Period
to 20 November 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Azure Data Factory skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Azure Data Factory over the 6 months to 20 November 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.

Microsoft Azure Data Factory
Scotland > Glasgow
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 100 91 -
Rank change year-on-year -9 - -
Contract jobs citing Azure Data Factory 10 3 0
As % of all contract IT jobs advertised in Glasgow 0.59% 0.23% -
As % of the Cloud Services category 2.79% 1.80% -
Number of daily rates quoted 8 2 0
Glasgow median daily rate £365 £378 -
Median daily rate % change year-on-year -3.31% - -
Scotland median daily rate £365 £425 -
% change year-on-year -14.12% - -
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Azure Data Factory is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Glasgow
Contract vacancies with a requirement for cloud computing skills 359 167 97
As % of all contract IT jobs advertised in Glasgow 21.04% 12.92% 8.73%
Number of daily rates quoted 222 110 64
Glasgow median daily rate £406 £355 £340
Median daily rate % change year-on-year +14.44% +4.41% +5.43%
10th Percentile £313 £300 £230
90th Percentile £538 £475 £464
Scotland median daily rate £425 £400 £350
% change year-on-year +6.25% +14.29% +4.63%
Number of hourly rates quoted 4 3 2
Glasgow median hourly rate £37.50 £30.00 £14.00
Median hourly rate % change year-on-year +25.00% +114.29% -
Scotland median hourly rate £32.00 £22.50 £14.00
% change year-on-year +42.22% +60.71% +16.67%

Azure Data Factory
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Azure Data Factory in Glasgow

Azure Data Factory
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Azure Data Factory in Glasgow

For the 6 months to 20 November 2018, IT contractor jobs citing Azure Data Factory 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 Azure Data Factory.

1 10 (100.00%) Business Intelligence
1 10 (100.00%) Microsoft
1 10 (100.00%) SQL
1 10 (100.00%) SQL Server
1 10 (100.00%) Data Warehouse
1 10 (100.00%) Agile Software Development
1 10 (100.00%) Microsoft Analysis Services
1 10 (100.00%) SQL Server Reporting Services
1 10 (100.00%) SQL Server Integration Services
1 10 (100.00%) SQL Server Analysis Services
1 10 (100.00%) Microsoft Azure
1 10 (100.00%) Power BI
1 10 (100.00%) Data Lake
2 9 (90.00%) Dynamics 365
2 9 (90.00%) Big Data
2 9 (90.00%) Analytics
2 9 (90.00%) HDInsight
2 9 (90.00%) Hadoop
2 9 (90.00%) Visualisation
2 9 (90.00%) PaaS
2 9 (90.00%) Azure SQL Database
2 9 (90.00%) Tableau
2 9 (90.00%) Machine Learning
2 9 (90.00%) Data Modelling
2 9 (90.00%) ETL
2 9 (90.00%) T-SQL
3 7 (70.00%) Service Design
3 7 (70.00%) Data Strategy
3 7 (70.00%) Digital Transformation Programme
4 3 (30.00%) CRM

Azure Data Factory
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:

Business Applications
1 3 (30.00%) Dynamics CRM
Cloud Services
1 10 (100.00%) Microsoft Azure
2 9 (90.00%) Dynamics 365
2 9 (90.00%) PaaS
3 2 (20.00%) Office 365
Database & Business Intelligence
1 10 (100.00%) Data Lake
1 10 (100.00%) Data Warehouse
1 10 (100.00%) Microsoft Analysis Services
1 10 (100.00%) Power BI
1 10 (100.00%) SQL Server
1 10 (100.00%) SQL Server Analysis Services
1 10 (100.00%) SQL Server Integration Services
1 10 (100.00%) SQL Server Reporting Services
2 9 (90.00%) Azure SQL Database
2 9 (90.00%) Big Data
2 9 (90.00%) Hadoop
2 9 (90.00%) HDInsight
3 1 (10.00%) Azure SQL Data Warehouse
General
1 1 (10.00%) Electronics
1 1 (10.00%) Finance
1 1 (10.00%) Manufacturing
1 1 (10.00%) Marketing
1 1 (10.00%) Telecoms
Job Titles
1 10 (100.00%) Developer
2 9 (90.00%) ETL Developer
3 2 (20.00%) Agile Developer
3 2 (20.00%) Azure Developer
3 2 (20.00%) SQL Developer
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Data Warehouse Developer
4 1 (10.00%) SSIS Developer
Processes & Methodologies
1 10 (100.00%) Agile Software Development
1 10 (100.00%) Business Intelligence
2 9 (90.00%) Analytics
2 9 (90.00%) Data Modelling
2 9 (90.00%) ETL
2 9 (90.00%) Machine Learning
2 9 (90.00%) Visualisation
3 7 (70.00%) Data Strategy
3 7 (70.00%) Digital Transformation Programme
3 7 (70.00%) Service Design
4 3 (30.00%) CRM
4 3 (30.00%) Software Engineering
5 1 (10.00%) Digital Marketing
5 1 (10.00%) Mathematics
5 1 (10.00%) Programme Management
5 1 (10.00%) Scrum
Programming Languages
1 10 (100.00%) SQL
2 9 (90.00%) T-SQL
Qualifications
1 2 (20.00%) Security Cleared
2 1 (10.00%) BC Cleared
2 1 (10.00%) BPSS Clearance
2 1 (10.00%) Degree
Vendors
1 10 (100.00%) Microsoft
2 9 (90.00%) Tableau
3 1 (10.00%) SAP