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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 119 118 114
Rank change year-on-year
-1 -4
Permanent jobs citing Data Mining 9 18 31
As % of all permanent IT jobs located in Cambridgeshire 0.48% 0.83% 1.27%
As % of the Database & Business Intelligence category 1.89% 2.81% 4.32%
Number of salaries quoted 7 17 28
Median salary £40,000 £45,000 £37,500
Median salary % change year-on-year
-11.11% +20.00%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
475 641 718
As % of all permanent IT jobs located in Cambridgeshire 25.48% 29.61% 29.40%
Number of salaries quoted 401 583 616
Median salary £40,000 £45,000 £43,000
Median salary % change year-on-year
-11.11% +4.65%
90% offered a salary of more than £30,000 £32,500 £31,500
10% offered a salary of more than £60,000 £57,500 £57,500
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 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 25 July 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 25 July 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 +6 6 £45,000 -10.00% 3
Peterborough -6 1 £42,500 -5.55%
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 25 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 Cambridgeshire region with a requirement for Data Mining.

1 21 (70.00%) Python
2 13 (43.33%) Linux
2 13 (43.33%) Java
2 13 (43.33%) Perl
2 13 (43.33%) Degree
3 12 (40.00%) Text Mining
4 10 (33.33%) Natural Language Processing
5 9 (30.00%) Machine Learning
5 9 (30.00%) Algorithms
6 8 (26.67%) Informatics
6 8 (26.67%) C++
7 7 (23.33%) C
7 7 (23.33%) Signal Processing
8 6 (20.00%) CUDA
8 6 (20.00%) Ontologies
8 6 (20.00%) Lattice Semiconductor
8 6 (20.00%) Bash Shell
8 6 (20.00%) Mathematics
8 6 (20.00%) Physics
8 6 (20.00%) Computer Science
8 6 (20.00%) DNN
8 6 (20.00%) SNOMED CT
8 6 (20.00%) Release Management
8 6 (20.00%) Speech Recognition
8 6 (20.00%) Neural Network
8 6 (20.00%) SQL
8 6 (20.00%) Benchmarking
8 6 (20.00%) API Design
8 6 (20.00%) Code Optimisation
9 5 (16.67%) Electronic Patient Records

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 (20.00%) DNN
2 2 (6.67%) Apache Solr
2 2 (6.67%) Elasticsearch
2 2 (6.67%) Tomcat
3 1 (3.33%) SharePoint
Applications
1 1 (3.33%) MS Excel
Business Applications
1 1 (3.33%) Dynamics AX
Cloud Services
1 2 (6.67%) GitHub
Database & Business Intelligence
1 12 (40.00%) Text Mining
2 5 (16.67%) Electronic Patient Records
2 5 (16.67%) MySQL
2 5 (16.67%) NoSQL
3 4 (13.33%) SQL Server
4 3 (10.00%) Relational Database
5 2 (6.67%) Hadoop
5 2 (6.67%) RDBMS
5 2 (6.67%) SQL Server Reporting Services
6 1 (3.33%) Big Data
Development Applications
1 2 (6.67%) Git (software)
1 2 (6.67%) Maven
2 1 (3.33%) Team Foundation Server
2 1 (3.33%) Visual Studio
General
1 5 (16.67%) Pharmaceutical
2 2 (6.67%) Advertising
3 1 (3.33%) Finance
3 1 (3.33%) Legal
3 1 (3.33%) Manufacturing
3 1 (3.33%) Marketing
