The following table provides summary statistics for permanent job vacancies advertised in England 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 23 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
UK / England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 50 58 63
Rank change year-on-year +8 +5  
Permanent jobs citing Analytics 4539 4449 4647
As % of all permanent IT jobs advertised in England 5.42% 4.82% 4.47%
As % of the Processes & Methodologies category 6.04% 5.41% 5.08%
Number of salaries quoted 3363 3664 3541
Median salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00%  
90% offered a salary of more than £34,400 £32,500 £31,000
10% offered a salary of more than £87,500 £90,000 £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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 75125 82244 91401
As % of all permanent IT job vacancies advertised in England 89.68% 89.02% 87.91%
Number of salaries quoted 60990 69535 75555
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £31,523
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 in England

The job posting trend of jobs advertised in England 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 England

Analytics
Salary Trend in England

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

Salary trend for Analytics in England

Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Analytics in England over the 3 months to 23 June 2017.

Salary histogram for Analytics in England

Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the England region over the 3 months to 23 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
London +5 2884 £62,625 +4.37% 421
South East -7 490 £47,500 -8.65% 75
North West +10 352 £45,000 +14.64% 61
West Midlands +3 184 £41,500 +10.66% 33
Yorkshire +5 183 £50,000 +33.33% 48
East of England -39 151 £48,750 +2.63% 35
South West -39 130 £47,500 - 26
East Midlands +19 123 £42,500 +4.93% 23
North East +29 25 £41,250 -19.83% 7
Midlands +15 14 £60,000 +20.00% 56
Analytics
UK

For the 6 months to 23 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 across the England region with a requirement for Analytics.

1 2940 (34.28%) SQL
2 2656 (30.97%) Finance
3 2397 (27.95%) Agile Software Development
4 1994 (23.25%) Business Intelligence
5 1925 (22.44%) Data Analytics
6 1849 (21.56%) Analytical Skills
7 1794 (20.92%) Big Data
8 1705 (19.88%) Degree
9 1692 (19.73%) Python
10 1597 (18.62%) Marketing
11 1410 (16.44%) Java
12 1354 (15.79%) SQL Server
13 1349 (15.73%) JavaScript
14 1109 (12.93%) HTML
15 1067 (12.44%) Visualisation
16 1050 (12.24%) Microsoft
16 1050 (12.24%) Google
17 1004 (11.71%) Data Warehouse
18 983 (11.46%) Banking
19 980 (11.43%) R
20 938 (10.94%) C#
21 935 (10.90%) Tableau
22 923 (10.76%) CSS
23 874 (10.19%) Hadoop
24 868 (10.12%) .NET
24 868 (10.12%) Retail
25 844 (9.84%) Machine Learning
26 841 (9.81%) Mathematics
27 829 (9.67%) Microsoft Excel
28 822 (9.58%) ETL

