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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 99 109 109
Rank change year-on-year
+10 0
Permanent jobs citing Data Mining 13 5 21
As % of all permanent IT jobs located in Cambridge 0.95% 0.34% 1.15%
As % of the Database & Business Intelligence category 4.22% 1.22% 3.90%
Number of salaries quoted 12 2 19
Median salary £40,000 £82,500 £37,500
Median salary % change year-on-year
-51.51% +120.00%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
308 409 539
As % of all permanent IT jobs located in Cambridge 22.55% 27.75% 29.47%
Number of salaries quoted 259 362 475
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £34,000 £30,000 £29,000
10% offered a salary of more than £60,000 £50,000 £55,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 3 May 2016.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 3 May 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 16 (72.73%) Python
2 14 (63.64%) Natural Language Processing
3 13 (59.09%) Text Mining
4 12 (54.55%) Java
4 12 (54.55%) Perl
5 9 (40.91%) Degree
6 8 (36.36%) Life Science
6 8 (36.36%) SQL
7 7 (31.82%) Pharmaceutical
7 7 (31.82%) Informatics
8 6 (27.27%) jQuery
8 6 (27.27%) NoSQL
8 6 (27.27%) Electronic Patient Records
8 6 (27.27%) JavaScript
8 6 (27.27%) HTML
8 6 (27.27%) CSS
8 6 (27.27%) Web Services
9 5 (22.73%) Linux
9 5 (22.73%) MySQL
9 5 (22.73%) SNOMED CT
9 5 (22.73%) Ontologies
10 4 (18.18%) Continuous Integration
10 4 (18.18%) CSS3
10 4 (18.18%) HTML5
10 4 (18.18%) Agile Software Development
10 4 (18.18%) TDD
11 3 (13.64%) Software Engineering
11 3 (13.64%) Project Management
11 3 (13.64%) Web Design
11 3 (13.64%) Oracle

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 2 (9.09%) Apache Solr
1 2 (9.09%) Elasticsearch
1 2 (9.09%) Tomcat
2 1 (4.55%) SharePoint
Applications
1 1 (4.55%) MS Excel
Business Applications
1 1 (4.55%) Dynamics AX
Cloud Services
1 2 (9.09%) GitHub
Database & Business Intelligence
1 13 (59.09%) Text Mining
2 6 (27.27%) Electronic Patient Records
2 6 (27.27%) NoSQL
3 5 (22.73%) MySQL
4 3 (13.64%) Big Data
4 3 (13.64%) Relational Database
4 3 (13.64%) SQL Server
5 2 (9.09%) Hadoop
5 2 (9.09%) RDBMS
6 1 (4.55%) SQL Server Reporting Services
Development Applications
1 2 (9.09%) Git (software)
1 2 (9.09%) Maven
2 1 (4.55%) Visual Studio
General
1 7 (31.82%) Pharmaceutical
2 2 (9.09%) Advertising
3 1 (4.55%) Finance
3 1 (4.55%) Legal
3 1 (4.55%) Manufacturing
3 1 (4.55%) Marketing
3 1 (4.55%) Multimedia
Job Titles
1 11 (50.00%) Developer
2 5 (22.73%) Java Developer
3 3 (13.64%) Data Engineer
3 3 (13.64%) Data Programmer
3 3 (13.64%) Full Stack Developer
3 3 (13.64%) Java Engineer
3 3 (13.64%) Java Programmer
3 3 (13.64%) JavaScript Developer
3 3 (13.64%) Perl Developer
3 3 (13.64%) Perl Programmer
3 3 (13.64%) Programmer
3 3 (13.64%) Python Developer
3 3 (13.64%) Software Developer
3 3 (13.64%) SQL Developer
4 2 (9.09%) .NET Developer
4 2 (9.09%) Architect
4 2 (9.09%) Database Architect
4 2 (9.09%) Systems Architect
5 1 (4.55%) Analyst
5 1 (4.55%) Data Analyst
Libraries, Frameworks & Software Standards
1 14 (63.64%) Natural Language Processing
2 6 (27.27%) CSS
2 6 (27.27%) HTML
2 6 (27.27%) jQuery
2 6 (27.27%) Web Services
3 4 (18.18%) CSS3
3 4 (18.18%) HTML5
4 3 (13.64%) .NET
4 3 (13.64%) Django
5 2 (9.09%) .NET Framework
5 2 (9.09%) AngularJS
5 2 (9.09%) ASP.NET
5 2 (9.09%) Lucene
5 2 (9.09%) REST
5 2 (9.09%) RESTful
5 2 (9.09%) Twitter Bootstrap
6 1 (4.55%) ASP.NET MVC
6 1 (4.55%) ASP.NET Web API
6 1 (4.55%) Entity Framework
6 1 (4.55%) JSON
Miscellaneous
1 8 (36.36%) Life Science
2 7 (31.82%) Informatics
3 5 (22.73%) Ontologies
4 3 (13.64%) Computer Science
4 3 (13.64%) Mathematics
5 2 (9.09%) Clustering
5 2 (9.09%) Replication
6 1 (4.55%) Algorithms
6 1 (4.55%) Visualisation
Operating Systems
1 5 (22.73%) Linux
2 1 (4.55%) Ubuntu
Processes & Methodologies
1 4 (18.18%) Agile Software Development
1 4 (18.18%) Continuous Integration
1 4 (18.18%) TDD
2 3 (13.64%) ERP
2 3 (13.64%) Front End Development
2 3 (13.64%) Project Management
2 3 (13.64%) Software Engineering
2 3 (13.64%) Web Design
3 2 (9.09%) Bioinformatics
3 2 (9.09%) Data Analysis
3 2 (9.09%) Data Management
3 2 (9.09%) Data Transformation
3 2 (9.09%) DevOps
3 2 (9.09%) Issue Tracking
3 2 (9.09%) MapReduce
3 2 (9.09%) Memory Management
3 2 (9.09%) Mobile Development
3 2 (9.09%) Performance Optimisation
3 2 (9.09%) Rapid Prototyping
4 1 (4.55%) Digital Signal Processing
Programming Languages
1 16 (72.73%) Python
2 12 (54.55%) Java
2 12 (54.55%) Perl
3 8 (36.36%) SQL
4 6 (27.27%) JavaScript
5 2 (9.09%) C#
5 2 (9.09%) PHP
6 1 (4.55%) C
6 1 (4.55%) C++
6 1 (4.55%) MATLAB
6 1 (4.55%) T-SQL
6 1 (4.55%) X++
Qualifications
1 9 (40.91%) Degree
Quality Assurance & Compliance
1 5 (22.73%) SNOMED CT
System Software
1 1 (4.55%) Firmware
Systems Management
1 2 (9.09%) Oracle Enterprise Manager
Vendors
1 3 (13.64%) Microsoft
1 3 (13.64%) Oracle
2 1 (4.55%) JD Edwards
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 5 hours ago
Cambridge, Cambridgeshire
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Salary: £30000 - £50000 Per Annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Nationwide People Ltd
Salary: £300 - £350 Per Day
Posted: 5 days ago