Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK > England
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 398 423 552
Rank change year-on-year +25 +129 +233
Permanent jobs citing Azure Data Factory 1,206 550 363
As % of all permanent jobs advertised in England 0.88% 0.67% 0.42%
As % of the Cloud Services category 1.96% 1.59% 1.19%
Number of salaries quoted 715 475 291
10th Percentile £43,750 £41,250 £38,500
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £62,500 £67,500
Median % change year-on-year +4.00% -7.41% +8.00%
75th Percentile £83,750 £77,500 £78,750
90th Percentile £92,500 £93,250 £87,500
UK median annual salary £62,500 £62,500 £66,250
% change year-on-year - -5.66% +6.00%

Azure Data Factory is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all 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 61,535 34,646 30,413
As % of all permanent IT jobs advertised in England 44.95% 42.49% 35.53%
Number of salaries quoted 33,574 27,502 25,195
10th Percentile £32,500 £32,750 £31,250
25th Percentile £45,000 £42,500 £42,000
Median annual salary (50th Percentile) £60,995 £59,000 £57,500
Median % change year-on-year +3.38% +2.61% +4.55%
75th Percentile £82,500 £77,500 £76,250
90th Percentile £100,000 £93,750 £93,750
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 23 May 2022.

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 23 May 2022. 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
Jobs
London -48 576 £75,000 +11.11% 55
South East +36 233 £57,408 -4.32% 17
North of England +13 191 £50,000 -9.09% 9
North West +1 117 £47,500 -13.64% 5
Midlands -41 113 £55,000 - 17
West Midlands -32 88 £55,000 +7.84% 14
Yorkshire -17 62 £55,000 +10.00% 3
East of England -47 42 £55,000 -21.43% 9
South West -17 26 £50,000 -4.76%
East Midlands -13 25 £53,750 -2.27% 3
North East -12 12 £85,000 +44.68% 1
Azure Data Factory
UK

For the 6 months to 23 May 2022, 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 1,206 (100.00%) Azure
2 756 (62.69%) SQL
3 646 (53.57%) ETL
4 643 (53.32%) Business Intelligence
5 611 (50.66%) Data Lake
6 571 (47.35%) Databricks
6 571 (47.35%) Power Platform
7 569 (47.18%) Analytics
8 536 (44.44%) Data Warehouse
9 533 (44.20%) Microsoft
10 506 (41.96%) Agile
11 503 (41.71%) Python
12 499 (41.38%) Power BI
13 487 (40.38%) DevOps
14 424 (35.16%) SQL Server
15 390 (32.34%) Azure Synapse Analytics
16 381 (31.59%) Data Modelling
17 344 (28.52%) SQL Server Integration Services
17 344 (28.52%) Data Engineering
18 282 (23.38%) Social Skills
19 267 (22.14%) Big Data
20 249 (20.65%) Data Pipeline
21 246 (20.40%) CI/CD
22 244 (20.23%) AWS
23 223 (18.49%) Finance
24 218 (18.08%) Data Analytics
25 213 (17.66%) Azure SQL Database
26 211 (17.50%) PowerShell
26 211 (17.50%) C#
27 200 (16.58%) .NET

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
1 106 (8.79%) Apache Spark
2 37 (3.07%) SAS
3 30 (2.49%) SharePoint
4 23 (1.91%) Elasticsearch
5 17 (1.41%) Apache Airflow
6 16 (1.33%) Apache
7 14 (1.16%) Confluence
8 5 (0.41%) Apache Pig
8 5 (0.41%) CMS
9 1 (0.083%) BizTalk Server
9 1 (0.083%) IBM HTTP Server
9 1 (0.083%) IIS
9 1 (0.083%) Luigi
9 1 (0.083%) SharePoint 2013
Applications
1 29 (2.40%) Microsoft Excel
2 6 (0.50%) Microsoft PowerPoint
3 5 (0.41%) Campfire
4 3 (0.25%) Microsoft Office
5 2 (0.17%) MS Visio
6 1 (0.083%) Chatbot
Business Applications
1 25 (2.07%) JDE OneWorld
2 12 (1.00%) Dynamics CRM
2 12 (1.00%) Dynamics NAV
3 5 (0.41%) SAP PA-EC
4 4 (0.33%) iTrent