Analytics
Co-occurring IT Skills in England 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
1 731 (8.52%) SAS
2 646 (7.53%) Apache Spark
3 286 (3.33%) CMS
4 233 (2.72%) Apache
5 207 (2.41%) Elasticsearch
6 135 (1.57%) SharePoint
7 130 (1.52%) Apache Pig
8 111 (1.29%) WebSphere
9 99 (1.15%) Tomcat
10 92 (1.07%) Apache Solr
11 91 (1.06%) Confluence
12 88 (1.03%) WordPress
13 76 (0.89%) IIS
14 66 (0.77%) JBoss
15 55 (0.64%) Adobe Experience Manager
16 49 (0.57%) nginx
17 37 (0.43%) Sitecore CMS
18 34 (0.40%) WebLogic
19 28 (0.33%) EPiServer
20 26 (0.30%) Oracle SOA Suite
Applications
1 829 (9.67%) Microsoft Excel
2 279 (3.25%) SPSS
3 222 (2.59%) Microsoft Office
4 189 (2.20%) Microsoft PowerPoint
5 101 (1.18%) Photoshop
6 61 (0.71%) Adobe Illustrator
7 54 (0.63%) MS Visio
8 52 (0.61%) Spreadsheet
9 37 (0.43%) Adobe Creative Suite
10 31 (0.36%) Microsoft Project
11 17 (0.20%) InVision
11 17 (0.20%) OmniGraffle
12 16 (0.19%) InDesign
12 16 (0.19%) SPSS Modeler
13 7 (0.082%) EViews
13 7 (0.082%) Stata
13 7 (0.082%) Weka
14 5 (0.058%) GIMP
15 4 (0.047%) Gephi
16 3 (0.035%) UXPin
Business Applications
1 69 (0.80%) SAP Oil and Gas
2 57 (0.66%) WebTrends
3 52 (0.61%) Dynamics CRM
4 49 (0.57%) Adobe Campaign
5 40 (0.47%) Eloqua
6 37 (0.43%) Actimize
7 35 (0.41%) Magento
8 29 (0.34%) Dynamics NAV
8 29 (0.34%) Oracle ERP
9 27 (0.31%) Dynamics AX
10 21 (0.24%) Oracle EBS
11 20 (0.23%) Cognos TM1
11 20 (0.23%) Oracle EBS R12
11 20 (0.23%) SAP ERP
11 20 (0.23%) SAP InfiniteInsight
12 18 (0.21%) SessionCam
13 16 (0.19%) FastStats
13 16 (0.19%) Maximo
14 15 (0.17%) Oracle Payables
15 14 (0.16%) Oracle 11i
Cloud Services
1 795 (9.27%) Google Analytics
2 760 (8.86%) Amazon AWS
3 563 (6.56%) Microsoft Azure
4 334 (3.89%) SaaS
5 228 (2.66%) Adobe Analytics
6 156 (1.82%) Google Cloud Platform
7 133 (1.55%) Cloud Computing
8 129 (1.50%) PaaS
9 111 (1.29%) AdWords
10 89 (1.04%) IaaS
11 81 (0.94%) Azure Machine Learning
12 74 (0.86%) GitHub
13 60 (0.70%) Amazon EMR
14 57 (0.66%) Amazon EC2
14 57 (0.66%) Google Tag Manager
15 47 (0.55%) Office 365
16 45 (0.52%) Amazon S3
17 37 (0.43%) Amazon Kinesis
18 35 (0.41%) Google Play
19 19 (0.22%) Azure Data Factory
Communications & Networking
1 203 (2.37%) Internet
2 161 (1.88%) Firewall
3 106 (1.24%) HTTP
4 99 (1.15%) TCP/IP
5 87 (1.01%) Network Security
6 68 (0.79%) DNS
7 50 (0.58%) VPN
8 41 (0.48%) SSL
9 39 (0.45%) WAN
10 38 (0.44%) Intrusion Detection
11 37 (0.43%) DHCP
12 35 (0.41%) LAN
13 33 (0.38%) BGP
13 33 (0.38%) IPsec
14 30 (0.35%) Wireless
15 28 (0.33%) Cisco ASA
16 26 (0.30%) OSPF
17 21 (0.24%) HTTPS
17 21 (0.24%) Intranet
18 19 (0.22%) SNMP
Database & Business Intelligence
1 1794 (20.92%) Big Data
2 1354 (15.79%) SQL Server
3 1004 (11.71%) Data Warehouse
4 874 (10.19%) Hadoop
5 542 (6.32%) SQL Server Integration Services
6 536 (6.25%) NoSQL
7 490 (5.71%) SQL Server Reporting Services
8 489 (5.70%) Relational Database
9 471 (5.49%) QlikView
10 390 (4.55%) MySQL
11 388 (4.52%) Power BI
12 349 (4.07%) Data Mining
13 339 (3.95%) MongoDB
14 325 (3.79%) SQL Server Analysis Services
