The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Buckinghamshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Mining
South East / Buckinghamshire
Rank - 61 87
Contract jobs citing Data Mining 0 15 2
As % of all contract IT jobs located in Buckinghamshire - 1.54% 0.17%
As % of the Database & Business Intelligence category - 5.64% 0.80%
Number of daily rates quoted 0 14 2
Median daily rate - £295 £295
UK excluding London median daily rate £325 £373 £360
% change year-on-year
-12.75% +3.47%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.00 £15.00 £30.75
% change year-on-year
+40.00% -51.21%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Buckinghamshire region.

Database & Business Intelligence Category
Buckinghamshire
Contract IT job ads with a match in the
Database & Business Intelligence category
132 266 250
As % of all contract IT jobs located in Buckinghamshire 14.78% 27.23% 20.94%
Number of daily rates quoted 70 141 135
Median daily rate £350 £383 £350
Median daily rate % change year-on-year
-8.49% +9.28%
90% offered a daily rate of more than £275 £290 £265
10% offered a daily rate of more than £501 £550 £500
UK excluding London median daily rate £400 £375 £368
% change year-on-year
+6.66% +2.04%
Number of hourly rates quoted 0 2 0
Median hourly rate - £13.50 -
UK excluding London median hourly rate £37.75 £32.50 £32.50
% change year-on-year
+16.15% -

Data Mining
Jobs Demand Trend in Buckinghamshire

The demand trend of contract jobs across the Buckinghamshire region citing Data Mining as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Buckinghamshire

Data Mining
Daily Rate Trend in Buckinghamshire

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

Data Mining Daily Rate Trend in Buckinghamshire

Data Mining
Hourly Rate Trend in Buckinghamshire

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

Data Mining Hourly Rate Trend in Buckinghamshire

Data Mining
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 20 February 2017, IT contractor 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 contract ads across the Buckinghamshire region with a requirement for Data Mining.

1 6 (75.00%) Python
1 6 (75.00%) Machine Learning
2 5 (62.50%) Deep Learning
2 5 (62.50%) Pandas
2 5 (62.50%) Predictive Modelling
2 5 (62.50%) Theano
2 5 (62.50%) Keras
2 5 (62.50%) Torch
2 5 (62.50%) Java
2 5 (62.50%) Statistics
2 5 (62.50%) Quantitative Analysis
3 4 (50.00%) Degree
3 4 (50.00%) Mathematics
3 4 (50.00%) Computer Science
3 4 (50.00%) Artificial Intelligence
3 4 (50.00%) XGBoost
3 4 (50.00%) R
3 4 (50.00%) scikit-learn
4 3 (37.50%) Agile Software Development
5 2 (25.00%) C#
5 2 (25.00%) SQL Server Integration Services
5 2 (25.00%) Systems Analysis
5 2 (25.00%) Finance
5 2 (25.00%) Scrum
5 2 (25.00%) .NET
5 2 (25.00%) Oracle
5 2 (25.00%) SQL Server
5 2 (25.00%) PowerCenter
5 2 (25.00%) BizTalk Server
6 1 (12.50%) SQL

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:

Application Platforms
1 2 (25.00%) BizTalk Server
Database & Business Intelligence
1 2 (25.00%) PowerCenter
1 2 (25.00%) SQL Server
1 2 (25.00%) SQL Server Integration Services
2 1 (12.50%) Big Data
2 1 (12.50%) Hadoop
2 1 (12.50%) SQL Server Reporting Services
General
1 2 (25.00%) Finance
2 1 (12.50%) Banking
Job Titles
1 5 (62.50%) Developer
2 4 (50.00%) Machine Learning Developer
3 2 (25.00%) Analyst
3 2 (25.00%) Java Developer
3 2 (25.00%) Python Developer
3 2 (25.00%) Software Developer
3 2 (25.00%) Support Analyst
4 1 (12.50%) Applications Support
4 1 (12.50%) Applications Support Analyst
4 1 (12.50%) Data Scientist
4 1 (12.50%) Java Software Developer
4 1 (12.50%) SQL Analyst
4 1 (12.50%) SQL Server Analyst
4 1 (12.50%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 5 (62.50%) Keras
1 5 (62.50%) Pandas
1 5 (62.50%) Theano
1 5 (62.50%) Torch
2 4 (50.00%) scikit-learn
2 4 (50.00%) XGBoost
3 2 (25.00%) .NET
Miscellaneous
1 4 (50.00%) Computer Science
Processes & Methodologies
1 6 (75.00%) Machine Learning
2 5 (62.50%) Deep Learning
2 5 (62.50%) Predictive Modelling
2 5 (62.50%) Quantitative Analysis
2 5 (62.50%) Statistics
3 4 (50.00%) Artificial Intelligence
3 4 (50.00%) Mathematics
4 3 (37.50%) Agile Software Development
5 2 (25.00%) Scrum
5 2 (25.00%) Systems Analysis
6 1 (12.50%) Analytics
6 1 (12.50%) Data Visualisation
6 1 (12.50%) Visualisation
Programming Languages
1 6 (75.00%) Python
2 5 (62.50%) Java
3 4 (50.00%) R
4 2 (25.00%) C#
5 1 (12.50%) SQL
Qualifications
1 4 (50.00%) Degree
Vendors
1 2 (25.00%) Oracle