The first table below looks at the demand for Data Mining skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 24 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Database & Business Intelligence category for the England region.

Location
3 months to
24 Jul 2014
Same period 2013 Same period 2012
Data Mining
Rank 378 403 437
Rank change year-on-year
+25 +34
Permanent jobs citing Data Mining 725 572 528
As % of all permanent IT jobs located in England 0.66% 0.56% 0.47%
As % of the Database & Business Intelligence category 2.11% 1.80% 1.52%
Number of salaries quoted 602 450 447
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £30,300 £30,000
10% offered a salary of more than £80,000 £75,000 £67,500
UK excluding London average salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%
Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
34312 31803 34667
As % of all permanent IT jobs located in England 31.20% 31.22% 31.16%
Number of salaries quoted 29620 27760 30812
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London average salary £40,000 £39,000 £38,000
% change year-on-year
+2.56% +2.63%
Data Mining
UK

Data Mining
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the England region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in England

Data Mining
Salary Trend in England

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

Data Mining Salary Trend in England

Data Mining
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Mining across the England region over the 3 months to 24 July 2014.

Data Mining Salary Histogram in England

Data Mining
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the England region over the 3 months to 24 July 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +34 424 £60,000 +20.00% 40
East of England +55 91 £40,000 +14.28% 7
South East -61 79 £50,000 +21.95% 10
North West +2 41 £37,250 -31.01% 14
West Midlands +16 31 £40,000 +1.91% 1
East Midlands +4 21 £40,000 -21.18% 2
South West -12 21 £38,750 -13.88% 3
Yorkshire -47 12 £45,000 +21.62% 2
North East - 2 - - 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 24 July 2014, IT jobs across the England region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 795 (53.61%) SQL
2 486 (32.77%) Analytics
3 462 (31.15%) Finance
4 440 (29.67%) Business Intelligence
5 414 (27.92%) Degree
6 352 (23.74%) Data Warehouse
7 350 (23.60%) SQL Server
8 342 (23.06%) Java
9 299 (20.16%) ETL
10 296 (19.96%) Data Analysis
11 288 (19.42%) MS Excel
12 278 (18.75%) SAS
13 272 (18.34%) Big Data
14 265 (17.87%) Microsoft
15 237 (15.98%) Python
16 233 (15.71%) Mathematics
17 228 (15.37%) Statistics
18 223 (15.04%) SQL Server Integration Services
19 218 (14.70%) Computer Science
20 217 (14.63%) Relational Database
21 214 (14.43%) Hadoop
22 206 (13.89%) Oracle
23 205 (13.82%) SQL Server Reporting Services
24 198 (13.35%) Retail
25 194 (13.08%) R
26 192 (12.95%) SQL Server Analysis Services
27 185 (12.47%) Data Modelling
28 181 (12.20%) CRM
29 178 (12.00%) SPSS
30 172 (11.60%) Visualisation