15 313 (3.65%) BusinessObjects
16 299 (3.49%) Apache Hive
17 229 (2.67%) PostgreSQL
18 225 (2.62%) Apache Cassandra
19 187 (2.18%) RDBMS
20 148 (1.73%) Amazon Redshift
Development Applications
1 447 (5.21%) Git (software)
2 332 (3.87%) JIRA
3 226 (2.63%) Jenkins
4 154 (1.80%) Selenium
5 131 (1.53%) Subversion
6 104 (1.21%) Team Foundation Server
7 101 (1.18%) gulp
7 101 (1.18%) Maven
8 90 (1.05%) Talend Open Studio
9 83 (0.97%) Cucumber
10 77 (0.90%) Visual Studio
11 75 (0.87%) JUnit
12 71 (0.83%) Grunt
13 70 (0.82%) TeamCity
14 59 (0.69%) Axure RP
15 56 (0.65%) Karma Test Runner
16 53 (0.62%) Mockito
17 51 (0.59%) Eclipse
18 50 (0.58%) Sonatype Nexus
19 46 (0.54%) Mocha
General
1 2656 (30.97%) Finance
2 1597 (18.62%) Marketing
3 983 (11.46%) Banking
4 868 (10.12%) Retail
5 539 (6.28%) Investment Banking
6 303 (3.53%) Front Office
7 269 (3.14%) Advertising
8 262 (3.05%) Telecoms
9 232 (2.70%) Games
10 204 (2.38%) Retail Banking
11 168 (1.96%) Publishing
12 164 (1.91%) Legal
13 156 (1.82%) Manufacturing
14 96 (1.12%) Financial Institution
15 92 (1.07%) Electronics
16 87 (1.01%) Pharmaceutical
17 70 (0.82%) Law
18 65 (0.76%) Back Office
19 55 (0.64%) Automotive
20 49 (0.57%) Military
Job Titles
1 2134 (24.88%) Developer
2 1643 (19.16%) Analyst
3 597 (6.96%) Consultant
4 535 (6.24%) Architect
5 481 (5.61%) Data Scientist
6 436 (5.08%) C# Developer
7 413 (4.82%) Data Analyst
8 357 (4.16%) Analytics Manager
9 300 (3.50%) Senior Developer
10 299 (3.49%) Business Analyst
11 283 (3.30%) Java Developer
12 243 (2.83%) Senior Analyst
13 239 (2.79%) Business Intelligence Analyst
14 237 (2.76%) Business Intelligence Developer
15 230 (2.68%) Data Architect
16 219 (2.55%) SQL Analyst
17 218 (2.54%) Data Engineer
18 203 (2.37%) SQL Developer
19 198 (2.31%) Data Manager
20 194 (2.26%) Project Manager
Libraries, Frameworks & Software Standards
1 1109 (12.93%) HTML
2 923 (10.76%) CSS
3 868 (10.12%) .NET
4 651 (7.59%) AngularJS
5 520 (6.06%) Web Services
6 475 (5.54%) HTML5
7 387 (4.51%) Node.js
8 339 (3.95%) jQuery
9 321 (3.74%) RESTful
10 318 (3.71%) XML
11 274 (3.19%) CSS3
12 264 (3.08%) ASP.NET
13 256 (2.98%) REST
14 225 (2.62%) JSON
15 212 (2.47%) .NET Framework
16 211 (2.46%) React
17 205 (2.39%) Spring
18 191 (2.23%) Kafka
19 145 (1.69%) Sass
20 142 (1.66%) D3.js
Miscellaneous
1 1849 (21.56%) Analytical Skills
2 821 (9.57%) Computer Science
3 820 (9.56%) User Experience
4 397 (4.63%) Algorithms
5 356 (4.15%) Management Information System
6 334 (3.89%) Social Media
7 290 (3.38%) Fintech
8 263 (3.07%) Greenfield Project
9 236 (2.75%) Mobile App
10 216 (2.52%) Foreign Exchange (FX)
11 184 (2.15%) Enterprise Software
12 180 (2.10%) Derivative
13 166 (1.94%) Data Structures
14 159 (1.85%) Fixed Income
15 158 (1.84%) Credit Risk
16 123 (1.43%) Equities
17 93 (1.08%) Data Centre
18 88 (1.03%) Hedge funds
19 70 (0.82%) Blog
20 65 (0.76%) FMCG
Operating Systems
1 781 (9.11%) Linux
2 477 (5.56%) Windows
3 345 (4.02%) Unix
4 189 (2.20%) Android
5 139 (1.62%) Apple iOS
6 128 (1.49%) Windows Server
7 50 (0.58%) Windows Server 2012
