Period
to 2 April 2020

The following table provides summary statistics for contract job vacancies advertised in the South East 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 2 April 2020 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
England > South East
6 months to
2 Apr 2020
Same period 2019 Same period 2018
Rank 239 313 346
Rank change year-on-year +74 +33 +15
Contract jobs citing Azure Data Factory 44 53 31
As % of all contract jobs advertised in the South East 0.45% 0.34% 0.18%
As % of the Cloud Services category 1.71% 1.29% 0.93%
Number of daily rates quoted 30 37 23
Median daily rate £498 £525 £500
Median daily rate % change year-on-year -5.24% +5.00% -
10th Percentile £430 £338 £435
90th Percentile £788 £655 £644
England median daily rate £495 £500 £495
% change year-on-year -1.00% +1.01% -10.00%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £50.00
England median hourly rate £35.00 - £50.00

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 the South East with a requirement for cloud computing skills.

All Cloud Skills
South East
Contract vacancies with a requirement for cloud computing skills 2,572 4,105 3,317
As % of all contract IT jobs advertised in the South East 26.48% 26.25% 19.77%
Number of daily rates quoted 1,670 2,603 2,010
Median daily rate £450 £475 £450
Median daily rate % change year-on-year -5.26% +5.56% -
10th Percentile £206 £282 £300
90th Percentile £625 £625 £600
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 73 66 47
Median hourly rate £20.00 £18.38 £18.11
Median hourly rate % change year-on-year +8.84% +1.46% +20.73%
10th Percentile £15.20 £12.25 £12.24
90th Percentile £55.80 £60.63 £45.00
Median hourly rate £24.20 £18.66 £20.00
% change year-on-year +29.66% -6.70% +5.26%

Azure Data Factory
Job Vacancy Trend in the South East

Job postings citing Azure Data Factory as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Azure Data Factory in the South East

Azure Data Factory
Contractor Daily Rate Trend in the South East

3-month moving average daily rate quoted in jobs citing Azure Data Factory in the South East.

Daily rate trend for Azure Data Factory in the South East

Azure Data Factory
Daily Rate Histogram in the South East

Daily rate distribution for jobs citing Azure Data Factory in the South East over the 6 months to 2 April 2020.

Daily rate histogram for Azure Data Factory in the South East

Azure Data Factory
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Azure Data Factory within the South East region over the 6 months to 2 April 2020. 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
Hampshire +47 13 £525 +13.51% 4
Thames Valley +39 13 £663 +29.27% 1
Surrey +61 8 £493 -6.10% 2
Oxfordshire +22 7 £550 +41.94% 1
Berkshire +29 5 £775 +47.62%
Sussex - 5 £488 -
West Sussex +31 3 £475 -20.83%
Kent +14 2 - -
Buckinghamshire +12 1 £550 +12.82%
Azure Data Factory
England

For the 6 months to 2 April 2020, 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 South East region with a requirement for Azure Data Factory.

1 44 (100.00%) Azure
2 28 (63.64%) Data Lake
3 26 (59.09%) SQL
4 25 (56.82%) Power Platform
4 25 (56.82%) Power BI
5 23 (52.27%) Business Intelligence
6 22 (50.00%) Agile Software Development
7 20 (45.45%) Microsoft
8 19 (43.18%) SQL Server Integration Services
9 18 (40.91%) Python
10 16 (36.36%) Data Warehouse
10 16 (36.36%) ETL
11 15 (34.09%) Analytics
12 14 (31.82%) Machine Learning
13 13 (29.55%) Data Modelling
13 13 (29.55%) SQL Server
13 13 (29.55%) Tableau
13 13 (29.55%) Azure SQL Data Warehouse
14 12 (27.27%) T-SQL
15 11 (25.00%) Dimensional Modelling
15 11 (25.00%) Azure SQL Database
15 11 (25.00%) Analytical Skills
16 10 (22.73%) Business Analytics
16 10 (22.73%) Kimball Methodology
16 10 (22.73%) SQL Server Analysis Services
17 9 (20.45%) Data Architecture
17 9 (20.45%) Visualisation
17 9 (20.45%) SQL Server Reporting Services
17 9 (20.45%) Finance
17 9 (20.45%) UML

