The table below looks at the statistics for Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Analytics
Rank 60 56 73
Rank change year-on-year
-4 +17
Permanent jobs citing Analytics 4201 4825 3940
As % of all permanent IT jobs located in England 4.58% 4.80% 3.68%
As % of the Processes & Methodologies category 5.20% 5.49% 4.31%
Number of salaries quoted 3507 3642 2835
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £32,500 £30,500 £30,000
10% offered a salary of more than £90,000 £87,500 £80,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Analytics
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
80742 87896 91445
As % of all permanent IT jobs located in England 88.09% 87.49% 85.39%
Number of salaries quoted 68230 73139 73638
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £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 in England

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

Analytics Jobs Demand Trend in England

Analytics
Salary Trend in England

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

Analytics Salary Trend in England

Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Analytics across the England region over the 3 months to 30 August 2016.

Analytics Salary Histogram 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 30 August 2016. 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
(Click see detailed
statistics and trends)
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 -7 2476 £60,000 +4.34% 274
South East +15 644 £50,000 +11.11% 73
North West +15 255 £37,750 +0.66% 49
East of England +41 205 £55,000 +22.22% 16
South West +34 189 £47,500 - 25
Yorkshire +29 161 £47,500 +35.71% 22
West Midlands -48 137 £37,500 -11.76% 17
East Midlands -46 74 £37,500 -16.66% 11
North East +18 38 £37,500 -27.12% 6
Analytics
UK

Analytics
Top 30 Related IT Skills in England

For the 6 months to 30 August 2016, 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 2706 (31.32%) SQL
2 2267 (26.24%) Finance
3 2260 (26.15%) Data Analytics
4 2204 (25.51%) Business Intelligence
5 2044 (23.65%) Agile Software Development
6 2014 (23.31%) Big Data
7 1979 (22.90%) Analytical Skills
8 1817 (21.03%) Degree
9 1700 (19.67%) Marketing
10 1412 (16.34%) Java
11 1386 (16.04%) Python
12 1217 (14.08%) JavaScript
13 1182 (13.68%) SQL Server
14 1119 (12.95%) Google
15 1118 (12.94%) Hadoop
16 1081 (12.51%) HTML
17 1021 (11.82%) Data Warehouse
18 1005 (11.63%) Computer Science
19 994 (11.50%) Visualisation
20 991 (11.47%) Oracle
21 908 (10.51%) Microsoft
22 903 (10.45%) ETL
23 891 (10.31%) CSS
24 869 (10.06%) Google Analytics
25 828 (9.58%) E-Commerce
26 811 (9.39%) Machine Learning
27 786 (9.10%) SAS
28 779 (9.02%) R
29 748 (8.66%) Tableau
30 733 (8.48%) C#

