The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cambridge region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 112 106 112
Rank change year-on-year
-6 +6
Permanent jobs citing Data Mining 8 5 16
As % of all permanent IT jobs located in Cambridge 0.46% 0.32% 0.80%
As % of the Database & Business Intelligence category 1.75% 1.15% 2.64%
Number of salaries quoted 8 5 15
Average salary £37,500 £40,000 £45,000
Average salary % change year-on-year
-6.25% -11.11%
90% offered a salary of more than £35,700 £30,300 £32,325
10% offered a salary of more than £53,250 £42,800 £47,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
Cambridgeshire

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 Cambridge region.

Database & Business Intelligence Category
Cambridge
Permanent IT job ads with a match in the
Database & Business Intelligence category
457 436 606
As % of all permanent IT jobs located in Cambridge 26.00% 27.88% 30.44%
Number of salaries quoted 370 403 531
Average salary £41,500 £42,500 £40,000
Average salary % change year-on-year
-2.35% +6.25%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £50,000 £50,000 £55,000
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

Data Mining
Jobs Demand Trend in Cambridge

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

Data Mining Jobs Demand Trend in Cambridge

Data Mining
Salary Trend in Cambridge

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

Data Mining Salary Trend in Cambridge

Data Mining
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Data Mining across the Cambridge region over the 3 months to 19 September 2014.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 19 September 2014, IT jobs across the Cambridge 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 19 (55.88%) Degree
2 17 (50.00%) Analytical Skills
3 15 (44.12%) Java
4 14 (41.18%) Computer Science
4 14 (41.18%) Mathematics
5 13 (38.24%) Statistics
5 13 (38.24%) C++
5 13 (38.24%) .NET
6 12 (35.29%) C#
6 12 (35.29%) ASP.NET
6 12 (35.29%) Physics
6 12 (35.29%) Signal Processing
6 12 (35.29%) Machine Learning
7 9 (26.47%) Information Management
8 7 (20.59%) MS Excel
8 7 (20.59%) Finance
9 6 (17.65%) SQL
9 6 (17.65%) Telecoms
9 6 (17.65%) Life Science
9 6 (17.65%) Bayesian Methods
10 5 (14.71%) Information Assurance
10 5 (14.71%) IT Governance
10 5 (14.71%) Incident Management
10 5 (14.71%) ISO/IEC 27001
10 5 (14.71%) Business Continuity
10 5 (14.71%) SQL Server
10 5 (14.71%) Crystal Reports
10 5 (14.71%) MS Office
10 5 (14.71%) ITIL
10 5 (14.71%) Information Security

