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 15 April 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
15 Apr 2014
Same period 2013 Same period 2012
Data Mining
Rank 376 416 401
Rank change year-on-year
+40 -15
Permanent jobs citing Data Mining 756 573 640
As % of all permanent IT jobs located in England 0.67% 0.55% 0.54%
As % of the Database & Business Intelligence category 2.12% 1.70% 1.78%
Number of salaries quoted 656 472 540
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,850 £32,500 £29,000
10% offered a salary of more than £80,000 £72,500 £67,500
UK excluding London average salary £40,000 £40,000 £43,740
% change year-on-year
- -8.54%
Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
35671 33756 36022
As % of all permanent IT jobs located in England 31.61% 32.13% 30.39%
Number of salaries quoted 30481 29544 32126
Average salary £45,000 £43,000 £42,500
Average salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £67,500 £65,000 £65,000
UK excluding London average salary £40,000 £39,250 £37,500
% change year-on-year
+1.91% +4.66%
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 15 April 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 15 April 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
(Click each for more statistics)
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
Find
Job
Vacancies
London +61 511 £57,500 +9.52% 68
South East -27 89 £47,500 +15.85% 9
East of England +32 70 £40,000 +21.21% 10
Yorkshire -35 37 £31,500 -5.97%
West Midlands +10 21 £40,000 +5.26% 3
North West -1 15 £42,500 -16.25% 3
South West -12 7 £41,000 -8.88% 3
East Midlands -23 4 £75,000 +100.00% 3
North East -7 2 £55,000 +15.78%
Midlands - 2 £40,000 - 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 15 April 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.

1 649 (49.20%) SQL
2 461 (34.95%) Finance
3 446 (33.81%) Analytics
4 401 (30.40%) Business Intelligence
5 362 (27.45%) Degree
6 331 (25.09%) Data Warehouse
7 302 (22.90%) SQL Server
8 264 (20.02%) Data Analysis
9 262 (19.86%) ETL
10 258 (19.56%) Java
11 238 (18.04%) MS Excel
12 233 (17.66%) Microsoft
13 230 (17.44%) SQL Server Reporting Services
14 227 (17.21%) SAS
15 208 (15.77%) SQL Server Integration Services
16 207 (15.69%) Big Data
17 202 (15.31%) Statistics
18 192 (14.56%) Oracle
19 190 (14.40%) Python
20 183 (13.87%) Hadoop
21 179 (13.57%) Data Modelling
22 171 (12.96%) SQL Server Analysis Services
23 167 (12.66%) Relational Database
24 166 (12.59%) R
25 161 (12.21%) Computer Science
26 158 (11.98%) Retail
27 156 (11.83%) Mathematics
28 155 (11.75%) C#
28 155 (11.75%) SPSS
29 151 (11.45%) Marketing

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 15 April 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
1 227 (17.21%) SAS
2 48 (3.64%) SharePoint
3 38 (2.88%) Apache Pig
4 33 (2.50%) WebSphere
5 27 (2.05%) Apache
6 25 (1.90%) Tornado
7 22 (1.67%) Apache Solr
8 19 (1.44%) SharePoint Server
9 17 (1.29%) Node.js
10 15 (1.14%) BizTalk Server
11 10 (0.76%) WebLogic
11 10 (0.76%) GlassFish
12 9 (0.68%) Elasticsearch
13 8 (0.61%) IIS
13 8 (0.61%) CMS
14 6 (0.45%) IBM Notes
15 5 (0.38%) SharePoint 2013
15 5 (0.38%) SharePoint 2010
15 5 (0.38%) Confluence
16 4 (0.30%) Tomcat
Applications
1 238 (18.04%) MS Excel
2 155 (11.75%) SPSS
