Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Azure Data Factory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Data Factory over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1038 1203 1290
Rank change year-on-year +165 +87 -
Permanent jobs citing Azure Data Factory 151 34 6
As % of all permanent IT jobs advertised in the UK 0.084% 0.018% 0.003%
As % of the Cloud Services category 0.44% 0.14% 0.029%
Number of salaries quoted 142 35 6
UK median annual salary £50,000 £85,000 £80,000
Median salary % change year-on-year -41.18% +6.25% -
10th Percentile £31,250 £46,250 £56,250
90th Percentile £87,500 £97,500 £87,500
UK excluding London median annual salary £47,500 £50,000 £35,000
% change year-on-year -5.00% +42.86% -

Azure Data Factory is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 33972 24825 20369
As % of all permanent IT jobs advertised in the UK 18.86% 13.08% 9.37%
Number of salaries quoted 27970 20872 16916
UK median annual salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% - +5.26%
10th Percentile £27,500 £28,500 £27,500
90th Percentile £80,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.94%

Azure Data Factory
Job Vacancy Trend

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

Job vacancy trend for Azure Data Factory in the UK

Azure Data Factory
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Azure Data Factory.

Salary trend for Azure Data Factory in the UK

Azure Data Factory
Salary Histogram

The salary distribution of IT jobs citing Azure Data Factory over the 6 months to 23 November 2017.

Salary histogram for Azure Data Factory in the UK

Azure Data Factory
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Azure Data Factory within the UK 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +144 140 £50,000 -41.18% 15
UK excluding London +110 73 £47,500 -5.00% 4
London +51 71 £70,000 -20.00% 11
South East +62 30 £47,500 -5.00% 1
Midlands - 29 £32,500 - 1
West Midlands - 27 £32,500 - 1
South West +14 7 £57,500 +4.55% 1
Scotland - 4 £50,000 -
East of England - 2 £48,000 - 1
East Midlands - 2 £50,000 -
North of England +8 1 £48,000 +1.05%
North West -17 1 £48,000 +1.05%

For the 6 months to 23 November 2017, IT jobs citing Azure Data Factory also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Azure Data Factory.

1 151 (100.00%) Microsoft Azure
2 130 (86.09%) SQL
3 118 (78.15%) Business Intelligence
4 111 (73.51%) Power BI
5 104 (68.87%) Microsoft
6 101 (66.89%) Analytics
7 99 (65.56%) SQL Server
8 88 (58.28%) SQL Server Integration Services
9 85 (56.29%) Data Warehouse
10 69 (45.70%) Data Lake
11 65 (43.05%) Azure SQL Database
12 63 (41.72%) SQL Server Analysis Services
13 62 (41.06%) Visualisation
14 60 (39.74%) SQL Server Reporting Services
14 60 (39.74%) Azure SQL Data Warehouse
15 40 (26.49%) Machine Learning
16 39 (25.83%) Tableau
17 38 (25.17%) Data Visualisation
17 38 (25.17%) Agile Software Development
18 37 (24.50%) Information Management
18 37 (24.50%) Python
19 35 (23.18%) Stakeholder Management
19 35 (23.18%) Big Data
19 35 (23.18%) HDInsight
20 31 (20.53%) ETL
21 27 (17.88%) Cognos
22 24 (15.89%) Business Analytics
22 24 (15.89%) C#
22 24 (15.89%) JavaScript
23 23 (15.23%) .NET

