Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 13 April 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 13 April 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK > England
6 months to
13 Apr 2021		 Same period 2020 Same period 2019
Rank 421 580 786
Rank change year-on-year +159 +206 +33
Permanent jobs citing Azure Data Factory 492 400 300
As % of all permanent jobs advertised in England 0.67% 0.38% 0.22%
As % of the Cloud Services category 1.60% 1.09% 0.78%
Number of salaries quoted 413 329 232
10th Percentile £40,050 £37,400 £48,500
25th Percentile £50,000 £47,500 £52,500
Median annual salary (50th Percentile) £62,500 £67,500 £62,500
Median % change year-on-year -7.41% +8.00% +4.17%
75th Percentile £77,500 £80,000 £78,750
90th Percentile £95,000 £87,500 £88,750
UK median annual salary £62,500 £67,500 £62,500
% change year-on-year -7.41% +8.00% +4.17%

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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 30,751 36,657 38,629
As % of all permanent IT jobs advertised in England 41.59% 34.91% 28.00%
Number of salaries quoted 25,482 30,417 31,536
10th Percentile £32,500 £31,250 £30,750
25th Percentile £42,500 £41,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - +4.76%
75th Percentile £77,500 £75,000 £73,750
90th Percentile £92,500 £92,500 £87,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Azure Data Factory
Job Vacancy Trend in England

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

Job vacancy trend for Azure Data Factory in England

Azure Data Factory
Salary Trend in England

3-month moving average salary quoted in jobs citing Azure Data Factory in England.

Salary trend for Azure Data Factory in England

Azure Data Factory
Salary Histogram in England

Salary distribution for jobs citing Azure Data Factory in England over the 6 months to 13 April 2021.

Salary histogram for Azure Data Factory in England

Azure Data Factory
Job Locations in England

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 England region over the 6 months to 13 April 2021. 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
London +88 232 £67,500 -6.90% 54
South East +121 82 £58,492 -10.01% 23
North of England +103 80 £55,000 -17.91% 23
Midlands +54 59 £55,000 +29.41% 13
West Midlands +43 41 £55,000 +15.79% 10
Yorkshire +34 41 £46,250 -37.29% 10
North West +60 33 £55,000 -13.04% 10
East Midlands +17 18 £52,500 +36.36% 3
South West +19 14 £52,500 +4.48% 3
North East - 6 £60,000 - 3
East of England +47 4 £57,500 +35.29% 10
Azure Data Factory
UK

For the 6 months to 13 April 2021, IT 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 permanent job ads across the England region with a requirement for Azure Data Factory.

1 492 (100.00%) Azure
2 387 (78.66%) SQL
3 309 (62.80%) Business Intelligence
4 276 (56.10%) Microsoft
5 264 (53.66%) Data Warehouse
6 237 (48.17%) Power Platform
7 236 (47.97%) Power BI
8 231 (46.95%) SQL Server
9 220 (44.72%) Data Lake
10 215 (43.70%) Databricks
11 210 (42.68%) ETL
12 206 (41.87%) Data Modelling
13 204 (41.46%) Analytics
14 194 (39.43%) Agile Software Development
15 189 (38.41%) SQL Server Integration Services
16 183 (37.20%) Azure SQL Database
17 174 (35.37%) DevOps
18 165 (33.54%) Python
19 155 (31.50%) SQL Server Reporting Services
20 148 (30.08%) SQL Server Analysis Services
21 106 (21.54%) AWS
22 100 (20.33%) Azure SQL Data Warehouse
23 97 (19.72%) Visualisation
24 90 (18.29%) T-SQL
25 80 (16.26%) PaaS
26 76 (15.45%) Analytical Skills
26 76 (15.45%) Finance
26 76 (15.45%) Microsoft Analysis Services
26 76 (15.45%) Data Management
27 75 (15.24%) C#

