Period
to 19 September 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 19 September 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK
6 months to
19 Sep 2017
Same period 2016 Same period 2015
Rank 1061 1230 1310
Rank change year-on-year +169 +80 -
Permanent jobs citing Azure Data Factory 120 19 1
As % of all permanent IT jobs advertised in the UK 0.068% 0.010% 0.000%
As % of the Cloud Services category 0.38% 0.079% 0.005%
Number of salaries quoted 109 19 1
UK median annual salary £50,000 £90,000 £35,000
Median salary % change year-on-year -44.44% +157.14% -
10th Percentile £31,250 £49,250 £32,500
90th Percentile £80,250 £107,500 £37,500
UK excluding London median annual salary £45,000 £48,750 £35,000
% change year-on-year -7.69% +39.29% -

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 31330 24127 19648
As % of all permanent IT jobs advertised in the UK 17.68% 12.44% 8.96%
Number of salaries quoted 25776 20343 16055
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,000 £28,000 £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% +6.25%

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 19 September 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 19 September 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 +157 116 £50,000 -44.44% 6
UK excluding London +116 70 £45,000 -7.69% 1
London +58 48 £70,000 -22.22% 4
Midlands - 31 £32,500 -
West Midlands - 30 £32,500 -
South East - 24 £47,500 - 1
South West +6 5 £60,000 +9.09%
North West -14 4 £46,500 -2.11%
North of England -15 4 £46,500 -2.11%
Scotland - 3 £54,000 -
East of England - 3 £48,000 -
East Midlands - 1 £50,000 -

For the 6 months to 19 September 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.

1 119 (99.17%) Microsoft Azure
2 99 (82.50%) Business Intelligence
3 87 (72.50%) Power BI
4 86 (71.67%) SQL
5 84 (70.00%) Microsoft
6 70 (58.33%) SQL Server Integration Services
7 68 (56.67%) SQL Server
8 66 (55.00%) Data Warehouse
8 66 (55.00%) Analytics
9 48 (40.00%) Data Lake
10 47 (39.17%) SQL Server Reporting Services
11 45 (37.50%) SQL Server Analysis Services
11 45 (37.50%) Visualisation
12 41 (34.17%) Agile Software Development
13 40 (33.33%) Machine Learning
14 39 (32.50%) Azure SQL Database
15 35 (29.17%) Azure SQL Data Warehouse
16 32 (26.67%) Data Visualisation
17 31 (25.83%) Stakeholder Management
18 29 (24.17%) ETL
19 28 (23.33%) Cognos
20 25 (20.83%) Azure Machine Learning
21 24 (20.00%) Big Data
21 24 (20.00%) Information Management
22 23 (19.17%) Python
23 22 (18.33%) IBM
23 22 (18.33%) HDInsight
24 21 (17.50%) Tableau
24 21 (17.50%) Performance Management
25 18 (15.00%) Local Government