Analytics
Top Related 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
1 786 (9.10%) SAS
2 615 (7.12%) Apache Spark
3 373 (4.32%) CMS
4 196 (2.27%) Apache Pig
5 175 (2.03%) Apache
6 172 (1.99%) Elasticsearch
7 169 (1.96%) SharePoint
8 117 (1.35%) WordPress
9 110 (1.27%) Tomcat
10 97 (1.12%) IIS
11 87 (1.01%) WebSphere
12 82 (0.95%) JBoss
13 63 (0.73%) Apache Solr
14 45 (0.52%) Drupal
15 40 (0.46%) Confluence
15 40 (0.46%) GlassFish
15 40 (0.46%) nginx
16 33 (0.38%) Sitecore CMS
17 30 (0.35%) MS Exchange
17 30 (0.35%) WebLogic
Applications
1 582 (6.74%) MS Excel
2 321 (3.71%) SPSS
3 198 (2.29%) MS Office
4 143 (1.65%) MS PowerPoint
5 106 (1.23%) Photoshop
6 96 (1.11%) MS Visio
7 45 (0.52%) Adobe Illustrator
8 35 (0.41%) MS Project
9 33 (0.38%) Adobe Creative Suite
10 27 (0.31%) Fireworks
11 25 (0.29%) InVision
11 25 (0.29%) OmniGraffle
12 21 (0.24%) Spreadsheet
12 21 (0.24%) Stata
13 16 (0.19%) GNU Octave
14 13 (0.15%) InDesign
14 13 (0.15%) UserZoom
15 6 (0.069%) EViews
15 6 (0.069%) Mathematica
16 4 (0.046%) Adobe After Effects
Business Applications
1 81 (0.94%) Magento
2 76 (0.88%) WebTrends
3 70 (0.81%) Oracle EBS
4 63 (0.73%) Dynamics CRM
5 55 (0.64%) Adobe Campaign
6 54 (0.62%) SAP Oil and Gas
7 46 (0.53%) Cognos TM1
8 36 (0.42%) Oracle EBS R12
8 36 (0.42%) Oracle Financials
9 33 (0.38%) Dynamics AX
10 27 (0.31%) Cognos Business Intelligence
11 25 (0.29%) Eloqua
12 22 (0.25%) Payment Gateway
13 18 (0.21%) Siebel Analytics
14 17 (0.20%) Salesforce.com CRM
15 15 (0.17%) SAP BPC
16 14 (0.16%) FastStats
16 14 (0.16%) Oracle BPM
16 14 (0.16%) Remedy ITSM
16 14 (0.16%) Unica
Cloud Services
1 869 (10.06%) Google Analytics
2 586 (6.78%) Amazon AWS
3 306 (3.54%) Microsoft Azure
4 240 (2.78%) SaaS
5 183 (2.12%) Adobe Analytics
6 144 (1.67%) AdWords
7 132 (1.53%) Amazon EC2
8 120 (1.39%) Cloud Computing
9 93 (1.08%) PaaS
10 88 (1.02%) Amazon S3
11 76 (0.88%) GitHub
12 70 (0.81%) Google Cloud Platform
13 69 (0.80%) Office 365
14 61 (0.71%) Google Tag Manager
15 59 (0.68%) IBM Cloud
16 58 (0.67%) IaaS
17 42 (0.49%) Amazon EMR
18 37 (0.43%) Heroku
19 33 (0.38%) Amazon Kinesis
20 21 (0.24%) Force.com
Communications & Networking
1 238 (2.75%) Internet
2 192 (2.22%) Firewall
3 98 (1.13%) HTTP
4 95 (1.10%) TCP/IP
5 70 (0.81%) Network Security
6 69 (0.80%) DNS
7 63 (0.73%) SSL
8 57 (0.66%) Intrusion Detection
9 48 (0.56%) VPN
10 47 (0.54%) Wireless
11 45 (0.52%) FTP
12 40 (0.46%) Intranet
13 38 (0.44%) LAN
14 36 (0.42%) Cisco ASA
14 36 (0.42%) SAN
15 35 (0.41%) DHCP
16 34 (0.39%) WAN
17 33 (0.38%) HTTPS
18 29 (0.34%) VoIP
19 24 (0.28%) Unified Communications
Database & Business Intelligence
1 2014 (23.31%) Big Data
2 1182 (13.68%) SQL Server
3 1118 (12.94%) Hadoop
4 1021 (11.82%) Data Warehouse
5 630 (7.29%) NoSQL
6 502 (5.81%) Data Mining
7 469 (5.43%) QlikView
8 452 (5.23%) SQL Server Integration Services
9 420 (4.86%) SQL Server Reporting Services
10 416 (4.81%) Relational Database
11 398 (4.61%) MySQL
12 382 (4.42%) MongoDB
13 351 (4.06%) Apache Hive
14 301 (3.48%) BusinessObjects
15 287 (3.32%) Apache Cassandra
16 270 (3.12%) SQL Server Analysis Services
17 226 (2.62%) PostgreSQL
18 175 (2.03%) Power BI
