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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 144 139 115
Rank change year-on-year
-5 -24
Contract jobs citing Data Mining 6 7 9
As % of all contract IT jobs located in Yorkshire 0.20% 0.22% 0.38%
As % of the Database & Business Intelligence category 0.77% 0.81% 1.48%
Number of daily rates quoted 5 6 9
Median daily rate £350 £363 £350
Median daily rate % change year-on-year
-3.44% +3.57%
UK excluding London median daily rate £375 £350 £410
% change year-on-year
+7.14% -14.63%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £16.50 -
% change year-on-year
+24.24% -
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
781 866 610
As % of all contract IT jobs located in Yorkshire 26.61% 27.76% 25.79%
Number of daily rates quoted 539 579 365
Median daily rate £380 £350 £325
Median daily rate % change year-on-year
+8.57% +7.69%
90% offered a daily rate of more than £300 £280 £225
10% offered a daily rate of more than £530 £460 £500
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 14 13 9
Median hourly rate £13.24 £15.20 £22.50
Median hourly rate % change year-on-year
-12.89% -32.46%
90% offered a hourly rate of more than £12.55 £10.35 £12.80
10% offered a hourly rate of more than £28.90 £37.04 £50.00
UK excluding London median hourly rate £28.18 £33.00 £28.50
% change year-on-year
-14.60% +15.78%

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 30 August 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 -2 5 £350 - 4
North Yorkshire - 1 £350 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 August 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 11 (68.75%) Data Modelling
2 9 (56.25%) SQL
3 7 (43.75%) Business Intelligence
4 6 (37.50%) Microsoft
4 6 (37.50%) Data Architecture
5 5 (31.25%) SQL Server Reporting Services
5 5 (31.25%) SQL Server Integration Services
5 5 (31.25%) Enterprise Architecture
6 4 (25.00%) Java
7 3 (18.75%) Agile Software Development
7 3 (18.75%) Hadoop
7 3 (18.75%) Apache Hive
7 3 (18.75%) HBase
7 3 (18.75%) Analytical Skills
7 3 (18.75%) Python
7 3 (18.75%) Finance
8 2 (12.50%) RDBMS
8 2 (12.50%) MATLAB
8 2 (12.50%) C++
8 2 (12.50%) Oracle
8 2 (12.50%) SQL Server
8 2 (12.50%) Apache Spark
8 2 (12.50%) Algorithms
8 2 (12.50%) Relational Database
8 2 (12.50%) Machine Learning
8 2 (12.50%) R
8 2 (12.50%) Big Data
8 2 (12.50%) Analytics
8 2 (12.50%) Scala
8 2 (12.50%) Statistics

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 (12.50%) Apache Spark
2 1 (6.25%) JBoss
2 1 (6.25%) SAS
2 1 (6.25%) Tomcat
2 1 (6.25%) WebLogic
Applications
1 1 (6.25%) MS Excel
1 1 (6.25%) MS Office
1 1 (6.25%) MS Visio
Business Applications
1 1 (6.25%) Oracle BPM
Communications & Networking
1 1 (6.25%) SAN
Database & Business Intelligence
1 5 (31.25%) SQL Server Integration Services
1 5 (31.25%) SQL Server Reporting Services
2 3 (18.75%) Apache Hive
2 3 (18.75%) Hadoop
2 3 (18.75%) HBase
3 2 (12.50%) Big Data
3 2 (12.50%) RDBMS
3 2 (12.50%) Relational Database
3 2 (12.50%) SQL Server
4 1 (6.25%) BusinessObjects
4 1 (6.25%) Data Warehouse
4 1 (6.25%) DB2
4 1 (6.25%) Enterprise Data Warehouse
