The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
East of England / Cambridgeshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 131 121 129
Rank change year-on-year -10 +8  
Permanent jobs citing Data Mining 13 7 6
As % of all permanent IT jobs advertised in Cambridgeshire 0.67% 0.38% 0.27%
As % of the Database & Business Intelligence category 2.69% 1.48% 0.98%
Number of salaries quoted 12 6 6
Median salary £36,250 £45,000 £45,000
Median salary % change year-on-year -19.44% -  
UK excluding London median salary £53,750 £42,500 £45,000
% change year-on-year +26.47% -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 Cambridgeshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridgeshire
Permanent job vacancies with a requirement for database and business intelligence skills 484 472 612
As % of all permanent IT job vacancies advertised in Cambridgeshire 25.06% 25.58% 27.96%
Number of salaries quoted 404 405 545
Median salary £44,500 £40,500 £45,000
Median salary % change year-on-year +9.87% -10.00%  
90% offered a salary of more than £32,500 £30,000 £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 Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 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 in Cambridgeshire.

Salary trend for Data Mining in Cambridgeshire

Data Mining
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Mining in Cambridgeshire over the 3 months to 26 June 2017.

Salary histogram for Data Mining 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 June 2017. 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 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 -1 12 £35,000 - 4
Data Mining
East of England

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

1 15 (62.50%) Agile Software Development
2 13 (54.17%) Text Mining
2 13 (54.17%) Natural Language Processing
3 12 (50.00%) Java
3 12 (50.00%) Algorithms
4 11 (45.83%) Data Structures
5 10 (41.67%) J2EE
5 10 (41.67%) PhD
5 10 (41.67%) Hibernate
5 10 (41.67%) Sun Certification
5 10 (41.67%) Spring
6 9 (37.50%) Degree
7 6 (25.00%) Software Engineering
7 6 (25.00%) SDLC
7 6 (25.00%) Microservices
8 5 (20.83%) Machine Learning
8 5 (20.83%) Computer Science Degree
8 5 (20.83%) Computer Science
8 5 (20.83%) Python
9 4 (16.67%) Data Modelling
9 4 (16.67%) C#
9 4 (16.67%) .NET
9 4 (16.67%) Salesforce.com
9 4 (16.67%) Benchmarking
9 4 (16.67%) SOA
9 4 (16.67%) B2B
9 4 (16.67%) B2C
9 4 (16.67%) Microsoft
9 4 (16.67%) Scrum
9 4 (16.67%) Identity Management

Data Mining
Co-occurring 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 2 (8.33%) Apache Spark
1 2 (8.33%) OpenStack
2 1 (4.17%) SAS
Applications
1 1 (4.17%) Microsoft Excel
Cloud Services
1 4 (16.67%) Microsoft Azure
1 4 (16.67%) PaaS
2 3 (12.50%) Amazon AWS
Database & Business Intelligence
1 13 (54.17%) Text Mining
2 4 (16.67%) Relational Database
3 2 (8.33%) Apache Hive
3 2 (8.33%) Big Data
3 2 (8.33%) Hadoop
3 2 (8.33%) PostgreSQL
4 1 (4.17%) Base SAS
4 1 (4.17%) Oracle BI EE
General
1 2 (8.33%) Games
2 1 (4.17%) Finance
Job Titles
1 16 (66.67%) Developer
2 10 (41.67%) Java Developer
3 4 (16.67%) .NET Developer
4 3 (12.50%) Applications Engineer
5 2 (8.33%) Azure Developer
5 2 (8.33%) Chief Technology Officer
5 2 (8.33%) Data Engineer
5 2 (8.33%) Senior Data Engineer
5 2 (8.33%) Software Developer
6 1 (4.17%) Analytics Manager
6 1 (4.17%) AWS Engineer
6 1 (4.17%) Big Data Engineer
6 1 (4.17%) Data Analytics Manager
6 1 (4.17%) Data Manager
6 1 (4.17%) Hadoop Engineer
6 1 (4.17%) Programmer
6 1 (4.17%) SAS Programmer
6 1 (4.17%) Senior Developer
6 1 (4.17%) Senior Hadoop Engineer
6 1 (4.17%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 13 (54.17%) Natural Language Processing
2 10 (41.67%) Hibernate
2 10 (41.67%) J2EE
2 10 (41.67%) Spring
3 4 (16.67%) .NET
3 4 (16.67%) Apache Cordova
3 4 (16.67%) JSON
3 4 (16.67%) JSON Schema
4 2 (8.33%) RESTful
5 1 (4.17%) Boost C++ Libraries
5 1 (4.17%) STL
Miscellaneous
1 12 (50.00%) Algorithms
2 11 (45.83%) Data Structures
3 5 (20.83%) Computer Science
4 4 (16.67%) Virtual Team
5 3 (12.50%) Life Science
6 2 (8.33%) Analytical Skills
7 1 (4.17%) Online Games
7 1 (4.17%) Private Cloud
Operating Systems
1 3 (12.50%) Linux
Processes & Methodologies
1 15 (62.50%) Agile Software Development
2 6 (25.00%) Microservices
2 6 (25.00%) SDLC
2 6 (25.00%) Software Engineering
3 5 (20.83%) Machine Learning
4 4 (16.67%) B2B
4 4 (16.67%) B2C
4 4 (16.67%) Benchmarking
4 4 (16.67%) Business Analysis
4 4 (16.67%) Data Management
4 4 (16.67%) Data Privacy
4 4 (16.67%) DevOps
4 4 (16.67%) Domain-Driven Design
4 4 (16.67%) Identity Management
4 4 (16.67%) Matrix Management
4 4 (16.67%) Matrix Organization
4 4 (16.67%) Mobile Development
4 4 (16.67%) Scrum
4 4 (16.67%) Service Design
4 4 (16.67%) SOA
Programming Languages
1 12 (50.00%) Java
2 5 (20.83%) Python
3 4 (16.67%) C#
3 4 (16.67%) PowerShell
4 3 (12.50%) Perl
5 2 (8.33%) Scala
6 1 (4.17%) C
6 1 (4.17%) C++
6 1 (4.17%) R
6 1 (4.17%) SQL
6 1 (4.17%) VBA
Qualifications
1 10 (41.67%) PhD
1 10 (41.67%) Sun Certification
2 9 (37.50%) Degree
3 5 (20.83%) Computer Science Degree
4 3 (12.50%) Postgraduate
5 1 (4.17%) Master's Degree
5 1 (4.17%) Numerate Degree
System Software
1 4 (16.67%) Docker
Vendors
1 4 (16.67%) Microsoft
1 4 (16.67%) Salesforce.com
1 4 (16.67%) Xamarin
2 1 (4.17%) Vertica
Cambridge, Cambridgeshire
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Salary: £45000 - £55000 per annum
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Salary: £23000 - £35000 per annum
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Salary: £30k - 45k per year + Awesome Benefits+Prospects!
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