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 10 December 2016 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
10 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 61 77 82
Rank change year-on-year
+16 +5
Contract jobs citing Data Mining 7 10 6
As % of all contract IT jobs located in Buckinghamshire 0.83% 0.83% 0.48%
As % of the Database & Business Intelligence category 3.74% 3.33% 2.88%
Number of daily rates quoted 0 9 4
Median daily rate - £290 £210
Median daily rate % change year-on-year
- +38.09%
UK excluding London median daily rate £400 £363 £375
% change year-on-year
+10.34% -3.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
Data Mining
South East

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
187 300 208
As % of all contract IT jobs located in Buckinghamshire 22.26% 24.96% 16.51%
Number of daily rates quoted 76 145 112
Median daily rate £425 £375 £323
Median daily rate % change year-on-year
+13.33% +16.27%
90% offered a daily rate of more than £285 £287 £220
10% offered a daily rate of more than £526 £509 £478
UK excluding London median daily rate £400 £385 £363
% change year-on-year
+3.89% +6.20%
Number of hourly rates quoted 2 4 1
Median hourly rate £50.00 £25.00 £175.00
Median hourly rate % change year-on-year
+100.00% -85.71%
UK excluding London median hourly rate £38.00 £25.00 £33.50
% change year-on-year
+52.00% -25.37%

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
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mining within the Buckinghamshire region over the 3 months to 10 December 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +9 4 - -
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 10 December 2016, 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 5 (62.50%) Statistics
2 4 (50.00%) Artificial Intelligence
2 4 (50.00%) Computer Science
2 4 (50.00%) Mathematics
3 1 (12.50%) Visualisation
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
3 3 (37.50%) Agile Software Development
4 2 (25.00%) Scrum
4 2 (25.00%) Systems Analysis
5 1 (12.50%) Analytics
5 1 (12.50%) Data 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