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 24 July 2014, IT jobs across the England region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 278 (18.75%) SAS
2 52 (3.51%) Apache Pig
3 40 (2.70%) Apache Solr
4 36 (2.43%) SharePoint
4 36 (2.43%) WebSphere
5 26 (1.75%) Tomcat
6 24 (1.62%) Apache
6 24 (1.62%) WebLogic
7 23 (1.55%) BizTalk Server
8 22 (1.48%) Tornado
9 21 (1.42%) GlassFish
10 10 (0.67%) Oracle Workflow
11 9 (0.61%) CMS
11 9 (0.61%) SharePoint Server
12 8 (0.54%) TIBCO EMS
12 8 (0.54%) Node.js
12 8 (0.54%) IIS
13 7 (0.47%) SharePoint 2010
14 5 (0.34%) SharePoint 2013
14 5 (0.34%) IBM Notes
Applications
1 288 (19.42%) MS Excel
2 178 (12.00%) SPSS
3 75 (5.06%) MS Office
4 35 (2.36%) Spreadsheet
5 34 (2.29%) CPLEX
6 26 (1.75%) MS Visio
7 25 (1.69%) MS PowerPoint
8 17 (1.15%) FastStats
9 7 (0.47%) MS Project
10 4 (0.27%) PowerPivot
10 4 (0.27%) Mathematica
11 2 (0.13%) Stata
12 1 (0.067%) S-PLUS
12 1 (0.067%) Weka
Business Applications
1 22 (1.48%) Google Analytics
2 18 (1.21%) Dynamics CRM
3 11 (0.74%) Dynamics NAV
4 6 (0.40%) SAP Business One
4 6 (0.40%) Cognos TM1
5 5 (0.34%) Oracle EBS
5 5 (0.34%) HFM
5 5 (0.34%) Eagle PACE
6 4 (0.27%) SAP InfiniteInsight
6 4 (0.27%) Line 500
6 4 (0.27%) Markit EDM
6 4 (0.27%) Oracle Financials
7 3 (0.20%) Sage 200
7 3 (0.20%) Hyperion Planning
8 2 (0.13%) Eagle STAR
8 2 (0.13%) SiteCatalyst
8 2 (0.13%) SAP BPC
8 2 (0.13%) Magento
8 2 (0.13%) Oracle EBS R12
8 2 (0.13%) Oracle General Ledger
Cloud Services
1 42 (2.83%) SaaS
2 37 (2.49%) Cloud Computing
3 21 (1.42%) Amazon AWS
4 13 (0.88%) Amazon EMR
5 12 (0.81%) Amazon EC2
6 3 (0.20%) Office 365
7 2 (0.13%) Amazon S3
7 2 (0.13%) Microsoft Azure
8 1 (0.067%) ElastiCache
8 1 (0.067%) Trello
8 1 (0.067%) Amazon SQS
8 1 (0.067%) Google Apps
Communications & Networking
1 42 (2.83%) Internet
2 18 (1.21%) Broadband
3 11 (0.74%) Wireless
4 10 (0.67%) Network Security
5 8 (0.54%) TCP/IP
5 8 (0.54%) ATM
6 7 (0.47%) HTTP
7 6 (0.40%) SAN
8 5 (0.34%) WAN
8 5 (0.34%) LAN
8 5 (0.34%) Firewall
9 4 (0.27%) VoIP
9 4 (0.27%) FTP
10 3 (0.20%) SMTP
10 3 (0.20%) VPN
10 3 (0.20%) DNS
10 3 (0.20%) 3G
10 3 (0.20%) Wi-Fi
10 3 (0.20%) DMVPN
11 2 (0.13%) Intranet
Database & Business Intelligence
1 352 (23.74%) Data Warehouse
2 350 (23.60%) SQL Server
3 272 (18.34%) Big Data
4 223 (15.04%) SQL Server Integration Services
5 217 (14.63%) Relational Database
6 214 (14.43%) Hadoop
7 205 (13.82%) SQL Server Reporting Services
8 192 (12.95%) SQL Server Analysis Services
9 110 (7.42%) SQL Server 2008
10 108 (7.28%) OLAP
11 96 (6.47%) MySQL
12 92 (6.20%) NoSQL
13 75 (5.06%) QlikView
13 75 (5.06%) MongoDB
14 61 (4.11%) Apache Hive
15 53 (3.57%) SQL Server 2005
16 51 (3.44%) RDBMS
17 41 (2.76%) Oracle Database
18 37 (2.49%) Text Mining
19 35 (2.36%) MS Access
Development Applications
1 47 (3.17%) Subversion
2 32 (2.16%) JUnit
2 32 (2.16%) Eclipse
3 31 (2.09%) Maven
4 28 (1.89%) Ant
5 21 (1.42%) Gradle
6 19 (1.28%) Oracle Forms
7 17 (1.15%) Git (software)
8 16 (1.08%) Team Foundation Server
8 16 (1.08%) NetBeans
8 16 (1.08%) Visual Studio
9 11 (0.74%) Talend Open Studio
10 10 (0.67%) CruiseControl
10 10 (0.67%) ClearCase
11 9 (0.61%) Hudson
12 8 (0.54%) JIRA
13 6 (0.40%) SpecFlow
13 6 (0.40%) Cucumber
13 6 (0.40%) MSTest
14 5 (0.34%) Oracle APEX
General
1 462 (31.15%) Finance
2 198 (13.35%) Retail
3 167 (11.26%) Marketing
4 144 (9.71%) Banking
5 96 (6.47%) Telecoms
6 84 (5.66%) Advertising
7 66 (4.45%) Investment Banking