19 174 (2.01%) RDBMS
20 164 (1.90%) SQL Server 2008
Development Applications
1 385 (4.46%) Git (software)
2 191 (2.21%) Jenkins
3 162 (1.87%) JIRA
4 112 (1.30%) Subversion
5 103 (1.19%) Visual Studio
6 92 (1.06%) Talend Open Studio
7 89 (1.03%) Team Foundation Server
8 78 (0.90%) Vagrant
9 72 (0.83%) JUnit
10 67 (0.78%) Axure RP
11 66 (0.76%) TeamCity
12 59 (0.68%) Grunt
13 52 (0.60%) Selenium
14 51 (0.59%) Hudson
15 38 (0.44%) Maven
16 35 (0.41%) Eclipse
17 34 (0.39%) Appium
17 34 (0.39%) Octopus Deploy
18 33 (0.38%) Calabash
19 31 (0.36%) NUnit
General
1 2267 (26.24%) Finance
2 1700 (19.67%) Marketing
3 718 (8.31%) Retail
4 571 (6.61%) Banking
5 336 (3.89%) Telecoms
6 291 (3.37%) Advertising
7 247 (2.86%) Games
8 184 (2.13%) Legal
9 175 (2.03%) Investment Banking
10 163 (1.89%) Front Office
11 155 (1.79%) Publishing
12 152 (1.76%) Manufacturing
13 115 (1.33%) Law
14 111 (1.28%) Pharmaceutical
15 87 (1.01%) Financial Institution
16 81 (0.94%) Electronics
17 58 (0.67%) French Language
18 57 (0.66%) Back Office
19 43 (0.50%) Retail Banking
20 38 (0.44%) Automotive
Job Titles
1 1987 (23.00%) Developer
2 1522 (17.61%) Analyst
3 716 (8.29%) Consultant
4 697 (8.07%) Architect
5 521 (6.03%) Data Scientist
6 401 (4.64%) Data Analyst
7 378 (4.37%) Java Developer
8 350 (4.05%) Data Architect
9 335 (3.88%) Senior Developer
10 279 (3.23%) Business Analyst
11 247 (2.86%) Business Intelligence Developer
12 234 (2.71%) SQL Developer
13 224 (2.59%) C# Developer
14 219 (2.53%) Analytics Manager
14 219 (2.53%) Solutions Architect
15 209 (2.42%) JavaScript Developer
16 197 (2.28%) Senior Manager
17 195 (2.26%) Project Manager
18 194 (2.25%) Software Engineer
19 193 (2.23%) Data Manager
Libraries, Frameworks & Software Standards
1 1081 (12.51%) HTML
2 891 (10.31%) CSS
3 710 (8.22%) .NET
4 469 (5.43%) Web Services
5 420 (4.86%) HTML5
6 403 (4.66%) jQuery
7 367 (4.25%) XML
8 329 (3.81%) AngularJS
9 261 (3.02%) ASP.NET
10 258 (2.99%) CSS3
11 242 (2.80%) JSON
12 239 (2.77%) Spring
13 220 (2.55%) RESTful
14 214 (2.48%) REST
15 209 (2.42%) Node.js
16 171 (1.98%) ASP.NET MVC
17 156 (1.81%) Natural Language Processing
18 150 (1.74%) SOAP
19 148 (1.71%) D3.js
20 138 (1.60%) Hibernate
Miscellaneous
1 1979 (22.90%) Analytical Skills
2 1005 (11.63%) Computer Science
3 994 (11.50%) Visualisation
4 714 (8.26%) Mathematics
5 608 (7.04%) Statistics
6 602 (6.97%) User Experience
7 492 (5.69%) Management Information System
8 439 (5.08%) Algorithms
9 385 (4.46%) Mobile App
10 320 (3.70%) Social Media
11 251 (2.90%) Data Integration
12 185 (2.14%) Physics
13 150 (1.74%) Fintech
14 147 (1.70%) Data Structures
15 144 (1.67%) Derivative
16 138 (1.60%) Artificial Intelligence
17 137 (1.59%) Credit Risk
17 137 (1.59%) Economics
18 103 (1.19%) Data Centre
18 103 (1.19%) Enterprise Software
Operating Systems
1 689 (7.97%) Linux
2 524 (6.06%) Windows
3 302 (3.49%) Unix
4 219 (2.53%) Android
5 208 (2.41%) Apple iOS
6 167 (1.93%) Windows Server
7 76 (0.88%) Windows Server 2008
8 62 (0.72%) CentOS
9 58 (0.67%) Windows Server 2012
10 55 (0.64%) Red Hat Enterprise Linux
11 46 (0.53%) Ubuntu
12 40 (0.46%) Mac OS X
13 37 (0.43%) Windows Server 2003
14 24 (0.28%) Solaris
