The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Yorkshire 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 121 139 129
Rank change year-on-year
+18 -10
Contract jobs citing Data Mining 6 11 1
As % of all contract IT jobs located in Yorkshire 0.25% 0.36% 0.037%
As % of the Database & Business Intelligence category 1.05% 1.57% 0.15%
Number of daily rates quoted 2 7 0
Median daily rate £313 £363 -
Median daily rate % change year-on-year
-13.79% -
UK excluding London median daily rate £400 £363 £375
% change year-on-year
+10.34% -3.33%
Number of hourly rates quoted 2 3 0
Median hourly rate £21.88 £19.50 -
Median hourly rate % change year-on-year
+12.21% -
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
Data Mining
England

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 Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Contract IT job ads with a match in the
Database & Business Intelligence category
570 701 679
As % of all contract IT jobs located in Yorkshire 23.73% 22.74% 25.29%
Number of daily rates quoted 385 471 424
Median daily rate £400 £386 £363
Median daily rate % change year-on-year
+3.55% +6.55%
90% offered a daily rate of more than £290 £288 £275
10% offered a daily rate of more than £525 £566 £475
UK excluding London median daily rate £400 £385 £363
% change year-on-year
+3.89% +6.20%
Number of hourly rates quoted 8 6 10
Median hourly rate £24.00 £19.50 £16.00
Median hourly rate % change year-on-year
+23.07% +21.87%
90% offered a hourly rate of more than £13.50 £9.00 £12.00
10% offered a hourly rate of more than £34.80 £29.00 £24.75
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 Yorkshire

The demand trend of contract jobs across the Yorkshire 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 Yorkshire

Data Mining
Daily Rate Trend in Yorkshire

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

Data Mining Daily Rate Trend in Yorkshire

Data Mining
Hourly Rate Trend in Yorkshire

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

Data Mining Hourly Rate Trend in Yorkshire

Data Mining
Contract Job Locations in Yorkshire

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 Yorkshire 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
West Yorkshire +16 5 £300 -17.24% 2
Data Mining
England

Data Mining
Top 30 Related IT Skills in Yorkshire

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 Yorkshire region with a requirement for Data Mining.

1 8 (66.67%) SQL
2 7 (58.33%) Data Modelling
2 7 (58.33%) Business Intelligence
2 7 (58.33%) Microsoft
3 5 (41.67%) SQL Server Reporting Services
3 5 (41.67%) SQL Server Integration Services
3 5 (41.67%) Analytical Skills
4 3 (25.00%) SQL Server
4 3 (25.00%) R
5 2 (16.67%) Apache Hive
5 2 (16.67%) Contingency Planning
5 2 (16.67%) Apache Spark
5 2 (16.67%) Algorithms
5 2 (16.67%) Enterprise Data Warehouse
5 2 (16.67%) KYC
5 2 (16.67%) Scala
5 2 (16.67%) Hadoop
5 2 (16.67%) HBase
5 2 (16.67%) Machine Learning
5 2 (16.67%) MS Office
5 2 (16.67%) ETL
5 2 (16.67%) VBA
5 2 (16.67%) C++
5 2 (16.67%) Java
5 2 (16.67%) Python
5 2 (16.67%) MS Excel
5 2 (16.67%) MATLAB
5 2 (16.67%) Project Management
5 2 (16.67%) CCA
5 2 (16.67%) Migration

Data Mining
Top Related IT Skills in Yorkshire 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 (16.67%) Apache Spark
Applications
1 2 (16.67%) MS Excel
1 2 (16.67%) MS Office
2 1 (8.33%) SPSS
Cloud Services
1 1 (8.33%) Azure Active Directory
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 5 (41.67%) SQL Server Integration Services
1 5 (41.67%) SQL Server Reporting Services
2 3 (25.00%) SQL Server
3 2 (16.67%) Apache Hive
3 2 (16.67%) Data Warehouse
3 2 (16.67%) Enterprise Data Warehouse
3 2 (16.67%) Hadoop
3 2 (16.67%) HBase
4 1 (8.33%) Big Data
4 1 (8.33%) KNIME
4 1 (8.33%) Mahout
4 1 (8.33%) Power BI
4 1 (8.33%) RDBMS
4 1 (8.33%) Relational Database
4 1 (8.33%) SQL Server 2016
4 1 (8.33%) SQL Server Analysis Services
General
1 2 (16.67%) Finance
1 2 (16.67%) Legal
2 1 (8.33%) Marketing
Job Titles
1 5 (41.67%) Developer
2 4 (33.33%) Analyst
3 2 (16.67%) Business Intelligence Analyst
3 2 (16.67%) Business Intelligence Developer
3 2 (16.67%) Data Analyst
3 2 (16.67%) Data Scientist
3 2 (16.67%) Senior Analyst
4 1 (8.33%) CRM Manager
4 1 (8.33%) DBA
4 1 (8.33%) NHS Data Analyst
4 1 (8.33%) PowerShell Developer
4 1 (8.33%) Senior Business Intelligence Analyst
4 1 (8.33%) Senior Data Analyst
4 1 (8.33%) SQL DBA
4 1 (8.33%) SQL Developer
4 1 (8.33%) SQL Server DBA
4 1 (8.33%) SQL Server Developer
4 1 (8.33%) SSIS Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) Cascading
1 1 (8.33%) RESTful
Miscellaneous
1 5 (41.67%) Analytical Skills
2 2 (16.67%) Algorithms
2 2 (16.67%) Data Protection Act
2 2 (16.67%) Management Information System
2 2 (16.67%) Neural Network
2 2 (16.67%) Statistics
2 2 (16.67%) Tandem
3 1 (8.33%) Computer Science
3 1 (8.33%) Copywriting
3 1 (8.33%) Informatics
3 1 (8.33%) Mathematics
3 1 (8.33%) NHS
3 1 (8.33%) Physics
3 1 (8.33%) Social Network
3 1 (8.33%) Visualisation
Processes & Methodologies
1 7 (58.33%) Business Intelligence
1 7 (58.33%) Data Modelling
2 2 (16.67%) Agile Software Development
2 2 (16.67%) Contingency Planning
2 2 (16.67%) Data Management
2 2 (16.67%) Data Migration
2 2 (16.67%) Data Protection
2 2 (16.67%) ETL
2 2 (16.67%) KYC
2 2 (16.67%) Machine Learning
2 2 (16.67%) Migration
2 2 (16.67%) Operations Management
2 2 (16.67%) Performance Management
2 2 (16.67%) Project Management
2 2 (16.67%) Risk Analysis
2 2 (16.67%) Stakeholder Management
3 1 (8.33%) Analytics
3 1 (8.33%) Infrastructure Management
3 1 (8.33%) Performance Monitoring
3 1 (8.33%) Performance Tuning
Programming Languages
1 8 (66.67%) SQL
2 3 (25.00%) R
3 2 (16.67%) C++
3 2 (16.67%) Java
3 2 (16.67%) MATLAB
3 2 (16.67%) Python
3 2 (16.67%) Scala
3 2 (16.67%) VBA
4 1 (8.33%) PowerShell
Qualifications
1 2 (16.67%) CCA
1 2 (16.67%) Degree
2 1 (8.33%) PhD
2 1 (8.33%) Postgraduate
System Software
1 1 (8.33%) Active Directory
Vendors
1 7 (58.33%) Microsoft
2 1 (8.33%) Salesforce.com
2 1 (8.33%) Tableau