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 16 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
16 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 411 414 381
Rank change year-on-year
+3 -33
Permanent jobs citing Data Mining 613 550 704
As % of all permanent IT jobs located in England 0.58% 0.55% 0.63%
As % of the Database & Business Intelligence category 1.88% 1.75% 2.03%
Number of salaries quoted 496 474 614
Average salary £45,000 £47,150 £45,000
Average salary % change year-on-year
-4.55% +4.77%
90% offered a salary of more than £30,050 £34,000 £30,000
10% offered a salary of more than £70,000 £67,500 £67,500
UK excluding London average salary £42,500 £42,750 £40,000
% change year-on-year
-0.58% +6.87%
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
32664 31342 34743
As % of all permanent IT jobs located in England 30.65% 31.51% 31.24%
Number of salaries quoted 27745 27394 30829
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 16 September 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 16 September 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 -7 323 £55,000 +10.00% 54
North West +28 85 £38,500 -30.00% 7
South East -57 78 £45,000 +9.75% 11
East of England +17 67 £42,500 +6.25% 7
South West -8 20 £35,000 -12.50% 1
West Midlands -9 14 £37,500 +10.29% 2
East Midlands -13 13 £41,250 +3.12% 2
Yorkshire -52 12 £30,750 -14.58% 6
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 16 September 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.

1 803 (57.98%) SQL
2 441 (31.84%) Analytical Skills
3 423 (30.54%) Business Intelligence
4 419 (30.25%) Finance
5 417 (30.11%) Analytics
6 388 (28.01%) Degree
7 361 (26.06%) SQL Server
8 327 (23.61%) Data Warehouse
9 313 (22.60%) Java
10 295 (21.30%) MS Excel
11 286 (20.65%) Data Analysis
12 266 (19.21%) ETL
13 241 (17.40%) Microsoft
14 236 (17.04%) SAS
15 225 (16.25%) Big Data
16 221 (15.96%) SQL Server Integration Services
17 219 (15.81%) Relational Database
18 216 (15.60%) CRM
19 214 (15.45%) SQL Server Reporting Services
20 206 (14.87%) Statistics
21 205 (14.80%) Oracle
22 196 (14.15%) SQL Server Analysis Services
23 194 (14.01%) Python
24 192 (13.86%) Mathematics
25 190 (13.72%) Computer Science
26 180 (13.00%) Retail
27 179 (12.92%) Marketing
28 167 (12.06%) Hadoop
29 160 (11.55%) Agile Software Development
29 160 (11.55%) R

Data Mining
Top Related IT Skills in England by Category

For the 6 months to 16 September 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
1 236 (17.04%) SAS
2 51 (3.68%) Apache Pig
3 43 (3.10%) WebSphere
4 36 (2.60%) SharePoint
5 35 (2.53%) Apache Solr
6 34 (2.45%) WebLogic
7 30 (2.17%) GlassFish
8 27 (1.95%) Tomcat
9 19 (1.37%) BizTalk Server
10 15 (1.08%) Apache
11 11 (0.79%) Tornado
12 9 (0.65%) Oracle Workflow
12 9 (0.65%) IIS
13 8 (0.58%) TIBCO EMS
13 8 (0.58%) SharePoint Server
14 4 (0.29%) CMS
15 3 (0.22%) Gentran
16 2 (0.14%) IBM Notes
16 2 (0.14%) SharePoint 2010
17 1 (0.072%) MediaWiki
Applications
1 295 (21.30%) MS Excel
2 144 (10.40%) SPSS
3 71 (5.13%) MS Office
4 53 (3.83%) Spreadsheet
5 28 (2.02%) CPLEX
6 26 (1.88%) MS PowerPoint
7 19 (1.37%) PowerPivot
8 10 (0.72%) FastStats
9 7 (0.51%) MS Visio
10 4 (0.29%) MS Project
10 4 (0.29%) Mathematica
