The table below looks at the statistics for Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Analytics
UK
Rank 55 58 73
Rank change year-on-year
+3 +15
Permanent jobs citing Analytics 4257 4799 4042
As % of all permanent IT jobs located in the UK 5.04% 4.76% 3.78%
As % of the Processes & Methodologies category 5.68% 5.39% 4.36%
Number of salaries quoted 3366 3809 3184
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 £32,500 £30,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £45,000 £46,150 £44,000
% change year-on-year
-2.49% +4.88%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74927 89028 92672
As % of all permanent IT jobs located in the UK 88.79% 88.30% 86.70%
Number of salaries quoted 61585 73757 75638
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,000 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend

The demand trend of job ads citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in the UK

Analytics
Salary Trend

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

Analytics Salary Trend in the UK

Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Analytics over the 3 months to 27 February 2017 within the UK.

Analytics Salary Histogram 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 February 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 +5 4021 £55,000 - 659
London +5 2434 £60,000 - 361
South East +14 493 £50,000 +5.26% 89
City of London -2 305 £60,000 - 81
North West +7 234 £40,000 -5.88% 53
East of England +5 212 £52,500 +5.00% 39
Yorkshire +30 204 £42,500 +6.25% 27
South West +3 170 £50,000 +17.64% 32
Manchester +15 163 £40,000 -11.11% 39
West Midlands -9 153 £40,000 -9.03% 23
Scotland +23 142 £47,500 -17.39% 26
Berkshire -4 138 £54,000 +8.00% 19
West Yorkshire +22 137 £42,500 -15.00% 20
East Midlands +12 108 £42,500 +6.25% 22
Edinburgh +14 89 £50,250 -12.60% 25
Leeds -5 78 £42,500 -15.00% 13
Surrey +7 76 £55,000 +22.22% 27
Oxfordshire +26 66 £51,250 -14.58% 16
Hertfordshire +2 65 £50,000 - 5
Bristol +19 59 £50,000 +25.78% 11
Buckinghamshire +22 57 £47,500 +35.71% 2
Hampshire +24 53 £45,000 -2.70% 17
Nottinghamshire +3 42 £32,500 -27.77% 8
Milton Keynes +24 39 £55,000 +69.23% 1
Glasgow +14 39 £39,500 -30.08%
Norfolk +6 38 £39,000 +73.33% 3
Northamptonshire +22 37 £45,000 +28.57% 4
North Yorkshire +16 36 £45,000 +32.35% 3
Oxford +14 36 £40,000 -33.33% 7
Birmingham -9 35 £50,000 +11.11% 9

Analytics
Top 30 Related IT Skills

For the 6 months to 27 February 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 2789 (33.61%) SQL
2 2267 (27.32%) Finance
3 2106 (25.38%) Agile Software Development
4 2009 (24.21%) Business Intelligence
5 1881 (22.67%) Data Analytics
6 1857 (22.38%) Big Data
7 1734 (20.90%) Degree
8 1723 (20.77%) Marketing
9 1651 (19.90%) Analytical Skills
10 1477 (17.80%) Python
11 1279 (15.42%) Java
12 1229 (14.81%) SQL Server
13 1205 (14.52%) JavaScript
14 1155 (13.92%) HTML
15 1099 (13.25%) Google
16 1010 (12.17%) Visualisation
17 990 (11.93%) Data Warehouse
18 974 (11.74%) Microsoft
19 933 (11.25%) CSS
20 932 (11.23%) Hadoop
21 895 (10.79%) Mathematics
22 888 (10.70%) C#
23 858 (10.34%) Google Analytics
24 834 (10.05%) ETL
25 815 (9.82%) E-Commerce
26 807 (9.73%) R
27 805 (9.70%) Tableau
28 801 (9.65%) .NET
29 795 (9.58%) SAS
30 775 (9.34%) Computer Science

