The table below looks at the statistics 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 2 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Oct 2014
Same period 2013 Same period 2012
Data Mining
Rank 420 426 374
Rank change year-on-year
+6 -52
Permanent jobs citing Data Mining 608 541 732
As % of all permanent IT jobs located in England 0.57% 0.55% 0.68%
As % of the Database & Business Intelligence category 1.87% 1.73% 2.16%
Number of salaries quoted 501 475 641
Average salary £45,000 £46,500 £45,000
Average salary % change year-on-year
-3.22% +3.33%
90% offered a salary of more than £31,000 £33,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
UK

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

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
32445 31225 33914
As % of all permanent IT jobs located in England 30.41% 31.54% 31.34%
Number of salaries quoted 27571 27349 29967
Average salary £45,000 £45,000 £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 £67,500 £65,000 £65,000
UK excluding London average salary £40,000 £40,000 £40,000

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 2 October 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 2 October 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 -18 321 £55,000 +10.00% 52
North West +26 84 £38,500 -23.00% 6
South East -28 76 £50,000 +17.64% 9
East of England +27 65 £42,500 +15.64% 8
Yorkshire -46 21 £38,500 +4.05% 6
East Midlands +5 18 £45,000 +22.44% 2
South West -6 13 £31,000 -22.50% 3
West Midlands -27 9 £37,500 -6.25% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 2 October 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.

1 769 (57.05%) SQL
2 439 (32.57%) Analytical Skills
3 409 (30.34%) Analytics
4 399 (29.60%) Business Intelligence
5 396 (29.38%) Finance
6 359 (26.63%) Degree
7 352 (26.11%) SQL Server
8 313 (23.22%) Data Warehouse
9 298 (22.11%) Java
10 282 (20.92%) Data Analysis
11 280 (20.77%) MS Excel
12 251 (18.62%) ETL
13 233 (17.28%) SAS
14 223 (16.54%) Microsoft
15 218 (16.17%) Oracle
16 216 (16.02%) Big Data
17 215 (15.95%) Relational Database
18 213 (15.80%) SQL Server Integration Services
19 212 (15.73%) CRM
20 210 (15.58%) SQL Server Reporting Services
21 204 (15.13%) Statistics
22 184 (13.65%) Mathematics
23 183 (13.58%) SQL Server Analysis Services
24 182 (13.50%) Computer Science
24 182 (13.50%) Marketing
25 180 (13.35%) Python
26 170 (12.61%) R
27 168 (12.46%) Retail
28 162 (12.02%) Agile Software Development
29 161 (11.94%) Hadoop

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 2 October 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
1 233 (17.28%) SAS
2 51 (3.78%) Apache Pig
3 43 (3.19%) WebSphere
4 41 (3.04%) SharePoint
5 36 (2.67%) WebLogic
6 31 (2.30%) Apache Solr
7 30 (2.23%) Tomcat
7 30 (2.23%) GlassFish
8 12 (0.89%) Apache
9 11 (0.82%) BizTalk Server
10 9 (0.67%) IIS
10 9 (0.67%) Oracle Coherence
10 9 (0.67%) Oracle Workflow
11 8 (0.59%) SharePoint Server
11 8 (0.59%) TIBCO EMS
12 6 (0.45%) Tornado
13 5 (0.37%) Apache Spark
13 5 (0.37%) CMS
14 3 (0.22%) Node.js
15 2 (0.15%) SharePoint 2010
Applications
1 280 (20.77%) MS Excel
2 157 (11.65%) SPSS
3 72 (5.34%) MS Office
4 51 (3.78%) Spreadsheet
