The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Cambridgeshire / Cambridge
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 110 - -
Rank change year-on-year - 0  
Permanent jobs citing Data Mining 13 0 0
As % of all permanent IT jobs advertised in Cambridge 0.95% - -
As % of the Database & Business Intelligence category 3.75% - -
Number of salaries quoted 12 0 0
Median salary £35,000 - -
UK excluding London median salary £55,000 £42,500 £45,000
% change year-on-year +29.41% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridge
Permanent job vacancies with a requirement for database and business intelligence skills 347 296 428
As % of all permanent IT job vacancies advertised in Cambridge 25.31% 25.08% 29.20%
Number of salaries quoted 282 250 389
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £28,000 £30,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Cambridge.

Salary trend for Data Mining in Cambridge

Data Mining
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Mining in Cambridge over the 3 months to 23 June 2017.

Salary histogram for Data Mining in Cambridge

For the 6 months to 23 June 2017, 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 13 (65.00%) Text Mining
1 13 (65.00%) Natural Language Processing
2 12 (60.00%) Agile Software Development
2 12 (60.00%) Java
2 12 (60.00%) Algorithms
3 11 (55.00%) Data Structures
4 10 (50.00%) J2EE
4 10 (50.00%) PhD
4 10 (50.00%) Sun Certification
4 10 (50.00%) Hibernate
4 10 (50.00%) Spring
5 6 (30.00%) Degree
6 5 (25.00%) Python
6 5 (25.00%) Machine Learning
7 3 (15.00%) Analytics
7 3 (15.00%) Microservices
7 3 (15.00%) Linux
7 3 (15.00%) Perl
7 3 (15.00%) Postgraduate
7 3 (15.00%) Software Engineering
7 3 (15.00%) Life Science
7 3 (15.00%) Amazon AWS
8 2 (10.00%) RESTful
8 2 (10.00%) Scala
8 2 (10.00%) Hadoop
8 2 (10.00%) MapReduce
8 2 (10.00%) Apache Hive
8 2 (10.00%) Big Data
8 2 (10.00%) Statistical Modelling
8 2 (10.00%) Predictive Analytics

Data Mining
Co-occurring 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 (10.00%) Apache Spark
1 2 (10.00%) OpenStack
Applications
1 1 (5.00%) Microsoft Excel
Cloud Services
1 3 (15.00%) Amazon AWS
2 1 (5.00%) Microsoft Azure
2 1 (5.00%) PaaS
Database & Business Intelligence
1 13 (65.00%) Text Mining
2 2 (10.00%) Apache Hive
2 2 (10.00%) Big Data
2 2 (10.00%) Hadoop
2 2 (10.00%) PostgreSQL
3 1 (5.00%) Oracle BI EE
3 1 (5.00%) Relational Database
General
1 2 (10.00%) Games
2 1 (5.00%) Finance
Job Titles
1 13 (65.00%) Developer
2 10 (50.00%) Java Developer
3 3 (15.00%) Applications Engineer
4 2 (10.00%) Chief Technology Officer
4 2 (10.00%) Data Engineer
4 2 (10.00%) Senior Data Engineer
4 2 (10.00%) Software Developer
5 1 (5.00%) .NET Developer
5 1 (5.00%) Analytics Manager
5 1 (5.00%) AWS Engineer
5 1 (5.00%) Azure Developer
5 1 (5.00%) Big Data Engineer
5 1 (5.00%) Data Analytics Manager
5 1 (5.00%) Data Manager
5 1 (5.00%) Hadoop Engineer
5 1 (5.00%) Senior Developer
5 1 (5.00%) Senior Hadoop Engineer
5 1 (5.00%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 13 (65.00%) Natural Language Processing
2 10 (50.00%) Hibernate
2 10 (50.00%) J2EE
2 10 (50.00%) Spring
3 2 (10.00%) RESTful
4 1 (5.00%) .NET
4 1 (5.00%) Apache Cordova
4 1 (5.00%) Boost C++ Libraries
4 1 (5.00%) JSON
4 1 (5.00%) JSON Schema
4 1 (5.00%) STL
Miscellaneous
1 12 (60.00%) Algorithms
2 11 (55.00%) Data Structures
3 3 (15.00%) Life Science
4 2 (10.00%) Analytical Skills
4 2 (10.00%) Computer Science
5 1 (5.00%) Online Games
5 1 (5.00%) Private Cloud
5 1 (5.00%) Virtual Team
Operating Systems
1 3 (15.00%) Linux
Processes & Methodologies
1 12 (60.00%) Agile Software Development
2 5 (25.00%) Machine Learning
3 3 (15.00%) Analytics
3 3 (15.00%) Microservices
3 3 (15.00%) Software Engineering
4 2 (10.00%) Artificial Intelligence
4 2 (10.00%) Deep Learning
4 2 (10.00%) Knowledge Discovery
4 2 (10.00%) MapReduce
4 2 (10.00%) Predictive Analytics
4 2 (10.00%) SDLC
4 2 (10.00%) Statistical Modelling
5 1 (5.00%) Business Analysis
5 1 (5.00%) Data Management
5 1 (5.00%) Domain-Driven Design
5 1 (5.00%) Mathematics
5 1 (5.00%) Matrix Management
5 1 (5.00%) Predictive Modelling
5 1 (5.00%) Regression Analysis
5 1 (5.00%) Statistics
Programming Languages
1 12 (60.00%) Java
2 5 (25.00%) Python
3 3 (15.00%) Perl
4 2 (10.00%) Scala
5 1 (5.00%) C
5 1 (5.00%) C#
5 1 (5.00%) C++
5 1 (5.00%) PowerShell
5 1 (5.00%) R
5 1 (5.00%) SQL
5 1 (5.00%) VBA
Qualifications
1 10 (50.00%) PhD
1 10 (50.00%) Sun Certification
2 6 (30.00%) Degree
3 3 (15.00%) Postgraduate
4 2 (10.00%) Computer Science Degree
5 1 (5.00%) Master's Degree
5 1 (5.00%) Numerate Degree
System Software
1 1 (5.00%) Docker
Vendors
1 1 (5.00%) Microsoft
1 1 (5.00%) Salesforce.com
1 1 (5.00%) Vertica
1 1 (5.00%) Xamarin
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 45k per year + Awesome Benefits+Prospects!
Posted: 3 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £45000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £48000 - £50000 per annum
Posted: 4 days ago