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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Analytics
UK
Rank 60 60 77
Rank change year-on-year
0 +17
Permanent jobs citing Analytics 4000 4684 3757
As % of all permanent IT jobs located in the UK 4.75% 4.76% 3.59%
As % of the Processes & Methodologies category 5.39% 5.43% 4.18%
Number of salaries quoted 3156 3723 2985
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year
-4.54% +10.00%
90% offered a salary of more than £33,000 £32,500 £30,000
10% offered a salary of more than £82,500 £85,000 £80,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
74214 86208 89937
As % of all permanent IT jobs located in the UK 88.16% 87.69% 85.98%
Number of salaries quoted 61045 71683 74196
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 £31,000
10% offered a salary of more than £77,500 £72,500 £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 16 January 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 16 January 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 3786 £55,000 - 629
London -1 2207 £60,000 - 342
South East +5 526 £50,000 - 76
City of London +2 320 £60,000 -2.43% 86
North West +5 252 £40,000 - 56
East of England +34 222 £54,500 +9.00% 22
Manchester +8 173 £40,000 -5.88% 40
Yorkshire +14 165 £42,500 +21.42% 38
South West -26 152 £50,000 +13.63% 26
West Midlands -38 147 £40,000 -5.88% 35
Berkshire 0 145 £50,000 - 18
Scotland +16 127 £50,000 -13.04% 20
West Yorkshire +35 114 £42,500 +3.03% 29
Hampshire +10 93 £40,000 -33.33% 8
East Midlands +19 91 £37,500 -16.66% 29
Surrey -12 77 £42,500 - 20
Hertfordshire -2 72 £52,500 -4.54% 7
Edinburgh +21 71 £51,500 -10.43% 14
Leeds -4 64 £42,500 -1.16% 18
Southampton +45 55 £44,281 +18.08% 2
Bristol +23 55 £48,750 +21.87% 7
Buckinghamshire +41 47 £47,500 +5.55% 8
Oxfordshire -7 45 £51,250 -11.63% 11
Norfolk +13 43 £40,000 +6.66% 2
Cambridgeshire -6 42 £52,500 +6.06% 7
Birmingham -30 42 £46,000 +2.22% 8
Glasgow +8 39 £41,250 -26.99% 4
Northamptonshire +31 37 £47,500 -5.00% 8
Norwich +11 37 £44,500 +18.66% 1
Cambridge +8 37 £53,750 +13.15% 6

Analytics
Top 30 Related IT Skills

For the 6 months to 16 January 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 2727 (33.35%) SQL
2 2169 (26.53%) Finance
3 2120 (25.93%) Agile Software Development
4 2027 (24.79%) Business Intelligence
5 1908 (23.34%) Data Analytics
6 1886 (23.07%) Big Data
7 1742 (21.31%) Degree
8 1727 (21.12%) Marketing
9 1614 (19.74%) Analytical Skills
10 1431 (17.50%) Python
11 1237 (15.13%) Java
12 1172 (14.33%) SQL Server
13 1150 (14.07%) JavaScript
14 1136 (13.89%) HTML
15 1072 (13.11%) Google
16 997 (12.19%) Data Warehouse
17 956 (11.69%) Visualisation
18 945 (11.56%) Hadoop
19 908 (11.11%) CSS
20 907 (11.09%) Microsoft
21 869 (10.63%) C#
22 854 (10.45%) ETL
22 854 (10.45%) Google Analytics
23 779 (9.53%) Computer Science
24 774 (9.47%) E-Commerce
25 769 (9.41%) SAS
26 752 (9.20%) R
27 733 (8.97%) .NET
28 730 (8.93%) Linux
29 724 (8.86%) Oracle

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
1 769 (9.41%) SAS
2 605 (7.40%) Apache Spark
3 328 (4.01%) CMS
4 239 (2.92%) Apache Pig