11 3 (0.22%) Photoshop
12 2 (0.14%) Stata
13 1 (0.072%) S-PLUS
Business Applications
1 35 (2.53%) Google Analytics
2 11 (0.79%) Dynamics NAV
2 11 (0.79%) Dynamics CRM
3 9 (0.65%) Markit EDM
4 7 (0.51%) SAP Business One
5 5 (0.36%) Cognos TM1
6 4 (0.29%) Line 500
7 3 (0.22%) Sage 200
7 3 (0.22%) HFM
8 2 (0.14%) WebTrends
8 2 (0.14%) Oracle EBS
8 2 (0.14%) Oracle CRM
8 2 (0.14%) Eagle PACE
8 2 (0.14%) Magento
8 2 (0.14%) Oracle EBS R12
8 2 (0.14%) Oracle General Ledger
8 2 (0.14%) Oracle Subledger Accounting
9 1 (0.072%) SiteCatalyst
9 1 (0.072%) SAP BPC
9 1 (0.072%) Temenos T24
Cloud Services
1 52 (3.75%) SaaS
2 28 (2.02%) Cloud Computing
3 14 (1.01%) Amazon AWS
4 10 (0.72%) Amazon EC2
5 9 (0.65%) Amazon EMR
6 4 (0.29%) Amazon S3
7 3 (0.22%) Office 365
8 2 (0.14%) Trello
9 1 (0.072%) ElastiCache
9 1 (0.072%) Amazon ElastiCache
9 1 (0.072%) Google Apps
9 1 (0.072%) Amazon SQS
Communications & Networking
1 24 (1.73%) Internet
2 10 (0.72%) Wireless
2 10 (0.72%) Network Security
3 9 (0.65%) Broadband
3 9 (0.65%) HTTP
4 8 (0.58%) ATM
4 8 (0.58%) WAN
5 6 (0.43%) SMS
5 6 (0.43%) TCP/IP
6 5 (0.36%) Firewall
7 4 (0.29%) VoIP
7 4 (0.29%) AMQP
8 3 (0.22%) DMVPN
8 3 (0.22%) Wi-Fi
8 3 (0.22%) SAN
8 3 (0.22%) 3G
8 3 (0.22%) LAN
8 3 (0.22%) VPN
9 2 (0.14%) Intranet
10 1 (0.072%) Wireshark
Database & Business Intelligence
1 361 (26.06%) SQL Server
2 327 (23.61%) Data Warehouse
3 225 (16.25%) Big Data
4 221 (15.96%) SQL Server Integration Services
5 219 (15.81%) Relational Database
6 214 (15.45%) SQL Server Reporting Services
7 196 (14.15%) SQL Server Analysis Services
8 167 (12.06%) Hadoop
9 106 (7.65%) OLAP
10 90 (6.50%) MySQL
11 87 (6.28%) SQL Server 2008
12 78 (5.63%) QlikView
13 76 (5.49%) NoSQL
14 58 (4.19%) Apache Hive
15 55 (3.97%) RDBMS
16 49 (3.54%) MongoDB
17 35 (2.53%) SQL Server 2005
18 33 (2.38%) DB2
18 33 (2.38%) Oracle Database
19 32 (2.31%) Text Mining
Development Applications
1 54 (3.90%) Subversion
2 42 (3.03%) Eclipse
3 40 (2.89%) Maven
4 37 (2.67%) Ant
5 31 (2.24%) Gradle
6 27 (1.95%) Team Foundation Server
7 26 (1.88%) JUnit
8 22 (1.59%) NetBeans
9 20 (1.44%) Visual Studio
10 19 (1.37%) Oracle Forms
11 16 (1.16%) Git (software)
12 10 (0.72%) ClearCase
12 10 (0.72%) CruiseControl
13 9 (0.65%) Hudson
14 8 (0.58%) JIRA
15 7 (0.51%) Jenkins
15 7 (0.51%) Talend Open Studio
16 6 (0.43%) ProC
17 5 (0.36%) Selenium
17 5 (0.36%) Oracle APEX
General
1 419 (30.25%) Finance
2 180 (13.00%) Retail
3 179 (12.92%) Marketing
4 143 (10.32%) Banking
5 75 (5.42%) Telecoms
6 70 (5.05%) Investment Banking
7 64 (4.62%) Advertising
8 41 (2.96%) Front Office
9 33 (2.38%) Pharmaceutical
10 31 (2.24%) Legal
11 25 (1.81%) Games
12 23 (1.66%) Back Office
13 22 (1.59%) Financial Institution
14 19 (1.37%) Automotive
15 18 (1.30%) Manufacturing
15 18 (1.30%) Publishing
16 16 (1.16%) Billing
17 15 (1.08%) Law
18 10 (0.72%) German Language
19 9 (0.65%) French Language
Job Titles
1 443 (31.99%) Analyst
2 289 (20.87%) Developer
3 161 (11.62%) Data Analyst
4 145 (10.47%) Data Scientist
5 133 (9.60%) Business Analyst
6 113 (8.16%) Consultant
7 99 (7.15%) Architect
8 72 (5.20%) Business Intelligence Developer
9 54 (3.90%) Senior Analyst
10 40 (2.89%) Python Developer
10 40 (2.89%) Senior Developer