4 1 (6.25%) Mahout
4 1 (6.25%) MongoDB
4 1 (6.25%) Oracle Reports
4 1 (6.25%) PostgreSQL
4 1 (6.25%) SQL Server 2000
4 1 (6.25%) SQL Server 2008
4 1 (6.25%) SQL Server Analysis Services
Development Applications
1 1 (6.25%) ERwin
1 1 (6.25%) Team Foundation Server
1 1 (6.25%) WebLogic Workshop
General
1 3 (18.75%) Finance
2 1 (6.25%) Banking
2 1 (6.25%) Legal
2 1 (6.25%) Retail
2 1 (6.25%) Telecoms
Job Titles
1 6 (37.50%) Architect
2 5 (31.25%) Data Architect
3 4 (25.00%) Analyst
3 4 (25.00%) Data Modeller
4 3 (18.75%) Developer
5 2 (12.50%) Business Intelligence Analyst
5 2 (12.50%) Business Intelligence Developer
5 2 (12.50%) Data Scientist
6 1 (6.25%) DBA
6 1 (6.25%) Digital Director
6 1 (6.25%) Junior Analyst
6 1 (6.25%) Lead Architect
6 1 (6.25%) Lead Business Analyst
6 1 (6.25%) Python Developer
6 1 (6.25%) Ruby Developer
6 1 (6.25%) Senior Analyst
6 1 (6.25%) Senior Business Intelligence Analyst
6 1 (6.25%) Services Director
6 1 (6.25%) SQL DBA
6 1 (6.25%) Systems Architect
Libraries, Frameworks & Software Standards
1 1 (6.25%) Cascading
1 1 (6.25%) CSS
1 1 (6.25%) HTML
1 1 (6.25%) JMS
1 1 (6.25%) JSP
1 1 (6.25%) Middleware
1 1 (6.25%) RESTful
1 1 (6.25%) Servlets
1 1 (6.25%) Spring
1 1 (6.25%) Struts
1 1 (6.25%) Web Services
1 1 (6.25%) XML
Miscellaneous
1 3 (18.75%) Analytical Skills
2 2 (12.50%) Algorithms
2 2 (12.50%) Neural Network
2 2 (12.50%) Statistics
3 1 (6.25%) Client/Server
3 1 (6.25%) Clustering
3 1 (6.25%) Computer Science
3 1 (6.25%) Data Protection Act
3 1 (6.25%) Management Information System
3 1 (6.25%) Mathematics
3 1 (6.25%) N-Tier
3 1 (6.25%) Physics
3 1 (6.25%) Social Network
Operating Systems
1 1 (6.25%) Unix
1 1 (6.25%) Windows
1 1 (6.25%) Windows Server 2003
1 1 (6.25%) Windows Server 2008
Processes & Methodologies
1 11 (68.75%) Data Modelling
2 7 (43.75%) Business Intelligence
3 6 (37.50%) Data Architecture
4 5 (31.25%) Enterprise Architecture
5 3 (18.75%) Agile Software Development
6 2 (12.50%) Analytics
6 2 (12.50%) Data Protection
6 2 (12.50%) Machine Learning
7 1 (6.25%) Actionable Insight
7 1 (6.25%) Contingency Planning
7 1 (6.25%) Data Analytics
7 1 (6.25%) Data Management
7 1 (6.25%) Functional Testing
7 1 (6.25%) Matrix Organization
7 1 (6.25%) Pair Programming
7 1 (6.25%) Performance Monitoring
7 1 (6.25%) SDLC
7 1 (6.25%) Service Design
7 1 (6.25%) TDD
7 1 (6.25%) Translating Business Requirements
Programming Languages
1 9 (56.25%) SQL
2 4 (25.00%) Java
3 3 (18.75%) Python
4 2 (12.50%) C++
4 2 (12.50%) MATLAB
4 2 (12.50%) R
4 2 (12.50%) Scala
5 1 (6.25%) JavaScript
5 1 (6.25%) PowerShell
5 1 (6.25%) Ruby
5 1 (6.25%) Shell Script
5 1 (6.25%) T-SQL
5 1 (6.25%) VBA
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) CCA
2 1 (6.25%) MCITP
2 1 (6.25%) MCSE
2 1 (6.25%) Microsoft Certification
2 1 (6.25%) PhD
System Software
1 1 (6.25%) Hyper-V
Systems Management
1 1 (6.25%) Failover Clustering
1 1 (6.25%) Microsoft Data Protection Manager
Vendors
1 6 (37.50%) Microsoft
2 2 (12.50%) Oracle
3 1 (6.25%) BEA
3 1 (6.25%) CA
3 1 (6.25%) IBM
3 1 (6.25%) Informatica
3 1 (6.25%) Pega
3 1 (6.25%) Sybase
3 1 (6.25%) Vitria