Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 11 August 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK > Work from Home
6 months to
11 Aug 2022
Same period 2021 Same period 2020
Rank 466 340 269
Rank change year-on-year -126 -71 +43
Permanent jobs citing Azure Data Factory 489 340 37
As % of all permanent jobs with a WFH option 0.64% 0.83% 0.42%
As % of the Cloud Services category 1.32% 1.73% 0.96%
Number of salaries quoted 323 317 23
10th Percentile £44,250 £37,750 £42,100
25th Percentile £51,250 £47,500 £42,500
Median annual salary (50th Percentile) £64,000 £60,000 £55,000
Median % change year-on-year +6.67% +9.09% -8.33%
75th Percentile £80,250 £73,750 £65,000
90th Percentile £95,000 £82,500 £72,500
UK median annual salary £65,000 £60,750 £60,000
% change year-on-year +7.00% +1.25% -14.29%

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 WFH option and a requirement for cloud computing skills.

All Cloud Skills
Work from Home
Permanent vacancies with a requirement for cloud computing skills 37,019 19,700 3,846
As % of all permanent jobs with a WFH option 48.81% 48.35% 43.55%
Number of salaries quoted 20,767 15,271 3,372
10th Percentile £36,429 £35,500 £35,000
25th Percentile £46,250 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £55,000
Median % change year-on-year +4.17% +9.09% -8.33%
75th Percentile £83,000 £77,500 £75,000
90th Percentile £97,290 £92,500 £87,500
UK median annual salary £61,500 £60,000 £57,500
% change year-on-year +2.50% +4.35% +4.55%

Azure Data Factory
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Azure Data Factory as a proportion of all IT jobs advertised.

Azure Data Factory trend for jobs with a WFH option

Azure Data Factory
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Azure Data Factory.

Azure Data Factory salary trend for jobs with a WFH option

Azure Data Factory
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Azure Data Factory over the 6 months to 11 August 2022.

Azure Data Factory salary histogram for jobs with a WFH option

For the 6 months to 11 August 2022, Azure Data Factory job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Azure Data Factory.

1 489 (100.00%) Azure
2 359 (73.42%) SQL
3 292 (59.71%) Business Intelligence
4 260 (53.17%) Data Lake
5 245 (50.10%) Data Warehouse
6 239 (48.88%) Power Platform
7 228 (46.63%) Power BI
8 220 (44.99%) Microsoft
9 215 (43.97%) Databricks
10 211 (43.15%) ETL
11 201 (41.10%) Analytics
12 183 (37.42%) Azure Synapse Analytics
13 177 (36.20%) SQL Server
14 161 (32.92%) DevOps
15 160 (32.72%) Data Modelling
16 152 (31.08%) Agile
17 147 (30.06%) Python
18 143 (29.24%) SQL Server Integration Services
19 131 (26.79%) Social Skills
20 120 (24.54%) Data Engineering
21 114 (23.31%) Azure SQL Database
22 104 (21.27%) .NET
23 101 (20.65%) Data Pipeline
24 97 (19.84%) Azure DevOps
25 96 (19.63%) T-SQL
25 96 (19.63%) C#
26 94 (19.22%) Analytical Skills
27 85 (17.38%) Data Integration
28 84 (17.18%) Problem-Solving
29 83 (16.97%) Finance