Azure Data Factory
Co-occurring IT Skills in England 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 46 (9.35%) Apache Spark
2 28 (5.69%) Apache
3 17 (3.46%) Confluence
3 17 (3.46%) SharePoint
4 16 (3.25%) Apache Synapse
5 4 (0.81%) BizTalk Server
6 1 (0.20%) Apache Airflow
Applications
1 22 (4.47%) Microsoft Excel
2 9 (1.83%) Adobe Creative Suite
2 9 (1.83%) InVision
2 9 (1.83%) Sketch
Business Applications
1 8 (1.63%) Dynamics CRM
2 5 (1.02%) Sparx Enterprise Architect
3 3 (0.61%) Dynamics AX
4 2 (0.41%) NetSuite
Cloud Services
1 492 (100.00%) Azure
2 237 (48.17%) Power Platform
3 106 (21.54%) AWS
4 80 (16.26%) PaaS
5 52 (10.57%) IaaS
6 51 (10.37%) Serverless
7 45 (9.15%) Azure Functions
8 43 (8.74%) Azure Stack
9 41 (8.33%) Logic Apps
10 38 (7.72%) Azure Active Directory
11 33 (6.71%) SaaS
12 24 (4.88%) Azure Machine Learning
13 23 (4.67%) GCP
14 20 (4.07%) Dynamics 365
15 18 (3.66%) Azure ExpressRoute
16 14 (2.85%) Amazon Kinesis
17 13 (2.64%) Cloud Computing
18 12 (2.44%) Amazon S3
18 12 (2.44%) PowerApps
19 11 (2.24%) AWS Lambda
Communications & Networking
1 18 (3.66%) Firewall
2 17 (3.46%) DMZ
3 4 (0.81%) DNS
3 4 (0.81%) FTP
4 1 (0.20%) Software-Defined Networking
Database & Business Intelligence
1 264 (53.66%) Data Warehouse
2 236 (47.97%) Power BI
3 231 (46.95%) SQL Server
4 220 (44.72%) Data Lake
5 189 (38.41%) SQL Server Integration Services
6 183 (37.20%) Azure SQL Database
7 155 (31.50%) SQL Server Reporting Services
8 148 (30.08%) SQL Server Analysis Services
9 100 (20.33%) Azure SQL Data Warehouse
10 76 (15.45%) Microsoft Analysis Services
11 49 (9.96%) Cosmos DB
12 44 (8.94%) Tableau
13 42 (8.54%) NoSQL
14 37 (7.52%) Amazon Redshift
15 35 (7.11%) Enterprise Data Warehouse
15 35 (7.11%) Hadoop
16 33 (6.71%) Big Data
17 28 (5.69%) Relational Database
18 24 (4.88%) Amazon Athena
19 23 (4.67%) Data Mart
Development Applications
1 50 (10.16%) Git (software)
2 32 (6.50%) Jenkins
3 20 (4.07%) Bitbucket
3 20 (4.07%) Visual Studio
4 17 (3.46%) Gradle
4 17 (3.46%) JIRA
4 17 (3.46%) Maven
5 11 (2.24%) Team Foundation Server
6 9 (1.83%) Moq
6 9 (1.83%) Selenium
7 8 (1.63%) TeamCity
8 7 (1.42%) SQL Server Management Studio (SSMS)
9 6 (1.22%) ER Studio
9 6 (1.22%) ERwin
9 6 (1.22%) Visual Studio Team System
10 4 (0.81%) Subversion
11 3 (0.61%) Artifactory
11 3 (0.61%) Postman
12 2 (0.41%) NUnit
12 2 (0.41%) Vagrant
General
1 76 (15.45%) Finance
2 34 (6.91%) Retail
3 29 (5.89%) Marketing
4 25 (5.08%) Public Sector
5 22 (4.47%) Billing
6 9 (1.83%) Law
7 6 (1.22%) Advertising
7 6 (1.22%) Housing Association
8 3 (0.61%) Banking
8 3 (0.61%) Legal
9 2 (0.41%) Investment Banking
10 1 (0.20%) Automotive
10 1 (0.20%) Publishing
Job Titles
1 148 (30.08%) Data Engineer
2 107 (21.75%) Developer
3 105 (21.34%) Azure Engineer
4 93 (18.90%) Architect
5 73 (14.84%) Data Architect
6 52 (10.57%) Azure Architect
7 49 (9.96%) Business Intelligence Developer
8 38 (7.72%) Azure Developer
9 33 (6.71%) Consultant
10 30 (6.10%) Data Consultant
11 21 (4.27%) Analyst
11 21 (4.27%) Azure Consultant
12 20 (4.07%) Senior Data Engineer
13 19 (3.86%) Cloud Engineer
13 19 (3.86%) Solutions Architect
14 15 (3.05%) .NET Developer
14 15 (3.05%) Microsoft Consultant
15 14 (2.85%) Business Developer
15 14 (2.85%) DevOps Engineer
15 14 (2.85%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 55 (11.18%) .NET
2 24 (4.88%) .NET Core
3 15 (3.05%) REST