4 4 (0.33%) NetSuite
5 1 (0.083%) Aligne
5 1 (0.083%) Endur
5 1 (0.083%) ResourceLink
Cloud Services
1 1,206 (100.00%) Azure
2 571 (47.35%) Power Platform
3 390 (32.34%) Azure Synapse Analytics
4 244 (20.23%) AWS
5 159 (13.18%) Azure Cosmos DB
6 146 (12.11%) GitHub
7 133 (11.03%) Azure Monitor
8 125 (10.36%) Serverless
9 114 (9.45%) Azure Functions
10 107 (8.87%) Azure Service Bus
11 98 (8.13%) GitHub Actions
12 84 (6.97%) Azure Event Grid
13 78 (6.47%) PaaS
14 66 (5.47%) Snowflake
15 61 (5.06%) Microsoft 365
16 59 (4.89%) GCP
17 58 (4.81%) Azure Machine Learning
18 52 (4.31%) Azure Logic Apps
19 51 (4.23%) PowerApps
20 48 (3.98%) Amazon S3
Communications & Networking
1 52 (4.31%) Cisco IPT
2 9 (0.75%) Network Security
3 8 (0.66%) Internet
4 5 (0.41%) Broadband
4 5 (0.41%) Firewall
4 5 (0.41%) SSH
5 1 (0.083%) DMZ
5 1 (0.083%) DNS
Database & Business Intelligence
1 611 (50.66%) Data Lake
2 536 (44.44%) Data Warehouse
3 499 (41.38%) Power BI
4 424 (35.16%) SQL Server
5 344 (28.52%) SQL Server Integration Services
6 267 (22.14%) Big Data
7 213 (17.66%) Azure SQL Database
8 143 (11.86%) NoSQL
9 131 (10.86%) SQL Server Analysis Services
10 122 (10.12%) Azure SQL Data Warehouse
11 116 (9.62%) SQL Server Reporting Services
11 116 (9.62%) Tableau
12 110 (9.12%) Relational Database
13 97 (8.04%) Metadata
14 69 (5.72%) HDInsight
15 65 (5.39%) MongoDB
16 63 (5.22%) Microsoft Analysis Services
16 63 (5.22%) PostgreSQL
17 58 (4.81%) Hadoop
18 56 (4.64%) Apache Cassandra
Development Applications
1 68 (5.64%) Git (software)
2 25 (2.07%) Visual Studio
3 23 (1.91%) JIRA
4 20 (1.66%) Jenkins
5 11 (0.91%) SQL Server Management Studio (SSMS)
6 10 (0.83%) Octopus Deploy
6 10 (0.83%) Selenium
7 9 (0.75%) ERwin
8 8 (0.66%) GitLab
8 8 (0.66%) TeamCity
9 7 (0.58%) SonarQube
10 6 (0.50%) ER Studio
10 6 (0.50%) SpecFlow
11 5 (0.41%) NUnit
11 5 (0.41%) PowerDesigner
12 4 (0.33%) Atlassian Bamboo
12 4 (0.33%) Fiddler
12 4 (0.33%) JMeter
12 4 (0.33%) Postman
13 2 (0.17%) Cucumber
General
1 282 (23.38%) Social Skills
2 223 (18.49%) Finance
3 195 (16.17%) Analytical Skills
4 52 (4.31%) Marketing
5 51 (4.23%) Public Sector
6 46 (3.81%) Retail
7 39 (3.23%) Telecoms
8 38 (3.15%) Inclusion and Diversity
8 38 (3.15%) Law
9 35 (2.90%) Manufacturing
10 34 (2.82%) Banking
11 21 (1.74%) Publishing
12 20 (1.66%) Legal
13 19 (1.58%) Presentation Skills
14 16 (1.33%) Automotive
15 15 (1.24%) Electronics
16 14 (1.16%) French Language
16 14 (1.16%) German Language
16 14 (1.16%) Italian Language
17 13 (1.08%) Aerospace
Job Titles
1 587 (48.67%) Data Engineer
2 240 (19.90%) Azure Engineer
3 209 (17.33%) Developer
4 179 (14.84%) Senior Data Engineer
5 144 (11.94%) Architect
6 135 (11.19%) Security Engineer
7 115 (9.54%) Data Architect
8 100 (8.29%) Cloud Engineer
9 85 (7.05%) Senior Cloud Engineer
10 84 (6.97%) Business Intelligence Developer
11 81 (6.72%) Senior Security Engineer
12 72 (5.97%) Solutions Architect
13 71 (5.89%) Analyst
14 61 (5.06%) SQL Developer
15 57 (4.73%) Big Data Engineer
16 54 (4.48%) Cybersecurity Engineer
17 47 (3.90%) Azure Developer
18 39 (3.23%) Consultant
19 37 (3.07%) DevOps Engineer
19 37 (3.07%) Software Engineer
Libraries, Frameworks & Software Standards
1 200 (16.58%) .NET
2 85 (7.05%) JSON
3 83 (6.88%) XML
4 81 (6.72%) PySpark
5 68 (5.64%) Kafka
6 36 (2.99%) FHIR
6 36 (2.99%) RESTful
7 31 (2.57%) React
8 28 (2.32%) Node.js
9 26 (2.16%) Entity Framework
10 22 (1.82%) .NET Core
10 22 (1.82%) Web Services
11 21 (1.74%) YAML
