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 28 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Nov 2014
Same period 2013 Same period 2012
Data Mining
Rank 106 104 113
Rank change year-on-year
-2 +9
Permanent jobs citing Data Mining 3 4 14
As % of all permanent IT jobs located in Cambridge 0.17% 0.27% 0.69%
As % of the Database & Business Intelligence category 0.81% 1.12% 1.96%
Number of salaries quoted 3 3 11
Average salary £40,000 £38,500 £37,500
Average salary % change year-on-year
+3.89% +2.66%
UK excluding London average salary £42,500 £40,000 £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
369 356 714
As % of all permanent IT jobs located in Cambridge 21.27% 23.72% 35.16%
Number of salaries quoted 306 316 640
Average salary £40,000 £37,500 £38,500
Average salary % change year-on-year
+6.66% -2.59%
90% offered a salary of more than £28,500 £29,500 £30,000
10% offered a salary of more than £55,000 £50,000 £50,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 28 November 2014.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 28 November 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 8 (47.06%) Degree
1 8 (47.06%) Analytical Skills
2 7 (41.18%) Mathematics
2 7 (41.18%) Computer Science
2 7 (41.18%) Java
2 7 (41.18%) .NET
2 7 (41.18%) C#
2 7 (41.18%) Statistics
3 6 (35.29%) C++
3 6 (35.29%) ASP.NET
3 6 (35.29%) Physics
3 6 (35.29%) Signal Processing
3 6 (35.29%) Machine Learning
3 6 (35.29%) Data Structures
3 6 (35.29%) Algorithms
3 6 (35.29%) Bayesian Methods
4 5 (29.41%) SQL
4 5 (29.41%) Information Management
5 4 (23.53%) Validation
5 4 (23.53%) Legal
5 4 (23.53%) Business Continuity
5 4 (23.53%) Information Security
5 4 (23.53%) IT Governance
5 4 (23.53%) Incident Management
5 4 (23.53%) ITIL
5 4 (23.53%) Pharmaceutical
5 4 (23.53%) Data Security
5 4 (23.53%) Management Information System
5 4 (23.53%) GCP
5 4 (23.53%) GMP

Data Mining
Top Related IT Skills in Cambridge by Category

For the 6 months to 28 November 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 (5.88%) SAS
1 1 (5.88%) Apache Pig
Applications
1 1 (5.88%) MS Office
1 1 (5.88%) MS Excel
1 1 (5.88%) SPSS
Database & Business Intelligence
1 3 (17.65%) SQL Server
2 2 (11.76%) OLAP
2 2 (11.76%) Crystal Reports
2 2 (11.76%) SQL Server Analysis Services
2 2 (11.76%) Hadoop
2 2 (11.76%) Microsoft Analysis Services
3 1 (5.88%) SQL Server Reporting Services
3 1 (5.88%) SQL Server Integration Services
3 1 (5.88%) Apache Hive
3 1 (5.88%) Big Data
3 1 (5.88%) Relational Database
3 1 (5.88%) MS Access
3 1 (5.88%) OLTP
Development Applications
1 1 (5.88%) Talend Open Studio
General
1 4 (23.53%) Legal
1 4 (23.53%) Pharmaceutical
2 2 (11.76%) Advertising
3 1 (5.88%) Games
3 1 (5.88%) Military
3 1 (5.88%) Marketing
3 1 (5.88%) French Language
3 1 (5.88%) German Language
3 1 (5.88%) Italian Language
3 1 (5.88%) Spanish Language
3 1 (5.88%) Telecoms
3 1 (5.88%) Finance
3 1 (5.88%) Aerospace
3 1 (5.88%) Law
Job Titles
1 6 (35.29%) Data Scientist
1 6 (35.29%) Research Scientist
2 4 (23.53%) Head of Security
2 4 (23.53%) Head of IT Security
2 4 (23.53%) Analyst
2 4 (23.53%) Head of IT
3 2 (11.76%) Business Analyst
3 2 (11.76%) Data Analyst
4 1 (5.88%) SQL Developer
4 1 (5.88%) SQL Server Developer
4 1 (5.88%) Data Manager
4 1 (5.88%) Performance Analyst
4 1 (5.88%) Developer
4 1 (5.88%) Business Intelligence Developer
4 1 (5.88%) Business Performance Analyst
4 1 (5.88%) Big Data Developer
4 1 (5.88%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 7 (41.18%) .NET
2 6 (35.29%) ASP.NET
Miscellaneous
1 8 (47.06%) Analytical Skills
2 7 (41.18%) Statistics
2 7 (41.18%) Mathematics
2 7 (41.18%) Computer Science
3 6 (35.29%) Physics
3 6 (35.29%) Data Structures
3 6 (35.29%) Algorithms
4 4 (23.53%) Management Information System
4 4 (23.53%) Life Science
5 1 (5.88%) Data Extraction
5 1 (5.88%) Visualisation
5 1 (5.88%) Economics
5 1 (5.88%) Chip and PIN
Operating Systems
1 1 (5.88%) Linux
Processes & Methodologies
1 6 (35.29%) Signal Processing
1 6 (35.29%) Machine Learning
1 6 (35.29%) Bayesian Methods
2 5 (29.41%) Information Management
3 4 (23.53%) Incident Management
3 4 (23.53%) IT Governance
3 4 (23.53%) ITIL
3 4 (23.53%) Data Security
3 4 (23.53%) Validation
3 4 (23.53%) Business Continuity
3 4 (23.53%) Information Security
3 4 (23.53%) Information Assurance
4 2 (11.76%) Data Management
4 2 (11.76%) E-Commerce
4 2 (11.76%) Data Analysis
4 2 (11.76%) Business Intelligence
5 1 (5.88%) GAP Analysis
5 1 (5.88%) Statistical Analysis
5 1 (5.88%) Time Management
5 1 (5.88%) Dimensional Modelling
Programming Languages
1 7 (41.18%) Java
1 7 (41.18%) C#
2 6 (35.29%) C++
3 5 (29.41%) SQL
4 1 (5.88%) T-SQL
4 1 (5.88%) VBA
4 1 (5.88%) Python
4 1 (5.88%) Ruby
4 1 (5.88%) R
4 1 (5.88%) C
Qualifications
1 8 (47.06%) Degree
2 1 (5.88%) SC Cleared
2 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 4 (23.53%) GCP
1 4 (23.53%) GMP
1 4 (23.53%) GLP
1 4 (23.53%) ISO 9001
1 4 (23.53%) ISO/IEC 27001
2 1 (5.88%) PCI DSS
2 1 (5.88%) SLA
System Software
1 1 (5.88%) HDFS
Vendors
1 1 (5.88%) Microsoft
1 1 (5.88%) MicroStrategy
1 1 (5.88%) Salesforce.com
1 1 (5.88%) Tableau
1 1 (5.88%) Talend
Cambridge, Cambridgeshire
ECM Selection
Salary: £Competitive
Posted: Yesterday
Cambridge, Cambridgeshire
Pentasia Ltd
Posted: 2 days ago