8 46 (0.54%) Windows Server 2008
9 44 (0.51%) CentOS
10 42 (0.49%) Windows 10
11 36 (0.42%) Windows 7
12 24 (0.28%) Red Hat Enterprise Linux
13 22 (0.26%) Ubuntu
14 17 (0.20%) Mac OS X
15 16 (0.19%) Kali Linux
16 15 (0.17%) AIX
17 14 (0.16%) Mac OS
18 13 (0.15%) Windows Mobile
19 12 (0.14%) Solaris
20 8 (0.093%) Windows Server 2003
Processes & Methodologies
1 2397 (27.95%) Agile Software Development
2 1994 (23.25%) Business Intelligence
3 1925 (22.44%) Data Analytics
4 1067 (12.44%) Visualisation
5 844 (9.84%) Machine Learning
6 841 (9.81%) Mathematics
7 822 (9.58%) ETL
8 768 (8.95%) E-Commerce
9 754 (8.79%) Scrum
10 743 (8.66%) Data Modelling
11 669 (7.80%) Data Analysis
12 648 (7.56%) Data Visualisation
13 610 (7.11%) Software Engineering
14 597 (6.96%) Stakeholder Management
15 593 (6.91%) Project Management
16 566 (6.60%) TDD
17 553 (6.45%) Data Management
18 543 (6.33%) Statistics
19 512 (5.97%) Web Analytics
20 507 (5.91%) DevOps
Programming Languages
1 2940 (34.28%) SQL
2 1692 (19.73%) Python
3 1410 (16.44%) Java
4 1349 (15.73%) JavaScript
5 980 (11.43%) R
6 938 (10.94%) C#
7 455 (5.30%) Scala
8 429 (5.00%) C++
9 326 (3.80%) T-SQL
10 297 (3.46%) PHP
11 296 (3.45%) VBA
12 285 (3.32%) C
13 163 (1.90%) MATLAB
14 149 (1.74%) Perl
15 137 (1.60%) Ruby
16 133 (1.55%) PL/SQL
17 123 (1.43%) Shell Script
18 118 (1.38%) Bash Shell
19 95 (1.11%) PowerShell
20 87 (1.01%) TypeScript
Qualifications
1 1705 (19.88%) Degree
2 309 (3.60%) Computer Science Degree
3 287 (3.35%) PhD
4 239 (2.79%) Numerate Degree
5 208 (2.43%) Security Cleared
6 138 (1.61%) Master's Degree
7 120 (1.40%) SC Cleared
8 103 (1.20%) CISSP
9 85 (0.99%) DV Cleared
10 63 (0.73%) CISM
11 62 (0.72%) Microsoft Certification
12 60 (0.70%) GIAC
13 55 (0.64%) CISA
14 54 (0.63%) ISEB
15 52 (0.61%) Cisco Certification
16 44 (0.51%) PMI Certification
17 36 (0.42%) CCNA
18 33 (0.38%) GSEC
19 32 (0.37%) SANS
20 31 (0.36%) CCNP
Quality Assurance & Compliance
1 386 (4.50%) Data Quality
2 376 (4.38%) QA
3 65 (0.76%) ISO/IEC 27001
4 61 (0.71%) SLA
5 48 (0.56%) PMO
6 42 (0.49%) PCI DSS
7 38 (0.44%) GDPR
8 21 (0.24%) Basel III
9 19 (0.22%) Actionable Recommendations
10 14 (0.16%) WCAG
11 13 (0.15%) IFRS
11 13 (0.15%) MiFID
12 12 (0.14%) IFRS 9
12 12 (0.14%) ISO/IEC 20000
13 11 (0.13%) ISO 14001
13 11 (0.13%) ISO 9001
13 11 (0.13%) Sarbanes-Oxley
14 10 (0.12%) GCP
15 9 (0.10%) Solvency II
16 8 (0.093%) Cyber Essentials
System Software
1 208 (2.43%) Docker
2 149 (1.74%) Active Directory
3 84 (0.98%) VMware Infrastructure
4 75 (0.87%) HDFS
5 58 (0.68%) Apache Flume
6 52 (0.61%) Hyper-V
7 27 (0.31%) Virtual Machines
8 26 (0.30%) Snort
9 18 (0.21%) Oracle RAC
10 17 (0.20%) Apache ZooKeeper
10 17 (0.20%) Firmware
11 16 (0.19%) XenApp
12 13 (0.15%) ProxySG
12 13 (0.15%) VMware ESXi
13 7 (0.082%) Slurm Workload Manager
14 5 (0.058%) MetaFrame
14 5 (0.058%) Microsoft App-V
14 5 (0.058%) Samba
14 5 (0.058%) Terminal Services
14 5 (0.058%) VirtualBox
Systems Management
1 134 (1.56%) Puppet
2 125 (1.46%) Ansible
3 98 (1.14%) Opscode Chef
4 47 (0.55%) Kibana
4 47 (0.55%) SCCM