15 18 (0.21%) Windows 10
16 16 (0.19%) Windows Phone
17 13 (0.15%) AIX
18 11 (0.13%) Windows 7
19 9 (0.10%) Windows 8
20 8 (0.093%) HPUX
Processes & Methodologies
1 2260 (26.15%) Data Analytics
2 2204 (25.51%) Business Intelligence
3 2044 (23.65%) Agile Software Development
4 903 (10.45%) ETL
5 828 (9.58%) E-Commerce
6 811 (9.39%) Machine Learning
7 635 (7.35%) Data Management
8 633 (7.33%) Project Management
9 627 (7.26%) Data Analysis
10 617 (7.14%) Data Modelling
10 617 (7.14%) Stakeholder Management
11 615 (7.12%) Software Engineering
12 535 (6.19%) Data Visualisation
13 525 (6.08%) SEO
14 517 (5.98%) CRM
15 509 (5.89%) Scrum
16 496 (5.74%) Web Analytics
17 466 (5.39%) Digital Marketing
18 381 (4.41%) Web Development
19 379 (4.39%) Big Data Analytics
Programming Languages
1 2706 (31.32%) SQL
2 1412 (16.34%) Java
3 1386 (16.04%) Python
4 1217 (14.08%) JavaScript
5 779 (9.02%) R
6 733 (8.48%) C#
7 524 (6.06%) C++
8 459 (5.31%) Scala
9 309 (3.58%) PHP
10 269 (3.11%) T-SQL
11 217 (2.51%) MATLAB
12 201 (2.33%) VBA
13 195 (2.26%) C
14 193 (2.23%) Ruby
15 190 (2.20%) Perl
16 147 (1.70%) PL/SQL
17 116 (1.34%) PowerShell
18 115 (1.33%) Bash Shell
19 102 (1.18%) Clojure
20 98 (1.13%) VB
Qualifications
1 1817 (21.03%) Degree
2 378 (4.37%) PhD
3 272 (3.15%) Security Cleared
4 141 (1.63%) CISSP
5 128 (1.48%) SC Cleared
6 64 (0.74%) SANS
7 63 (0.73%) CISM
8 62 (0.72%) PMI Certification
9 53 (0.61%) DV Cleared
10 41 (0.47%) CISA
10 41 (0.47%) Cisco Certification
10 41 (0.47%) GIAC
11 39 (0.45%) Microsoft Certification
12 38 (0.44%) MBA
13 36 (0.42%) PRINCE2 Certification
14 30 (0.35%) PMP
15 25 (0.29%) ISEB
16 23 (0.27%) GCIH
17 21 (0.24%) (ISC)2 CCSP
17 21 (0.24%) CCSP
Quality Assurance & Compliance
1 409 (4.73%) Data Quality
2 387 (4.48%) QA
3 108 (1.25%) SLA
4 62 (0.72%) ISO/IEC 27001
5 54 (0.62%) PCI DSS
6 42 (0.49%) MiFID
7 26 (0.30%) EMIR
8 22 (0.25%) Dodd-Frank
9 18 (0.21%) COBIT
9 18 (0.21%) FATCA
10 14 (0.16%) HL7
11 13 (0.15%) Solvency II
12 11 (0.13%) Actionable Recommendations
13 10 (0.12%) ISO 9000
14 9 (0.10%) ISO 9001
14 9 (0.10%) PMBOK
14 9 (0.10%) WAI
15 8 (0.093%) GCP
16 7 (0.081%) HMG Security Policy Framework
16 7 (0.081%) ISO 14001
System Software
1 172 (1.99%) Active Directory
2 137 (1.59%) VMware Infrastructure
3 135 (1.56%) Docker
4 97 (1.12%) HDFS
5 68 (0.79%) Virtual Machines
6 49 (0.57%) Hyper-V
7 42 (0.49%) Apache ZooKeeper
7 42 (0.49%) VirtualBox
8 35 (0.41%) Apache Flume
9 23 (0.27%) vCloud
10 18 (0.21%) XenApp
11 17 (0.20%) Oracle RAC
12 15 (0.17%) Snort
13 11 (0.13%) Firmware
14 9 (0.10%) KVM
14 9 (0.10%) Xen
15 8 (0.093%) Virtual Servers
15 8 (0.093%) vSphere
16 7 (0.081%) Microsoft App-V
17 6 (0.069%) Cygwin
Systems Management
1 135 (1.56%) Puppet
2 114 (1.32%) Opscode Chef
3 74 (0.86%) Ansible
4 55 (0.64%) Nagios
5 43 (0.50%) Control-M
6 30 (0.35%) Hadoop YARN
7 27 (0.31%) Host Intrusion Detection System
7 27 (0.31%) Oozie
8 24 (0.28%) HP Quality Center
9 21 (0.24%) Ambari
10 20 (0.23%) ServiceCenter
11 18 (0.21%) Microsoft Clustering
11 18 (0.21%) SCCM
11 18 (0.21%) SCOM
12 16 (0.19%) Failover Clustering
13 15 (0.17%) QRadar
14 14 (0.16%) HAProxy
14 14 (0.16%) Kubernetes