Azure Data Factory
Co-occurring IT Skills in the South East 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 6 (13.64%) CMS
2 3 (6.82%) Confluence
3 2 (4.55%) EPiServer
4 1 (2.27%) Apache
4 1 (2.27%) Apache Spark
Applications
1 6 (13.64%) Microsoft Excel
2 4 (9.09%) SPSS
Business Applications
1 5 (11.36%) Dynamics AX
2 4 (9.09%) Sparx Enterprise Architect
Cloud Services
1 44 (100.00%) Azure
2 25 (56.82%) Power Platform
3 6 (13.64%) Dynamics 365
4 5 (11.36%) PowerApps
5 3 (6.82%) Azure Functions
5 3 (6.82%) Serverless
6 2 (4.55%) AWS
6 2 (4.55%) AWS Lambda
6 2 (4.55%) Azure Active Directory
6 2 (4.55%) IaaS
7 1 (2.27%) Azure Stack
Database & Business Intelligence
1 28 (63.64%) Data Lake
2 25 (56.82%) Power BI
3 19 (43.18%) SQL Server Integration Services
4 16 (36.36%) Data Warehouse
5 13 (29.55%) Azure SQL Data Warehouse
5 13 (29.55%) SQL Server
6 11 (25.00%) Azure SQL Database
7 10 (22.73%) SQL Server Analysis Services
8 9 (20.45%) SQL Server Reporting Services
9 7 (15.91%) Big Data
10 6 (13.64%) OLAP
10 6 (13.64%) OLAP Cube
10 6 (13.64%) Oracle OLAP
10 6 (13.64%) SQL Server 2008
11 5 (11.36%) SAP BW
12 2 (4.55%) Biml
12 2 (4.55%) PostgreSQL
12 2 (4.55%) SQL Server 2016
13 1 (2.27%) Cosmos DB
13 1 (2.27%) PolyBase
Development Applications
1 3 (6.82%) JIRA
2 1 (2.27%) SQL Server Management Studio (SSMS)
General
1 9 (20.45%) Finance
2 4 (9.09%) Retail
3 2 (4.55%) Legal
4 1 (2.27%) Back Office
4 1 (2.27%) Financial Institution
Job Titles
1 19 (43.18%) Developer
2 14 (31.82%) Architect
3 12 (27.27%) Business Intelligence Developer
4 11 (25.00%) SQL BI Developer
4 11 (25.00%) SQL Developer
5 10 (22.73%) Azure Developer
6 6 (13.64%) Applications Architect
6 6 (13.64%) Azure Architect
6 6 (13.64%) Integration Architect
7 5 (11.36%) Data Architect
7 5 (11.36%) Data Engineer
8 4 (9.09%) Data Scientist
8 4 (9.09%) Power BI Developer
8 4 (9.09%) Python Developer
8 4 (9.09%) Report Developer
8 4 (9.09%) SSRS Developer
9 3 (6.82%) ERP Architect
9 3 (6.82%) ETL Developer
10 2 (4.55%) SQL Server BI Developer
10 2 (4.55%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (13.64%) MDX
1 6 (13.64%) Web Services
1 6 (13.64%) XML
2 5 (11.36%) .NET
3 2 (4.55%) .NET Core
3 2 (4.55%) AngularJS
3 2 (4.55%) ASP.NET
3 2 (4.55%) ASP.NET Web API
3 2 (4.55%) ASP.NET Web Forms
3 2 (4.55%) PySpark
3 2 (4.55%) Vue.js
3 2 (4.55%) WCF
3 2 (4.55%) WinForms
3 2 (4.55%) WPF
4 1 (2.27%) .NET Framework
4 1 (2.27%) Node.js
4 1 (2.27%) ODBC
Miscellaneous
1 11 (25.00%) Analytical Skills
2 3 (6.82%) Data Structures
3 2 (4.55%) Algorithms
4 1 (2.27%) Greenfield Project
4 1 (2.27%) Management Information System
4 1 (2.27%) Marketing Technology
4 1 (2.27%) Replication
4 1 (2.27%) Self-Motivation
Operating Systems
1 2 (4.55%) VMS
1 2 (4.55%) Windows
Processes & Methodologies
1 23 (52.27%) Business Intelligence
2 22 (50.00%) Agile Software Development
3 16 (36.36%) ETL
4 15 (34.09%) Analytics
5 14 (31.82%) Machine Learning
6 13 (29.55%) Data Modelling
7 11 (25.00%) Dimensional Modelling
8 10 (22.73%) Business Analytics
8 10 (22.73%) Kimball Methodology
9 9 (20.45%) Data Architecture
9 9 (20.45%) UML
9 9 (20.45%) Visualisation
10 8 (18.18%) Performance Tuning
11 6 (13.64%) Business Analysis
11 6 (13.64%) ERP
11 6 (13.64%) ETL Development
11 6 (13.64%) Migration
11 6 (13.64%) Problem-Solving
12 5 (11.36%) Data Integration
12 5 (11.36%) Test Automation
Programming Languages
1 26 (59.09%) SQL
2 18 (40.91%) Python
3 12 (27.27%) T-SQL
4 6 (13.64%) C#
4 6 (13.64%) Data Analysis Expressions (DAX)
5 5 (11.36%) PowerShell
6 4 (9.09%) R
7 3 (6.82%) JavaScript
8 2 (4.55%) Java
8 2 (4.55%) TypeScript
Qualifications
1 4 (9.09%) Degree
2 3 (6.82%) Security Cleared
3 1 (2.27%) Computer Science Degree
3 1 (2.27%) SC Cleared
Quality Assurance & Compliance
1 5 (11.36%) Data Quality
2 1 (2.27%) GDPR
System Software
1 2 (4.55%) Active Directory
Vendors
1 20 (45.45%) Microsoft
2 13 (29.55%) Tableau
3 9 (20.45%) Databricks
4 8 (18.18%) SAP
5 6 (13.64%) Oracle
6 4 (9.09%) Alteryx
6 4 (9.09%) Salesforce.com
6 4 (9.09%) Sparx