5 217 (2.65%) Elasticsearch
6 203 (2.48%) SharePoint
7 192 (2.35%) Apache
8 106 (1.30%) WordPress
9 100 (1.22%) IIS
10 93 (1.14%) WebSphere
11 79 (0.97%) Confluence
12 70 (0.86%) Tomcat
13 57 (0.70%) JBoss
14 53 (0.65%) Adobe Experience Manager
15 52 (0.64%) Drupal
15 52 (0.64%) nginx
16 46 (0.56%) Apache Solr
17 44 (0.54%) Sitecore CMS
18 33 (0.40%) OpenStack
19 31 (0.38%) WebLogic
Applications
1 602 (7.36%) MS Excel
2 305 (3.73%) SPSS
3 217 (2.65%) MS Office
4 194 (2.37%) MS PowerPoint
5 116 (1.42%) Photoshop
6 75 (0.92%) MS Visio
7 44 (0.54%) Adobe Illustrator
8 36 (0.44%) Stata
9 35 (0.43%) Adobe Creative Suite
10 33 (0.40%) MS Project
11 30 (0.37%) InDesign
12 26 (0.32%) Spreadsheet
13 22 (0.27%) InVision
14 18 (0.22%) OmniGraffle
15 11 (0.13%) GNU Octave
16 10 (0.12%) Fireworks
17 6 (0.073%) Adobe Captivate
17 6 (0.073%) EViews
17 6 (0.073%) Mathematica
18 4 (0.049%) S-PLUS
Business Applications
1 67 (0.82%) Adobe Campaign
2 65 (0.80%) WebTrends
3 58 (0.71%) Dynamics CRM
4 50 (0.61%) Cognos Business Intelligence
5 49 (0.60%) Magento
6 33 (0.40%) Oracle EBS
7 29 (0.35%) SAP Oil and Gas
8 24 (0.29%) Cognos TM1
9 21 (0.26%) FastStats
10 19 (0.23%) Salesforce.com CRM
11 17 (0.21%) Oracle EBS R12
11 17 (0.21%) Oracle ERP
12 16 (0.20%) Cognos Planning
13 15 (0.18%) Eloqua
13 15 (0.18%) OpenCart
13 15 (0.18%) Oracle Applications
13 15 (0.18%) Payment Gateway
13 15 (0.18%) SAP CRM
14 13 (0.16%) Oracle Receivables
14 13 (0.16%) SAP ERP
Cloud Services
1 854 (10.45%) Google Analytics
2 610 (7.46%) Amazon AWS
3 388 (4.75%) Microsoft Azure
4 250 (3.06%) SaaS
5 200 (2.45%) Adobe Analytics
6 177 (2.16%) Cloud Computing
7 135 (1.65%) AdWords
7 135 (1.65%) PaaS
8 130 (1.59%) Google Cloud Platform
9 94 (1.15%) GitHub
10 86 (1.05%) IaaS
11 85 (1.04%) Amazon EC2
12 58 (0.71%) Amazon S3
13 46 (0.56%) Office 365
14 43 (0.53%) Amazon EMR
15 42 (0.51%) Google Tag Manager
16 37 (0.45%) Amazon Kinesis
17 26 (0.32%) AWS Elastic Beanstalk
18 25 (0.31%) Data Lake Analytics
19 22 (0.27%) AWS CloudFormation
Communications & Networking
1 266 (3.25%) Internet
2 132 (1.61%) Firewall
3 113 (1.38%) HTTP
4 83 (1.02%) TCP/IP
5 67 (0.82%) Intrusion Detection
6 64 (0.78%) Network Security
7 46 (0.56%) Wireless
8 45 (0.55%) SSL
9 41 (0.50%) DNS
10 36 (0.44%) VPN
11 30 (0.37%) HTTPS
12 27 (0.33%) LAN
13 24 (0.29%) Skype
14 23 (0.28%) Intranet
14 23 (0.28%) WAN
15 21 (0.26%) Cisco ASA
16 20 (0.24%) Wireshark
17 19 (0.23%) VoIP
18 18 (0.22%) Wi-Fi
19 17 (0.21%) DHCP
Database & Business Intelligence
1 1886 (23.07%) Big Data
2 1172 (14.33%) SQL Server
3 997 (12.19%) Data Warehouse
4 945 (11.56%) Hadoop
5 600 (7.34%) Relational Database
6 554 (6.78%) SQL Server Integration Services
7 505 (6.18%) NoSQL
8 468 (5.72%) SQL Server Reporting Services
9 443 (5.42%) MySQL
10 406 (4.97%) QlikView
11 363 (4.44%) MongoDB
12 347 (4.24%) Data Mining
13 345 (4.22%) SQL Server Analysis Services
14 339 (4.15%) Apache Hive
15 294 (3.60%) Power BI
16 261 (3.19%) RDBMS
17 257 (3.14%) BusinessObjects
18 217 (2.65%) PostgreSQL
19 178 (2.18%) Apache Cassandra
20 145 (1.77%) Amazon Redshift
Development Applications
1 358 (4.38%) Git (software)
