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 3 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Mar 2015
Same period 2014 Same period 2013
Data Mining
Rank 115 123 137
Rank change year-on-year
+8 +14
Permanent jobs citing Data Mining 15 15 10
As % of all permanent IT jobs located in Cambridgeshire 0.68% 0.68% 0.38%
As % of the Database & Business Intelligence category 2.67% 2.42% 1.35%
Number of salaries quoted 8 15 9
Average salary £50,000 £37,500 £40,000
Average salary % change year-on-year
+33.33% -6.25%
90% offered a salary of more than £37,500 £31,850 £36,500
10% offered a salary of more than £60,000 £48,000 £49,000
UK excluding London average salary £42,500 £37,800 £41,000
% change year-on-year
+12.43% -7.80%
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
561 619 740
As % of all permanent IT jobs located in Cambridgeshire 25.51% 27.97% 28.05%
Number of salaries quoted 470 530 674
Average salary £42,500 £40,000 £38,500
Average salary % change year-on-year
+6.25% +3.89%
90% offered a salary of more than £27,000 £29,500 £27,500
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 3 March 2015.

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 3 March 2015. 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 +8 11 £43,750 +16.66%
Peterborough - 2 £50,000 -
St Neots - 1 £50,000 -
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 3 March 2015, 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 36 (90.00%) SQL
2 33 (82.50%) Business Intelligence
3 29 (72.50%) Data Warehouse
4 28 (70.00%) ETL
5 27 (67.50%) T-SQL
6 26 (65.00%) SQL Server Integration Services
6 26 (65.00%) SQL Server Analysis Services
7 24 (60.00%) Retail
8 8 (20.00%) Degree
9 6 (15.00%) Statistics
9 6 (15.00%) Mathematics
9 6 (15.00%) VBA
9 6 (15.00%) SQL Server
10 5 (12.50%) OLAP
10 5 (12.50%) Analytics
11 4 (10.00%) Computer Science
11 4 (10.00%) SAS
11 4 (10.00%) Data Modelling
12 3 (7.50%) E-Commerce
12 3 (7.50%) Python
12 3 (7.50%) MS Excel
12 3 (7.50%) XML
12 3 (7.50%) .NET
12 3 (7.50%) C#
12 3 (7.50%) Text Mining
12 3 (7.50%) Business Analysis
12 3 (7.50%) Finance
12 3 (7.50%) Pharmaceutical
12 3 (7.50%) Big Data
12 3 (7.50%) Hadoop

Data Mining
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 3 March 2015, 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 4 (10.00%) SAS
Applications
1 3 (7.50%) MS Excel
2 1 (2.50%) SPSS
2 1 (2.50%) MS Office
Communications & Networking
1 1 (2.50%) SAN
1 1 (2.50%) Firewall
Database & Business Intelligence
1 29 (72.50%) Data Warehouse
2 26 (65.00%) SQL Server Integration Services
2 26 (65.00%) SQL Server Analysis Services
3 6 (15.00%) SQL Server
4 5 (12.50%) OLAP
5 3 (7.50%) Text Mining
5 3 (7.50%) Hadoop
5 3 (7.50%) Big Data
6 2 (5.00%) Microsoft Power View
6 2 (5.00%) Spotfire
6 2 (5.00%) QlikView
6 2 (5.00%) Microsoft Analysis Services
6 2 (5.00%) SQL Server Reporting Services
7 1 (2.50%) SQL Server 2005
7 1 (2.50%) Crystal Reports
7 1 (2.50%) MS Access
7 1 (2.50%) OLTP
7 1 (2.50%) MongoDB
7 1 (2.50%) SQL Server 2008
7 1 (2.50%) Relational Database
Development Applications
1 2 (5.00%) Oracle APEX
General
1 24 (60.00%) Retail
2 3 (7.50%) Pharmaceutical
2 3 (7.50%) Finance
3 1 (2.50%) Law
3 1 (2.50%) Marketing
Job Titles
1 26 (65.00%) Developer
1 26 (65.00%) Business Intelligence Developer
2 9 (22.50%) Analyst
3 5 (12.50%) Data Warehouse Developer
3 5 (12.50%) Business Analyst
4 4 (10.00%) Business Intelligence Analyst
5 2 (5.00%) Business Manager
5 2 (5.00%) Data Analyst
5 2 (5.00%) MI Analyst
5 2 (5.00%) SQL Developer
5 2 (5.00%) SQL Server Developer
5 2 (5.00%) Business Intelligence Manager
6 1 (2.50%) Pre Sales Engineer
6 1 (2.50%) Head of Infrastructure
6 1 (2.50%) Data Scientist
6 1 (2.50%) Senior Business Intelligence Developer
6 1 (2.50%) Big Data Developer
6 1 (2.50%) SQL Server BI Developer
6 1 (2.50%) SQL Data Analyst
6 1 (2.50%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 3 (7.50%) .NET
1 3 (7.50%) XML
2 2 (5.00%) ASP.NET
2 2 (5.00%) Apache Flex
3 1 (2.50%) HTML
3 1 (2.50%) CSS
3 1 (2.50%) XSLT
Miscellaneous
1 6 (15.00%) Statistics
1 6 (15.00%) Mathematics
2 4 (10.00%) Computer Science
3 3 (7.50%) Analytical Skills
3 3 (7.50%) Algorithms
4 2 (5.00%) Chemistry
4 2 (5.00%) Biotechnology
5 1 (2.50%) Life Science
5 1 (2.50%) Physics
5 1 (2.50%) Informatics
5 1 (2.50%) Data Structures
Operating Systems
1 2 (5.00%) UNIX
Processes & Methodologies
1 33 (82.50%) Business Intelligence
2 28 (70.00%) ETL
3 5 (12.50%) Analytics
4 4 (10.00%) Data Modelling
5 3 (7.50%) E-Commerce
5 3 (7.50%) Statistical Analysis
5 3 (7.50%) Business Analysis
6 2 (5.00%) Competitive Intelligence
6 2 (5.00%) Software Engineering
6 2 (5.00%) Linear Regression
6 2 (5.00%) Agile Software Development
6 2 (5.00%) Data Analysis
6 2 (5.00%) ERP
6 2 (5.00%) Project Management
7 1 (2.50%) Service Delivery
7 1 (2.50%) ITIL
7 1 (2.50%) PRINCE2
7 1 (2.50%) Dimensional Modelling
7 1 (2.50%) Predictive Modelling
7 1 (2.50%) Signal Processing
Programming Languages
1 36 (90.00%) SQL
2 27 (67.50%) T-SQL
3 6 (15.00%) VBA
4 3 (7.50%) Python
4 3 (7.50%) C#
5 2 (5.00%) Java
5 2 (5.00%) JavaScript
5 2 (5.00%) MATLAB
5 2 (5.00%) R
5 2 (5.00%) PL/SQL
6 1 (2.50%) VB.NET
6 1 (2.50%) Perl
6 1 (2.50%) C++
Qualifications
1 8 (20.00%) Degree
2 2 (5.00%) PhD
Quality Assurance & Compliance
1 1 (2.50%) COBIT
System Software
1 2 (5.00%) HDFS
Vendors
1 2 (5.00%) Oracle
1 2 (5.00%) Business Objects
2 1 (2.50%) TOWER Software
2 1 (2.50%) Alterian