Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Mining skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mining over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mining
England > Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 177 197 213
Rank change year-on-year +20 +16 -43
Contract jobs citing Data Mining 10 11 13
As % of all contract IT jobs advertised in Yorkshire 0.23% 0.20% 0.21%
As % of the Database & Business Intelligence category 1.01% 0.81% 0.80%
Number of daily rates quoted 2 6 8
Yorkshire median daily rate £438 £350 £363
Median daily rate % change year-on-year +25.07% -3.45% +3.57%
10th Percentile £415 £323 £325
90th Percentile £449 £371 £395
England median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% -
Number of hourly rates quoted 0 2 3
Yorkshire median hourly rate - £21.88 £19.50
Median hourly rate % change year-on-year - +12.22% -
England median hourly rate £24.90 £21.88 £19.50
% change year-on-year +13.78% +12.22% -46.58%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 990 1357 1621
As % of all contract IT jobs advertised in Yorkshire 22.34% 24.90% 26.28%
Number of daily rates quoted 670 924 1098
Yorkshire median daily rate £400 £380 £365
Median daily rate % change year-on-year +5.26% +4.11% +5.80%
10th Percentile £305 £280 £270
90th Percentile £538 £538 £512
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 8 22 23
Yorkshire median hourly rate £21.75 £14.25 £17.50
Median hourly rate % change year-on-year +52.63% -18.57% +9.38%
10th Percentile £11.75 £12.30 £9.20
90th Percentile £37.85 £31.50 £37.04
England median hourly rate £32.00 £28.00 £27.50
% change year-on-year +14.29% +1.82% +11.11%

Data Mining
Job Vacancy Trend in Yorkshire

Job postings citing Data Mining as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Mining in Yorkshire

Data Mining
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Mining in Yorkshire

Data Mining
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Mining 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +3 6 £438 +25.07% 2
South Yorkshire - 4 - - 1
Data Mining
England

For the 6 months to 23 November 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 Yorkshire region with a requirement for Data Mining.

1 7 (70.00%) Microsoft
2 6 (60.00%) SQL
2 6 (60.00%) Data Extraction
3 5 (50.00%) Analytical Skills
4 4 (40.00%) CRM
4 4 (40.00%) SharePoint
4 4 (40.00%) MS Exchange
4 4 (40.00%) Stakeholder Management
4 4 (40.00%) Dynamics CRM
5 3 (30.00%) Business Intelligence
5 3 (30.00%) Validation
5 3 (30.00%) Predictive Modelling
5 3 (30.00%) Data Governance
5 3 (30.00%) Data Management
6 2 (20.00%) Data Protection
6 2 (20.00%) Mathematics
6 2 (20.00%) Unit Testing
6 2 (20.00%) SQL Server Analysis Services
6 2 (20.00%) Dimensional Modelling
6 2 (20.00%) Data Virtualisation
6 2 (20.00%) Line Management
6 2 (20.00%) Data Integration
6 2 (20.00%) Data Architecture
6 2 (20.00%) Microsoft Azure
6 2 (20.00%) OLAP Cube
6 2 (20.00%) Conceptual Models
6 2 (20.00%) API Development
6 2 (20.00%) Power BI
6 2 (20.00%) Data Modelling
6 2 (20.00%) ETL

Data Mining
Co-occurring 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 4 (40.00%) MS Exchange
1 4 (40.00%) SharePoint
2 2 (20.00%) SAS
Business Applications
1 4 (40.00%) Dynamics CRM
Cloud Services
1 2 (20.00%) Microsoft Azure
Database & Business Intelligence
1 2 (20.00%) Data Warehouse
1 2 (20.00%) OLAP
1 2 (20.00%) OLAP Cube
1 2 (20.00%) Power BI
1 2 (20.00%) SQL Server Analysis Services
General
1 1 (10.00%) Banking
1 1 (10.00%) Finance
1 1 (10.00%) Marketing
Job Titles
1 3 (30.00%) Analyst
2 2 (20.00%) Architect
2 2 (20.00%) Data Architect
2 2 (20.00%) Delivery Manager
2 2 (20.00%) SAS Analyst
2 2 (20.00%) Senior Analyst
2 2 (20.00%) Stakeholder Manager
2 2 (20.00%) Technical Delivery Manager
2 2 (20.00%) Technical Manager
3 1 (10.00%) Analyst Developer
3 1 (10.00%) Customer Analyst
3 1 (10.00%) Data Analyst
3 1 (10.00%) Data Manager
3 1 (10.00%) SAS Data Analyst
3 1 (10.00%) SAS Developer
3 1 (10.00%) Senior Data Analyst
3 1 (10.00%) Senior SAS Analyst
3 1 (10.00%) SharePoint Project Manager
3 1 (10.00%) SQL Analyst
3 1 (10.00%) SQL Data Analyst
Miscellaneous
1 5 (50.00%) Analytical Skills
2 1 (10.00%) Data Protection Act
2 1 (10.00%) Management Information System
2 1 (10.00%) Reference Data
Processes & Methodologies
1 6 (60.00%) Data Extraction
2 4 (40.00%) CRM
2 4 (40.00%) Stakeholder Management
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Data Governance
3 3 (30.00%) Data Management
3 3 (30.00%) Predictive Modelling
3 3 (30.00%) Validation
4 2 (20.00%) API Development
4 2 (20.00%) Conceptual Models
4 2 (20.00%) Data Architecture
4 2 (20.00%) Data Integration
4 2 (20.00%) Data Modelling
4 2 (20.00%) Data Protection
4 2 (20.00%) Data Virtualisation
4 2 (20.00%) Dimensional Modelling
4 2 (20.00%) ETL
4 2 (20.00%) Line Management
4 2 (20.00%) Mathematics
4 2 (20.00%) Unit Testing
Programming Languages
1 6 (60.00%) SQL
Qualifications
1 1 (10.00%) Degree
1 1 (10.00%) Numerate Degree
Vendors
1 7 (70.00%) Microsoft