The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cambridgeshire 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 120 127 138
Rank change year-on-year
+7 +11
Permanent jobs citing Data Mining 16 7 24
As % of all permanent IT jobs located in Cambridgeshire 0.66% 0.31% 0.80%
As % of the Database & Business Intelligence category 2.51% 1.14% 2.59%
Number of salaries quoted 15 7 17
Average salary £45,000 £41,250 £45,000
Average salary % change year-on-year
+9.09% -8.33%
90% offered a salary of more than £34,500 £33,525 £28,875
10% offered a salary of more than £60,000 £42,650 £47,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
East of England

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 Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
638 614 927
As % of all permanent IT jobs located in Cambridgeshire 26.27% 27.36% 31.03%
Number of salaries quoted 523 555 818
Average salary £41,000 £40,000 £40,000
Average salary % change year-on-year
+2.50% -
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £55,000 £57,500 £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 Cambridgeshire

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

Data Mining Jobs Demand Trend in Cambridgeshire

Data Mining
Salary Trend in Cambridgeshire

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

Data Mining Salary Trend in Cambridgeshire

Data Mining
Salary Histogram in Cambridgeshire

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

Data Mining Salary Histogram in Cambridgeshire

Data Mining
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 19 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
Cambridge -6 8 £37,500 -6.25% 3
Peterborough +5 2 £46,250 +25.85% 1
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 19 September 2014, IT jobs across the Cambridgeshire 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 20 (43.48%) Degree
2 19 (41.30%) Analytical Skills
3 16 (34.78%) Mathematics
3 16 (34.78%) .NET
4 15 (32.61%) C#
4 15 (32.61%) Java
4 15 (32.61%) Statistics
5 14 (30.43%) Computer Science
5 14 (30.43%) SQL
6 13 (28.26%) C++
6 13 (28.26%) Business Intelligence
6 13 (28.26%) Machine Learning
7 12 (26.09%) Signal Processing
7 12 (26.09%) ASP.NET
7 12 (26.09%) Physics
7 12 (26.09%) SQL Server Analysis Services
8 11 (23.91%) SQL Server
8 11 (23.91%) Finance
9 10 (21.74%) OLAP
9 10 (21.74%) Information Management
10 9 (19.57%) T-SQL
11 8 (17.39%) MS Excel
11 8 (17.39%) ETL
11 8 (17.39%) SQL Server Integration Services
12 7 (15.22%) Hadoop
12 7 (15.22%) Microsoft Analysis Services
12 7 (15.22%) Information Security
12 7 (15.22%) Agile Software Development
12 7 (15.22%) E-Commerce
12 7 (15.22%) Data Modelling