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
1 795 (9.58%) SAS
2 614 (7.40%) Apache Spark
3 301 (3.63%) CMS
4 231 (2.78%) Apache Pig
5 229 (2.76%) Elasticsearch
6 198 (2.39%) Apache
7 185 (2.23%) SharePoint
8 104 (1.25%) WebSphere
9 91 (1.10%) IIS
10 84 (1.01%) WordPress
11 83 (1.00%) Confluence
12 74 (0.89%) Tomcat
13 62 (0.75%) nginx
14 59 (0.71%) JBoss
15 58 (0.70%) Adobe Experience Manager
16 44 (0.53%) Apache Solr
17 42 (0.51%) Sitecore CMS
18 37 (0.45%) WebLogic
19 35 (0.42%) Jetty
20 29 (0.35%) Drupal
Applications
1 669 (8.06%) MS Excel
2 285 (3.43%) SPSS
3 210 (2.53%) MS Office
4 176 (2.12%) MS PowerPoint
5 122 (1.47%) Photoshop
6 52 (0.63%) MS Visio
7 47 (0.57%) Adobe Illustrator
8 43 (0.52%) Adobe Creative Suite
9 32 (0.39%) Spreadsheet
10 30 (0.36%) MS Project
11 28 (0.34%) InDesign
12 27 (0.33%) Stata
13 23 (0.28%) InVision
14 19 (0.23%) SPSS Modeler
15 18 (0.22%) OmniGraffle
16 9 (0.11%) Fireworks
17 8 (0.096%) EViews
18 6 (0.072%) Adobe Captivate
19 4 (0.048%) Mathematica
20 3 (0.036%) Adobe Premiere
Business Applications
1 64 (0.77%) Dynamics CRM
1 64 (0.77%) WebTrends
2 51 (0.61%) Adobe Campaign
3 40 (0.48%) Cognos Business Intelligence
4 31 (0.37%) Magento
5 27 (0.33%) Oracle ERP
6 26 (0.31%) Dynamics AX
6 26 (0.31%) Oracle EBS
6 26 (0.31%) SAP Oil and Gas
7 21 (0.25%) Oracle EBS R12
8 19 (0.23%) Dynamics NAV
9 18 (0.22%) FastStats
9 18 (0.22%) Oracle Applications
10 17 (0.20%) SAP ERP
11 16 (0.19%) Cognos Planning
11 16 (0.19%) Payment Gateway
12 15 (0.18%) Cognos TM1
13 13 (0.16%) Maximo
13 13 (0.16%) Oracle 11i
13 13 (0.16%) Salesforce.com CRM
Cloud Services
1 858 (10.34%) Google Analytics
2 627 (7.56%) Amazon AWS
3 433 (5.22%) Microsoft Azure
4 262 (3.16%) SaaS
5 212 (2.56%) Adobe Analytics
6 172 (2.07%) Cloud Computing
7 138 (1.66%) Google Cloud Platform
8 128 (1.54%) AdWords
9 116 (1.40%) PaaS
10 84 (1.01%) GitHub
11 74 (0.89%) Amazon EC2
11 74 (0.89%) IaaS
12 60 (0.72%) Amazon S3
13 45 (0.54%) Google Tag Manager
14 41 (0.49%) Office 365
15 37 (0.45%) Amazon EMR
16 33 (0.40%) Amazon Kinesis
17 25 (0.30%) Data Lake Analytics
18 24 (0.29%) AWS CloudFormation
19 21 (0.25%) Amazon CloudWatch
Communications & Networking
1 273 (3.29%) Internet
2 131 (1.58%) Firewall
3 115 (1.39%) HTTP
4 75 (0.90%) TCP/IP
5 72 (0.87%) Intrusion Detection
6 51 (0.61%) Network Security
7 44 (0.53%) Wireless
8 38 (0.46%) HTTPS
9 36 (0.43%) DNS
10 32 (0.39%) SSL
10 32 (0.39%) VPN
11 30 (0.36%) LAN
12 24 (0.29%) WAN
13 21 (0.25%) Intranet
13 21 (0.25%) Skype
13 21 (0.25%) Wireshark
14 15 (0.18%) SNMP
14 15 (0.18%) Unified Communications
15 13 (0.16%) DHCP
15 13 (0.16%) Wi-Fi
Database & Business Intelligence
1 1857 (22.38%) Big Data
2 1229 (14.81%) SQL Server
3 990 (11.93%) Data Warehouse
4 932 (11.23%) Hadoop
5 615 (7.41%) Relational Database
6 580 (6.99%) SQL Server Integration Services
7 512 (6.17%) SQL Server Reporting Services
8 471 (5.68%) NoSQL
9 468 (5.64%) QlikView
10 449 (5.41%) MySQL
11 367 (4.42%) SQL Server Analysis Services
12 356 (4.29%) MongoDB
13 350 (4.22%) Power BI
14 345 (4.16%) Data Mining
15 339 (4.09%) Apache Hive
16 273 (3.29%) BusinessObjects
17 271 (3.27%) RDBMS
18 208 (2.51%) PostgreSQL
19 161 (1.94%) Apache Cassandra