8 38 (2.56%) Pharmaceutical
9 35 (2.36%) Front Office
10 30 (2.02%) Games
10 30 (2.02%) Legal
11 24 (1.62%) Back Office
12 21 (1.42%) Financial Institution
12 21 (1.42%) Automotive
12 21 (1.42%) Publishing
13 20 (1.35%) Manufacturing
14 16 (1.08%) Law
15 14 (0.94%) German Language
16 13 (0.88%) Billing
17 9 (0.61%) French Language
Job Titles
1 473 (31.89%) Analyst
2 303 (20.43%) Developer
3 169 (11.40%) Data Scientist
4 156 (10.52%) Data Analyst
5 149 (10.05%) Business Analyst
6 146 (9.84%) Architect
7 120 (8.09%) Consultant
8 62 (4.18%) Senior Analyst
9 59 (3.98%) Business Intelligence Developer
10 54 (3.64%) Senior Developer
11 53 (3.57%) Python Developer
12 49 (3.30%) Systems Analyst
13 44 (2.97%) Solutions Architect
14 43 (2.90%) Data Architect
15 38 (2.56%) Java Developer
15 38 (2.56%) Business Consultant
16 36 (2.43%) Business Intelligence Consultant
16 36 (2.43%) Insight Analyst
17 35 (2.36%) Business Developer
17 35 (2.36%) Software Engineer
Libraries, Frameworks & Software Standards
1 124 (8.36%) .NET
2 117 (7.89%) XML
3 77 (5.19%) HTML
4 68 (4.59%) MapReduce
5 49 (3.30%) ASP.NET
5 49 (3.30%) jQuery
6 46 (3.10%) MDX
6 46 (3.10%) Spring
7 42 (2.83%) Natural Language Processing
8 41 (2.76%) Web Services
8 41 (2.76%) Servlets
9 39 (2.63%) JSP
10 37 (2.49%) REST
11 34 (2.29%) CSS
11 34 (2.29%) Django
12 33 (2.23%) SOAP
12 33 (2.23%) Hibernate
13 32 (2.16%) J2EE
13 32 (2.16%) JMS
14 28 (1.89%) Lucene
Miscellaneous
1 233 (15.71%) Mathematics
2 228 (15.37%) Statistics
3 218 (14.70%) Computer Science
4 172 (11.60%) Visualisation
5 86 (5.80%) Management Information System
6 66 (4.45%) Economics
7 63 (4.25%) Artificial Intelligence
8 60 (4.05%) Neural Network
9 41 (2.76%) Open Source
10 40 (2.70%) Physics
11 38 (2.56%) Applied Mathematics
12 34 (2.29%) Digital Media
13 31 (2.09%) Data Integration
14 30 (2.02%) Derivative
15 26 (1.75%) Enterprise Software
16 23 (1.55%) Credit Risk
17 22 (1.48%) Smartphone
18 20 (1.35%) Foreign Exchange (FX)
18 20 (1.35%) Equities
19 19 (1.28%) Grid Computing
Operating Systems
1 100 (6.74%) Linux
2 85 (5.73%) UNIX
3 62 (4.18%) Windows
4 15 (1.01%) Apple iOS
5 11 (0.74%) Windows Server 2008
6 10 (0.67%) Android
7 7 (0.47%) Windows Server 2003
8 5 (0.34%) Windows 7
9 3 (0.20%) Windows 8
10 2 (0.13%) Windows Server 2012
10 2 (0.13%) SUSE
10 2 (0.13%) NetWare
10 2 (0.13%) Windows XP
Processes & Methodologies
1 486 (32.77%) Analytics
2 440 (29.67%) Business Intelligence
3 299 (20.16%) ETL
4 296 (19.96%) Data Analysis
5 185 (12.47%) Data Modelling
6 181 (12.20%) CRM
7 127 (8.56%) Project Management
8 126 (8.50%) Data Management
9 105 (7.08%) Predictive Modelling
10 101 (6.81%) Performance Tuning
11 96 (6.47%) Agile Software Development
12 95 (6.41%) Business Analysis
13 89 (6.00%) Machine Learning
14 86 (5.80%) Software Engineering
15 79 (5.33%) E-Commerce
16 76 (5.12%) Statistical Analysis
17 70 (4.72%) OO
18 68 (4.59%) Dimensional Modelling
19 66 (4.45%) UML
20 63 (4.25%) Information Management
Programming Languages
1 795 (53.61%) SQL
2 342 (23.06%) Java
3 237 (15.98%) Python
4 194 (13.08%) R
5 162 (10.92%) T-SQL
6 140 (9.44%) C++
7 138 (9.31%) C#
8 129 (8.70%) VBA
9 99 (6.68%) MATLAB
10 72 (4.86%) VB
11 69 (4.65%) PL/SQL
12 68 (4.59%) JavaScript
13 51 (3.44%) PHP
14 50 (3.37%) Perl
15 34 (2.29%) Scala
16 30 (2.02%) VBScript
17 29 (1.96%) C
18 28 (1.89%) Shell Script
18 28 (1.89%) Clojure
19 27 (1.82%) Data Mining Extensions (DMX)
Qualifications
1 414 (27.92%) Degree
