Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 19 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 > East Midlands
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 134 151 139
Rank change year-on-year +17 -12 -9
Contract jobs citing Data Mining 10 3 4
As % of all contract IT jobs advertised in the East Midlands 0.32% 0.092% 0.12%
As % of the Database & Business Intelligence category 1.59% 0.40% 0.54%
Number of daily rates quoted 8 2 3
East Midlands median daily rate £406 £319 £450
Median daily rate % change year-on-year +27.45% -29.17% +12.50%
10th Percentile £344 £307 £215
90th Percentile £456 £336 £485
England median daily rate £455 £400 £425
% change year-on-year +13.75% -5.88% -
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate £24.90 £21.88 £19.50
% change year-on-year +13.78% +12.22% -45.07%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Contract vacancies with a requirement for database or business intelligence skills 629 745 736
As % of all contract IT jobs advertised in the East Midlands 19.92% 22.73% 22.92%
Number of daily rates quoted 401 463 461
East Midlands median daily rate £375 £400 £353
Median daily rate % change year-on-year -6.25% +13.48% +7.63%
10th Percentile £270 £250 £225
90th Percentile £538 £560 £513
England median daily rate £458 £425 £413
% change year-on-year +7.65% +3.03% +3.13%
Number of hourly rates quoted 28 7 17
East Midlands median hourly rate £41.25 £16.09 £18.00
Median hourly rate % change year-on-year +156.37% -10.61% -48.57%
10th Percentile £14.38 £12.35 £12.75
90th Percentile £58.56 £41.00 £40.75
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

Data Mining
Job Vacancy Trend in the East Midlands

Job postings citing Data Mining as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Mining in the East Midlands

Data Mining
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Data Mining in the East Midlands

Data Mining
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Data Mining in the East Midlands over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Mining in the East Midlands

Data Mining
Contract Job Locations in the East Midlands

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 East Midlands region over the 6 months to 19 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
Northamptonshire +12 4 £388 +21.57% 2
Nottinghamshire - 2 £406 -
Derbyshire - 2 £300 -
Data Mining
England

For the 6 months to 19 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 East Midlands region with a requirement for Data Mining.

1 6 (60.00%) SQL
2 4 (40.00%) Agile Software Development
2 4 (40.00%) Migration
2 4 (40.00%) Data Modelling
2 4 (40.00%) ETL
2 4 (40.00%) Business Intelligence
2 4 (40.00%) Machine Learning
2 4 (40.00%) Data Structures
3 3 (30.00%) Data Quality
3 3 (30.00%) Data Migration
3 3 (30.00%) SQL Server
3 3 (30.00%) ERP
4 2 (20.00%) Automotive
4 2 (20.00%) Python
4 2 (20.00%) Visual Studio
4 2 (20.00%) Git (software)
4 2 (20.00%) Scala
4 2 (20.00%) Visualisation
4 2 (20.00%) R
4 2 (20.00%) Data Visualisation
4 2 (20.00%) Tableau
4 2 (20.00%) Apache Spark
4 2 (20.00%) Algorithms
4 2 (20.00%) Deep Learning
4 2 (20.00%) Power BI
4 2 (20.00%) Jupyter
5 1 (10.00%) PMO
5 1 (10.00%) Data Strategy
5 1 (10.00%) Acceptance Criteria
5 1 (10.00%) Trello

Data Mining
Co-occurring IT Skills in the East Midlands 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 (20.00%) Apache Spark
1 2 (20.00%) Jupyter
2 1 (10.00%) IIS
2 1 (10.00%) MQSeries
Applications
1 1 (10.00%) Microsoft Project
1 1 (10.00%) Mingle
Cloud Services
1 1 (10.00%) Microsoft Azure
1 1 (10.00%) Trello
Communications & Networking
1 1 (10.00%) Internet
Database & Business Intelligence
1 3 (30.00%) SQL Server
2 2 (20.00%) Power BI
3 1 (10.00%) Big Data
3 1 (10.00%) Data Warehouse
Development Applications
1 2 (20.00%) Git (software)
1 2 (20.00%) Visual Studio
General
1 2 (20.00%) Automotive
Job Titles
1 7 (70.00%) Analyst
2 5 (50.00%) Data Analyst
3 2 (20.00%) Data Scientist
4 1 (10.00%) Agile Business Analyst
4 1 (10.00%) Applications Support
4 1 (10.00%) Applications Support Analyst
4 1 (10.00%) Business Analyst
4 1 (10.00%) Data Migration Analyst
4 1 (10.00%) Data Modeller
4 1 (10.00%) Machine Learning Analyst
4 1 (10.00%) Migration Analyst
4 1 (10.00%) PMO Specialist
4 1 (10.00%) SQL Analyst
4 1 (10.00%) SQL Data Analyst
4 1 (10.00%) Support Analyst
Miscellaneous
1 4 (40.00%) Data Structures
2 2 (20.00%) Algorithms
3 1 (10.00%) Enterprise Software
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 4 (40.00%) Agile Software Development
1 4 (40.00%) Business Intelligence
1 4 (40.00%) Data Modelling
1 4 (40.00%) ETL
1 4 (40.00%) Machine Learning
1 4 (40.00%) Migration
2 3 (30.00%) Data Migration
2 3 (30.00%) ERP
3 2 (20.00%) Data Visualisation
3 2 (20.00%) Deep Learning
3 2 (20.00%) Visualisation
4 1 (10.00%) Acceptance Criteria
4 1 (10.00%) Analytics
4 1 (10.00%) Data Strategy
4 1 (10.00%) Demand Forecasting
4 1 (10.00%) DevOps
4 1 (10.00%) ITIL
4 1 (10.00%) PRINCE2
4 1 (10.00%) UML
4 1 (10.00%) User Stories
Programming Languages
1 6 (60.00%) SQL
2 2 (20.00%) Python
2 2 (20.00%) R
2 2 (20.00%) Scala
3 1 (10.00%) PowerShell
3 1 (10.00%) VBA
Qualifications
1 1 (10.00%) PMI Certification
1 1 (10.00%) PMP
1 1 (10.00%) SC Cleared
1 1 (10.00%) Security Cleared
Quality Assurance & Compliance
1 3 (30.00%) Data Quality
2 1 (10.00%) PMO
Vendors
1 2 (20.00%) Tableau
2 1 (10.00%) Atlassian
2 1 (10.00%) Microsoft
2 1 (10.00%) Oracle