Azure Data Factory
Co-occurring IT Skills with a WFH Option 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 50 (10.22%) Apache Spark
2 23 (4.70%) SharePoint
3 10 (2.04%) Apache
4 8 (1.64%) BizTalk Server
5 7 (1.43%) Apache Airflow
6 6 (1.23%) Apache Pig
6 6 (1.23%) Confluence
7 3 (0.61%) IIS
8 1 (0.20%) SAS
8 1 (0.20%) SharePoint 2013
Applications
1 4 (0.82%) Campfire
2 3 (0.61%) Microsoft Excel
Business Applications
1 4 (0.82%) Dynamics CRM
2 3 (0.61%) NetSuite
3 2 (0.41%) Infor M3
4 1 (0.20%) ResourceLink
Cloud Services
1 489 (100.00%) Azure
2 239 (48.88%) Power Platform
3 183 (37.42%) Azure Synapse Analytics
4 97 (19.84%) Azure DevOps
5 70 (14.31%) AWS
6 35 (7.16%) PowerApps
7 32 (6.54%) PaaS
7 32 (6.54%) Snowflake
8 30 (6.13%) GCP
9 25 (5.11%) Azure Cosmos DB
9 25 (5.11%) Azure Logic Apps
10 20 (4.09%) Serverless
11 17 (3.48%) Azure Functions
12 14 (2.86%) Azure Stack
12 14 (2.86%) SaaS
13 12 (2.45%) Azure Storage
13 12 (2.45%) Power Automate
14 11 (2.25%) Cloud Computing
14 11 (2.25%) Dynamics 365
14 11 (2.25%) GitHub
Communications & Networking
1 4 (0.82%) Broadband
2 3 (0.61%) Firewall
3 2 (0.41%) DNS
3 2 (0.41%) SAN
4 1 (0.20%) Network Security
4 1 (0.20%) VPN
Database & Business Intelligence
1 260 (53.17%) Data Lake
2 245 (50.10%) Data Warehouse
3 228 (46.63%) Power BI
4 177 (36.20%) SQL Server
5 143 (29.24%) SQL Server Integration Services
6 114 (23.31%) Azure SQL Database
7 81 (16.56%) SQL Server Analysis Services
8 79 (16.16%) SQL Server Reporting Services
9 77 (15.75%) Big Data
10 57 (11.66%) NoSQL
11 54 (11.04%) Metadata
12 51 (10.43%) Relational Database
13 50 (10.22%) Tableau
14 49 (10.02%) Azure SQL Data Warehouse
15 46 (9.41%) Microsoft Analysis Services
16 30 (6.13%) Hadoop
17 19 (3.89%) OLAP
18 17 (3.48%) HDInsight
18 17 (3.48%) OLTP
19 14 (2.86%) Amazon Redshift
Development Applications
1 37 (7.57%) Git (software)
2 24 (4.91%) JIRA
3 15 (3.07%) Visual Studio
4 8 (1.64%) SQL Server Management Studio (SSMS)
5 6 (1.23%) ER Studio
5 6 (1.23%) ERwin
5 6 (1.23%) PowerDesigner
6 5 (1.02%) JMeter
6 5 (1.02%) Postman
6 5 (1.02%) Selenium
6 5 (1.02%) Subversion
6 5 (1.02%) Team Foundation Server
6 5 (1.02%) WebDriver
7 4 (0.82%) FxCop
7 4 (0.82%) Jasmine
7 4 (0.82%) Karma Test Runner
7 4 (0.82%) MLflow
7 4 (0.82%) NUnit
7 4 (0.82%) SonarQube
8 3 (0.61%) Oracle Forms
General
1 131 (26.79%) Social Skills
2 94 (19.22%) Analytical Skills
3 83 (16.97%) Finance
4 41 (8.38%) Retail
5 24 (4.91%) Legal
6 20 (4.09%) Banking
7 17 (3.48%) Public Sector
8 16 (3.27%) Marketing
9 15 (3.07%) Inclusion and Diversity
10 14 (2.86%) Law
11 13 (2.66%) Influencing Skills
11 13 (2.66%) Presentation Skills
12 11 (2.25%) Publishing
13 8 (1.64%) Organisational Skills
14 6 (1.23%) Advertising
14 6 (1.23%) Financial Institution
14 6 (1.23%) Manufacturing
15 5 (1.02%) Games
15 5 (1.02%) Humanities
15 5 (1.02%) Social Science
Job Titles
1 188 (38.45%) Data Engineer
2 111 (22.70%) Developer
3 75 (15.34%) Architect
4 60 (12.27%) Azure Engineer
5 55 (11.25%) Data Architect
6 49 (10.02%) Azure Data Engineer
7 47 (9.61%) Business Intelligence Developer
8 32 (6.54%) Azure Developer
9 30 (6.13%) Senior Data Engineer
10 29 (5.93%) Analyst
11 28 (5.73%) SQL Developer
12 27 (5.52%) Senior Developer
13 22 (4.50%) Cloud Engineer
14 21 (4.29%) Azure Architect
14 21 (4.29%) Principal Engineer
15 19 (3.89%) .NET Developer
15 19 (3.89%) Senior Software Engineer
15 19 (3.89%) Software Engineer
16 18 (3.68%) .NET Software Engineer
