Period
to 20 July 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 20 July 2018 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
Scotland > Glasgow
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 118 84 93
Rank change year-on-year -34 +9 +3
Contract jobs citing Data Mining 2 14 3
As % of all contract IT jobs advertised in Glasgow 0.11% 1.10% 0.23%
As % of the Database & Business Intelligence category 0.40% 4.26% 0.93%
Number of daily rates quoted 1 1 2
Glasgow median daily rate £475 £425 £300
Median daily rate % change year-on-year +11.76% +41.67% -14.29%
10th Percentile £463 £413 £275
90th Percentile £488 £438 £325
Scotland median daily rate £413 £425 £338
% change year-on-year -2.94% +25.93% -13.74%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 501 329 322
As % of all contract IT jobs advertised in Glasgow 28.35% 25.80% 25.00%
Number of daily rates quoted 279 154 188
Glasgow median daily rate £415 £375 £350
Median daily rate % change year-on-year +10.67% +7.14% -2.44%
10th Percentile £309 £293 £246
90th Percentile £550 £456 £450
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 4 5 0
Glasgow median hourly rate £21.45 £190.00 -
Median hourly rate % change year-on-year -88.71% - -
Scotland median hourly rate £24.38 £43.39 £36.00
% change year-on-year -43.82% +20.53% +6.67%

Data Mining
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Mining in Glasgow

Data Mining
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Mining in Glasgow

For the 6 months to 20 July 2018, IT contractor jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Data Mining.

1 2 (100.00%) Data Analysis
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Analytics
1 2 (100.00%) Data Science
2 1 (50.00%) Data Transformation
2 1 (50.00%) Cybersecurity
2 1 (50.00%) Anomaly Detection
2 1 (50.00%) Data Structures
2 1 (50.00%) Algorithms
2 1 (50.00%) Data Engineering
2 1 (50.00%) Cyberthreat
2 1 (50.00%) Power BI
2 1 (50.00%) Data Acquisition
2 1 (50.00%) Data Lake
2 1 (50.00%) Azure Data Factory
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Mathematics
2 1 (50.00%) Computer Science
2 1 (50.00%) Computer Security
2 1 (50.00%) Cloud Computing
2 1 (50.00%) Hadoop
2 1 (50.00%) Visualisation
2 1 (50.00%) Microsoft Azure
2 1 (50.00%) R
2 1 (50.00%) Splunk
2 1 (50.00%) Machine Learning
2 1 (50.00%) Big Data
2 1 (50.00%) Cloudera
2 1 (50.00%) SQL
2 1 (50.00%) Python

Data Mining
Co-occurring IT Skills in Glasgow 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:

Cloud Services
1 1 (50.00%) Azure Data Factory
1 1 (50.00%) Cloud Computing
1 1 (50.00%) Microsoft Azure
Database & Business Intelligence
1 1 (50.00%) Big Data
1 1 (50.00%) Data Lake
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Hadoop
1 1 (50.00%) Power BI
Job Titles
1 1 (50.00%) Analytics Developer
1 1 (50.00%) Data Scientist
1 1 (50.00%) Developer
Miscellaneous
1 2 (100.00%) Analytical Skills
2 1 (50.00%) Algorithms
2 1 (50.00%) Clustering
2 1 (50.00%) Computer Science
2 1 (50.00%) Cyberthreat
2 1 (50.00%) Data Structures
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Analysis
1 2 (100.00%) Data Science
2 1 (50.00%) Anomaly Detection
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Computer Security
2 1 (50.00%) Cybersecurity
2 1 (50.00%) Data Acquisition
2 1 (50.00%) Data Engineering
2 1 (50.00%) Data Transformation
2 1 (50.00%) ETL
2 1 (50.00%) Machine Learning
2 1 (50.00%) Mathematics
2 1 (50.00%) Visualisation
Programming Languages
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) SQL
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) Microsoft
1 1 (50.00%) Splunk