5 30 (2.23%) CPLEX
6 25 (1.85%) MS PowerPoint
7 23 (1.71%) PowerPivot
8 11 (0.82%) MS Visio
9 10 (0.74%) FastStats
10 5 (0.37%) Stata
11 4 (0.30%) Mathematica
11 4 (0.30%) Photoshop
11 4 (0.30%) MS Project
12 1 (0.074%) Adobe Illustrator
12 1 (0.074%) S-PLUS
Business Applications
1 33 (2.45%) Google Analytics
2 13 (0.96%) Dynamics CRM
3 10 (0.74%) Markit EDM
4 8 (0.59%) Dynamics NAV
5 7 (0.52%) SAP Business One
6 4 (0.30%) Line 500
6 4 (0.30%) HFM
7 3 (0.22%) Oracle EBS
7 3 (0.22%) SAP InfiniteInsight
8 2 (0.15%) Cognos TM1
8 2 (0.15%) SAP Oil and Gas
8 2 (0.15%) WebTrends
8 2 (0.15%) Oracle Subledger Accounting
8 2 (0.15%) Hyperion Planning
8 2 (0.15%) Oracle General Ledger
8 2 (0.15%) Oracle EBS R12
9 1 (0.074%) Magento
9 1 (0.074%) SAP BPC
9 1 (0.074%) SiteCatalyst
9 1 (0.074%) Temenos T24
Cloud Services
1 53 (3.93%) SaaS
2 25 (1.85%) Cloud Computing
3 11 (0.82%) Amazon AWS
4 8 (0.59%) Amazon EC2
4 8 (0.59%) Amazon EMR
5 3 (0.22%) Office 365
5 3 (0.22%) Amazon S3
6 2 (0.15%) Trello
7 1 (0.074%) Microsoft Azure
Communications & Networking
1 22 (1.63%) Internet
2 10 (0.74%) Wireless
3 9 (0.67%) Broadband
3 9 (0.67%) HTTP
4 8 (0.59%) WAN
4 8 (0.59%) Network Security
5 7 (0.52%) ATM
6 5 (0.37%) Firewall
7 4 (0.30%) TCP/IP
7 4 (0.30%) SMS
7 4 (0.30%) AMQP
8 3 (0.22%) DMVPN
8 3 (0.22%) VoIP
8 3 (0.22%) LAN
8 3 (0.22%) VPN
8 3 (0.22%) Wi-Fi
8 3 (0.22%) 3G
8 3 (0.22%) SAN
9 2 (0.15%) Intranet
10 1 (0.074%) FTP
Database & Business Intelligence
1 352 (26.11%) SQL Server
2 313 (23.22%) Data Warehouse
3 216 (16.02%) Big Data
4 215 (15.95%) Relational Database
5 213 (15.80%) SQL Server Integration Services
6 210 (15.58%) SQL Server Reporting Services
7 183 (13.58%) SQL Server Analysis Services
8 161 (11.94%) Hadoop
9 96 (7.12%) OLAP
10 85 (6.31%) MySQL
11 79 (5.86%) QlikView
12 74 (5.49%) SQL Server 2008
13 71 (5.27%) NoSQL
14 52 (3.86%) Apache Hive
15 51 (3.78%) RDBMS
16 46 (3.41%) MongoDB
17 33 (2.45%) Oracle Database
18 32 (2.37%) SQL Server 2012
18 32 (2.37%) MS Access
19 31 (2.30%) DB2
Development Applications
1 54 (4.01%) Subversion
2 42 (3.12%) Eclipse
3 40 (2.97%) Maven
4 37 (2.74%) Ant
5 31 (2.30%) Gradle
6 29 (2.15%) Team Foundation Server
7 25 (1.85%) JUnit
8 22 (1.63%) NetBeans
9 19 (1.41%) Visual Studio
10 18 (1.34%) Oracle Forms
11 13 (0.96%) Git (software)
12 10 (0.74%) CruiseControl
13 9 (0.67%) Hudson
14 8 (0.59%) ClearCase
14 8 (0.59%) JIRA
15 7 (0.52%) Jenkins
15 7 (0.52%) Talend Open Studio
16 6 (0.45%) SQL Server Management Studio (SSMS)
16 6 (0.45%) ProC
17 5 (0.37%) Oracle APEX
General
1 396 (29.38%) Finance
2 182 (13.50%) Marketing
3 168 (12.46%) Retail
4 136 (10.09%) Banking
5 69 (5.12%) Telecoms
6 59 (4.38%) Investment Banking
7 56 (4.15%) Advertising
8 42 (3.12%) Front Office
9 33 (2.45%) Legal
10 25 (1.85%) Pharmaceutical
11 20 (1.48%) Games
12 19 (1.41%) Automotive
13 18 (1.34%) Financial Institution
14 17 (1.26%) Law
14 17 (1.26%) Manufacturing
14 17 (1.26%) Billing
15 16 (1.19%) Publishing
15 16 (1.19%) Back Office
16 10 (0.74%) French Language
16 10 (0.74%) German Language
Job Titles
1 438 (32.49%) Analyst
2 281 (20.85%) Developer
3 159 (11.80%) Data Analyst
4 142 (10.53%) Data Scientist
5 132 (9.79%) Business Analyst