2 120 (8.09%) PhD
3 44 (2.97%) Security Cleared
4 34 (2.29%) SC Cleared
5 21 (1.42%) Microsoft Certification
6 11 (0.74%) CISSP
7 9 (0.61%) Cisco Certification
7 9 (0.61%) CCNP
7 9 (0.61%) CCNA
7 9 (0.61%) PRINCE2 Certification
8 8 (0.54%) ISEB
9 5 (0.34%) MCSE
9 5 (0.34%) MCTS
9 5 (0.34%) MCITP
10 4 (0.27%) CITP
10 4 (0.27%) DV Cleared
10 4 (0.27%) CCIA
10 4 (0.27%) Citrix Certification
10 4 (0.27%) MCSA
11 3 (0.20%) ITIL Certification
Quality Assurance & Compliance
1 56 (3.78%) QA
2 32 (2.16%) Data Quality
3 21 (1.42%) SLA
4 17 (1.15%) ISO/IEC 27001
5 9 (0.61%) Basel II
6 6 (0.40%) ISO 9001
7 4 (0.27%) COBIT
7 4 (0.27%) PCI DSS
7 4 (0.27%) GCP
7 4 (0.27%) GMP
7 4 (0.27%) GLP
8 3 (0.20%) ISO 9000
8 3 (0.20%) CDISC
9 2 (0.13%) Basel III
9 2 (0.13%) CRD IV
10 1 (0.067%) Solvency II
System Software
1 30 (2.02%) Active Directory
2 10 (0.67%) Apache Flume
3 9 (0.61%) HDFS
4 4 (0.27%) Oracle RAC
4 4 (0.27%) VMware Infrastructure
4 4 (0.27%) Hyper-V
4 4 (0.27%) XenApp
4 4 (0.27%) XenServer
4 4 (0.27%) XenDesktop
4 4 (0.27%) Microsoft App-V
5 2 (0.13%) Novell eDirectory
6 1 (0.067%) VirtualBox
Systems Management
1 10 (0.67%) Opscode Chef
2 4 (0.27%) Nagios
3 2 (0.13%) HP SIM
3 2 (0.13%) Systems Management Server (SMS)
3 2 (0.13%) ARCserve
3 2 (0.13%) ZENworks
4 1 (0.067%) Oracle EDQ
4 1 (0.067%) Vagrant
4 1 (0.067%) Control-M
Vendors
1 265 (17.87%) Microsoft
2 206 (13.89%) Oracle
3 104 (7.01%) Business Objects
4 76 (5.12%) Tableau
5 64 (4.32%) SAP
6 38 (2.56%) Cognos
7 33 (2.23%) Google
8 32 (2.16%) Informatica
9 24 (1.62%) JBoss
10 21 (1.42%) Salesforce.com
10 21 (1.42%) IBM
10 21 (1.42%) MicroStrategy
11 20 (1.35%) Sybase
12 16 (1.08%) Jaspersoft
13 14 (0.94%) Teradata
14 13 (0.88%) Alterian
15 11 (0.74%) Talend
16 10 (0.67%) Zend
16 10 (0.67%) VMware
16 10 (0.67%) TIBCO
London
Which?
Salary: Up to £35,000 per annum
Posted: 12 hours ago
Oxfordshire
Logic Engagements Ltd
Salary: £60000 - £70000 per annum + Benefits
Posted: 13 hours ago
London
Monarch Recruitment
Salary: £30000 to £55000 per annum
Posted: 14 hours ago
Kingston Upon Thames, Surrey
Unilever
Salary: Competitive
Posted: 18 hours ago
Manchester, Lancashire
boohoo.com
Posted: 18 hours ago
City, London
Robert Half
Salary: £50000 - £60000 per annum + benefits and bonus
Posted: 18 hours ago
London
Oxford Knight
Salary: Equity
Posted: 20 hours ago
Liverpool, Merseyside
Churchill Frank
Salary: £50000 - £60000 per annum + benefits
Posted: Yesterday
Manchester, Lancashire
Circle Recruitment
Salary: £25000 - £30000 per annum + Benefits
Posted: Yesterday
Redditch, Worcestershire
Halfords Autocentres
Posted: Yesterday
London
Eaglecliff
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: Yesterday
London
Hofmann Recruitment
Salary: From £40,000 to £80,000 per annum
Posted: Yesterday
Wirral, Merseyside
Rullion IT Plus
Salary: £42000 - £49000 per annum + Bonus, Pension, Healthcare
Posted: 2 days ago
City, London
Connectus
Salary: £45000 - £68000 per annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Interaction Recruitment PLC
Salary: Negotiable for the right qualified candidate
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 2 days ago
City, London
Vivid Resourcing Ltd
Salary: £50000 - £65000 per annum
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Ashdown IT
Salary: £60000 - £65000 per annum + Bonus & Benefits
Posted: 2 days ago
North West
Experis Ltd
Salary: £30000 - £44000 per annum + excellent benefits
Posted: 2 days ago