11 38 (2.74%) Insight Analyst
11 38 (2.74%) Java Developer
11 38 (2.74%) Solutions Architect
12 36 (2.60%) Support Analyst
13 35 (2.53%) Software Engineer
14 34 (2.45%) Business Intelligence Consultant
15 31 (2.24%) Business Intelligence Analyst
15 31 (2.24%) Business Developer
15 31 (2.24%) DBA
Libraries, Frameworks & Software Standards
1 119 (8.59%) XML
2 117 (8.45%) .NET
3 65 (4.69%) HTML
4 53 (3.83%) Spring
5 47 (3.39%) jQuery
5 47 (3.39%) Servlets
6 46 (3.32%) JSP
7 44 (3.18%) JMS
8 41 (2.96%) ASP.NET
8 41 (2.96%) Hibernate
9 39 (2.82%) Web Services
9 39 (2.82%) MDX
10 36 (2.60%) Natural Language Processing
11 32 (2.31%) SOAP
11 32 (2.31%) CSS
12 31 (2.24%) J2EE
12 31 (2.24%) Django
12 31 (2.24%) REST
13 28 (2.02%) Lucene
14 26 (1.88%) Flask
Miscellaneous
1 441 (31.84%) Analytical Skills
2 206 (14.87%) Statistics
3 192 (13.86%) Mathematics
4 190 (13.72%) Computer Science
5 144 (10.40%) Visualisation
6 79 (5.70%) Management Information System
7 62 (4.48%) Economics
8 57 (4.12%) Neural Network
9 56 (4.04%) Artificial Intelligence
10 35 (2.53%) Open Source
11 33 (2.38%) Physics
12 32 (2.31%) Applied Mathematics
13 29 (2.09%) Derivative
14 28 (2.02%) Digital Media
15 25 (1.81%) Credit Risk
16 21 (1.52%) Foreign Exchange (FX)
17 20 (1.44%) Data Integration
18 19 (1.37%) Data Extraction
18 19 (1.37%) Equities
19 18 (1.30%) Replication
Operating Systems
1 83 (5.99%) UNIX
2 82 (5.92%) Linux
3 61 (4.40%) Windows
4 15 (1.08%) Windows Server 2008
5 9 (0.65%) Apple iOS
6 8 (0.58%) Windows Server 2003
7 7 (0.51%) Windows Server 2012
8 4 (0.29%) Android
9 3 (0.22%) Windows 8
9 3 (0.22%) Windows 7
Processes & Methodologies
1 423 (30.54%) Business Intelligence
2 417 (30.11%) Analytics
3 286 (20.65%) Data Analysis
4 266 (19.21%) ETL
5 216 (15.60%) CRM
6 160 (11.55%) Agile Software Development
7 138 (9.96%) Data Modelling
8 120 (8.66%) Project Management
9 102 (7.36%) Data Management
10 101 (7.29%) Predictive Modelling
11 86 (6.21%) E-Commerce
12 84 (6.06%) Machine Learning
13 80 (5.78%) Software Engineering
14 79 (5.70%) Performance Tuning
15 75 (5.42%) Business Analysis
15 75 (5.42%) ITIL
16 72 (5.20%) OO
17 59 (4.26%) Kimball Methodology
18 56 (4.04%) MapReduce
19 53 (3.83%) Statistical Analysis
Programming Languages
1 803 (57.98%) SQL
2 313 (22.60%) Java
3 194 (14.01%) Python
4 160 (11.55%) R
5 138 (9.96%) T-SQL
6 129 (9.31%) C#
7 114 (8.23%) C++
8 103 (7.44%) VBA
9 87 (6.28%) MATLAB
10 78 (5.63%) PL/SQL
11 73 (5.27%) JavaScript
11 73 (5.27%) VB
12 38 (2.74%) PHP
13 35 (2.53%) Perl
14 26 (1.88%) Scala
14 26 (1.88%) Data Mining Extensions (DMX)
15 24 (1.73%) Ruby
16 23 (1.66%) Shell Script
17 22 (1.59%) Clojure
18 21 (1.52%) C
Qualifications
1 388 (28.01%) Degree
2 83 (5.99%) PhD
3 33 (2.38%) Security Cleared
4 29 (2.09%) SC Cleared
5 18 (1.30%) Microsoft Certification
6 11 (0.79%) CISSP
7 10 (0.72%) PRINCE2 Certification
8 9 (0.65%) Cisco Certification
8 9 (0.65%) ISEB
8 9 (0.65%) CCNP
8 9 (0.65%) CCNA
9 7 (0.51%) ITIL Certification
10 5 (0.36%) MCTS
11 3 (0.22%) APMP
11 3 (0.22%) ISTQB
11 3 (0.22%) MCITP
11 3 (0.22%) MBA
11 3 (0.22%) CISA
11 3 (0.22%) PMP
11 3 (0.22%) PMI Certification
Quality Assurance & Compliance
1 54 (3.90%) QA
2 22 (1.59%) SLA
3 19 (1.37%) Data Quality
