Period
to 28 March 2020

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 28 March 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK > England
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 592 785 854
Rank change year-on-year +193 +69 +274
Permanent jobs citing Azure Data Factory 413 295 326
As % of all permanent jobs advertised in England 0.38% 0.21% 0.20%
As % of the Cloud Services category 1.09% 0.78% 0.87%
Number of salaries quoted 356 270 377
Median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% -14.29%
10th Percentile £37,500 £48,500 £45,000
90th Percentile £87,500 £88,750 £82,500
UK median annual salary £67,500 £62,500 £60,000
% change year-on-year +8.00% +4.17% -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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 37,890 37,999 37,303
As % of all permanent IT jobs advertised in England 34.60% 27.63% 22.61%
Number of salaries quoted 31,011 30,588 31,039
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £31,000 £30,750 £29,000
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 28 March 2020.

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 28 March 2020. 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 +139 261 £72,500 +16.00% 33
Midlands +89 48 £42,000 -20.00% 10
South East +80 44 £65,000 +10.64% 9
West Midlands +60 25 £42,500 -19.05% 8
East Midlands +47 23 £39,000 -13.33% 2
North of England +78 20 £67,000 -10.67% 8
South West +45 20 £48,750 -7.14% 1
East of England +57 17 £45,000 -25.00% 3
North West +39 11 £63,250 -12.76% 4
Yorkshire +50 9 £77,500 -3.13% 4
Azure Data Factory
UK

For the 6 months to 28 March 2020, 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.

1 413 (100.00%) Azure
2 366 (88.62%) SQL
3 269 (65.13%) Business Intelligence
4 258 (62.47%) Power Platform
5 248 (60.05%) Power BI
6 246 (59.56%) Microsoft
7 240 (58.11%) Data Warehouse
8 232 (56.17%) Azure SQL Database
9 213 (51.57%) Analytics
10 198 (47.94%) SQL Server
11 197 (47.70%) Data Lake
12 182 (44.07%) SQL Server Integration Services
13 151 (36.56%) ETL
14 145 (35.11%) Agile Software Development
15 136 (32.93%) Databricks
16 132 (31.96%) SQL Server Analysis Services
17 115 (27.85%) Azure SQL Data Warehouse
18 108 (26.15%) DevOps
19 105 (25.42%) Data Modelling
20 96 (23.24%) Python
21 93 (22.52%) SQL Server Reporting Services
22 91 (22.03%) C#
23 87 (21.07%) PaaS
23 87 (21.07%) T-SQL
23 87 (21.07%) Microsoft Analysis Services
24 83 (20.10%) Finance
25 79 (19.13%) Tableau
26 77 (18.64%) Analytical Skills
26 77 (18.64%) Visualisation
27 74 (17.92%) AWS