Azure Data Factory
Co-occurring IT Skills 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 10 (6.62%) IIS
2 8 (5.30%) Apache
2 8 (5.30%) Apache Spark
3 7 (4.64%) GeoServer
4 2 (1.32%) BizTalk Server
5 1 (0.66%) Apache Airflow
5 1 (0.66%) SharePoint
Applications
1 14 (9.27%) SPSS
Business Applications
1 2 (1.32%) Dynamics CRM
2 1 (0.66%) Dynamics AX
2 1 (0.66%) Dynamics NAV
Cloud Services
1 151 (100.00%) Microsoft Azure
2 23 (15.23%) Azure Machine Learning
2 23 (15.23%) Cortana Intelligence Suite
3 15 (9.93%) PaaS
4 11 (7.28%) Amazon AWS
5 2 (1.32%) Data Lake Analytics
6 1 (0.66%) Azure Active Directory
6 1 (0.66%) Bluemix
6 1 (0.66%) IaaS
6 1 (0.66%) IBM Cloud
Database & Business Intelligence
1 111 (73.51%) Power BI
2 99 (65.56%) SQL Server
3 88 (58.28%) SQL Server Integration Services
4 85 (56.29%) Data Warehouse
5 69 (45.70%) Data Lake
6 65 (43.05%) Azure SQL Database
7 63 (41.72%) SQL Server Analysis Services
8 60 (39.74%) Azure SQL Data Warehouse
8 60 (39.74%) SQL Server Reporting Services
9 35 (23.18%) Big Data
9 35 (23.18%) HDInsight
10 14 (9.27%) DataStage
10 14 (9.27%) Hadoop
10 14 (9.27%) SQL Server 2008
11 13 (8.61%) OLAP
12 10 (6.62%) Oracle OLAP
13 9 (5.96%) Microsoft Analysis Services
14 7 (4.64%) HBase
15 6 (3.97%) NoSQL
15 6 (3.97%) SAP Data Services
Development Applications
1 5 (3.31%) Visual Studio
2 2 (1.32%) Git (software)
2 2 (1.32%) Octopus Deploy
2 2 (1.32%) TeamCity
3 1 (0.66%) Maven
3 1 (0.66%) Talend Open Studio
General
1 18 (11.92%) Advertising
2 10 (6.62%) Publishing
3 9 (5.96%) Local Government
4 6 (3.97%) Finance
4 6 (3.97%) Retail
5 4 (2.65%) Automotive
6 3 (1.99%) Marketing
7 1 (0.66%) Banking
7 1 (0.66%) Front Office
7 1 (0.66%) Telecoms
Job Titles
1 59 (39.07%) Consultant
2 58 (38.41%) Developer
3 53 (35.10%) Business Intelligence Consultant
4 38 (25.17%) Microsoft BI Consultant
5 29 (19.21%) Power BI Consultant
6 27 (17.88%) Azure Consultant
7 24 (15.89%) Business Intelligence Developer
8 19 (12.58%) Architect
9 18 (11.92%) .NET Developer
10 17 (11.26%) Azure Architect
11 16 (10.60%) Microsoft Consultant
12 15 (9.93%) SQL Developer
13 12 (7.95%) Data Engineer
13 12 (7.95%) Lead Architect
13 12 (7.95%) Senior Business Intelligence Consultant
13 12 (7.95%) Senior Consultant
14 11 (7.28%) Big Data Developer
14 11 (7.28%) Power BI Developer
15 10 (6.62%) Azure Developer
15 10 (6.62%) SQL Server Consultant
Libraries, Frameworks & Software Standards
1 23 (15.23%) .NET
2 15 (9.93%) ASP.NET
2 15 (9.93%) ASP.NET MVC
3 14 (9.27%) CSS
3 14 (9.27%) HTML
4 13 (8.61%) .NET Framework
4 13 (8.61%) Entity Framework
4 13 (8.61%) MDX
5 10 (6.62%) Ajax
5 10 (6.62%) jQuery
5 10 (6.62%) WCF
5 10 (6.62%) XML
6 7 (4.64%) ASP.NET Web API
6 7 (4.64%) GeoTools
6 7 (4.64%) JTS
6 7 (4.64%) REST
7 5 (3.31%) AngularJS
8 4 (2.65%) HTML5
8 4 (2.65%) JSON
9 3 (1.99%) Angular 2
Miscellaneous
1 18 (11.92%) Analytical Skills
2 6 (3.97%) Algorithms
2 6 (3.97%) Fintech
3 5 (3.31%) Computer Science
4 3 (1.99%) Driving Licence
5 1 (0.66%) Management Information System
5 1 (0.66%) Mobile App
Operating Systems
1 10 (6.62%) Windows
1 10 (6.62%) Windows Server
Processes & Methodologies
1 118 (78.15%) Business Intelligence
2 101 (66.89%) Analytics
3 62 (41.06%) Visualisation
4 40 (26.49%) Machine Learning
5 38 (25.17%) Agile Software Development
5 38 (25.17%) Data Visualisation
6 37 (24.50%) Information Management
7 35 (23.18%) Stakeholder Management
8 31 (20.53%) ETL
9 24 (15.89%) Business Analytics
10 19 (12.58%) Data Analytics
11 18 (11.92%) MVC
12 16 (10.60%) Continuous Integration
12 16 (10.60%) Presales
13 15 (9.93%) TDD
14 14 (9.27%) Migration
15 13 (8.61%) Scrum
16 12 (7.95%) Data Migration
16 12 (7.95%) Performance Management
16 12 (7.95%) Unit Testing
Programming Languages
1 130 (86.09%) SQL
2 37 (24.50%) Python
3 24 (15.89%) C#
3 24 (15.89%) JavaScript
4 23 (15.23%) R
5 18 (11.92%) T-SQL
6 17 (11.26%) PowerShell
7 9 (5.96%) Java
8 7 (4.64%) Scala
9 3 (1.99%) C
9 3 (1.99%) Data Analysis Expressions (DAX)
9 3 (1.99%) U-SQL
Qualifications
1 5 (3.31%) Degree
2 1 (0.66%) APMP
2 1 (0.66%) Computer Science Degree
2 1 (0.66%) SC Cleared
2 1 (0.66%) Security Cleared
Quality Assurance & Compliance
1 3 (1.99%) Data Quality
1 3 (1.99%) GDPR
2 1 (0.66%) Actionable Recommendations
2 1 (0.66%) QA
System Software
1 4 (2.65%) HDFS
2 2 (1.32%) Active Directory
Systems Management
1 1 (0.66%) Hadoop YARN
1 1 (0.66%) Oozie
Vendors
1 104 (68.87%) Microsoft
2 39 (25.83%) Tableau
3 27 (17.88%) Cognos
4 23 (15.23%) Oracle
5 21 (13.91%) IBM
6 11 (7.28%) SAP
7 6 (3.97%) Google
7 6 (3.97%) Informatica
8 4 (2.65%) Infor
8 4 (2.65%) MicroStrategy
9 1 (0.66%) Hortonworks
9 1 (0.66%) IDERA
9 1 (0.66%) Talend