6 108 (8.01%) Consultant
7 91 (6.75%) Architect
8 70 (5.19%) Business Intelligence Developer
9 52 (3.86%) Senior Analyst
10 41 (3.04%) Java Developer
11 38 (2.82%) Solutions Architect
12 37 (2.74%) Insight Analyst
13 35 (2.60%) Software Engineer
13 35 (2.60%) Senior Developer
14 34 (2.52%) Business Intelligence Analyst
15 33 (2.45%) Support Analyst
15 33 (2.45%) SQL Developer
16 31 (2.30%) Business Intelligence Consultant
17 30 (2.23%) Systems Analyst
17 30 (2.23%) Python Developer
Libraries, Frameworks & Software Standards
1 117 (8.68%) XML
2 115 (8.53%) .NET
3 64 (4.75%) HTML
4 48 (3.56%) JSP
4 48 (3.56%) Servlets
4 48 (3.56%) Spring
5 47 (3.49%) jQuery
6 40 (2.97%) ASP.NET
7 39 (2.89%) JMS
8 36 (2.67%) Hibernate
9 34 (2.52%) Web Services
9 34 (2.52%) MDX
10 32 (2.37%) Natural Language Processing
10 32 (2.37%) CSS
10 32 (2.37%) SOAP
11 30 (2.23%) REST
12 26 (1.93%) Django
12 26 (1.93%) J2EE
13 25 (1.85%) Lucene
14 22 (1.63%) Flask
Miscellaneous
1 439 (32.57%) Analytical Skills
2 204 (15.13%) Statistics
3 184 (13.65%) Mathematics
4 182 (13.50%) Computer Science
5 149 (11.05%) Algorithms
6 142 (10.53%) Visualisation
7 78 (5.79%) Management Information System
8 60 (4.45%) Economics
9 59 (4.38%) Neural Network
10 50 (3.71%) Artificial Intelligence
11 43 (3.19%) Data Structures
12 37 (2.74%) Open Source
13 33 (2.45%) Applied Mathematics
14 31 (2.30%) Physics
15 30 (2.23%) Digital Media
16 23 (1.71%) Derivative
17 22 (1.63%) Credit Risk
18 20 (1.48%) Data Conversion
19 18 (1.34%) Foreign Exchange (FX)
20 17 (1.26%) Data Extraction
Operating Systems
1 74 (5.49%) UNIX
2 72 (5.34%) Linux
3 61 (4.53%) Windows
4 17 (1.26%) Windows Server 2008
5 8 (0.59%) Windows Server 2003
5 8 (0.59%) Apple iOS
5 8 (0.59%) Windows Server 2012
6 3 (0.22%) Windows 8
6 3 (0.22%) Android
6 3 (0.22%) Windows 7
7 1 (0.074%) Ubuntu
7 1 (0.074%) CentOS
7 1 (0.074%) Red Hat Enterprise Linux
7 1 (0.074%) Windows XP
Processes & Methodologies
1 409 (30.34%) Analytics
2 399 (29.60%) Business Intelligence
3 282 (20.92%) Data Analysis
4 251 (18.62%) ETL
5 212 (15.73%) CRM
6 162 (12.02%) Agile Software Development
7 133 (9.87%) Data Modelling
8 122 (9.05%) Project Management
9 102 (7.57%) Predictive Modelling
10 99 (7.34%) Data Management
11 87 (6.45%) Machine Learning
12 86 (6.38%) ITIL
13 84 (6.23%) E-Commerce
14 79 (5.86%) Business Analysis
15 75 (5.56%) OO
16 74 (5.49%) Software Engineering
17 71 (5.27%) Performance Tuning
18 64 (4.75%) Kimball Methodology
19 54 (4.01%) Statistical Analysis
20 53 (3.93%) Campaign Management
Programming Languages
1 769 (57.05%) SQL
2 298 (22.11%) Java
3 180 (13.35%) Python
4 170 (12.61%) R
5 132 (9.79%) C#
6 131 (9.72%) T-SQL
7 109 (8.09%) C++
8 94 (6.97%) VBA
9 85 (6.31%) MATLAB
10 78 (5.79%) PL/SQL
11 75 (5.56%) JavaScript
12 67 (4.97%) VB
13 39 (2.89%) PHP
14 31 (2.30%) Perl
15 30 (2.23%) Ruby
16 24 (1.78%) Scala
17 22 (1.63%) Clojure
18 21 (1.56%) Shell Script
19 19 (1.41%) Data Mining Extensions (DMX)
20 18 (1.34%) VB.NET
Qualifications
1 359 (26.63%) Degree
2 78 (5.79%) PhD
3 29 (2.15%) Security Cleared
4 25 (1.85%) SC Cleared
5 15 (1.11%) Microsoft Certification
6 12 (0.89%) ISEB
7 8 (0.59%) CISSP
7 8 (0.59%) PRINCE2 Certification
