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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 98 106 104
Rank change year-on-year
+8 -2
Permanent jobs citing Data Mining 4 5 24
As % of all permanent IT jobs located in Cambridge 0.34% 0.36% 1.35%
As % of the Database & Business Intelligence category 1.29% 1.19% 4.57%
Number of salaries quoted 3 4 22
Median salary £50,000 £50,000 £37,500
Median salary % change year-on-year
- +33.33%
90% offered a salary of more than £42,000 £37,050 £30,000
10% offered a salary of more than £62,400 £72,750 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
311 421 525
As % of all permanent IT jobs located in Cambridge 26.58% 29.94% 29.58%
Number of salaries quoted 251 389 452
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £31,500
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Mining
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Data Mining as a proportion of all IT jobs with a match in 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 July 2016.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 28 July 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Data Mining.

1 12 (70.59%) Python
2 11 (64.71%) Java
2 11 (64.71%) Perl
3 9 (52.94%) Text Mining
3 9 (52.94%) Natural Language Processing
4 6 (35.29%) Informatics
4 6 (35.29%) SNOMED CT
4 6 (35.29%) Ontologies
4 6 (35.29%) Degree
5 4 (23.53%) Project Management
5 4 (23.53%) MySQL
5 4 (23.53%) Electronic Patient Records
6 3 (17.65%) Life Science
6 3 (17.65%) NoSQL
6 3 (17.65%) Analytics
6 3 (17.65%) SQL Server
6 3 (17.65%) SQL
6 3 (17.65%) Pharmaceutical
6 3 (17.65%) Microsoft
6 3 (17.65%) ERP
6 3 (17.65%) Agile Software Development
6 3 (17.65%) .NET
7 2 (11.76%) Advertising
7 2 (11.76%) Replication
7 2 (11.76%) Clustering
7 2 (11.76%) TDD
7 2 (11.76%) Data Analysis
7 2 (11.76%) JSON
7 2 (11.76%) ASP.NET
7 2 (11.76%) PHP

Data Mining
Top Related IT Skills in Cambridge by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (5.88%) SharePoint
Applications
1 1 (5.88%) MS Excel
Business Applications
1 1 (5.88%) Dynamics AX
Database & Business Intelligence
1 9 (52.94%) Text Mining
2 4 (23.53%) Electronic Patient Records
2 4 (23.53%) MySQL
3 3 (17.65%) NoSQL
3 3 (17.65%) SQL Server
4 2 (11.76%) Hadoop
5 1 (5.88%) Big Data
5 1 (5.88%) Relational Database
5 1 (5.88%) SQL Server Reporting Services
Development Applications
1 1 (5.88%) Visual Studio
General
1 3 (17.65%) Pharmaceutical
2 2 (11.76%) Advertising
3 1 (5.88%) Finance
3 1 (5.88%) Legal
3 1 (5.88%) Manufacturing
3 1 (5.88%) Retail
Job Titles
1 6 (35.29%) Developer
2 4 (23.53%) Java Engineer
3 3 (17.65%) Data Engineer
3 3 (17.65%) Data Programmer
3 3 (17.65%) Java Developer
3 3 (17.65%) Java Programmer
3 3 (17.65%) Perl Developer
3 3 (17.65%) Perl Programmer
3 3 (17.65%) Programmer
4 2 (11.76%) .NET Developer
4 2 (11.76%) Architect
4 2 (11.76%) Data Scientist
4 2 (11.76%) Database Architect
4 2 (11.76%) Systems Architect
5 1 (5.88%) Analyst
5 1 (5.88%) Clinical Data Analyst
5 1 (5.88%) Dynamics AX Developer
5 1 (5.88%) Principal Engineer
5 1 (5.88%) Senior Java Software Engineer
5 1 (5.88%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (52.94%) Natural Language Processing
2 3 (17.65%) .NET
3 2 (11.76%) .NET Framework
3 2 (11.76%) ASP.NET
3 2 (11.76%) JSON
3 2 (11.76%) Web Services
3 2 (11.76%) XML
4 1 (5.88%) ASP.NET MVC
4 1 (5.88%) ASP.NET Web API
4 1 (5.88%) CSS
4 1 (5.88%) CSS3
4 1 (5.88%) Entity Framework
4 1 (5.88%) HTML
4 1 (5.88%) HTML5
4 1 (5.88%) jQuery
4 1 (5.88%) RESTful
4 1 (5.88%) WCF
4 1 (5.88%) XHTML
Miscellaneous
1 6 (35.29%) Informatics
1 6 (35.29%) Ontologies
2 3 (17.65%) Life Science
3 2 (11.76%) Algorithms
3 2 (11.76%) Analytical Skills
3 2 (11.76%) Clustering
3 2 (11.76%) Data Structures
3 2 (11.76%) Replication
3 2 (11.76%) Statistics
3 2 (11.76%) Visualisation
4 1 (5.88%) Artificial Intelligence
Operating Systems
1 2 (11.76%) Linux
Processes & Methodologies
1 4 (23.53%) Project Management
2 3 (17.65%) Agile Software Development
2 3 (17.65%) Analytics
2 3 (17.65%) ERP
3 2 (11.76%) Continuous Integration
3 2 (11.76%) Data Analysis
3 2 (11.76%) Data Flow Diagram
3 2 (11.76%) DevOps
3 2 (11.76%) Issue Tracking
3 2 (11.76%) Machine Learning
3 2 (11.76%) MapReduce
3 2 (11.76%) Mobile Development
3 2 (11.76%) Performance Optimisation
3 2 (11.76%) Statistical Modelling
3 2 (11.76%) TDD
4 1 (5.88%) Data Validation
4 1 (5.88%) Multithreading
4 1 (5.88%) Predictive Modelling
4 1 (5.88%) Software Engineering
4 1 (5.88%) Waterfall
Programming Languages
1 12 (70.59%) Python
2 11 (64.71%) Java
2 11 (64.71%) Perl
3 3 (17.65%) SQL
4 2 (11.76%) C#
4 2 (11.76%) PHP
5 1 (5.88%) C++
5 1 (5.88%) JavaScript
5 1 (5.88%) T-SQL
5 1 (5.88%) X++
Qualifications
1 6 (35.29%) Degree
2 1 (5.88%) PhD
2 1 (5.88%) Postgraduate
Quality Assurance & Compliance
1 6 (35.29%) SNOMED CT
2 1 (5.88%) QA
Vendors
1 3 (17.65%) Microsoft
2 1 (5.88%) JD Edwards
2 1 (5.88%) Oracle
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 7 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 13 days ago