intelligence
1 1929 (21.18%) Big Data
2 1440 (15.81%) SQL Server
3 1082 (11.88%) Data Warehouse
4 969 (10.64%) Hadoop
5 578 (6.35%) NoSQL
6 566 (6.21%) SQL Server Integration Services
7 521 (5.72%) Relational Database
8 510 (5.60%) SQL Server Reporting Services
9 497 (5.46%) QlikView
10 404 (4.44%) MySQL
11 395 (4.34%) Power BI
12 383 (4.21%) Data Mining
13 365 (4.01%) MongoDB
14 339 (3.72%) Apache Hive
15 337 (3.70%) SQL Server Analysis Services
16 331 (3.63%) BusinessObjects
17 237 (2.60%) PostgreSQL
18 229 (2.51%) Apache Cassandra
19 202 (2.22%) RDBMS
20 159 (1.75%) Amazon Redshift
Development Applications
1 468 (5.14%) Git (software)
2 344 (3.78%) JIRA
3 229 (2.51%) Jenkins
4 157 (1.72%) Selenium
5 130 (1.43%) Subversion
6 119 (1.31%) Team Foundation Server
7 103 (1.13%) gulp
8 101 (1.11%) Maven
9 100 (1.10%) Talend Open Studio
10 92 (1.01%) Visual Studio
11 85 (0.93%) Cucumber
12 75 (0.82%) JUnit
13 73 (0.80%) TeamCity
14 72 (0.79%) Grunt
15 63 (0.69%) Axure RP
16 57 (0.63%) Karma Test Runner
17 54 (0.59%) Mockito
18 53 (0.58%) Eclipse
19 50 (0.55%) Sonatype Nexus
20 47 (0.52%) Mocha
General
1 2830 (31.07%) Finance
2 1669 (18.33%) Marketing
3 1027 (11.28%) Banking
4 907 (9.96%) Retail
5 548 (6.02%) Investment Banking
6 306 (3.36%) Front Office
7 278 (3.05%) Advertising
8 272 (2.99%) Telecoms
9 248 (2.72%) Games
10 207 (2.27%) Retail Banking
11 184 (2.02%) Legal
12 181 (1.99%) Publishing
13 171 (1.88%) Manufacturing
14 96 (1.05%) Financial Institution
15 92 (1.01%) Electronics
16 87 (0.96%) Pharmaceutical
17 79 (0.87%) Law
18 68 (0.75%) Back Office
19 55 (0.60%) Automotive
20 52 (0.57%) French Language
Job Titles
1 2245 (24.65%) Developer
2 1735 (19.05%) Analyst
3 682 (7.49%) Consultant
4 583 (6.40%) Architect
5 526 (5.78%) Data Scientist
6 446 (4.90%) Data Analyst
7 439 (4.82%) C# Developer
8 363 (3.99%) Analytics Manager
9 314 (3.45%) Senior Developer
10 311 (3.41%) Java Developer
11 310 (3.40%) Business Analyst
12 258 (2.83%) Business Intelligence Analyst
13 257 (2.82%) Business Intelligence Developer
13 257 (2.82%) Data Architect
14 256 (2.81%) Senior Analyst
15 230 (2.53%) SQL Analyst
16 225 (2.47%) Data Engineer
17 213 (2.34%) SQL Developer
18 203 (2.23%) Project Manager
19 202 (2.22%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 1167 (12.81%) HTML
2 968 (10.63%) CSS
3 910 (9.99%) .NET
4 682 (7.49%) AngularJS
5 544 (5.97%) Web Services
6 494 (5.42%) HTML5
7 404 (4.44%) Node.js
8 367 (4.03%) XML
9 362 (3.97%) jQuery
10 350 (3.84%) RESTful
11 278 (3.05%) CSS3
12 277 (3.04%) ASP.NET
13 276 (3.03%) REST
14 251 (2.76%) JSON
15 227 (2.49%) Spring
16 220 (2.42%) .NET Framework
17 218 (2.39%) React
18 209 (2.29%) Kafka
19 166 (1.82%) SOAP
20 150 (1.65%) Sass
Miscellaneous
1 1981 (21.75%) Analytical Skills
2 864 (9.49%) Computer Science
3 855 (9.39%) User Experience
4 416 (4.57%) Algorithms
5 380 (4.17%) Management Information System
6 343 (3.77%) Social Media
7 292 (3.21%) Fintech
8 273 (3.00%) Greenfield Project
9 245 (2.69%) Mobile App
10 217 (2.38%) Foreign Exchange (FX)
11 198 (2.17%) Enterprise Software
12 180 (1.98%) Derivative