16 18 (3.68%) Senior .NET Software Engineer
Libraries, Frameworks & Software Standards
1 104 (21.27%) .NET
2 59 (12.07%) PySpark
3 32 (6.54%) RESTful
4 28 (5.73%) Entity Framework
4 28 (5.73%) Kafka
5 27 (5.52%) React
6 24 (4.91%) Node.js
7 22 (4.50%) Spark Streaming
8 20 (4.09%) XML
9 16 (3.27%) YAML
10 15 (3.07%) .NET Core
10 15 (3.07%) ASP.NET
10 15 (3.07%) JSON
11 14 (2.86%) .NET Framework
12 13 (2.66%) MDX
13 10 (2.04%) REST
14 9 (1.84%) AngularJS
15 7 (1.43%) Web Services
16 6 (1.23%) OAuth
16 6 (1.23%) OAuth2
Miscellaneous
1 38 (7.77%) Data Structures
2 33 (6.75%) Greenfield Project
3 32 (6.54%) IoT
4 30 (6.13%) Management Information System
5 15 (3.07%) Enterprise Software
6 14 (2.86%) Data Centre
7 13 (2.66%) Self-Motivation
8 12 (2.45%) User Experience
9 11 (2.25%) Housing Association
10 10 (2.04%) N-Tier
10 10 (2.04%) Replication
11 8 (1.64%) Reinsurance
12 7 (1.43%) Data Fabric
13 6 (1.23%) Derivative
13 6 (1.23%) Low-Code
14 5 (1.02%) Legacy Systems
14 5 (1.02%) Life Science
15 4 (0.82%) FMCG
15 4 (0.82%) Virtual Team
16 2 (0.41%) Social Media
Operating Systems
1 13 (2.66%) Windows
2 3 (0.61%) Windows Server 2012
2 3 (0.61%) Windows Server 2019
3 2 (0.41%) VMS
3 2 (0.41%) Windows Server
4 1 (0.20%) Linux
Processes & Methodologies
1 292 (59.71%) Business Intelligence
2 211 (43.15%) ETL
3 201 (41.10%) Analytics
4 161 (32.92%) DevOps
5 160 (32.72%) Data Modelling
6 152 (31.08%) Agile
7 120 (24.54%) Data Engineering
8 101 (20.65%) Data Pipeline
9 85 (17.38%) Data Integration
10 84 (17.18%) Problem-Solving
11 80 (16.36%) Data Analytics
12 76 (15.54%) CI/CD
13 75 (15.34%) Visualisation
14 70 (14.31%) Scrum
15 58 (11.86%) Data Analysis
15 58 (11.86%) Data Management
16 55 (11.25%) Software Engineering
17 52 (10.63%) Data Architecture
17 52 (10.63%) SDLC
18 49 (10.02%) Master Data Management
Programming Languages
1 359 (73.42%) SQL
2 147 (30.06%) Python
3 96 (19.63%) C#
3 96 (19.63%) T-SQL
4 47 (9.61%) PowerShell
5 38 (7.77%) Java
6 27 (5.52%) Data Analysis Expressions (DAX)
7 24 (4.91%) Scala
8 15 (3.07%) R
9 12 (2.45%) JavaScript
10 7 (1.43%) C
10 7 (1.43%) TypeScript
11 6 (1.23%) Kotlin
12 4 (0.82%) Bicep
12 4 (0.82%) PL/SQL
12 4 (0.82%) U-SQL
13 3 (0.61%) ABAP
13 3 (0.61%) XPath
14 2 (0.41%) Bash
15 1 (0.20%) X++
Qualifications
1 55 (11.25%) Degree
2 28 (5.73%) Computer Science Degree
3 9 (1.84%) Master's Degree
3 9 (1.84%) Microsoft Certification
4 7 (1.43%) Numerate Degree
5 5 (1.02%) Security Cleared
6 1 (0.20%) BPSS Clearance
6 1 (0.20%) DBS Check
6 1 (0.20%) DV Cleared
Quality Assurance & Compliance
1 31 (6.34%) Data Quality
2 22 (4.50%) GDPR
3 11 (2.25%) QA
4 3 (0.61%) Accessibility
4 3 (0.61%) GRC
5 1 (0.20%) IFRS
5 1 (0.20%) IFRS 17
5 1 (0.20%) SLA
System Software
1 15 (3.07%) Active Directory
2 6 (1.23%) Apache Flume
3 4 (0.82%) Virtual Machines
4 3 (0.61%) VMware Infrastructure
4 3 (0.61%) vSphere
5 2 (0.41%) Docker
Systems Management
1 36 (7.36%) Terraform
2 25 (5.11%) Kubernetes
3 2 (0.41%) NetCrunch
4 1 (0.20%) Ansible
Vendors
1 220 (44.99%) Microsoft
2 215 (43.97%) Databricks
3 26 (5.32%) Oracle
4 25 (5.11%) Informatica
5 17 (3.48%) SAP
6 11 (2.25%) Cognos
7 9 (1.84%) Anaplan
8 8 (1.64%) Alteryx
8 8 (1.64%) RedGate
9 7 (1.43%) Ab Initio
10 6 (1.23%) Sage
10 6 (1.23%) Salesforce.com
11 5 (1.02%) IBM
11 5 (1.02%) Infor
12 4 (0.82%) Automation Anywhere
12 4 (0.82%) Civica
12 4 (0.82%) Google
12 4 (0.82%) OutSystems
13 3 (0.61%) StreamSets
13 3 (0.61%) VMware