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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 104 108 107
Rank change year-on-year
+4 -1
Permanent jobs citing Data Mining 12 8 7
As % of all permanent IT jobs located in Cambridge 0.79% 0.50% 0.49%
As % of the Database & Business Intelligence category 3.68% 1.93% 1.75%
Number of salaries quoted 12 4 7
Average salary £45,000 £43,750 £40,000
Average salary % change year-on-year
+2.85% +9.37%
90% offered a salary of more than £40,000 £37,500 £33,740
10% offered a salary of more than £54,500 £53,500 £52,000
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
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
326 414 401
As % of all permanent IT jobs located in Cambridge 21.56% 25.68% 28.32%
Number of salaries quoted 251 348 353
Average salary £41,500 £40,000 £40,000
Average salary % change year-on-year
+3.75% -
90% offered a salary of more than £32,500 £27,000 £29,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Cambridge

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Cambridge region as a proportion of the total demand within 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 5 February 2016.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 5 February 2016, IT jobs across the Cambridge region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 14 (77.78%) Python
2 10 (55.56%) JavaScript
2 10 (55.56%) SQL
2 10 (55.56%) jQuery
3 9 (50.00%) Big Data
3 9 (50.00%) Web Services
4 8 (44.44%) Web Design
4 8 (44.44%) Django
4 8 (44.44%) Natural Language Processing
5 7 (38.89%) RESTful
5 7 (38.89%) Text Mining
5 7 (38.89%) Java
6 6 (33.33%) Life Science
6 6 (33.33%) Analytics
7 5 (27.78%) Data Analytics
7 5 (27.78%) Responsive Web Design
7 5 (27.78%) Degree
7 5 (27.78%) NoSQL
7 5 (27.78%) Pharmaceutical
7 5 (27.78%) HTML
7 5 (27.78%) CSS
8 4 (22.22%) Perl
8 4 (22.22%) Computer Science
8 4 (22.22%) Mathematics
9 3 (16.67%) Software Engineering
9 3 (16.67%) Informatics
9 3 (16.67%) HTML5
9 3 (16.67%) CSS3
9 3 (16.67%) Front End Development
9 3 (16.67%) Relational Database

Data Mining
Top Related IT Skills in Cambridge by Category

For the 6 months to 5 February 2016, IT jobs across the Cambridge region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 2 (11.11%) Apache Solr
1 2 (11.11%) Elasticsearch
1 2 (11.11%) Tomcat
2 1 (5.56%) SAS
2 1 (5.56%) SharePoint
Applications
1 1 (5.56%) MS Excel
Business Applications
1 1 (5.56%) Dynamics AX
Cloud Services
1 2 (11.11%) GitHub
Database & Business Intelligence
1 9 (50.00%) Big Data
2 7 (38.89%) Text Mining
3 5 (27.78%) NoSQL
4 3 (16.67%) Relational Database
5 2 (11.11%) MySQL
5 2 (11.11%) RDBMS
6 1 (5.56%) Hadoop
6 1 (5.56%) SQL Server
6 1 (5.56%) SQL Server Reporting Services
Development Applications
1 2 (11.11%) Git (software)
1 2 (11.11%) Maven
General
1 5 (27.78%) Pharmaceutical
2 1 (5.56%) Finance
2 1 (5.56%) Legal
2 1 (5.56%) Manufacturing
2 1 (5.56%) Marketing
2 1 (5.56%) Multimedia
Job Titles
1 12 (66.67%) Developer
2 8 (44.44%) Full Stack Developer
2 8 (44.44%) JavaScript Developer
2 8 (44.44%) Python Developer
3 3 (16.67%) Java Developer
3 3 (16.67%) Software Developer
3 3 (16.67%) SQL Developer
4 1 (5.56%) Audio Engineer
4 1 (5.56%) Data Programmer
4 1 (5.56%) Data Scientist
4 1 (5.56%) Django Developer
4 1 (5.56%) Dynamics AX Developer
4 1 (5.56%) Java Engineer
4 1 (5.56%) Java Programmer
4 1 (5.56%) Perl Developer
4 1 (5.56%) Perl Programmer
4 1 (5.56%) Programmer
4 1 (5.56%) Python/Django Developer
4 1 (5.56%) Research Engineer
Libraries, Frameworks & Software Standards
1 10 (55.56%) jQuery
2 9 (50.00%) Web Services
3 8 (44.44%) Django
3 8 (44.44%) Natural Language Processing
4 7 (38.89%) RESTful
5 5 (27.78%) CSS
5 5 (27.78%) HTML
6 3 (16.67%) CSS3
6 3 (16.67%) HTML5
7 2 (11.11%) AngularJS
7 2 (11.11%) Lucene
7 2 (11.11%) REST
7 2 (11.11%) Twitter Bootstrap
8 1 (5.56%) .NET
8 1 (5.56%) .NET Framework
8 1 (5.56%) ASP.NET
8 1 (5.56%) Middleware
Miscellaneous
1 6 (33.33%) Life Science
2 4 (22.22%) Computer Science
2 4 (22.22%) Mathematics
3 3 (16.67%) Informatics
4 1 (5.56%) Algorithms
4 1 (5.56%) Analytical Skills
4 1 (5.56%) Management Information System
4 1 (5.56%) Ontologies
4 1 (5.56%) Physics
4 1 (5.56%) Social Media
4 1 (5.56%) Statistics
4 1 (5.56%) Visualisation
Operating Systems
1 3 (16.67%) Linux
2 1 (5.56%) Ubuntu
Processes & Methodologies
1 8 (44.44%) Web Design
2 6 (33.33%) Analytics
3 5 (27.78%) Data Analytics
3 5 (27.78%) Responsive Web Design
4 3 (16.67%) Data Management
4 3 (16.67%) Front End Development
4 3 (16.67%) Software Engineering
5 2 (11.11%) Agile Software Development
5 2 (11.11%) Bioinformatics
5 2 (11.11%) Continuous Integration
5 2 (11.11%) Data Transformation
5 2 (11.11%) Machine Learning
5 2 (11.11%) Memory Management
5 2 (11.11%) TDD
6 1 (5.56%) Data Validation
6 1 (5.56%) Digital Signal Processing
6 1 (5.56%) Predictive Analytics
6 1 (5.56%) Product Marketing
6 1 (5.56%) Resource Management
6 1 (5.56%) Waterfall
Programming Languages
1 14 (77.78%) Python
2 10 (55.56%) JavaScript
2 10 (55.56%) SQL
3 7 (38.89%) Java
4 4 (22.22%) Perl
5 2 (11.11%) C++
6 1 (5.56%) C
6 1 (5.56%) C#
6 1 (5.56%) MATLAB
6 1 (5.56%) R
6 1 (5.56%) X++
Qualifications
1 5 (27.78%) Degree
2 1 (5.56%) PhD
Quality Assurance & Compliance
1 1 (5.56%) SNOMED CT
System Software
1 1 (5.56%) Firmware
Systems Management
1 2 (11.11%) Oracle Enterprise Manager
Vendors
1 3 (16.67%) Oracle
2 1 (5.56%) JD Edwards
2 1 (5.56%) Microsoft
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum Benefits
Posted: 1 hour ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 6 days ago