20 149 (1.80%) Amazon Redshift
Development Applications
1 376 (4.53%) Git (software)
2 275 (3.31%) JIRA
3 193 (2.33%) Jenkins
4 151 (1.82%) Subversion
5 113 (1.36%) Team Foundation Server
6 97 (1.17%) Visual Studio
7 93 (1.12%) Selenium
8 89 (1.07%) Talend Open Studio
9 81 (0.98%) Axure RP
10 79 (0.95%) TeamCity
11 63 (0.76%) Karma Test Runner
12 60 (0.72%) JUnit
13 58 (0.70%) Maven
14 53 (0.64%) Jasmine
15 52 (0.63%) Hudson
16 40 (0.48%) Ant
16 40 (0.48%) Eclipse
17 39 (0.47%) Grunt
18 38 (0.46%) gulp
19 33 (0.40%) Sonatype Nexus
General
1 2267 (27.32%) Finance
2 1723 (20.77%) Marketing
3 740 (8.92%) Banking
4 694 (8.36%) Retail
5 290 (3.50%) Advertising
6 263 (3.17%) Investment Banking
7 250 (3.01%) Telecoms
8 238 (2.87%) Legal
9 222 (2.68%) Games
10 164 (1.98%) Front Office
11 159 (1.92%) Publishing
12 126 (1.52%) Manufacturing
13 102 (1.23%) Military
14 81 (0.98%) Pharmaceutical
15 75 (0.90%) Electronics
16 68 (0.82%) Financial Institution
17 67 (0.81%) Spanish Language
18 60 (0.72%) Back Office
19 55 (0.66%) French Language
20 50 (0.60%) Law
Job Titles
1 1837 (22.14%) Developer
2 1638 (19.74%) Analyst
3 656 (7.91%) Architect
4 588 (7.09%) Consultant
5 403 (4.86%) Data Scientist
6 394 (4.75%) Data Analyst
7 352 (4.24%) C# Developer
8 313 (3.77%) Senior Developer
9 303 (3.65%) Analytics Manager
10 285 (3.43%) Data Architect
11 281 (3.39%) Java Developer
12 257 (3.10%) Business Analyst
13 236 (2.84%) Business Intelligence Analyst
14 234 (2.82%) Software Engineer
15 230 (2.77%) Senior Analyst
16 212 (2.56%) SQL Developer
17 201 (2.42%) Business Intelligence Developer
18 194 (2.34%) Data Engineer
19 191 (2.30%) Solutions Architect
20 185 (2.23%) .NET Developer
Libraries, Frameworks & Software Standards
1 1155 (13.92%) HTML
2 933 (11.25%) CSS
3 801 (9.65%) .NET
4 515 (6.21%) HTML5
5 506 (6.10%) Web Services
6 476 (5.74%) AngularJS
7 401 (4.83%) jQuery
8 373 (4.50%) XML
9 310 (3.74%) CSS3
10 307 (3.70%) Node.js
11 284 (3.42%) RESTful
12 262 (3.16%) REST
13 252 (3.04%) ASP.NET
14 230 (2.77%) Spring
15 211 (2.54%) JSON
16 169 (2.04%) .NET Framework
17 164 (1.98%) Middleware
18 141 (1.70%) SOAP
19 137 (1.65%) Java EE
20 131 (1.58%) ASP.NET MVC
Miscellaneous
1 1651 (19.90%) Analytical Skills
2 775 (9.34%) Computer Science
3 609 (7.34%) User Experience
4 419 (5.05%) Social Media
5 373 (4.50%) Algorithms
6 317 (3.82%) Management Information System
7 261 (3.15%) Credit Risk
8 246 (2.96%) Fintech
9 243 (2.93%) Mobile App
10 146 (1.76%) Enterprise Software
11 134 (1.62%) Data Structures
12 97 (1.17%) Internet of Things
13 96 (1.16%) Fixed Income
14 88 (1.06%) Digital Media
15 84 (1.01%) Hedge funds
16 81 (0.98%) Derivative
17 77 (0.93%) Data Centre
18 69 (0.83%) Life Science
19 67 (0.81%) Equities
20 62 (0.75%) Foreign Exchange (FX)
Operating Systems
1 735 (8.86%) Linux
2 446 (5.38%) Windows
3 253 (3.05%) Unix
4 128 (1.54%) Windows Server
5 96 (1.16%) Android
6 83 (1.00%) Apple iOS
7 55 (0.66%) Windows Server 2012
8 49 (0.59%) CentOS
9 37 (0.45%) Ubuntu
10 35 (0.42%) Windows Server 2008
11 29 (0.35%) Red Hat Enterprise Linux
12 17 (0.20%) Windows 10
13 16 (0.19%) Mac OS X
14 13 (0.16%) Windows 7
15 10 (0.12%) Solaris
15 10 (0.12%) Windows Phone
16 8 (0.096%) Debian
16 8 (0.096%) Windows Phone 8