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 31 (7.51%) Apache Spark
2 15 (3.63%) Elasticsearch
3 11 (2.66%) Apache
4 8 (1.94%) BizTalk Server
5 5 (1.21%) Apache Pig
6 4 (0.97%) Apache Airflow
6 4 (0.97%) Jupyter
7 3 (0.73%) Apache Solr
7 3 (0.73%) Apache Synapse
7 3 (0.73%) SharePoint
8 2 (0.48%) Confluence
8 2 (0.48%) SAS
9 1 (0.24%) Oracle SOA Suite
9 1 (0.24%) Skype for Business
Applications
1 18 (4.36%) Microsoft Excel
2 1 (0.24%) Microsoft Office
2 1 (0.24%) Microsoft PowerPoint
Business Applications
1 3 (0.73%) Dynamics CRM
2 2 (0.48%) Raiser's Edge
2 2 (0.48%) Sparx Enterprise Architect
Cloud Services
1 413 (100.00%) Azure
2 258 (62.47%) Power Platform
3 87 (21.07%) PaaS
4 74 (17.92%) AWS
5 66 (15.98%) IaaS
6 53 (12.83%) SaaS
7 43 (10.41%) Serverless
8 40 (9.69%) Data Lake Analytics
9 35 (8.47%) Azure Functions
10 32 (7.75%) Azure Active Directory
11 31 (7.51%) Azure Stack
12 19 (4.60%) Azure Machine Learning
13 16 (3.87%) Amazon EMR
14 14 (3.39%) Cloud Computing
15 13 (3.15%) Amazon S3
16 10 (2.42%) Amazon Kinesis
17 7 (1.69%) Azure ExpressRoute
17 7 (1.69%) GCP
17 7 (1.69%) PowerApps
18 5 (1.21%) npm
Communications & Networking
1 14 (3.39%) DNS
1 14 (3.39%) Firewall
1 14 (3.39%) Software-Defined Networking
2 7 (1.69%) DMZ
3 6 (1.45%) TCP/IP
4 1 (0.24%) Skype
Database & Business Intelligence
1 248 (60.05%) Power BI
2 240 (58.11%) Data Warehouse
3 232 (56.17%) Azure SQL Database
4 198 (47.94%) SQL Server
5 197 (47.70%) Data Lake
6 182 (44.07%) SQL Server Integration Services
7 132 (31.96%) SQL Server Analysis Services
8 115 (27.85%) Azure SQL Data Warehouse
9 93 (22.52%) SQL Server Reporting Services
10 87 (21.07%) Microsoft Analysis Services
11 65 (15.74%) Cosmos DB
12 59 (14.29%) Big Data
13 48 (11.62%) Hadoop
14 46 (11.14%) NoSQL
15 35 (8.47%) Snowflake Schema
16 25 (6.05%) Apache Hive
17 20 (4.84%) PolyBase
18 17 (4.12%) Impala
18 17 (4.12%) MongoDB
19 16 (3.87%) Amazon Redshift
Development Applications
1 28 (6.78%) Visual Studio
2 27 (6.54%) Git (software)
3 14 (3.39%) Visual Studio Team System
4 11 (2.66%) JIRA
4 11 (2.66%) Team Foundation Server
5 7 (1.69%) Jenkins
5 7 (1.69%) SQL Server Management Studio (SSMS)
6 5 (1.21%) ER Studio
6 5 (1.21%) TeamCity
7 3 (0.73%) ERwin
7 3 (0.73%) GDB
7 3 (0.73%) Sourcetree
7 3 (0.73%) Visual Studio Code
8 2 (0.48%) SoapUI
8 2 (0.48%) Subversion
9 1 (0.24%) Artifactory
9 1 (0.24%) Flyway
9 1 (0.24%) GitLab
9 1 (0.24%) Liquibase
9 1 (0.24%) Spock
General
1 83 (20.10%) Finance
2 36 (8.72%) Marketing
3 19 (4.60%) Billing
4 9 (2.18%) Manufacturing
5 8 (1.94%) Retail
6 6 (1.45%) Automotive
6 6 (1.45%) Banking
6 6 (1.45%) Electronics
6 6 (1.45%) Public Sector
6 6 (1.45%) Telecoms
7 5 (1.21%) Advertising
8 4 (0.97%) Legal
9 1 (0.24%) Back Office
9 1 (0.24%) Housing Association
9 1 (0.24%) Investment Banking
9 1 (0.24%) Law
9 1 (0.24%) Police
Job Titles
1 140 (33.90%) Developer
2 91 (22.03%) Data Engineer
3 85 (20.58%) Azure Engineer
4 79 (19.13%) Business Intelligence Developer
5 76 (18.40%) Architect
6 42 (10.17%) Azure Developer
6 42 (10.17%) Data Architect
7 33 (7.99%) Consultant
8 29 (7.02%) Azure Architect
9 26 (6.30%) Solutions Architect
10 25 (6.05%) Data Consultant
10 25 (6.05%) SQL Developer
11 24 (5.81%) Senior Developer
12 22 (5.33%) DBA
13 21 (5.08%) SSIS Developer
14 20 (4.84%) Database Developer
14 20 (4.84%) Senior Business Intelligence Developer
14 20 (4.84%) SQL DBA
15 18 (4.36%) Cloud Engineer
16 17 (4.12%) Administrator
Libraries, Frameworks & Software Standards