7 8 (0.59%) ITIL Certification
8 7 (0.52%) Cisco Certification
8 7 (0.52%) CCNP
8 7 (0.52%) CCNA
9 4 (0.30%) MCTS
9 4 (0.30%) ISTQB
10 3 (0.22%) APMP
10 3 (0.22%) MCITP
10 3 (0.22%) MCSE
10 3 (0.22%) PMP
10 3 (0.22%) PMI Certification
11 2 (0.15%) CISA
Quality Assurance & Compliance
1 48 (3.56%) QA
2 23 (1.71%) SLA
3 16 (1.19%) Basel II
4 14 (1.04%) ISO/IEC 27001
5 13 (0.96%) Data Quality
6 12 (0.89%) ISO 9001
7 4 (0.30%) PCI DSS
7 4 (0.30%) GCP
7 4 (0.30%) GMP
7 4 (0.30%) GLP
8 3 (0.22%) CDISC
9 2 (0.15%) Basel III
9 2 (0.15%) EMIR
9 2 (0.15%) Dodd-Frank
10 1 (0.074%) Solvency II
10 1 (0.074%) COBIT
10 1 (0.074%) ISO 9000
10 1 (0.074%) GAAP
10 1 (0.074%) Sarbanes-Oxley
System Software
1 21 (1.56%) Active Directory
2 10 (0.74%) HDFS
3 5 (0.37%) Apache Flume
4 4 (0.30%) Oracle RAC
5 3 (0.22%) VirtualBox
6 2 (0.15%) Firmware
7 1 (0.074%) Snort
7 1 (0.074%) Hyper-V
7 1 (0.074%) vSphere
7 1 (0.074%) Docker
Systems Management
1 5 (0.37%) Opscode Chef
2 3 (0.22%) Vagrant
2 3 (0.22%) Control-M
3 2 (0.15%) Nagios
4 1 (0.074%) Cacti
4 1 (0.074%) Puppet
4 1 (0.074%) Systems Management Server (SMS)
4 1 (0.074%) Ansible
Vendors
1 223 (16.54%) Microsoft
2 218 (16.17%) Oracle
3 78 (5.79%) Tableau
4 75 (5.56%) Business Objects
5 52 (3.86%) SAP
6 44 (3.26%) Google
7 36 (2.67%) JBoss
8 29 (2.15%) Teradata
9 26 (1.93%) Cognos
10 22 (1.63%) Sybase
10 22 (1.63%) Jaspersoft
11 20 (1.48%) IBM
12 18 (1.34%) Informatica
13 15 (1.11%) Salesforce.com
13 15 (1.11%) TIBCO
13 15 (1.11%) Netezza
14 14 (1.04%) MicroStrategy
15 11 (0.82%) Coremetrics
16 10 (0.74%) Omniture
17 9 (0.67%) Facebook
Abingdon, Oxfordshire
PMC retail
Salary: Unspecified Competitive plus excellent benefits
Posted: 3 hours ago
Twickenham, Middlesex
Testing Circle Ltd
Salary: From £30,000 to £50,000 per annum
Posted: 6 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 6 hours ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 6 hours ago
East Grinstead, West Sussex
Gold Group
Salary: £40000 - £60000 per annum + benefits
Posted: 22 hours ago
Cambridge, Cambridgeshire
Salt
Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
Posted: 23 hours ago
East London
Roc Search
Salary: £50000 - £65000 per annum + benefits
Posted: Yesterday
Richmond, Surrey
Graze.com
Salary: Unspecified Competitive Salary with Benefits, Equity and Graze boxes!
Posted: Yesterday
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: Yesterday
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: Yesterday
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: Yesterday
Milton Keynes, Buckinghamshire
Understanding Recruitment
Salary: £40000 - £45000 per annum + benefits (bonus)
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £50000 to £60000 per annum - Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: Yesterday
West London
WEX Europe Ltd
Posted: Yesterday
Leeds, West Yorkshire
Churchill Frank
Salary: £24000 - £33000 per annum + Fantastic Benefits
Posted: Yesterday
West London
Xist4 IT Recruitment
Salary: £50-65,000 + Bens
Posted: Yesterday
Central London / West End
JWResource
Salary: From £45,000 to £55,000 per annum plus excellent benefits 15% bonus et
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 2 days ago