3 93 (7.05%) MS Office
4 35 (2.65%) MS PowerPoint
5 32 (2.43%) MS Visio
6 17 (1.29%) CPLEX
7 12 (0.91%) FastStats
8 10 (0.76%) PowerPivot
9 7 (0.53%) MS Project
10 5 (0.38%) Spreadsheet
11 3 (0.23%) Stata
12 2 (0.15%) Photoshop
12 2 (0.15%) Mathematica
13 1 (0.076%) Weka
Business Applications
1 15 (1.14%) Cognos TM1
2 14 (1.06%) Dynamics CRM
3 8 (0.61%) Google Analytics
4 7 (0.53%) Cognos Business Intelligence
5 6 (0.45%) Oracle EBS
5 6 (0.45%) Eagle PACE
6 5 (0.38%) Oracle Payables
6 5 (0.38%) Oracle Financials
7 4 (0.30%) HFM
8 3 (0.23%) Hyperion Planning
8 3 (0.23%) Dynamics NAV
8 3 (0.23%) Sage 200
9 2 (0.15%) Oracle CRM
9 2 (0.15%) Oracle EBS R12
9 2 (0.15%) Dynamics AX
9 2 (0.15%) Eagle STAR
10 1 (0.076%) Oracle Subledger Accounting
10 1 (0.076%) Remedy ITSM
10 1 (0.076%) Visualfiles
10 1 (0.076%) SAP Business One
Cloud Services
1 28 (2.12%) Amazon AWS
2 26 (1.97%) Cloud Computing
3 20 (1.52%) Amazon EC2
4 19 (1.44%) Amazon EMR
5 13 (0.99%) SaaS
6 4 (0.30%) GitHub
7 3 (0.23%) Microsoft Azure
7 3 (0.23%) Heroku
8 2 (0.15%) Amazon S3
8 2 (0.15%) Google Apps
9 1 (0.076%) SuccessFactors
9 1 (0.076%) Office 365
9 1 (0.076%) Amazon SQS
Communications & Networking
1 30 (2.27%) Internet
2 9 (0.68%) Broadband
3 6 (0.45%) HTTP
4 5 (0.38%) Network Security
4 5 (0.38%) TCP/IP
4 5 (0.38%) SAN
5 4 (0.30%) FTP
5 4 (0.30%) WAN
6 3 (0.23%) Firewall
6 3 (0.23%) SMTP
6 3 (0.23%) ATM
6 3 (0.23%) LAN
6 3 (0.23%) Ethernet
6 3 (0.23%) DNS
6 3 (0.23%) Intranet
7 2 (0.15%) VPN
7 2 (0.15%) SMS
7 2 (0.15%) GSM
7 2 (0.15%) VoIP
7 2 (0.15%) DHCP
Database & Business Intelligence
1 331 (25.09%) Data Warehouse
2 302 (22.90%) SQL Server
3 230 (17.44%) SQL Server Reporting Services
4 208 (15.77%) SQL Server Integration Services
5 207 (15.69%) Big Data
6 183 (13.87%) Hadoop
7 171 (12.96%) SQL Server Analysis Services
8 167 (12.66%) Relational Database
9 115 (8.72%) SQL Server 2008
10 95 (7.20%) OLAP
11 80 (6.07%) NoSQL
12 68 (5.16%) MySQL
13 59 (4.47%) QlikView
14 58 (4.40%) Apache Hive
14 58 (4.40%) Oracle Database
15 56 (4.25%) MongoDB
16 55 (4.17%) SQL Server 2005
17 44 (3.34%) Apache Cassandra
18 42 (3.18%) MS Access
19 39 (2.96%) Crystal Reports
Development Applications
1 18 (1.36%) Subversion
2 17 (1.29%) JUnit
3 15 (1.14%) Talend Open Studio
3 15 (1.14%) Maven
4 12 (0.91%) Visual Studio
5 11 (0.83%) Git (software)
5 11 (0.83%) Ant
5 11 (0.83%) Eclipse
6 9 (0.68%) JIRA
7 8 (0.61%) Oracle Forms
7 8 (0.61%) Gradle
7 8 (0.61%) Jenkins
7 8 (0.61%) SpecFlow
8 6 (0.45%) ClearCase
8 6 (0.45%) MSTest
8 6 (0.45%) Cucumber
9 5 (0.38%) TestDirector
10 4 (0.30%) Hudson
11 3 (0.23%) Oracle APEX
11 3 (0.23%) Eclipse RCP
General
1 461 (34.95%) Finance
2 158 (11.98%) Retail
3 151 (11.45%) Marketing
4 118 (8.95%) Banking
5 93 (7.05%) Telecoms
6 54 (4.09%) Advertising
7 44 (3.34%) Investment Banking
8 34 (2.58%) Back Office
9 30 (2.27%) Games
10 28 (2.12%) Front Office
11 22 (1.67%) Pharmaceutical
12 18 (1.36%) Financial Institution
13 14 (1.06%) Manufacturing
13 14 (1.06%) German Language
14 13 (0.99%) Billing
14 13 (0.99%) Legal
15 12 (0.91%) Retail Banking
16 11 (0.83%) Automotive
17 8 (0.61%) Corporate Banking
18 7 (0.53%) French Language
Job Titles
1 455 (34.50%) Analyst
2 317 (24.03%) Developer
3 151 (11.45%) Business Analyst
4 129 (9.78%) Architect
5 120 (9.10%) Data Analyst