4 13 (2.64%) JSON
4 13 (2.64%) Kafka
4 13 (2.64%) PySpark
4 13 (2.64%) Web Services
5 12 (2.44%) CSS
5 12 (2.44%) HTML
5 12 (2.44%) XML
6 11 (2.24%) SOAP
7 10 (2.03%) AngularJS
7 10 (2.03%) MDX
7 10 (2.03%) RESTful
7 10 (2.03%) Spring
8 9 (1.83%) CSS3
8 9 (1.83%) HTML5
8 9 (1.83%) Ionic Framework
8 9 (1.83%) Spring Boot
8 9 (1.83%) Vue.js
Miscellaneous
1 76 (15.45%) Analytical Skills
2 23 (4.67%) Data Structures
3 19 (3.86%) Cloud Native
4 15 (3.05%) Reinsurance
5 12 (2.44%) Management Information System
5 12 (2.44%) Public Cloud
6 11 (2.24%) Greenfield Project
7 10 (2.03%) Self-Motivation
8 9 (1.83%) Credit Risk
8 9 (1.83%) Market Risk
9 8 (1.63%) User Experience
10 7 (1.42%) Algorithms
11 6 (1.22%) Blog
11 6 (1.22%) Mobile App
12 5 (1.02%) NHS
12 5 (1.02%) Replication
13 3 (0.61%) Data Centre
13 3 (0.61%) Hybrid Cloud
13 3 (0.61%) Social Media
14 2 (0.41%) Driving Licence
Operating Systems
1 18 (3.66%) Linux
2 7 (1.42%) Windows
2 7 (1.42%) Windows Server
2 7 (1.42%) Windows Server 2012
3 6 (1.22%) Unix
4 4 (0.81%) Windows Server 2016
5 2 (0.41%) AIX
Processes & Methodologies
1 309 (62.80%) Business Intelligence
2 210 (42.68%) ETL
3 206 (41.87%) Data Modelling
4 204 (41.46%) Analytics
5 194 (39.43%) Agile Software Development
6 174 (35.37%) DevOps
7 97 (19.72%) Visualisation
8 76 (15.45%) Data Management
9 73 (14.84%) Data Architecture
10 61 (12.40%) Scrum
11 60 (12.20%) Continuous Integration
12 56 (11.38%) Migration
12 56 (11.38%) Problem-Solving
13 55 (11.18%) Data Integration
13 55 (11.18%) Data Visualisation
14 54 (10.98%) Data Engineering
15 53 (10.77%) Data Strategy
16 49 (9.96%) Data Governance
16 49 (9.96%) Mentoring
17 42 (8.54%) Data Analytics
Programming Languages
1 387 (78.66%) SQL
2 165 (33.54%) Python
3 90 (18.29%) T-SQL
4 75 (15.24%) C#
5 54 (10.98%) PowerShell
6 35 (7.11%) R
7 31 (6.30%) Scala
8 27 (5.49%) JavaScript
9 26 (5.28%) Data Analysis Expressions (DAX)
10 15 (3.05%) Java
11 13 (2.64%) U-SQL
12 9 (1.83%) Ruby
12 9 (1.83%) TypeScript
13 8 (1.63%) PL/SQL
13 8 (1.63%) VB
14 6 (1.22%) ES7
14 6 (1.22%) Perl
15 4 (0.81%) Shell Script
16 3 (0.61%) ES6
17 2 (0.41%) Bash Shell
Qualifications
1 28 (5.69%) Degree
2 19 (3.86%) Security Cleared
3 17 (3.46%) SC Cleared
4 9 (1.83%) Computer Science Degree
4 9 (1.83%) Microsoft Certification
5 3 (0.61%) ISEB
5 3 (0.61%) MBCS
6 1 (0.20%) DV Cleared
6 1 (0.20%) Numerate Degree
6 1 (0.20%) PhD
6 1 (0.20%) PMI Certification
6 1 (0.20%) PMP
6 1 (0.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 57 (11.59%) Data Quality
2 35 (7.11%) QA
3 3 (0.61%) ISO/IEC 27001
4 1 (0.20%) GDPR
System Software
1 37 (7.52%) Docker
2 36 (7.32%) Active Directory
3 24 (4.88%) Virtual Machines
4 7 (1.42%) HDFS
5 2 (0.41%) VirtualBox
5 2 (0.41%) VMware Infrastructure
Systems Management
1 57 (11.59%) Kubernetes
2 37 (7.52%) Terraform
3 21 (4.27%) Ansible
4 8 (1.63%) Failover Clustering
4 8 (1.63%) Opscode Chef
4 8 (1.63%) Puppet
5 2 (0.41%) Docker Swarm
6 1 (0.20%) Hadoop YARN
Vendors
1 276 (56.10%) Microsoft
2 215 (43.70%) Databricks
3 26 (5.28%) Google
4 16 (3.25%) Informatica
5 12 (2.44%) Oracle
6 10 (2.03%) SAP
7 9 (1.83%) Adobe
7 9 (1.83%) Salesforce.com
8 7 (1.42%) Alteryx
9 6 (1.22%) Cloudera
9 6 (1.22%) Intel
10 5 (1.02%) IBM
10 5 (1.02%) NVIDIA
10 5 (1.02%) Sparx
11 4 (0.81%) Talend
12 3 (0.61%) Dynatrace
12 3 (0.61%) Splunk
12 3 (0.61%) StreamSets
13 2 (0.41%) Teradata
13 2 (0.41%) VMware