3 1 (3.33%) Multimedia
3 1 (3.33%) Retail
Job Titles
1 8 (26.67%) Developer
2 6 (20.00%) Machine Learning Engineer
3 5 (16.67%) Java Developer
4 4 (13.33%) Java Engineer
4 4 (13.33%) Programmer
5 3 (10.00%) Data Engineer
5 3 (10.00%) Data Programmer
5 3 (10.00%) Java Programmer
5 3 (10.00%) Perl Developer
5 3 (10.00%) Perl Programmer
6 2 (6.67%) .NET Developer
6 2 (6.67%) Analyst
6 2 (6.67%) Architect
6 2 (6.67%) Data Scientist
6 2 (6.67%) Database Architect
6 2 (6.67%) Systems Architect
7 1 (3.33%) Audio Engineer
7 1 (3.33%) Dynamics AX Developer
7 1 (3.33%) Senior Java Software Engineer
7 1 (3.33%) Senior Programmer
Libraries, Frameworks & Software Standards
1 10 (33.33%) Natural Language Processing
2 4 (13.33%) .NET
2 4 (13.33%) Web Services
3 3 (10.00%) CSS
3 3 (10.00%) HTML
3 3 (10.00%) jQuery
4 2 (6.67%) .NET Framework
4 2 (6.67%) AngularJS
4 2 (6.67%) ASP.NET
4 2 (6.67%) JSON
4 2 (6.67%) Lucene
4 2 (6.67%) REST
4 2 (6.67%) Twitter Bootstrap
4 2 (6.67%) XML
5 1 (3.33%) ASP.NET Web API
5 1 (3.33%) CSS3
5 1 (3.33%) Entity Framework
5 1 (3.33%) HTML5
5 1 (3.33%) Middleware
5 1 (3.33%) XHTML
Miscellaneous
1 9 (30.00%) Algorithms
2 8 (26.67%) Informatics
3 6 (20.00%) Computer Science
3 6 (20.00%) CUDA
3 6 (20.00%) Mathematics
3 6 (20.00%) Neural Network
3 6 (20.00%) Ontologies
3 6 (20.00%) Physics
4 5 (16.67%) Life Science
5 2 (6.67%) Analytical Skills
5 2 (6.67%) Clustering
5 2 (6.67%) Data Structures
5 2 (6.67%) Replication
5 2 (6.67%) Statistics
5 2 (6.67%) Visualisation
6 1 (3.33%) Artificial Intelligence
Operating Systems
1 13 (43.33%) Linux
2 2 (6.67%) Windows
3 1 (3.33%) Ubuntu
Processes & Methodologies
1 9 (30.00%) Machine Learning
2 7 (23.33%) Signal Processing
3 6 (20.00%) API Design
3 6 (20.00%) Benchmarking
3 6 (20.00%) Code Optimisation
3 6 (20.00%) Release Management
3 6 (20.00%) Speech Recognition
4 4 (13.33%) Continuous Integration
4 4 (13.33%) Project Management
4 4 (13.33%) TDD
5 3 (10.00%) Agile Software Development
5 3 (10.00%) Analytics
5 3 (10.00%) Data Management
5 3 (10.00%) ERP
6 2 (6.67%) Data Transformation
6 2 (6.67%) DevOps
6 2 (6.67%) Issue Tracking
6 2 (6.67%) MapReduce
6 2 (6.67%) Performance Optimisation
6 2 (6.67%) Statistical Modelling
Programming Languages
1 21 (70.00%) Python
2 13 (43.33%) Java
2 13 (43.33%) Perl
3 8 (26.67%) C++
4 7 (23.33%) C
5 6 (20.00%) Bash Shell
5 6 (20.00%) SQL
6 3 (10.00%) C#
6 3 (10.00%) JavaScript
7 2 (6.67%) PHP
8 1 (3.33%) MATLAB
8 1 (3.33%) T-SQL
8 1 (3.33%) X++
Qualifications
1 13 (43.33%) Degree
2 1 (3.33%) PhD
2 1 (3.33%) Postgraduate
Quality Assurance & Compliance
1 6 (20.00%) SNOMED CT
2 1 (3.33%) QA
System Software
1 2 (6.67%) Xen
2 1 (3.33%) Firmware
Systems Management
1 2 (6.67%) Oracle Enterprise Manager
Vendors
1 6 (20.00%) Lattice Semiconductor
2 3 (10.00%) Microsoft
2 3 (10.00%) Oracle
3 1 (3.33%) JD Edwards
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 10 days ago