5 36 (0.42%) Kubernetes
5 36 (0.42%) Oozie
6 29 (0.34%) logstash
6 29 (0.34%) Terraform
7 28 (0.33%) Nessus
7 28 (0.33%) Nexpose
8 22 (0.26%) Nagios
9 21 (0.24%) Grafana
9 21 (0.24%) QRadar
10 19 (0.22%) WSUS
11 16 (0.19%) Piwik
11 16 (0.19%) RSA Security Analytics
12 15 (0.17%) EnCase
12 15 (0.17%) McAfee ePO
12 15 (0.17%) Nmap
Vendors
1 1050 (12.24%) Google
1 1050 (12.24%) Microsoft
2 935 (10.90%) Tableau
3 774 (9.02%) Oracle
4 388 (4.52%) Adobe
5 372 (4.34%) SAP
6 198 (2.31%) IBM
7 144 (1.68%) Cognos
8 133 (1.55%) Informatica
8 133 (1.55%) Salesforce.com
9 124 (1.45%) Splunk
10 121 (1.41%) VMware
11 112 (1.31%) MicroStrategy
12 107 (1.25%) Alteryx
13 105 (1.22%) Teradata
14 102 (1.19%) Cisco
15 101 (1.18%) Facebook
16 90 (1.05%) Talend
17 89 (1.04%) Cognizant
18 81 (0.94%) hybris
Colchester, Essex
Bristow Holland
Salary: From £50,000 to £55,000 per annum plus benefits
Posted: 9 hours ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 9 hours ago
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: 13 hours ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 17 hours ago
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 14 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 8 hours ago
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 8 hours ago
Oxfordshire
Oscar
Salary: £25000 - £35000 per annum + Benefits
Posted: 10 hours ago
Bristol, Avon
Hargreaves Lansdown
Salary: Competitive
Posted: 16 hours ago
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 8 hours ago
London
Mortimer Spinks
Salary: £65000 - £80000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £50000 - £110000 per annum + 20% bonus & full bens
Posted: 12 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 9 hours ago
West London
Franklin Bates
Salary: From £35,000 to £65,000 per annum
Posted: 11 hours ago
West London
AB Recruit
Salary: £30000 - £35000 Per Annum
Posted: 14 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 14 hours ago
Watford, Hertfordshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: Yesterday
London
FPSG Connect
Salary: Benefits
Posted: Yesterday
Nuneaton, Warwickshire
Opilio Recruitment
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: 13 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 8 hours ago
London
Boston Hale
Salary: £38000.00 - £42000.00 per annum + Benefits
Posted: 17 hours ago
London
Ashdown IT
Salary: £35000 - £45000 per annum + bonus and benefits
Posted: 14 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: Competitive salary and excellent benefits
Posted: 9 hours ago
London
Salt
Salary: £35000 - £45000 per annum + + benefits
Posted: 16 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 8 hours ago
Leeds, West Yorkshire
Modis International
Salary: £38000 - £42000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 12 hours ago
London
Harvey Nash plc
Salary: £40000 - £70000 per annum
Posted: 13 hours ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 12 hours ago
City, London
Ampersand Consulting
Salary: £28000 - £32000 per annum
Posted: 2 days ago