4 17 (1.23%) ISO/IEC 27001
5 15 (1.08%) Basel II
6 11 (0.79%) ISO 9001
7 4 (0.29%) GCP
7 4 (0.29%) GMP
7 4 (0.29%) GLP
7 4 (0.29%) PCI DSS
8 3 (0.22%) Basel III
8 3 (0.22%) CDISC
9 2 (0.14%) COBIT
9 2 (0.14%) CRD IV
10 1 (0.072%) EMIR
10 1 (0.072%) Dodd-Frank
10 1 (0.072%) Sarbanes-Oxley
10 1 (0.072%) GAAP
10 1 (0.072%) ISO 9000
System Software
1 23 (1.66%) Active Directory
2 10 (0.72%) HDFS
3 6 (0.43%) Apache Flume
4 3 (0.22%) VirtualBox
5 2 (0.14%) Oracle RAC
6 1 (0.072%) Hyper-V
6 1 (0.072%) Snort
Systems Management
1 6 (0.43%) Opscode Chef
2 3 (0.22%) Vagrant
3 2 (0.14%) Systems Management Server (SMS)
3 2 (0.14%) Control-M
3 2 (0.14%) Nagios
Vendors
1 241 (17.40%) Microsoft
2 205 (14.80%) Oracle
3 80 (5.78%) Business Objects
4 71 (5.13%) Tableau
5 56 (4.04%) SAP
6 46 (3.32%) Google
7 34 (2.45%) JBoss
8 29 (2.09%) Teradata
9 28 (2.02%) Cognos
10 22 (1.59%) Informatica
10 22 (1.59%) Sybase
10 22 (1.59%) Jaspersoft
11 20 (1.44%) Salesforce.com
12 19 (1.37%) IBM
13 15 (1.08%) TIBCO
14 12 (0.87%) MicroStrategy
14 12 (0.87%) Netezza
15 11 (0.79%) Coremetrics
16 10 (0.72%) Omniture
16 10 (0.72%) Birst
London
Coal IT Services
Salary: From £56,000 to £58,000 per annum + Excellent Benefits + Bonus
Posted: 2 hours ago
London
Lawrence Harvey Enterprise
Salary: £45000 - £80000 per annum + Benefits
Posted: 3 hours ago
Cambridge, Cambridgeshire
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Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
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South East
Venturi
Salary: £50000 - £85000 per annum + 15% bonus + Benefits
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Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 10 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 11 hours ago
London
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Salary: From £35,000 to £60,000 per annum + attractive benefits and extensive
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London
Lawrence Harvey Enterprise
Salary: £50000 - £90000 per annum + benefits and bonus
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London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits + bonus
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City, London
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City, London
Asset Resourcing Ltd
Salary: £65000 - £75000 per annum + bonus + health + pension + other
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Sheffield, South Yorkshire
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Salary: to £25,000 + Car + Benefits
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London
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Salary: £55000.00 - £75000.00 per annum + benefits
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South West London
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London
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Richmond, Surrey
Testing Circle Ltd
Salary: From £30,000 to £50,000 per annum
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Stevenage, Hertfordshire
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Salary: £40000 - £50000 per annum + benefits (bonus)
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