6 112 (8.49%) Consultant
7 109 (8.26%) Data Scientist
8 67 (5.08%) Business Intelligence Developer
9 65 (4.93%) Senior Analyst
10 56 (4.25%) Senior Developer
11 50 (3.79%) Business Consultant
12 49 (3.71%) Java Developer
12 49 (3.71%) Business Intelligence Analyst
13 48 (3.64%) Python Developer
13 48 (3.64%) Software Developer
14 46 (3.49%) Systems Analyst
15 44 (3.34%) Business Intelligence Consultant
16 42 (3.18%) Business Developer
17 41 (3.11%) Data Architect
18 39 (2.96%) Solutions Architect
Libraries, Frameworks & Software Standards
1 141 (10.69%) .NET
2 80 (6.07%) MapReduce
3 79 (5.99%) HTML
4 76 (5.76%) XML
5 65 (4.93%) Web Services
6 45 (3.41%) HTML5
6 45 (3.41%) MDX
7 37 (2.81%) J2EE
8 36 (2.73%) CSS
9 33 (2.50%) Hibernate
10 31 (2.35%) ASP.NET
11 30 (2.27%) jQuery
12 27 (2.05%) SOAP
12 27 (2.05%) Spring
13 26 (1.97%) JMS
14 25 (1.90%) REST
15 23 (1.74%) Ajax
16 22 (1.67%) NumPy
17 21 (1.59%) RESTful
18 20 (1.52%) Natural Language Processing
Miscellaneous
1 202 (15.31%) Statistics
2 161 (12.21%) Computer Science
3 156 (11.83%) Mathematics
4 128 (9.70%) Visualisation
5 85 (6.44%) Management Information System
6 62 (4.70%) Machine Learning
7 52 (3.94%) Economics
8 49 (3.71%) Open Source
9 46 (3.49%) Artificial Intelligence
9 46 (3.49%) Neural Network
10 39 (2.96%) Data Integration
11 30 (2.27%) Physics
12 28 (2.12%) Derivative
13 25 (1.90%) NHS
13 25 (1.90%) Enterprise Software
14 24 (1.82%) Grid Computing
15 21 (1.59%) Digital Media
16 18 (1.36%) Social Media
17 17 (1.29%) Applied Mathematics
18 16 (1.21%) Credit Risk
Operating Systems
1 87 (6.60%) Linux
2 80 (6.07%) UNIX
3 63 (4.78%) Windows
4 12 (0.91%) Android
5 7 (0.53%) Apple iOS
6 6 (0.45%) zOS
7 4 (0.30%) Windows Server 2008
8 3 (0.23%) Windows 7
8 3 (0.23%) Solaris
8 3 (0.23%) Windows XP
9 2 (0.15%) Windows Server 2003
9 2 (0.15%) NetWare
9 2 (0.15%) SUSE
9 2 (0.15%) Red Hat Enterprise Linux
9 2 (0.15%) Windows Phone
10 1 (0.076%) Windows 8
10 1 (0.076%) Windows Server 2012
10 1 (0.076%) Fedora
10 1 (0.076%) Mac OS X
Processes & Methodologies
1 446 (33.81%) Analytics
2 401 (30.40%) Business Intelligence
3 264 (20.02%) Data Analysis
4 262 (19.86%) ETL
5 179 (13.57%) Data Modelling
6 141 (10.69%) CRM
7 114 (8.64%) Data Management
8 100 (7.58%) Project Management
9 89 (6.75%) E-Commerce
10 82 (6.22%) Agile Software Development
11 81 (6.14%) Performance Tuning
12 76 (5.76%) Predictive Modelling
13 74 (5.61%) OO
14 72 (5.46%) Business Analysis
15 67 (5.08%) Statistical Analysis
16 66 (5.00%) Software Engineering
16 66 (5.00%) ERP
17 63 (4.78%) Information Management
18 59 (4.47%) UML
19 58 (4.40%) Migration
Programming Languages
1 649 (49.20%) SQL
2 258 (19.56%) Java
3 190 (14.40%) Python
4 166 (12.59%) R
5 155 (11.75%) C#
6 146 (11.07%) T-SQL
7 125 (9.48%) VBA
8 118 (8.95%) C++
9 76 (5.76%) VB
10 73 (5.53%) Perl
11 68 (5.16%) JavaScript
12 56 (4.25%) PL/SQL
13 51 (3.87%) MATLAB
14 48 (3.64%) PHP
15 41 (3.11%) Scala
16 33 (2.50%) Clojure
17 30 (2.27%) C
18 28 (2.12%) VBScript
19 24 (1.82%) Shell Script
20 21 (1.59%) VB.NET
Qualifications
1 362 (27.45%) Degree
2 107 (8.11%) PhD
3 33 (2.50%) Security Cleared
4 16 (1.21%) SC Cleared
5 13 (0.99%) Microsoft Certification
6 9 (0.68%) MCITP
7 8 (0.61%) CISSP
8 7 (0.53%) CITP
8 7 (0.53%) MCDBA
8 7 (0.53%) MCP