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 9 (7.50%) Apache Spark
2 7 (5.83%) IIS
3 5 (4.17%) Apache
3 5 (4.17%) GeoServer
4 4 (3.33%) Apache Solr
4 4 (3.33%) Elasticsearch
5 1 (0.83%) BizTalk Server
Applications
1 17 (14.17%) SPSS
Business Applications
1 1 (0.83%) Dynamics AX
1 1 (0.83%) Dynamics CRM
1 1 (0.83%) Dynamics NAV
Cloud Services
1 119 (99.17%) Microsoft Azure
2 25 (20.83%) Azure Machine Learning
3 11 (9.17%) Cortana Intelligence Suite
4 9 (7.50%) Amazon AWS
5 8 (6.67%) PaaS
6 4 (3.33%) Google Cloud Platform
7 2 (1.67%) Data Lake Analytics
8 1 (0.83%) Bluemix
8 1 (0.83%) Cloud Computing
8 1 (0.83%) IaaS
8 1 (0.83%) IBM Cloud
Database & Business Intelligence
1 87 (72.50%) Power BI
2 70 (58.33%) SQL Server Integration Services
3 68 (56.67%) SQL Server
4 66 (55.00%) Data Warehouse
5 48 (40.00%) Data Lake
6 47 (39.17%) SQL Server Reporting Services
7 45 (37.50%) SQL Server Analysis Services
8 39 (32.50%) Azure SQL Database
9 35 (29.17%) Azure SQL Data Warehouse
10 24 (20.00%) Big Data
11 22 (18.33%) HDInsight
12 18 (15.00%) DataStage
13 14 (11.67%) Hadoop
14 13 (10.83%) SQL Server 2008
15 10 (8.33%) OLAP
16 9 (7.50%) HBase
17 8 (6.67%) SAP Data Services
18 6 (5.00%) NoSQL
19 5 (4.17%) Oracle OLAP
20 4 (3.33%) Apache Hive
Development Applications
1 2 (1.67%) Talend Open Studio
1 2 (1.67%) Visual Studio
2 1 (0.83%) SQL Server Management Studio (SSMS)
General
1 18 (15.00%) Local Government
2 8 (6.67%) Advertising
3 7 (5.83%) Publishing
4 6 (5.00%) Retail
5 4 (3.33%) Finance
5 4 (3.33%) Front Office
6 1 (0.83%) Automotive
6 1 (0.83%) Manufacturing
6 1 (0.83%) Marketing
Job Titles
1 59 (49.17%) Developer
2 44 (36.67%) Consultant
3 40 (33.33%) Business Intelligence Consultant
4 35 (29.17%) Business Intelligence Developer
5 26 (21.67%) Power BI Consultant
6 19 (15.83%) Power BI Developer
7 15 (12.50%) Microsoft BI Consultant
8 14 (11.67%) Azure Consultant
9 12 (10.00%) Architect
10 11 (9.17%) .NET Developer
11 10 (8.33%) Azure Architect
11 10 (8.33%) Big Data Developer
12 9 (7.50%) Data Engineer
12 9 (7.50%) Junior
13 8 (6.67%) Azure Developer
13 8 (6.67%) Business Intelligence Specialist
13 8 (6.67%) Data Warehouse Specialist
13 8 (6.67%) SQL Developer
14 7 (5.83%) Analyst
14 7 (5.83%) Senior Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 14 (11.67%) .NET
2 9 (7.50%) CSS
2 9 (7.50%) HTML
2 9 (7.50%) MDX
3 8 (6.67%) .NET Framework
3 8 (6.67%) ASP.NET
3 8 (6.67%) ASP.NET MVC
3 8 (6.67%) Entity Framework
4 7 (5.83%) Ajax
4 7 (5.83%) jQuery
4 7 (5.83%) WCF
4 7 (5.83%) XML
5 5 (4.17%) GeoTools
5 5 (4.17%) JTS
6 4 (3.33%) Kafka
7 1 (0.83%) ASP.NET Web API
7 1 (0.83%) HTML5
7 1 (0.83%) JSON
7 1 (0.83%) Middleware
7 1 (0.83%) REST
Miscellaneous
1 13 (10.83%) Analytical Skills
2 6 (5.00%) Algorithms
3 3 (2.50%) Computer Science
4 1 (0.83%) Management Information System
Operating Systems
1 7 (5.83%) Windows
1 7 (5.83%) Windows Server
Processes & Methodologies
1 99 (82.50%) Business Intelligence
2 66 (55.00%) Analytics
3 45 (37.50%) Visualisation
4 41 (34.17%) Agile Software Development
5 40 (33.33%) Machine Learning
6 32 (26.67%) Data Visualisation
7 31 (25.83%) Stakeholder Management
8 29 (24.17%) ETL
9 24 (20.00%) Information Management
10 21 (17.50%) Performance Management
11 14 (11.67%) Business Analytics
12 13 (10.83%) Scrum
13 8 (6.67%) B2B
13 8 (6.67%) Data Analytics
13 8 (6.67%) Data Modelling
13 8 (6.67%) MVC
14 7 (5.83%) Dependency Injection
14 7 (5.83%) Presales
14 7 (5.83%) TDD
14 7 (5.83%) Unit Testing
Programming Languages
1 86 (71.67%) SQL
2 23 (19.17%) Python
3 16 (13.33%) JavaScript
3 16 (13.33%) R
4 14 (11.67%) C#
5 10 (8.33%) Java
5 10 (8.33%) PowerShell
6 9 (7.50%) Scala
6 9 (7.50%) T-SQL
7 3 (2.50%) Data Analysis Expressions (DAX)
7 3 (2.50%) U-SQL
Qualifications
1 3 (2.50%) Degree
2 1 (0.83%) APMP
Quality Assurance & Compliance
1 2 (1.67%) Data Quality
1 2 (1.67%) GDPR
System Software
1 1 (0.83%) Active Directory
Vendors
1 84 (70.00%) Microsoft
2 28 (23.33%) Cognos
3 22 (18.33%) IBM
4 21 (17.50%) Tableau
5 16 (13.33%) Oracle
6 9 (7.50%) Informatica
6 9 (7.50%) SAP
7 4 (3.33%) Google
8 3 (2.50%) MicroStrategy
9 2 (1.67%) Talend
10 1 (0.83%) Hortonworks
10 1 (0.83%) IDERA
10 1 (0.83%) Infor