12 20 (1.66%) REST
12 20 (1.66%) Spark Streaming
13 14 (1.16%) Apache NiFi
13 14 (1.16%) GraphQL
14 13 (1.08%) Apache Flex
15 12 (1.00%) ASP.NET
15 12 (1.00%) HTML
Miscellaneous
1 70 (5.80%) IoT
2 59 (4.89%) Management Information System
3 58 (4.81%) Data Structures
4 45 (3.73%) Robotics
5 39 (3.23%) Greenfield Project
6 25 (2.07%) Reinsurance
7 23 (1.91%) Self-Motivation
8 21 (1.74%) Data Centre
8 21 (1.74%) Enterprise Software
8 21 (1.74%) PropTech
8 21 (1.74%) User Experience
9 14 (1.16%) Housing Association
9 14 (1.16%) Legacy Systems
10 10 (0.83%) Algorithms
11 8 (0.66%) Hybrid Cloud
12 7 (0.58%) N-Tier
12 7 (0.58%) Replication
13 6 (0.50%) Data Protection Act
13 6 (0.50%) FMCG
13 6 (0.50%) Taxonomies
Operating Systems
1 21 (1.74%) Windows
2 18 (1.49%) Linux
3 14 (1.16%) Windows Server
4 5 (0.41%) Unix
5 1 (0.083%) Windows Server 2012
5 1 (0.083%) Windows Server 2016
Processes & Methodologies
1 646 (53.57%) ETL
2 643 (53.32%) Business Intelligence
3 569 (47.18%) Analytics
4 506 (41.96%) Agile
5 487 (40.38%) DevOps
6 381 (31.59%) Data Modelling
7 344 (28.52%) Data Engineering
8 249 (20.65%) Data Pipeline
9 246 (20.40%) CI/CD
10 218 (18.08%) Data Analytics
11 184 (15.26%) Risk Management
12 179 (14.84%) Visualisation
13 153 (12.69%) Problem-Solving
14 144 (11.94%) Data Management
15 137 (11.36%) Continuous Integration
15 137 (11.36%) Data Science
16 135 (11.19%) Data Security
17 130 (10.78%) Log Analytics
18 128 (10.61%) Data Integration
19 124 (10.28%) Cybersecurity
Programming Languages
1 756 (62.69%) SQL
2 503 (41.71%) Python
3 211 (17.50%) C#
3 211 (17.50%) PowerShell
4 193 (16.00%) Java
5 186 (15.42%) T-SQL
6 147 (12.19%) Scala
7 117 (9.70%) Bash
8 42 (3.48%) R
9 40 (3.32%) Data Analysis Expressions (DAX)
10 34 (2.82%) JavaScript
11 17 (1.41%) PL/SQL
12 13 (1.08%) TypeScript
13 11 (0.91%) C++
13 11 (0.91%) U-SQL
14 9 (0.75%) VBA
15 6 (0.50%) ABAP
16 4 (0.33%) XPath
17 3 (0.25%) Bicep
17 3 (0.25%) C
Qualifications
1 136 (11.28%) Degree
2 73 (6.05%) Microsoft Certification
3 52 (4.31%) (ISC)2 CCSP
3 52 (4.31%) Cisco Certification
3 52 (4.31%) CISSP
4 47 (3.90%) TOGAF Certification
5 18 (1.49%) Computer Science Degree
6 9 (0.75%) Security Cleared
7 7 (0.58%) Master's Degree
8 6 (0.50%) Numerate Degree
9 3 (0.25%) SC Cleared
10 2 (0.17%) DV Cleared
11 1 (0.083%) AWS Certification
11 1 (0.083%) BPSS Clearance
11 1 (0.083%) CTC Cleared
11 1 (0.083%) ITIL Certification
Quality Assurance & Compliance
1 125 (10.36%) Data Quality
2 45 (3.73%) GDPR
3 36 (2.99%) CDISC
3 36 (2.99%) HL7
4 26 (2.16%) QA
5 24 (1.99%) Accessibility
6 6 (0.50%) IFRS
6 6 (0.50%) IFRS 17
7 3 (0.25%) GRC
8 2 (0.17%) SLA
System Software
1 52 (4.31%) Docker
2 11 (0.91%) Active Directory
3 5 (0.41%) Apache Flume
4 3 (0.25%) Virtual Machines
5 2 (0.17%) Hyper-V
5 2 (0.17%) VMware Infrastructure
Systems Management
1 76 (6.30%) Kubernetes
2 54 (4.48%) Terraform
3 14 (1.16%) Ansible
4 11 (0.91%) Puppet
5 7 (0.58%) HP Fortify
5 7 (0.58%) Opscode Chef
6 1 (0.083%) Istio
Vendors
1 571 (47.35%) Databricks
2 533 (44.20%) Microsoft
3 71 (5.89%) Salesforce.com
4 54 (4.48%) Informatica
4 54 (4.48%) Palantir
5 53 (4.39%) Alteryx
6 50 (4.15%) Oracle
7 45 (3.73%) MuleSoft
8 39 (3.23%) Talend
9 36 (2.99%) SAP
10 28 (2.32%) Cognos
11 24 (1.99%) Google
12 20 (1.66%) Civica
13 19 (1.58%) Adobe
14 18 (1.49%) Anaplan
15 10 (0.83%) Confluent
15 10 (0.83%) mParticle
15 10 (0.83%) Salesforce Marketing Cloud
15 10 (0.83%) Tealium
16 9 (0.75%) Cloudera