17 5 (0.060%) AIX
18 4 (0.048%) Windows Server 2003
Processes & Methodologies
1 2106 (25.38%) Agile Software Development
2 2009 (24.21%) Business Intelligence
3 1881 (22.67%) Data Analytics
4 1010 (12.17%) Visualisation
5 895 (10.79%) Mathematics
6 834 (10.05%) ETL
7 815 (9.82%) E-Commerce
8 724 (8.73%) Scrum
9 716 (8.63%) Machine Learning
10 687 (8.28%) Web Analytics
11 635 (7.65%) Software Engineering
12 598 (7.21%) Stakeholder Management
13 595 (7.17%) Data Analysis
14 591 (7.12%) Data Modelling
15 557 (6.71%) TDD
16 529 (6.38%) SEO
17 523 (6.30%) Data Visualisation
18 511 (6.16%) CRM
18 511 (6.16%) Digital Marketing
19 495 (5.97%) Project Management
Programming Languages
1 2789 (33.61%) SQL
2 1477 (17.80%) Python
3 1279 (15.42%) Java
4 1205 (14.52%) JavaScript
5 888 (10.70%) C#
6 807 (9.73%) R
7 401 (4.83%) C++
8 396 (4.77%) Scala
9 344 (4.15%) T-SQL
10 324 (3.91%) PHP
11 318 (3.83%) C
12 270 (3.25%) VBA
13 264 (3.18%) Ruby
14 249 (3.00%) Perl
15 159 (1.92%) MATLAB
16 106 (1.28%) PL/SQL
17 104 (1.25%) Shell Script
18 85 (1.02%) Bash Shell
19 75 (0.90%) PowerShell
20 65 (0.78%) VB
Qualifications
1 1734 (20.90%) Degree
2 262 (3.16%) PhD
3 161 (1.94%) Security Cleared
4 137 (1.65%) CISSP
5 70 (0.84%) Microsoft Certification
6 64 (0.77%) DV Cleared
7 57 (0.69%) CISM
8 55 (0.66%) SC Cleared
9 49 (0.59%) ISEB
9 49 (0.59%) PMI Certification
10 42 (0.51%) GCIA
11 41 (0.49%) Postgraduate
12 39 (0.47%) SANS
13 38 (0.46%) MBA
14 36 (0.43%) CEH
15 32 (0.39%) CISA
16 28 (0.34%) PMP
17 27 (0.33%) IISP
18 24 (0.29%) GCIH
18 24 (0.29%) ISTQB
Quality Assurance & Compliance
1 349 (4.21%) QA
2 339 (4.09%) Data Quality
3 102 (1.23%) SLA
4 84 (1.01%) ISO/IEC 27001
5 55 (0.66%) PCI DSS
6 29 (0.35%) ISO 9001
7 28 (0.34%) PMO
8 27 (0.33%) IFRS
9 26 (0.31%) IFRS 9
9 26 (0.31%) ISO 14001
10 24 (0.29%) Basel III
11 23 (0.28%) COBIT
12 22 (0.27%) GCP
13 21 (0.25%) Basel II
14 18 (0.22%) MiFID
15 16 (0.19%) Actionable Recommendations
16 13 (0.16%) Solvency II
17 8 (0.096%) HMG Security Policy Framework
17 8 (0.096%) IAS 39
18 7 (0.084%) Dodd-Frank
System Software
1 196 (2.36%) Docker
2 137 (1.65%) VMware Infrastructure
3 131 (1.58%) Active Directory
4 85 (1.02%) Hyper-V
5 72 (0.87%) Apache Flume
5 72 (0.87%) HDFS
6 33 (0.40%) Virtual Machines
7 27 (0.33%) Firmware
8 23 (0.28%) Snort
9 15 (0.18%) Oracle RAC
10 14 (0.17%) XenApp
11 10 (0.12%) Apache ZooKeeper
12 7 (0.084%) XenDesktop
13 6 (0.072%) Microsoft App-V
13 6 (0.072%) Terminal Services
13 6 (0.072%) VirtualBox
13 6 (0.072%) XenServer
14 5 (0.060%) DFS Replication
14 5 (0.060%) MetaFrame
14 5 (0.060%) vSphere
Systems Management
1 131 (1.58%) Puppet
2 124 (1.49%) Opscode Chef
3 120 (1.45%) Ansible
4 41 (0.49%) Grafana
5 35 (0.42%) Oozie
6 34 (0.41%) Nagios
7 33 (0.40%) Kubernetes
8 31 (0.37%) Kibana
9 22 (0.27%) RSA Security Analytics
10 20 (0.24%) logstash
10 20 (0.24%) Opsview
10 20 (0.24%) Riemann
11 19 (0.23%) Terraform
12 18 (0.22%) HP Quality Center
13 17 (0.20%) Ambari
13 17 (0.20%) Mesos
14 15 (0.18%) Host Intrusion Detection System
14 15 (0.18%) QRadar
15 14 (0.17%) Piwik
15 14 (0.17%) SCCM
Vendors
1 1099 (13.25%) Google
2 974 (11.74%) Microsoft
3 805 (9.70%) Tableau
4 709 (8.55%) Oracle
5 395 (4.76%) Adobe
