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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 123 114 127
Rank change year-on-year
-9 +13
Permanent jobs citing Data Mining 4 18 14
As % of all permanent IT jobs located in Cambridgeshire 0.23% 0.85% 0.58%
As % of the Database & Business Intelligence category 0.83% 2.83% 2.14%
Number of salaries quoted 3 18 14
Median salary £50,000 £45,000 £47,500
Median salary % change year-on-year
+11.11% -5.26%
90% offered a salary of more than £42,000 £45,000 £34,000
10% offered a salary of more than £82,000 £81,800 £60,000
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
480 636 655
As % of all permanent IT jobs located in Cambridgeshire 28.00% 29.92% 26.92%
Number of salaries quoted 398 599 536
Median salary £42,500 £45,000 £41,000
Median salary % change year-on-year
-5.55% +9.75%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 September 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 September 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 +10 4 £50,000 +11.11% 3
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 25 September 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 14 (82.35%) Python
2 9 (52.94%) Machine Learning
2 9 (52.94%) Algorithms
3 8 (47.06%) Java
3 8 (47.06%) Degree
4 7 (41.18%) C++
4 7 (41.18%) C
4 7 (41.18%) Linux
5 6 (35.29%) Benchmarking
5 6 (35.29%) Mathematics
5 6 (35.29%) Physics
5 6 (35.29%) Speech Recognition
5 6 (35.29%) Neural Network
5 6 (35.29%) Release Management
5 6 (35.29%) Computer Science
5 6 (35.29%) DNN
5 6 (35.29%) Lattice Semiconductor
5 6 (35.29%) API Design
5 6 (35.29%) Code Optimisation
5 6 (35.29%) Bash Shell
5 6 (35.29%) CUDA
5 6 (35.29%) Signal Processing
6 5 (29.41%) Informatics
6 5 (29.41%) Text Mining
6 5 (29.41%) Ontologies
6 5 (29.41%) Perl
7 4 (23.53%) Project Management
7 4 (23.53%) SNOMED CT
7 4 (23.53%) Natural Language Processing
7 4 (23.53%) Computational Linguistics

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 (35.29%) DNN
Database & Business Intelligence
1 5 (29.41%) Text Mining
2 3 (17.65%) Electronic Patient Records
3 2 (11.76%) Big Data
4 1 (5.88%) NoSQL
4 1 (5.88%) SQL Server
4 1 (5.88%) SQL Server Reporting Services
Development Applications
1 1 (5.88%) Team Foundation Server
General
1 1 (5.88%) Finance
1 1 (5.88%) Marketing
1 1 (5.88%) Pharmaceutical
1 1 (5.88%) Retail
Job Titles
1 6 (35.29%) Machine Learning Engineer
2 2 (11.76%) Analyst
2 2 (11.76%) Data Scientist
3 1 (5.88%) Analyst Programmer
3 1 (5.88%) Data Analyst
3 1 (5.88%) Java Engineer
3 1 (5.88%) Java Software Engineer
3 1 (5.88%) Principal Engineer
3 1 (5.88%) Principal Software Engineer
3 1 (5.88%) Programmer
3 1 (5.88%) Senior Analyst
3 1 (5.88%) Senior Analyst Programmer
3 1 (5.88%) Senior Java Engineer
3 1 (5.88%) Senior Programmer
3 1 (5.88%) Senior Software Engineer
3 1 (5.88%) Software Engineer
3 1 (5.88%) Support Manager
3 1 (5.88%) Technical Manager
3 1 (5.88%) Technical Support
3 1 (5.88%) Technical Support Manager
Libraries, Frameworks & Software Standards
1 4 (23.53%) Natural Language Processing
2 1 (5.88%) .NET
2 1 (5.88%) JSON
2 1 (5.88%) RESTful
2 1 (5.88%) XML
Miscellaneous
1 9 (52.94%) Algorithms
2 6 (35.29%) Computer Science
2 6 (35.29%) CUDA
2 6 (35.29%) Mathematics
2 6 (35.29%) Neural Network
2 6 (35.29%) Physics
3 5 (29.41%) Informatics
3 5 (29.41%) Ontologies
4 2 (11.76%) Analytical Skills
4 2 (11.76%) Data Structures
4 2 (11.76%) Life Science
4 2 (11.76%) Statistics
5 1 (5.88%) Artificial Intelligence
5 1 (5.88%) Biology
5 1 (5.88%) Clustering
5 1 (5.88%) Visualisation
Operating Systems
1 7 (41.18%) Linux
2 2 (11.76%) Unix
3 1 (5.88%) Windows
3 1 (5.88%) Windows Server
Processes & Methodologies
1 9 (52.94%) Machine Learning
2 6 (35.29%) API Design
2 6 (35.29%) Benchmarking
2 6 (35.29%) Code Optimisation
2 6 (35.29%) Release Management
2 6 (35.29%) Signal Processing
2 6 (35.29%) Speech Recognition
3 4 (23.53%) Computational Linguistics
3 4 (23.53%) Project Management
4 2 (11.76%) Analytics
4 2 (11.76%) E-Commerce
4 2 (11.76%) Multithreading
4 2 (11.76%) Statistical Modelling
5 1 (5.88%) Bayesian Methods
5 1 (5.88%) Bioinformatics
5 1 (5.88%) Data Analytics
5 1 (5.88%) Data Management
5 1 (5.88%) Data Protection
5 1 (5.88%) Software Engineering
5 1 (5.88%) Validation
Programming Languages
1 14 (82.35%) Python
2 8 (47.06%) Java
3 7 (41.18%) C
3 7 (41.18%) C++
4 6 (35.29%) Bash Shell
5 5 (29.41%) Perl
6 2 (11.76%) SQL
7 1 (5.88%) C#
7 1 (5.88%) R
7 1 (5.88%) Scala
Qualifications
1 8 (47.06%) Degree
2 2 (11.76%) PhD
3 1 (5.88%) Postgraduate
Quality Assurance & Compliance
1 4 (23.53%) SNOMED CT
2 1 (5.88%) QA
System Software
1 1 (5.88%) Hyper-V
1 1 (5.88%) VMware Infrastructure
1 1 (5.88%) vSphere
Vendors
1 6 (35.29%) Lattice Semiconductor
2 1 (5.88%) VMware
Cambridgeshire
The One Group
Salary: Market related
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £50000 per annum + Excellent Benefits & Prospects
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Salary: £25000 - £30000 per annum + Awesome + Top Prospects
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