1 44 (10.65%) .NET
2 40 (9.69%) MDX
3 16 (3.87%) HTML
3 16 (3.87%) HTML5
4 15 (3.63%) Kafka
5 14 (3.39%) JSON
6 10 (2.42%) Lambda Expressions
7 9 (2.18%) CSS
8 7 (1.69%) ADO
8 7 (1.69%) Apache NiFi
9 6 (1.45%) PySpark
10 5 (1.21%) Angular 2
10 5 (1.21%) AngularJS
10 5 (1.21%) CSS3
10 5 (1.21%) D3.js
10 5 (1.21%) Ionic Framework
11 4 (0.97%) Elastic Stack
11 4 (0.97%) Flask
11 4 (0.97%) REST
11 4 (0.97%) XML
Miscellaneous
1 77 (18.64%) Analytical Skills
2 29 (7.02%) Greenfield Project
3 22 (5.33%) Data Structures
4 20 (4.84%) Enterprise Software
5 15 (3.63%) Self-Motivation
6 13 (3.15%) Algorithms
6 13 (3.15%) Data Centre
7 10 (2.42%) Marketing Technology
8 9 (2.18%) Management Information System
9 8 (1.94%) Blog
10 6 (1.45%) Virtual Team
11 5 (1.21%) Clustering
11 5 (1.21%) Mobile App
11 5 (1.21%) User Experience
12 4 (0.97%) Analytical Mindset
13 3 (0.73%) Life Science
13 3 (0.73%) N-Tier
13 3 (0.73%) Public Cloud
14 2 (0.48%) Reinsurance
14 2 (0.48%) Replication
Operating Systems
1 33 (7.99%) Windows
2 21 (5.08%) Windows Server
3 16 (3.87%) Linux
4 8 (1.94%) Windows Server 2012
4 8 (1.94%) Windows Server 2016
5 5 (1.21%) CentOS
6 1 (0.24%) Unix
6 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 269 (65.13%) Business Intelligence
2 213 (51.57%) Analytics
3 151 (36.56%) ETL
4 145 (35.11%) Agile Software Development
5 108 (26.15%) DevOps
6 105 (25.42%) Data Modelling
7 77 (18.64%) Visualisation
8 69 (16.71%) Data Analytics
9 68 (16.46%) Data Engineering
10 64 (15.50%) Problem-Solving
11 58 (14.04%) Data Visualisation
12 48 (11.62%) Kimball Methodology
13 46 (11.14%) Machine Learning
14 45 (10.90%) Migration
15 44 (10.65%) Data Architecture
16 40 (9.69%) Data Management
17 31 (7.51%) Stakeholder Management
18 30 (7.26%) Artificial Intelligence
19 29 (7.02%) Mentoring
20 28 (6.78%) Scrum
Programming Languages
1 366 (88.62%) SQL
2 96 (23.24%) Python
3 91 (22.03%) C#
4 87 (21.07%) T-SQL
5 59 (14.29%) Data Analysis Expressions (DAX)
5 59 (14.29%) PowerShell
6 50 (12.11%) R
7 35 (8.47%) Java
8 27 (6.54%) U-SQL
9 18 (4.36%) Scala
10 17 (4.12%) PHP
11 14 (3.39%) Perl
11 14 (3.39%) Ruby
12 13 (3.15%) JavaScript
13 6 (1.45%) C++
14 5 (1.21%) Cypher
14 5 (1.21%) ES7
14 5 (1.21%) ES8
14 5 (1.21%) VB.NET
15 4 (0.97%) VBA
Qualifications
1 17 (4.12%) Degree
2 11 (2.66%) Microsoft Certification
3 6 (1.45%) Computer Science Degree
4 2 (0.48%) PMI Certification
5 1 (0.24%) Master's Degree
5 1 (0.24%) MCSA
5 1 (0.24%) PMP
5 1 (0.24%) PRINCE2 Certification
5 1 (0.24%) TOGAF Certification
Quality Assurance & Compliance
1 19 (4.60%) Data Quality
2 8 (1.94%) GDPR
3 4 (0.97%) QA
System Software
1 25 (6.05%) Active Directory
2 17 (4.12%) Virtual Machines
3 10 (2.42%) HDFS
4 9 (2.18%) Docker
5 5 (1.21%) Hyper-V
6 1 (0.24%) VMware Infrastructure
Systems Management
1 25 (6.05%) Terraform
2 12 (2.91%) Ansible
3 10 (2.42%) Hadoop YARN
4 7 (1.69%) Kubernetes
4 7 (1.69%) Opscode Chef
4 7 (1.69%) Puppet
5 5 (1.21%) SCVMM
6 4 (0.97%) Kibana
7 1 (0.24%) Data Guard
7 1 (0.24%) Microsoft Intune
7 1 (0.24%) Single Sign-On
Vendors
1 246 (59.56%) Microsoft
2 136 (32.93%) Databricks
3 79 (19.13%) Tableau
4 32 (7.75%) Oracle
5 24 (5.81%) Google
6 11 (2.66%) SAP
7 8 (1.94%) IBM
7 8 (1.94%) Talend
8 6 (1.45%) ServiceNow
9 5 (1.21%) Informatica
9 5 (1.21%) PlateSpin
9 5 (1.21%) VirtaMove
10 4 (0.97%) Alteryx
10 4 (0.97%) SnapLogic
10 4 (0.97%) Teradata
11 3 (0.73%) Netezza
12 2 (0.48%) Atlassian
12 2 (0.48%) Embarcadero
12 2 (0.48%) Salesforce.com
13 1 (0.24%) QAD