13 179 (1.97%) Data Structures
14 166 (1.82%) Credit Risk
15 163 (1.79%) Fixed Income
16 129 (1.42%) Equities
17 103 (1.13%) Data Centre
18 95 (1.04%) Hedge funds
19 72 (0.79%) Blog
20 68 (0.75%) FMCG
Operating Systems
1 829 (9.10%) Linux
2 508 (5.58%) Windows
3 378 (4.15%) Unix
4 191 (2.10%) Android
5 140 (1.54%) Apple iOS
6 135 (1.48%) Windows Server
7 54 (0.59%) Windows Server 2012
8 51 (0.56%) Windows Server 2008
9 48 (0.53%) CentOS
10 42 (0.46%) Windows 10
11 36 (0.40%) Windows 7
12 27 (0.30%) Ubuntu
13 26 (0.29%) Red Hat Enterprise Linux
14 17 (0.19%) Mac OS X
15 16 (0.18%) Kali Linux
16 15 (0.16%) AIX
17 14 (0.15%) Mac OS
17 14 (0.15%) Windows Server 2003
18 13 (0.14%) Windows Mobile
19 12 (0.13%) Solaris
Processes & Methodologies
1 2545 (27.95%) Agile Software Development
2 2143 (23.53%) Business Intelligence
3 2050 (22.51%) Data Analytics
4 1134 (12.45%) Visualisation
5 899 (9.87%) Machine Learning
6 893 (9.81%) ETL
7 877 (9.63%) Mathematics
8 798 (8.76%) E-Commerce
9 796 (8.74%) Data Modelling
10 784 (8.61%) Scrum
11 733 (8.05%) Data Analysis
12 673 (7.39%) Data Visualisation
13 653 (7.17%) Stakeholder Management
14 642 (7.05%) Software Engineering
15 630 (6.92%) Project Management
16 590 (6.48%) Data Management
16 590 (6.48%) TDD
17 567 (6.23%) Statistics
18 542 (5.95%) CRM
19 530 (5.82%) Digital Marketing
Programming Languages
1 3143 (34.51%) SQL
2 1783 (19.58%) Python
3 1518 (16.67%) Java
4 1420 (15.59%) JavaScript
5 1040 (11.42%) R
6 971 (10.66%) C#
7 484 (5.31%) Scala
8 454 (4.99%) C++
9 341 (3.74%) T-SQL
10 308 (3.38%) PHP
11 302 (3.32%) VBA
12 296 (3.25%) C
13 180 (1.98%) MATLAB
14 157 (1.72%) Perl
15 143 (1.57%) PL/SQL
16 142 (1.56%) Ruby
17 127 (1.39%) Shell Script
18 123 (1.35%) Bash Shell
19 103 (1.13%) PowerShell
20 88 (0.97%) TypeScript
Qualifications
1 1808 (19.85%) Degree
2 317 (3.48%) Computer Science Degree
3 301 (3.31%) PhD
4 255 (2.80%) Numerate Degree
5 211 (2.32%) Security Cleared
6 151 (1.66%) Master's Degree
7 120 (1.32%) SC Cleared
8 110 (1.21%) CISSP
9 85 (0.93%) DV Cleared
10 72 (0.79%) Microsoft Certification
11 64 (0.70%) CISM
12 61 (0.67%) GIAC
13 56 (0.61%) CISA
14 55 (0.60%) ISEB
15 53 (0.58%) Cisco Certification
16 45 (0.49%) PMI Certification
17 37 (0.41%) CCNA
18 33 (0.36%) GSEC
19 32 (0.35%) MCSE
19 32 (0.35%) SANS
Quality Assurance & Compliance
1 424 (4.66%) Data Quality
2 383 (4.21%) QA
3 68 (0.75%) ISO/IEC 27001
3 68 (0.75%) SLA
4 48 (0.53%) PMO
5 46 (0.51%) PCI DSS
6 41 (0.45%) GDPR
7 23 (0.25%) Basel III
8 19 (0.21%) Actionable Recommendations
9 14 (0.15%) WCAG
10 13 (0.14%) IFRS
10 13 (0.14%) MiFID
10 13 (0.14%) Sarbanes-Oxley
11 12 (0.13%) IFRS 9
11 12 (0.13%) ISO/IEC 20000
12 11 (0.12%) ISO 14001
12 11 (0.12%) ISO 9001
13 10 (0.11%) GCP
14 9 (0.099%) Solvency II
15 8 (0.088%) GPG13
System Software
1 214 (2.35%) Docker
2 153 (1.68%) Active Directory
3 98 (1.08%) VMware Infrastructure
4 86 (0.94%) HDFS
5 59 (0.65%) Apache Flume
6 58 (0.64%) Hyper-V
7 27 (0.30%) Virtual Machines
8 26 (0.29%) Snort
9 18 (0.20%) Oracle RAC
10 17 (0.19%) Apache ZooKeeper
10 17 (0.19%) Firmware
11 16 (0.18%) XenApp
