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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 118 122 128
Rank change year-on-year
+4 +6
Permanent jobs citing Data Mining 14 11 23
As % of all permanent IT jobs located in Cambridgeshire 0.73% 0.52% 0.94%
As % of the Database & Business Intelligence category 2.81% 1.90% 3.13%
Number of salaries quoted 13 7 21
Median salary £40,000 £50,000 £37,500
Median salary % change year-on-year
-20.00% +33.33%
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
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
499 580 735
As % of all permanent IT jobs located in Cambridgeshire 26.14% 27.50% 29.96%
Number of salaries quoted 418 504 641
Median salary £41,500 £45,000 £40,000
Median salary % change year-on-year
-7.77% +12.50%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £50,000 £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 Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 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 26 May 2016.

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 median salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 26 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +7 8 £40,000 -39.62% 1
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 26 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 Cambridgeshire region with a requirement for Data Mining.

1 23 (71.88%) Python
2 15 (46.88%) Degree
3 14 (43.75%) Natural Language Processing
3 14 (43.75%) Linux
4 13 (40.63%) Java
4 13 (40.63%) Perl
4 13 (40.63%) Text Mining
5 9 (28.13%) Computer Science
5 9 (28.13%) Mathematics
6 8 (25.00%) Life Science
6 8 (25.00%) Informatics
6 8 (25.00%) SQL
7 7 (21.88%) C
7 7 (21.88%) C++
7 7 (21.88%) Pharmaceutical
7 7 (21.88%) Signal Processing
7 7 (21.88%) Machine Learning
7 7 (21.88%) Algorithms
8 6 (18.75%) API Design
8 6 (18.75%) Code Optimisation
8 6 (18.75%) Electronic Patient Records
8 6 (18.75%) NoSQL
8 6 (18.75%) Bash Shell
8 6 (18.75%) CUDA
8 6 (18.75%) SNOMED CT
8 6 (18.75%) Release Management
8 6 (18.75%) jQuery
8 6 (18.75%) Lattice Semiconductor
8 6 (18.75%) Physics
8 6 (18.75%) DNN

Data Mining
Top Related IT Skills in Cambridgeshire 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 6 (18.75%) DNN
2 2 (6.25%) Apache Solr
2 2 (6.25%) Elasticsearch
2 2 (6.25%) Tomcat
3 1 (3.13%) SharePoint
Applications
1 1 (3.13%) MS Excel
1 1 (3.13%) Spreadsheet
Business Applications
1 1 (3.13%) Dynamics AX
Cloud Services
1 2 (6.25%) GitHub
Database & Business Intelligence
1 13 (40.63%) Text Mining
2 6 (18.75%) Electronic Patient Records
2 6 (18.75%) NoSQL
3 5 (15.63%) MySQL
4 3 (9.38%) Big Data
4 3 (9.38%) Relational Database
4 3 (9.38%) SQL Server
5 2 (6.25%) Hadoop
5 2 (6.25%) RDBMS
6 1 (3.13%) SQL Server Reporting Services
Development Applications
1 2 (6.25%) Git (software)
1 2 (6.25%) Maven
2 1 (3.13%) Visual Studio
General
1 7 (21.88%) Pharmaceutical
2 2 (6.25%) Advertising
3 1 (3.13%) Finance
3 1 (3.13%) Legal
3 1 (3.13%) Manufacturing
3 1 (3.13%) Marketing
3 1 (3.13%) Multimedia
Job Titles
1 11 (34.38%) Developer
2 6 (18.75%) Machine Learning Engineer
3 5 (15.63%) Java Developer
4 3 (9.38%) Data Engineer
4 3 (9.38%) Data Programmer
4 3 (9.38%) Full Stack Developer
4 3 (9.38%) Java Engineer
4 3 (9.38%) Java Programmer
4 3 (9.38%) JavaScript Developer
4 3 (9.38%) Perl Developer
4 3 (9.38%) Perl Programmer
4 3 (9.38%) Programmer
4 3 (9.38%) Python Developer
4 3 (9.38%) Software Developer
4 3 (9.38%) SQL Developer
5 2 (6.25%) .NET Developer
5 2 (6.25%) Analyst
5 2 (6.25%) Architect
5 2 (6.25%) Database Architect
5 2 (6.25%) Systems Architect
Libraries, Frameworks & Software Standards
1 14 (43.75%) Natural Language Processing
2 6 (18.75%) CSS
2 6 (18.75%) HTML
2 6 (18.75%) jQuery
2 6 (18.75%) Web Services
3 4 (12.50%) CSS3
3 4 (12.50%) HTML5
4 3 (9.38%) .NET
4 3 (9.38%) Django
5 2 (6.25%) .NET Framework
5 2 (6.25%) AngularJS
5 2 (6.25%) ASP.NET
5 2 (6.25%) Lucene
5 2 (6.25%) REST
5 2 (6.25%) RESTful
5 2 (6.25%) Twitter Bootstrap
6 1 (3.13%) ASP.NET MVC
6 1 (3.13%) ASP.NET Web API
6 1 (3.13%) Entity Framework
6 1 (3.13%) JSON
Miscellaneous
1 9 (28.13%) Computer Science
1 9 (28.13%) Mathematics
2 8 (25.00%) Informatics
2 8 (25.00%) Life Science
3 7 (21.88%) Algorithms
4 6 (18.75%) CUDA
4 6 (18.75%) Neural Network
4 6 (18.75%) Ontologies
4 6 (18.75%) Physics
5 2 (6.25%) Clustering
5 2 (6.25%) Replication
6 1 (3.13%) Visualisation
Operating Systems
1 14 (43.75%) Linux
2 3 (9.38%) Windows
3 1 (3.13%) Ubuntu
Processes & Methodologies
1 7 (21.88%) Machine Learning
1 7 (21.88%) Signal Processing
2 6 (18.75%) API Design
2 6 (18.75%) Benchmarking
2 6 (18.75%) Code Optimisation
2 6 (18.75%) Release Management
2 6 (18.75%) Speech Recognition
3 4 (12.50%) Agile Software Development
3 4 (12.50%) Continuous Integration
3 4 (12.50%) Project Management
3 4 (12.50%) TDD
4 3 (9.38%) Data Analysis
4 3 (9.38%) Data Protection
4 3 (9.38%) ERP
4 3 (9.38%) Front End Development
4 3 (9.38%) Penetration Testing
4 3 (9.38%) Software Engineering
4 3 (9.38%) Web Design
5 2 (6.25%) DevOps
5 2 (6.25%) Issue Tracking
Programming Languages
1 23 (71.88%) Python
2 13 (40.63%) Java
2 13 (40.63%) Perl
3 8 (25.00%) SQL
4 7 (21.88%) C
4 7 (21.88%) C++
5 6 (18.75%) Bash Shell
5 6 (18.75%) JavaScript
6 2 (6.25%) C#
6 2 (6.25%) PHP
7 1 (3.13%) MATLAB
7 1 (3.13%) T-SQL
7 1 (3.13%) X++
Qualifications
1 15 (46.88%) Degree
Quality Assurance & Compliance
1 6 (18.75%) SNOMED CT
System Software
1 3 (9.38%) Xen
2 1 (3.13%) Firmware
Systems Management
1 2 (6.25%) Oracle Enterprise Manager
Vendors
1 6 (18.75%) Lattice Semiconductor
2 3 (9.38%) Microsoft
2 3 (9.38%) Oracle
3 1 (3.13%) JD Edwards
3 1 (3.13%) SAP
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 8 days ago