15 12 (0.14%) DatAdvantage
15 12 (0.14%) Salt
Vendors
1 1119 (12.95%) Google
2 991 (11.47%) Oracle
3 908 (10.51%) Microsoft
4 748 (8.66%) Tableau
5 401 (4.64%) SAP
6 351 (4.06%) Adobe
7 311 (3.60%) Informatica
8 296 (3.43%) IBM
9 216 (2.50%) Cognos
10 169 (1.96%) VMware
11 168 (1.94%) Salesforce.com
12 154 (1.78%) Cloudera
13 146 (1.69%) Facebook
14 133 (1.54%) MicroStrategy
15 121 (1.40%) Twitter
16 114 (1.32%) Hortonworks
17 112 (1.30%) Teradata
18 106 (1.23%) Netezza
19 97 (1.12%) Omniture
20 92 (1.06%) Ab Initio
London
Oliver Bernard
Salary: £45000 - £55000 per annum + Benefits + bonus
Posted: 12 hours ago
Salford, Lancashire
Uniting Ambition
Salary: £20k - 25k per year
Posted: 20 hours ago
London
Lawrence Harvey Enterprise
Salary: £70000 - £100000 per annum + bonus + benefits
Posted: 20 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 18 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £70000.00 - £90000.00 per annum
Posted: 13 hours ago
North West
Parallel Consulting
Salary: £30000 - £55000 per annum
Posted: 17 hours ago
London
Xcede
Posted: 14 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum
Posted: 13 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 13 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 21 hours ago
London
Burns Sheehan
Salary: £70000 - £90000 per annum
Posted: 13 hours ago
Birmingham, West Midlands (County)
Lorien Resourcing
Salary: £40000 - £50000 per annum + Bonus + Benefits
Posted: 12 hours ago
City, London
Net Talent
Salary: £35000 - £70000 per annum + Benefits
Posted: 20 hours ago
South East London
Profile 29 Limited
Salary: From £40,000 to £60,000 per annum (neg.) + benefits (see advert)
Posted: 17 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 11 hours ago
Cambridgeshire
X4 Group
Salary: Market related
Posted: 18 hours ago
London
Venturi
Salary: £45000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 18 hours ago
Oxford, Oxfordshire
Corriculo
Salary: From £45,000 to £65,000 per annum
Posted: 13 hours ago
Central London / West End
Cognizant
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: £450 - £550 per Day
Posted: 15 hours ago
South West London
Energon People
Salary: £100000.00 - £130000.00 per annum + benefits + bonus
Posted: 13 hours ago
Reading, Berkshire
EXCELerate
Salary: £70,000 per annum 20% Bonus, Car, Healthcare, Benefits
Posted: 20 hours ago
Ipswich, Suffolk
Vantage Recruitment Solutions Ltd
Salary: Up to £55,000 per annum + £5k bonus + benefits package
Posted: 19 hours ago
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: 20 hours ago
North London
Understanding Recruitment
Salary: £30000 - £36000 per annum + Benefits
Posted: 2 days ago
London
onezeero.
Salary: £70000 - £80000 per annum + Car/Bonus
Posted: 20 hours ago
London
Venturi
Salary: £90000.00 - £130000.00 per annum + Bonus & Benefits
Posted: 18 hours ago
City, London
Empiric.com
Salary: From £50,000 to £60,000 per annum + Bonus (15%) + Benefits
Posted: 15 hours ago
Birmingham, West Midlands (County)
onezeero.
Salary: £45000 - £155000 per annum
Posted: 14 hours ago
Oxford, Oxfordshire
Corriculo
Salary: From £45,000 to £65,000 per annum
Posted: 13 hours ago