12 14 (0.15%) VMware ESXi
13 13 (0.14%) ProxySG
14 9 (0.099%) Samba
15 7 (0.077%) Slurm Workload Manager
16 6 (0.066%) vSphere
17 5 (0.055%) DFS Replication
17 5 (0.055%) XenDesktop
17 5 (0.055%) XenServer
Systems Management
1 142 (1.56%) Puppet
2 126 (1.38%) Ansible
3 101 (1.11%) Opscode Chef
4 47 (0.52%) Kibana
4 47 (0.52%) SCCM
5 39 (0.43%) Oozie
6 37 (0.41%) Kubernetes
7 30 (0.33%) Terraform
8 29 (0.32%) logstash
9 28 (0.31%) Nessus
9 28 (0.31%) Nexpose
10 23 (0.25%) Nagios
11 22 (0.24%) QRadar
12 21 (0.23%) Grafana
13 19 (0.21%) WSUS
14 16 (0.18%) Ambari
14 16 (0.18%) McAfee ePO
14 16 (0.18%) Piwik
14 16 (0.18%) RSA Security Analytics
15 15 (0.16%) EnCase
Vendors
1 1124 (12.34%) Microsoft
2 1105 (12.13%) Google
3 978 (10.74%) Tableau
4 857 (9.41%) Oracle
5 404 (4.44%) Adobe
6 400 (4.39%) SAP
7 219 (2.40%) IBM
8 161 (1.77%) Cognos
8 161 (1.77%) Informatica
9 142 (1.56%) Salesforce.com
9 142 (1.56%) Splunk
10 135 (1.48%) VMware
11 116 (1.27%) MicroStrategy
12 114 (1.25%) Cisco
13 113 (1.24%) Teradata
14 108 (1.19%) Alteryx
15 105 (1.15%) Facebook
16 100 (1.10%) Talend
17 99 (1.09%) Cloudera
18 89 (0.98%) Cognizant
London
Venturi
Salary: £45000.00 - £60000.00 per annum + 10% Bonus & Benefits
Posted: 3 hours ago
London
Venturi
Salary: £550000.00 - £750000.00 per annum + Bonus & Benefits
Posted: 3 hours ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 3 hours ago
Colchester, Essex
Bristow Holland
Salary: From £50,000 to £55,000 per annum plus benefits
Posted: Yesterday
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: Yesterday
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 4 hours ago
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: Yesterday
London
Venturi
Salary: £50000 - £60000 per annum + Bonus & Benefits
Posted: 4 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 12 hours ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: Yesterday
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Oxfordshire
Oscar
Salary: £25000 - £35000 per annum + Benefits
Posted: Yesterday
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
London
Mortimer Spinks
Salary: £65000 - £80000 per annum
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £110000 per annum + 20% bonus & full bens
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: Yesterday
West London
Franklin Bates
Salary: From £35,000 to £65,000 per annum
Posted: Yesterday
West London
AB Recruit
Salary: £30000 - £35000 Per Annum
Posted: Yesterday
London
Charlotte James Associates
Salary: £45000 - £55000 per annum + Bonus & benefits
Posted: 3 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: Yesterday
Watford, Hertfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: 2 days ago
London
FPSG Connect
Salary: Benefits
Posted: 2 days ago
Nuneaton, Warwickshire
Opilio Recruitment
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 8 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: Yesterday
London
Boston Hale
Salary: £38000.00 - £42000.00 per annum + Benefits
Posted: Yesterday
London
Ashdown IT
Salary: £35000 - £45000 per annum + bonus and benefits
Posted: Yesterday