Data Mining
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 19 September 2014, IT jobs across the Cambridgeshire 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 3 (6.52%) SAS
2 1 (2.17%) SharePoint 2010
2 1 (2.17%) MediaWiki
2 1 (2.17%) Apache Pig
2 1 (2.17%) SharePoint
Applications
1 8 (17.39%) MS Excel
2 6 (13.04%) MS Office
3 2 (4.35%) SPSS
4 1 (2.17%) MS PowerPoint
Business Applications
1 1 (2.17%) Dynamics NAV
Cloud Services
1 1 (2.17%) Google Apps
Database & Business Intelligence
1 12 (26.09%) SQL Server Analysis Services
2 11 (23.91%) SQL Server
3 10 (21.74%) OLAP
4 8 (17.39%) SQL Server Integration Services
5 7 (15.22%) Hadoop
5 7 (15.22%) Microsoft Analysis Services
6 6 (13.04%) SQL Server Reporting Services
6 6 (13.04%) Big Data
7 5 (10.87%) Data Warehouse
7 5 (10.87%) Crystal Reports
8 3 (6.52%) MS Access
8 3 (6.52%) OLTP
8 3 (6.52%) SQL Server 2005
8 3 (6.52%) MongoDB
8 3 (6.52%) NoSQL
8 3 (6.52%) RavenDB
8 3 (6.52%) SQL Server 2008
8 3 (6.52%) Relational Database
9 2 (4.35%) Text Mining
10 1 (2.17%) Apache Hive
Development Applications
1 1 (2.17%) JUnit
1 1 (2.17%) Visual Studio
1 1 (2.17%) Eclipse
1 1 (2.17%) Bugzilla
1 1 (2.17%) Talend Open Studio
1 1 (2.17%) Mercurial
1 1 (2.17%) GCC
1 1 (2.17%) SCons
1 1 (2.17%) GoogleTest
General
1 11 (23.91%) Finance
2 6 (13.04%) Telecoms
2 6 (13.04%) Legal
2 6 (13.04%) Retail
3 5 (10.87%) Advertising
4 4 (8.70%) Military
4 4 (8.70%) Pharmaceutical
4 4 (8.70%) Aerospace
4 4 (8.70%) Marketing
4 4 (8.70%) French Language
4 4 (8.70%) German Language
4 4 (8.70%) Italian Language
4 4 (8.70%) Spanish Language
5 2 (4.35%) Banking
5 2 (4.35%) Games
Job Titles
1 13 (28.26%) Data Scientist
2 11 (23.91%) Developer
3 8 (17.39%) Business Intelligence Developer
4 6 (13.04%) Head of Security
4 6 (13.04%) Analyst
4 6 (13.04%) Research Scientist
4 6 (13.04%) Head of IT
4 6 (13.04%) Head of IT Security
5 4 (8.70%) Data Manager
5 4 (8.70%) Performance Analyst
5 4 (8.70%) Software Developer
5 4 (8.70%) Business Analyst
5 4 (8.70%) Senior Developer
5 4 (8.70%) Business Performance Analyst
6 3 (6.52%) Senior Software Engineer
6 3 (6.52%) Software Engineer
6 3 (6.52%) Business Developer
6 3 (6.52%) Senior Business Intelligence Developer
7 1 (2.17%) DBA
7 1 (2.17%) Programmer
Libraries, Frameworks & Software Standards
1 16 (34.78%) .NET
2 12 (26.09%) ASP.NET
3 2 (4.35%) HTML
4 1 (2.17%) ADO.NET
4 1 (2.17%) CSS
4 1 (2.17%) Web Services
4 1 (2.17%) XML
4 1 (2.17%) ODBC
4 1 (2.17%) jQuery
4 1 (2.17%) RESTful
4 1 (2.17%) HTML5
Miscellaneous
1 19 (41.30%) Analytical Skills
2 16 (34.78%) Mathematics
3 15 (32.61%) Statistics
4 14 (30.43%) Computer Science
5 12 (26.09%) Physics
6 6 (13.04%) Life Science
6 6 (13.04%) Management Information System
7 4 (8.70%) Chip and PIN
8 2 (4.35%) Visualisation
9 1 (2.17%) Grid Computing
9 1 (2.17%) Economics
9 1 (2.17%) Informatics
9 1 (2.17%) Data Extraction
9 1 (2.17%) Semantic Web
Operating Systems
1 2 (4.35%) Windows
1 2 (4.35%) Linux
2 1 (2.17%) Windows Server 2003
2 1 (2.17%) Windows Server 2008
Processes & Methodologies
1 13 (28.26%) Business Intelligence
1 13 (28.26%) Machine Learning
2 12 (26.09%) Signal Processing
3 10 (21.74%) Information Management
4 8 (17.39%) ETL
5 7 (15.22%) Information Security
5 7 (15.22%) Agile Software Development
5 7 (15.22%) Data Modelling
5 7 (15.22%) E-Commerce
5 7 (15.22%) Bayesian Methods
6 6 (13.04%) ITIL
6 6 (13.04%) Data Security
6 6 (13.04%) Business Continuity
6 6 (13.04%) Incident Management
6 6 (13.04%) IT Governance
6 6 (13.04%) Information Assurance
7 5 (10.87%) Software Engineering
7 5 (10.87%) Data Analysis
8 4 (8.70%) Time Management
8 4 (8.70%) Communications Security
Programming Languages
1 15 (32.61%) C#
1 15 (32.61%) Java
2 14 (30.43%) SQL
3 13 (28.26%) C++
4 9 (19.57%) T-SQL
5 4 (8.70%) VBA
5 4 (8.70%) Python
6 2 (4.35%) JavaScript
6 2 (4.35%) C
6 2 (4.35%) R
7 1 (2.17%) Perl
7 1 (2.17%) Ruby
Qualifications
1 20 (43.48%) Degree
2 4 (8.70%) SC Cleared
2 4 (8.70%) Security Cleared
3 3 (6.52%) PhD
4 2 (4.35%) Postgraduate
Quality Assurance & Compliance
1 6 (13.04%) ISO 9001
1 6 (13.04%) ISO/IEC 27001
2 4 (8.70%) PCI DSS
2 4 (8.70%) SLA
2 4 (8.70%) GCP
2 4 (8.70%) GMP
2 4 (8.70%) GLP
System Software
1 6 (13.04%) HDFS
Vendors
1 5 (10.87%) Microsoft
2 4 (8.70%) Salesforce.com
3 1 (2.17%) Google
3 1 (2.17%) Tableau
3 1 (2.17%) Talend
3 1 (2.17%) MicroStrategy
Cambridge, Cambridgeshire
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Salary: £40000 - £60000 per annum + Bonus + Excellent Benefits
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