2 263 (3.22%) JIRA
3 197 (2.41%) Jenkins
4 132 (1.61%) Subversion
5 113 (1.38%) Team Foundation Server
6 101 (1.24%) Visual Studio
7 95 (1.16%) Selenium
8 88 (1.08%) Talend Open Studio
9 80 (0.98%) TeamCity
10 73 (0.89%) Axure RP
11 54 (0.66%) Jasmine
12 52 (0.64%) JUnit
13 50 (0.61%) Karma Test Runner
14 47 (0.57%) Hudson
14 47 (0.57%) Maven
15 35 (0.43%) Eclipse
15 35 (0.43%) PhantomJS
16 34 (0.42%) WebDriver
17 31 (0.38%) Cucumber
17 31 (0.38%) Grunt
General
1 2169 (26.53%) Finance
2 1727 (21.12%) Marketing
3 716 (8.76%) Retail
4 679 (8.30%) Banking
5 281 (3.44%) Advertising
6 273 (3.34%) Games
7 267 (3.27%) Telecoms
8 222 (2.72%) Investment Banking
9 213 (2.61%) Legal
10 174 (2.13%) Front Office
11 160 (1.96%) Publishing
12 118 (1.44%) Manufacturing
13 81 (0.99%) Military
14 78 (0.95%) Pharmaceutical
15 72 (0.88%) Electronics
16 70 (0.86%) Law
17 66 (0.81%) Retail Banking
18 59 (0.72%) Back Office
18 59 (0.72%) Spanish Language
19 52 (0.64%) French Language
Job Titles
1 1793 (21.93%) Developer
2 1558 (19.06%) Analyst
3 653 (7.99%) Architect
4 587 (7.18%) Consultant
5 409 (5.00%) Data Scientist
6 383 (4.68%) Data Analyst
7 316 (3.86%) Senior Developer
8 307 (3.75%) C# Developer
9 294 (3.60%) Java Developer
10 287 (3.51%) Data Architect
11 270 (3.30%) Business Analyst
11 270 (3.30%) Software Engineer
12 251 (3.07%) Analytics Manager
13 204 (2.50%) .NET Developer
13 204 (2.50%) Senior Analyst
14 199 (2.43%) Solutions Architect
15 194 (2.37%) SQL Developer
16 190 (2.32%) Business Intelligence Developer
17 184 (2.25%) JavaScript Developer
18 177 (2.16%) Software Developer
Libraries, Frameworks & Software Standards
1 1136 (13.89%) HTML
2 908 (11.11%) CSS
3 733 (8.97%) .NET
4 494 (6.04%) HTML5
5 465 (5.69%) Web Services
6 442 (5.41%) AngularJS
7 370 (4.53%) jQuery
8 320 (3.91%) XML
9 313 (3.83%) CSS3
10 266 (3.25%) Node.js
11 261 (3.19%) RESTful
12 253 (3.09%) ASP.NET
13 249 (3.05%) REST
14 232 (2.84%) Spring
15 185 (2.26%) JSON
16 164 (2.01%) Middleware
17 144 (1.76%) .NET Framework
18 142 (1.74%) Hibernate
19 134 (1.64%) ASP.NET MVC
20 127 (1.55%) MDX
Miscellaneous
1 1614 (19.74%) Analytical Skills
2 956 (11.69%) Visualisation
3 779 (9.53%) Computer Science
4 606 (7.41%) Mathematics
5 582 (7.12%) User Experience
6 489 (5.98%) Statistics
7 398 (4.87%) Social Media
8 396 (4.84%) Algorithms
9 327 (4.00%) Management Information System
10 267 (3.27%) Credit Risk
11 253 (3.09%) Mobile App
12 219 (2.68%) Data Integration
13 192 (2.35%) Fintech
14 171 (2.09%) Physics
15 152 (1.86%) Economics
16 140 (1.71%) Data Structures
17 138 (1.69%) Enterprise Software
18 107 (1.31%) Artificial Intelligence
19 100 (1.22%) Derivative
20 99 (1.21%) Internet of Things
Operating Systems
1 730 (8.93%) Linux
2 452 (5.53%) Windows
3 257 (3.14%) Unix
4 138 (1.69%) Windows Server
5 98 (1.20%) Android
6 94 (1.15%) Apple iOS
7 58 (0.71%) Windows Server 2012
8 48 (0.59%) Ubuntu
9 44 (0.54%) CentOS
10 41 (0.50%) Windows Server 2008
11 38 (0.46%) Red Hat Enterprise Linux
12 17 (0.21%) Solaris
13 15 (0.18%) Mac OS X
14 12 (0.15%) Windows Phone
14 12 (0.15%) Windows Server 2003
15 11 (0.13%) Windows 10
16 10 (0.12%) Debian
