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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 101 108 101
Rank change year-on-year
+7 -7
Permanent jobs citing Data Mining 6 6 26
As % of all permanent IT jobs located in Cambridge 0.51% 0.42% 1.45%
As % of the Database & Business Intelligence category 2.03% 1.44% 4.93%
Number of salaries quoted 4 5 22
Median salary £40,000 £50,000 £37,500
Median salary % change year-on-year
-20.00% +33.33%
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
296 416 527
As % of all permanent IT jobs located in Cambridge 25.06% 29.30% 29.49%
Number of salaries quoted 250 380 461
Median salary £45,000 £45,000 £41,000
Median salary % change year-on-year
- +9.75%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 27 June 2016.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 June 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%) Java
3 13 (59.09%) Perl
4 12 (54.55%) Text Mining
4 12 (54.55%) Natural Language Processing
5 9 (40.91%) Degree
6 8 (36.36%) Informatics
7 7 (31.82%) Life Science
7 7 (31.82%) NoSQL
7 7 (31.82%) Pharmaceutical
7 7 (31.82%) SQL
8 6 (27.27%) Web Services
8 6 (27.27%) SNOMED CT
8 6 (27.27%) Ontologies
9 5 (22.73%) jQuery
9 5 (22.73%) Linux
9 5 (22.73%) CSS
9 5 (22.73%) MySQL
9 5 (22.73%) JavaScript
9 5 (22.73%) HTML
9 5 (22.73%) Electronic Patient Records
10 4 (18.18%) TDD
10 4 (18.18%) Project Management
10 4 (18.18%) Continuous Integration
11 3 (13.64%) RESTful
11 3 (13.64%) HTML5
11 3 (13.64%) Analytics
11 3 (13.64%) CSS3
11 3 (13.64%) Big Data
11 3 (13.64%) Software Engineering

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 12 (54.55%) Text Mining
2 7 (31.82%) NoSQL
3 5 (22.73%) Electronic Patient Records
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
3 1 (4.55%) Retail
Job Titles
1 10 (45.45%) Developer
2 5 (22.73%) Java Developer
3 4 (18.18%) Java Engineer
4 3 (13.64%) Data Engineer
4 3 (13.64%) Data Programmer
4 3 (13.64%) Java Programmer
4 3 (13.64%) Perl Developer
4 3 (13.64%) Perl Programmer
4 3 (13.64%) Programmer
5 2 (9.09%) .NET Developer
5 2 (9.09%) Architect
5 2 (9.09%) Database Architect
5 2 (9.09%) Full Stack Developer
5 2 (9.09%) JavaScript Developer
5 2 (9.09%) Python Developer
5 2 (9.09%) Software Developer
5 2 (9.09%) SQL Developer
5 2 (9.09%) Systems Architect
6 1 (4.55%) Audio Engineer
6 1 (4.55%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 12 (54.55%) Natural Language Processing
2 6 (27.27%) Web Services
3 5 (22.73%) CSS
3 5 (22.73%) HTML
3 5 (22.73%) jQuery
4 3 (13.64%) .NET
4 3 (13.64%) CSS3
4 3 (13.64%) HTML5
4 3 (13.64%) RESTful
5 2 (9.09%) .NET Framework
5 2 (9.09%) AngularJS
5 2 (9.09%) ASP.NET
5 2 (9.09%) Django
5 2 (9.09%) JSON
5 2 (9.09%) Lucene
5 2 (9.09%) REST
5 2 (9.09%) Twitter Bootstrap
5 2 (9.09%) XML
6 1 (4.55%) ASP.NET MVC
6 1 (4.55%) WCF
Miscellaneous
1 8 (36.36%) Informatics
2 7 (31.82%) Life Science
3 6 (27.27%) Ontologies
4 2 (9.09%) Algorithms
4 2 (9.09%) Clustering
4 2 (9.09%) Computer Science
4 2 (9.09%) Data Structures
4 2 (9.09%) Mathematics
4 2 (9.09%) Replication
4 2 (9.09%) Visualisation
5 1 (4.55%) Analytical Skills
5 1 (4.55%) Statistics
Operating Systems
1 5 (22.73%) Linux
2 1 (4.55%) Ubuntu
Processes & Methodologies
1 4 (18.18%) Continuous Integration
1 4 (18.18%) Project Management
1 4 (18.18%) TDD
2 3 (13.64%) Agile Software Development
2 3 (13.64%) Analytics
2 3 (13.64%) ERP
2 3 (13.64%) Software Engineering
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%) Front End Development
3 2 (9.09%) Issue Tracking
3 2 (9.09%) Machine Learning
3 2 (9.09%) MapReduce
3 2 (9.09%) Memory Management
3 2 (9.09%) Mobile Development
3 2 (9.09%) Rapid Prototyping
3 2 (9.09%) Web Design
Programming Languages
1 16 (72.73%) Python
2 14 (63.64%) Java
3 13 (59.09%) Perl
4 7 (31.82%) SQL
5 5 (22.73%) JavaScript
6 2 (9.09%) C#
6 2 (9.09%) PHP
7 1 (4.55%) C
7 1 (4.55%) C++
7 1 (4.55%) MATLAB
7 1 (4.55%) T-SQL
7 1 (4.55%) X++
Qualifications
1 9 (40.91%) Degree
2 1 (4.55%) Postgraduate
Quality Assurance & Compliance
1 6 (27.27%) SNOMED CT
2 1 (4.55%) QA
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: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: Yesterday