8 7 (0.53%) MCSD
8 7 (0.53%) PRINCE2 Certification
9 6 (0.45%) DV Cleared
10 5 (0.38%) CFA
11 4 (0.30%) Citrix Certification
11 4 (0.30%) Cisco Certification
11 4 (0.30%) CCNP
11 4 (0.30%) CCNA
11 4 (0.30%) CCIA
12 3 (0.23%) Chartered Engineer
Quality Assurance & Compliance
1 55 (4.17%) QA
2 29 (2.20%) Data Quality
3 14 (1.06%) ISO/IEC 27001
4 13 (0.99%) ISO 9001
5 11 (0.83%) COBIT
6 5 (0.38%) SLA
7 3 (0.23%) Solvency II
7 3 (0.23%) ISO 9000
7 3 (0.23%) Basel II
8 2 (0.15%) ISO 14001
8 2 (0.15%) Basel III
8 2 (0.15%) CRD IV
9 1 (0.076%) PCI DSS
System Software
1 16 (1.21%) Apache Flume
2 13 (0.99%) Active Directory
3 6 (0.45%) Oracle RAC
4 5 (0.38%) VMware Infrastructure
4 5 (0.38%) XenApp
5 4 (0.30%) Oracle RMAN
5 4 (0.30%) Microsoft App-V
5 4 (0.30%) XenServer
5 4 (0.30%) XenDesktop
5 4 (0.30%) Hyper-V
6 3 (0.23%) VMware ESX
7 2 (0.15%) Novell eDirectory
8 1 (0.076%) VirtualBox
Systems Management
1 16 (1.21%) Opscode Chef
2 6 (0.45%) Systems Management Server (SMS)
3 4 (0.30%) Tivoli
4 3 (0.23%) Nagios
5 2 (0.15%) ZENworks
5 2 (0.15%) ARCserve
5 2 (0.15%) HP SIM
5 2 (0.15%) BladeLogic
5 2 (0.15%) Oracle EDQ
6 1 (0.076%) Vagrant
6 1 (0.076%) SCDPM
6 1 (0.076%) Backup Exec
Vendors
1 233 (17.66%) Microsoft
2 192 (14.56%) Oracle
3 115 (8.72%) Business Objects
4 66 (5.00%) Tableau
5 61 (4.62%) Cognos
6 54 (4.09%) SAP
7 43 (3.26%) Informatica
8 35 (2.65%) IBM
9 26 (1.97%) MicroStrategy
10 24 (1.82%) Google
11 23 (1.74%) Teradata
12 22 (1.67%) Salesforce.com
13 19 (1.44%) Ab Initio
14 18 (1.36%) Siebel
15 17 (1.29%) Netezza
16 15 (1.14%) Talend
16 15 (1.14%) Hitachi
17 14 (1.06%) Alterian
18 11 (0.83%) JBoss
18 11 (0.83%) Hyperion
London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum
Posted: 13 hours ago
Central London / West End
Totaljobs Group.
Salary: Competitive Salary, plus 29 days Holiday and Group Pension
Posted: 13 hours ago
City, London
Experis IT
Salary: £60000 - £80000 per annum + package
Posted: 14 hours ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Benefits + 15% Bonus
Posted: 14 hours ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £35000 - £45000 per annum + benefits (bonus)
Posted: 15 hours ago
Cambridge, Cambridgeshire
ECM Selection Ltd
Salary: c£50,000 DOE + Package
Posted: 16 hours ago
London
Accenture
Salary: From £43,000 to £118,000 per annum + Benefits
Posted: 16 hours ago
London
Accenture
Posted: 19 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 19 hours ago
West London
Technology Resourcing
Salary: £30000.00 - £45000.00 per annum + big company benefits
Posted: Yesterday
North West London
Understanding Recruitment
Salary: £75000 - £85000 per annum + Health, Pension
Posted: Yesterday
London
Aimia
Salary: competitive
Posted: Yesterday
London
Careerwise UK Limited
Salary: £180000 per annum + benefits
Posted: Yesterday
London
Ashdown IT
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
London
Ashdown IT
Salary: £50000 - £60000 per annum + Bonus & Benefits
Posted: Yesterday
London
Oho Group Ltd.
Salary: £30000 to £60000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Oho Group Ltd.
Salary: £30000 to £70000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Thales
Posted: 3 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: £55000 - £60000 per annum + car + bonus
Posted: 4 days ago