The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Buckinghamshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 122 135 115
Rank change year-on-year
+13 -20
Permanent jobs citing Data Mining 1 3 13
As % of all permanent IT jobs located in Buckinghamshire 0.064% 0.14% 0.63%
As % of the Database & Business Intelligence category 0.22% 0.40% 2.25%
Number of salaries quoted 0 2 8
Median salary - £63,750 £42,500
Median salary % change year-on-year
- +50.00%
UK excluding London median salary £43,835 £45,000 £42,500
% change year-on-year
-2.59% +5.88%
Data Mining
South East

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 Buckinghamshire region.

Database & Business Intelligence Category
Buckinghamshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
465 742 578
As % of all permanent IT jobs located in Buckinghamshire 29.98% 35.27% 27.84%
Number of salaries quoted 411 615 471
Median salary £41,500 £40,500 £40,000
Median salary % change year-on-year
+2.46% +1.25%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £53,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Buckinghamshire

The demand trend of job ads across the Buckinghamshire 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 Buckinghamshire

Data Mining
Salary Trend in Buckinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Buckinghamshire region.

Data Mining Salary Trend in Buckinghamshire

Data Mining
Top 25 Related IT Skills in Buckinghamshire

For the 6 months to 8 December 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 Buckinghamshire region with a requirement for Data Mining.

1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) Finance
1 1 (50.00%) Legal
1 1 (50.00%) Scrum
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Banking
1 1 (50.00%) Artificial Intelligence
1 1 (50.00%) Systems Analysis
1 1 (50.00%) Statistics
1 1 (50.00%) Degree
1 1 (50.00%) Mathematics
1 1 (50.00%) Computer Science
1 1 (50.00%) QA
1 1 (50.00%) Quantitative Analysis
1 1 (50.00%) Predictive Modelling
1 1 (50.00%) R
1 1 (50.00%) Machine Learning
1 1 (50.00%) Deep Learning
1 1 (50.00%) Pandas
1 1 (50.00%) scikit-learn
1 1 (50.00%) Theano
1 1 (50.00%) XGBoost
1 1 (50.00%) Keras
1 1 (50.00%) Torch

Data Mining
Top Related IT Skills in Buckinghamshire 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:

General
1 1 (50.00%) Banking
1 1 (50.00%) Finance
1 1 (50.00%) Legal
Job Titles
1 1 (50.00%) Developer
1 1 (50.00%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Keras
1 1 (50.00%) Pandas
1 1 (50.00%) scikit-learn
1 1 (50.00%) Theano
1 1 (50.00%) Torch
1 1 (50.00%) XGBoost
Miscellaneous
1 1 (50.00%) Artificial Intelligence
1 1 (50.00%) Computer Science
1 1 (50.00%) Mathematics
1 1 (50.00%) Statistics
Processes & Methodologies
1 1 (50.00%) Agile Software Development
1 1 (50.00%) Deep Learning
1 1 (50.00%) Machine Learning
1 1 (50.00%) Predictive Modelling
1 1 (50.00%) Quantitative Analysis
1 1 (50.00%) Scrum
1 1 (50.00%) Systems Analysis
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) R
Qualifications
1 1 (50.00%) Degree
Quality Assurance & Compliance
1 1 (50.00%) QA