17 8 (0.098%) Windows Phone 8
18 6 (0.073%) Windows 7
19 5 (0.061%) Mac OS
Processes & Methodologies
1 2120 (25.93%) Agile Software Development
2 2027 (24.79%) Business Intelligence
3 1908 (23.34%) Data Analytics
4 854 (10.45%) ETL
5 774 (9.47%) E-Commerce
6 705 (8.62%) Machine Learning
7 697 (8.52%) Web Analytics
8 684 (8.37%) Scrum
9 655 (8.01%) Software Engineering
10 597 (7.30%) Data Analysis
11 585 (7.16%) Data Modelling
12 573 (7.01%) Stakeholder Management
13 546 (6.68%) SEO
14 520 (6.36%) Digital Marketing
15 517 (6.32%) Data Management
16 516 (6.31%) CRM
17 510 (6.24%) TDD
18 509 (6.23%) Project Management
19 472 (5.77%) Mentoring
20 460 (5.63%) Data Visualisation
Programming Languages
1 2727 (33.35%) SQL
2 1431 (17.50%) Python
3 1237 (15.13%) Java
4 1150 (14.07%) JavaScript
5 869 (10.63%) C#
6 752 (9.20%) R
7 405 (4.95%) C++
8 400 (4.89%) Scala
9 324 (3.96%) PHP
10 300 (3.67%) T-SQL
11 284 (3.47%) Ruby
12 273 (3.34%) Perl
13 246 (3.01%) C
14 233 (2.85%) VBA
15 163 (1.99%) MATLAB
16 122 (1.49%) PL/SQL
17 94 (1.15%) Bash Shell
18 82 (1.00%) VB
19 81 (0.99%) Shell Script
20 68 (0.83%) PowerShell
Qualifications
1 1742 (21.31%) Degree
2 270 (3.30%) PhD
3 185 (2.26%) Security Cleared
4 149 (1.82%) CISSP
5 65 (0.80%) Microsoft Certification
6 64 (0.78%) SC Cleared
7 56 (0.68%) DV Cleared
8 51 (0.62%) PMI Certification
9 50 (0.61%) CISM
9 50 (0.61%) ISEB
10 44 (0.54%) MBA
11 41 (0.50%) IISP
12 39 (0.48%) Postgraduate
13 38 (0.46%) SANS
14 34 (0.42%) GCIA
15 33 (0.40%) CISA
16 32 (0.39%) CEH
17 29 (0.35%) BC Cleared
17 29 (0.35%) PMP
18 27 (0.33%) GIAC
Quality Assurance & Compliance
1 354 (4.33%) QA
2 352 (4.31%) Data Quality
3 110 (1.35%) SLA
4 100 (1.22%) ISO/IEC 27001
5 47 (0.57%) PCI DSS
6 30 (0.37%) GCP
7 26 (0.32%) ISO 9001
8 23 (0.28%) COBIT
8 23 (0.28%) ISO 14001
9 21 (0.26%) Basel III
10 18 (0.22%) Basel II
10 18 (0.22%) MiFID
11 16 (0.20%) Actionable Recommendations
12 12 (0.15%) HL7
13 10 (0.12%) HMG Security Policy Framework
14 9 (0.11%) Solvency II
15 7 (0.086%) COSO
15 7 (0.086%) Dodd-Frank
16 6 (0.073%) SDET
16 6 (0.073%) WCAG
System Software
1 176 (2.15%) Docker
2 141 (1.72%) Active Directory
3 135 (1.65%) VMware Infrastructure
4 83 (1.02%) Hyper-V
5 76 (0.93%) HDFS
6 65 (0.80%) Apache Flume
7 44 (0.54%) Virtual Machines
8 25 (0.31%) Firmware
9 23 (0.28%) Snort
10 16 (0.20%) Oracle RAC
11 15 (0.18%) Apache ZooKeeper
12 12 (0.15%) XenApp
13 9 (0.11%) Microsoft App-V
13 9 (0.11%) VMware ESXi
14 8 (0.098%) VirtualBox
14 8 (0.098%) XenDesktop
15 7 (0.086%) KVM
15 7 (0.086%) vSphere
16 5 (0.061%) Virtual Servers
16 5 (0.061%) Xen
Systems Management
1 140 (1.71%) Puppet
2 130 (1.59%) Opscode Chef
3 125 (1.53%) Ansible
4 40 (0.49%) Nagios
5 35 (0.43%) Grafana
5 35 (0.43%) Kubernetes
6 28 (0.34%) Control-M
7 27 (0.33%) HP Quality Center
7 27 (0.33%) RSA Security Analytics
8 25 (0.31%) Oozie
9 22 (0.27%) Host Intrusion Detection System
10 21 (0.26%) Mesos
11 20 (0.24%) Ambari
11 20 (0.24%) Opsview
11 20 (0.24%) Riemann
12 19 (0.23%) Terraform
13 18 (0.22%) Kibana
14 17 (0.21%) QRadar
15 15 (0.18%) SCCM
16 14 (0.17%) logstash
Vendors
1 1072 (13.11%) Google