6 282 (3.40%) SAP
7 216 (2.60%) IBM
8 174 (2.10%) Cognos
9 146 (1.76%) VMware
10 138 (1.66%) Splunk
11 137 (1.65%) Teradata
12 127 (1.53%) Informatica
13 121 (1.46%) Salesforce.com
14 115 (1.39%) MicroStrategy
15 92 (1.11%) Facebook
16 89 (1.07%) Talend
17 73 (0.88%) Omniture
18 63 (0.76%) Hyperion
18 63 (0.76%) Twitter
19 59 (0.71%) Hortonworks
London
Hanover Recruitment
Salary: £70000.00 - £90000.00 per annum + Bonus and benefits
Posted: 12 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £23000.00 per annum
Posted: 13 hours ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 20 hours ago
City, London
Client Server
Salary: £80k to £90k + bonus + benefits
Posted: 22 hours ago
London
Lorien Resourcing
Salary: £30000 - £35000 per annum + Bonus + Pension + Health care
Posted: 20 hours ago
London
Oliver Bernard
Salary: £65000 - £85000 per annum + stock / bonus / benefits
Posted: 12 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £40000 - £41000 per annum
Posted: 18 hours ago
Weybridge, Surrey
onezeero.
Salary: £60000 - £70000 per annum + Bonus
Posted: 11 hours ago
London
Lorien Resourcing
Salary: £30000 - £35000 per annum + Bonus + Pension + Health care
Posted: 20 hours ago
London
Parallel Consulting
Salary: £65000 - £75000 per annum + Generous bonus and benefits package
Posted: 11 hours ago
Bristol, Avon
Oliver James Associates
Salary: £30000 - £55000 per annum
Posted: 18 hours ago
East London
Bluetownonline
Salary: £40000 per annum
Posted: 15 hours ago
West London
Careerwise UK Limited
Salary: £85000 - £95000 per annum + bonus, benefits, negotiable
Posted: 12 hours ago
Greater Manchester
ANSON MCCADE
Salary: £60 - 80k + excellent, comprehensive package
Posted: 12 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £60 - 80k + excellent, comprehensive package
Posted: 12 hours ago
Bristol Area
ANSON MCCADE
Salary: £60 - 80k + excellent, comprehensive package
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £60 - 80k + excellent, comprehensive package
Posted: 12 hours ago
London
Lorien Resourcing
Salary: £65000 - £70000 per annum + Car + Bonus + Pension + Health care
Posted: 20 hours ago
Surrey
TEKsystems
Salary: £50000 - £75000 per annum
Posted: 21 hours ago
London
TEKsystems
Salary: £140000 - £200000 per annum + bonus and benefits
Posted: 13 hours ago
London
Oliver James Associates
Salary: £30000 - £41000 per annum
Posted: 18 hours ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 19 hours ago
London
Verticality Ltd
Salary: £30000 - £35000 per annum
Posted: 18 hours ago
London
Hanover Recruitment
Salary: £30000.00 - £35000.00 per annum + Full Benefits Package
Posted: 13 hours ago
Buckingham, Buckinghamshire
IT Executive Ltd
Salary: £28000 - £35000 per annum
Posted: 18 hours ago
City, London
Explore Recruitment Solutions
Salary: £26000 - £28000 per annum
Posted: 10 hours ago
Chelmsford, Essex
Evolution Recruitment Solutions
Salary: Excellent
Posted: 18 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: up to 60K DOE
Posted: 16 hours ago
Central London / West End
Evolution Recruitment Solutions
Salary: 25K DOE
Posted: 16 hours ago
City, London
Bond Mckenzie
Salary: Up to £135,000 per annum PLUS BONUS from £60,000 to £120,000
Posted: 7 hours ago