Data Mining
Top Related IT Skills in Cambridge by Category

For the 6 months to 19 September 2014, IT jobs across the Cambridge 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 1 (2.94%) SharePoint
1 1 (2.94%) SAS
1 1 (2.94%) SharePoint 2010
1 1 (2.94%) MediaWiki
1 1 (2.94%) Apache Pig
Applications
1 7 (20.59%) MS Excel
2 5 (14.71%) MS Office
3 1 (2.94%) SPSS
Business Applications
1 1 (2.94%) Dynamics NAV
Cloud Services
1 1 (2.94%) Google Apps
Database & Business Intelligence
1 5 (14.71%) SQL Server
1 5 (14.71%) Crystal Reports
2 4 (11.76%) OLAP
2 4 (11.76%) Microsoft Analysis Services
2 4 (11.76%) SQL Server Analysis Services
3 3 (8.82%) MS Access
3 3 (8.82%) Relational Database
4 2 (5.88%) Text Mining
5 1 (2.94%) Hadoop
5 1 (2.94%) Apache Hive
5 1 (2.94%) SQL Server 2012
5 1 (2.94%) MySQL
Development Applications
1 1 (2.94%) JUnit
1 1 (2.94%) Visual Studio
1 1 (2.94%) Eclipse
1 1 (2.94%) Bugzilla
1 1 (2.94%) Talend Open Studio
1 1 (2.94%) Mercurial
1 1 (2.94%) GCC
1 1 (2.94%) SCons
1 1 (2.94%) GoogleTest
General
1 7 (20.59%) Finance
2 6 (17.65%) Telecoms
3 5 (14.71%) Legal
3 5 (14.71%) Advertising
4 4 (11.76%) Military
4 4 (11.76%) Pharmaceutical
4 4 (11.76%) Aerospace
4 4 (11.76%) Marketing
4 4 (11.76%) French Language
4 4 (11.76%) German Language
4 4 (11.76%) Italian Language
4 4 (11.76%) Spanish Language
5 2 (5.88%) Banking
6 1 (2.94%) Games
Job Titles
1 12 (35.29%) Data Scientist
2 6 (17.65%) Research Scientist
3 5 (14.71%) Head of IT Security
3 5 (14.71%) Head of IT
3 5 (14.71%) Head of Security
3 5 (14.71%) Analyst
4 4 (11.76%) Business Performance Analyst
4 4 (11.76%) Business Analyst
4 4 (11.76%) Data Manager
4 4 (11.76%) Performance Analyst
5 3 (8.82%) Developer
6 1 (2.94%) DBA
6 1 (2.94%) Senior Developer
6 1 (2.94%) Data Analyst
6 1 (2.94%) SQL Developer
6 1 (2.94%) Technical Specialist
6 1 (2.94%) SQL DBA
6 1 (2.94%) Senior Software Developer
6 1 (2.94%) Software Developer
Libraries, Frameworks & Software Standards
1 13 (38.24%) .NET
2 12 (35.29%) ASP.NET
3 2 (5.88%) HTML
4 1 (2.94%) ADO.NET
4 1 (2.94%) CSS
4 1 (2.94%) Web Services
4 1 (2.94%) XML
4 1 (2.94%) ODBC
4 1 (2.94%) jQuery
4 1 (2.94%) RESTful
4 1 (2.94%) HTML5
Miscellaneous
1 17 (50.00%) Analytical Skills
2 14 (41.18%) Mathematics
2 14 (41.18%) Computer Science
3 13 (38.24%) Statistics
4 12 (35.29%) Physics
5 6 (17.65%) Life Science
6 5 (14.71%) Management Information System
7 4 (11.76%) Chip and PIN
8 2 (5.88%) Visualisation
9 1 (2.94%) Grid Computing
9 1 (2.94%) Economics
9 1 (2.94%) Informatics
9 1 (2.94%) Data Extraction
9 1 (2.94%) Semantic Web
Operating Systems
1 2 (5.88%) Windows
1 2 (5.88%) Linux
2 1 (2.94%) Windows Server 2003
2 1 (2.94%) Windows Server 2008
Processes & Methodologies
1 12 (35.29%) Signal Processing
1 12 (35.29%) Machine Learning
2 9 (26.47%) Information Management
3 6 (17.65%) Bayesian Methods
4 5 (14.71%) Incident Management
4 5 (14.71%) IT Governance
4 5 (14.71%) Information Assurance
4 5 (14.71%) Business Continuity
4 5 (14.71%) Information Security
4 5 (14.71%) ITIL
4 5 (14.71%) Business Intelligence
4 5 (14.71%) Data Security
5 4 (11.76%) Validation
5 4 (11.76%) GAP Analysis
5 4 (11.76%) CRM
5 4 (11.76%) Data Analysis
5 4 (11.76%) Data Management
5 4 (11.76%) Time Management
5 4 (11.76%) Communications Security
5 4 (11.76%) Data Protection
Programming Languages
1 15 (44.12%) Java
2 13 (38.24%) C++
3 12 (35.29%) C#
4 6 (17.65%) SQL
5 4 (11.76%) VBA
5 4 (11.76%) Python
6 2 (5.88%) C
6 2 (5.88%) JavaScript
7 1 (2.94%) Perl
7 1 (2.94%) Ruby
7 1 (2.94%) R
7 1 (2.94%) T-SQL
Qualifications
1 19 (55.88%) Degree
2 4 (11.76%) SC Cleared
2 4 (11.76%) Security Cleared
3 3 (8.82%) PhD
4 2 (5.88%) Postgraduate
Quality Assurance & Compliance
1 5 (14.71%) ISO 9001
1 5 (14.71%) ISO/IEC 27001
2 4 (11.76%) PCI DSS
2 4 (11.76%) SLA
2 4 (11.76%) GCP
2 4 (11.76%) GMP
2 4 (11.76%) GLP
Vendors
1 5 (14.71%) Microsoft
2 4 (11.76%) Salesforce.com
3 1 (2.94%) Google
3 1 (2.94%) Tableau
3 1 (2.94%) Talend
3 1 (2.94%) MicroStrategy
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Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
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