2 907 (11.09%) Microsoft
3 724 (8.86%) Oracle
4 714 (8.73%) Tableau
5 389 (4.76%) Adobe
6 292 (3.57%) SAP
7 244 (2.98%) IBM
8 180 (2.20%) Cognos
9 149 (1.82%) Informatica
9 149 (1.82%) VMware
10 142 (1.74%) Splunk
11 136 (1.66%) Teradata
12 132 (1.61%) Salesforce.com
13 107 (1.31%) MicroStrategy
14 88 (1.08%) Facebook
14 88 (1.08%) Talend
15 76 (0.93%) Omniture
16 62 (0.76%) Hyperion
16 62 (0.76%) Twitter
17 61 (0.75%) Hortonworks
City, London
Stott & May
Salary: £30000 - £50000 per annum
Posted: 16 hours ago
Central London / West End
Asgard ERP Limited
Salary: From £50,000 to £70,000 per annum + Excellent Bens
Posted: 14 hours ago
West London
Revolution Technology
Salary: From £45,000 to £60,000 per annum Benefits & Bonus included + Equity
Posted: 13 hours ago
Central London / West End
X4 Group
Salary: £40k - 60k per year
Posted: 8 hours ago
Richmond, Surrey
Searchability
Salary: £30000 - £40000 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £40000 per annum
Posted: 9 hours ago
Hounslow, Middlesex
Energon People
Salary: £40000.00 - £45000 per annum + Amazing Package
Posted: 12 hours ago
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 9 hours ago
Milton Keynes, Buckinghamshire
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 12 hours ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 15 hours ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 11 hours ago
London
HFG
Salary: £35000 - £65000 per annum
Posted: 18 hours ago
Stafford, Staffordshire
Evolution Recruitment Solutions
Salary: 40,000
Posted: 17 hours ago
East Riding
Lawrence Harvey Enterprise
Salary: £45000.00 - £50000.00 per annum + pension, bonus, flex working
Posted: 10 hours ago
Cardiff, South Glamorgan
Reed Technology
Salary: £25000 - £30000 per annum + Fantastic Benefits
Posted: 9 hours ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum
Posted: 11 hours ago
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 16 hours ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 11 hours ago
Leeds, West Yorkshire
Venturi
Salary: £30000.00 - £37500.00 per annum + Benefits
Posted: 8 hours ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 10 hours ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 16 hours ago
Central London / West End
Empiric.com
Salary: From £55,000 to £65,000 per annum + Bonus + Benefits
Posted: 9 hours ago
Central London / West End
Empiric.com
Salary: From £50,000 to £70,000 per annum + Bonus + Equity + Benefits
Posted: 8 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £60000 per annum
Posted: 14 hours ago
West London
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens & bonus
Posted: 22 hours ago
London
ClearCube Consulting
Salary: From £70,000 to £150,000 per annum Uncapped Salary depending on exp
Posted: 11 hours ago
London
Networking People
Salary: £60000 - £800000 per annum
Posted: 10 hours ago
London
Parallel Consulting
Salary: £50000 - £71000 per annum + Generous bonus and benefits package
Posted: 15 hours ago
City, London
Parallel Consulting
Salary: £45000 - £55000 per annum
Posted: 16 hours ago
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: 5 hours ago