Period
to 27 May 2020

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London 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 27 May 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK > UK excluding London
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 535 742 729
Rank change year-on-year +207 -13 +155
Permanent jobs citing Azure Data Factory 143 118 185
As % of all permanent jobs advertised in the UK excluding London 0.28% 0.14% 0.19%
As % of the Cloud Services category 0.89% 0.55% 0.88%
Number of salaries quoted 109 70 223
Median annual salary £47,500 £55,250 £55,000
Median salary % change year-on-year -14.03% +0.45% -8.33%
10th Percentile £32,500 £42,500 £45,000
90th Percentile £80,250 £73,875 £72,500
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +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 the UK excluding London with a requirement for cloud computing skills.

All Cloud Skills
UK excluding London
Permanent vacancies with a requirement for cloud computing skills 16,035 21,353 21,081
As % of all permanent IT jobs advertised in the UK excluding London 31.83% 26.05% 21.33%
Number of salaries quoted 12,974 16,968 17,209
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +2.27%
10th Percentile £28,000 £27,500 £26,750
90th Percentile £75,000 £72,500 £71,250
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 the UK excluding London

Job postings citing Azure Data Factory as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Azure Data Factory in the UK excluding London

Azure Data Factory
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Azure Data Factory in the UK excluding London.

Salary trend for Azure Data Factory in the UK excluding London

Azure Data Factory
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Azure Data Factory in the UK excluding London over the 6 months to 27 May 2020.

Salary histogram for Azure Data Factory in the UK excluding London

Azure Data Factory
Job Locations in the UK excluding London

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 excluding London region over the 6 months to 27 May 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
South East +116 34 £65,000 +8.33% 7
Midlands +93 31 £45,000 -18.18% 5
North of England +95 25 £47,500 -26.92% 4
East of England +98 23 £40,000 -33.33%
Scotland +77 18 £52,250 +7.18% 1
West Midlands +74 18 £50,000 -4.76% 3
Yorkshire +99 15 £72,500 +26.09% 1
East Midlands +58 13 £35,000 -36.36% 2
South West +85 12 £50,500 -3.81% 1
North West +67 10 £45,000 -18.18% 3
Azure Data Factory
UK

For the 6 months to 27 May 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 UK excluding London region with a requirement for Azure Data Factory.

1 143 (100.00%) Azure
2 134 (93.71%) SQL
3 107 (74.83%) Data Warehouse
4 104 (72.73%) Business Intelligence
5 94 (65.73%) Azure SQL Database
6 80 (55.94%) SQL Server
7 78 (54.55%) Analytics
8 75 (52.45%) SQL Server Integration Services
9 74 (51.75%) Power BI
9 74 (51.75%) Power Platform
10 72 (50.35%) Microsoft
11 64 (44.76%) Data Lake
12 63 (44.06%) ETL
13 55 (38.46%) Databricks
14 46 (32.17%) Azure SQL Data Warehouse
15 43 (30.07%) SQL Server Analysis Services
16 42 (29.37%) SQL Server Reporting Services
17 38 (26.57%) Data Analytics
18 37 (25.87%) Data Modelling
19 35 (24.48%) T-SQL
20 34 (23.78%) Agile Software Development
21 32 (22.38%) Kimball Methodology
22 30 (20.98%) Finance
23 28 (19.58%) Visualisation
23 28 (19.58%) Data Architecture
24 24 (16.78%) DevOps
24 24 (16.78%) Microsoft Analysis Services
25 22 (15.38%) Python
25 22 (15.38%) Big Data
25 22 (15.38%) Tableau

Azure Data Factory
Co-occurring IT Skills in the UK excluding London 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 13 (9.09%) Apache Spark
2 10 (6.99%) Apache
3 8 (5.59%) Apache Pig
4 5 (3.50%) Elasticsearch
5 4 (2.80%) Jupyter
6 3 (2.10%) Apache Synapse
7 2 (1.40%) BizTalk Server
7 2 (1.40%) SharePoint
8 1 (0.70%) SAS
Applications
1 8 (5.59%) Microsoft Excel
2 1 (0.70%) Microsoft Office
2 1 (0.70%) Microsoft PowerPoint
Business Applications
1 4 (2.80%) Dynamics CRM
2 2 (1.40%) Raiser's Edge
Cloud Services
1 143 (100.00%) Azure
2 74 (51.75%) Power Platform
3 21 (14.69%) PaaS
4 17 (11.89%) IaaS
5 11 (7.69%) Azure Stack
5 11 (7.69%) Logic Apps
6 9 (6.29%) Data Lake Analytics
7 8 (5.59%) AWS
7 8 (5.59%) Azure Machine Learning
8 7 (4.90%) Serverless
9 6 (4.20%) Azure Functions
9 6 (4.20%) Cortana Intelligence Suite
9 6 (4.20%) SaaS
10 4 (2.80%) Azure Active Directory
11 3 (2.10%) Amazon EMR
11 3 (2.10%) Azure ExpressRoute
11 3 (2.10%) GCP
11 3 (2.10%) Power Automate
11 3 (2.10%) PowerApps
12 2 (1.40%) GitHub
Communications & Networking
1 3 (2.10%) DMZ
1 3 (2.10%) DNS
1 3 (2.10%) Firewall
Database & Business Intelligence
1 107 (74.83%) Data Warehouse
2 94 (65.73%) Azure SQL Database
3 80 (55.94%) SQL Server
4 75 (52.45%) SQL Server Integration Services
5 74 (51.75%) Power BI
6 64 (44.76%) Data Lake
7 46 (32.17%) Azure SQL Data Warehouse
8 43 (30.07%) SQL Server Analysis Services
9 42 (29.37%) SQL Server Reporting Services
10 24 (16.78%) Microsoft Analysis Services
11 22 (15.38%) Big Data
12 16 (11.19%) Hadoop
13 12 (8.39%) Apache Hive
13 12 (8.39%) Cosmos DB
14 11 (7.69%) Geospatial Data
15 9 (6.29%) Impala
16 7 (4.90%) MongoDB
16 7 (4.90%) MySQL
16 7 (4.90%) NoSQL
17 6 (4.20%) Neo4j
Development Applications
1 7 (4.90%) Visual Studio
2 3 (2.10%) SQL Server Management Studio (SSMS)
3 2 (1.40%) Jenkins
3 2 (1.40%) JIRA
4 1 (0.70%) Git (software)
4 1 (0.70%) Team Foundation Server
4 1 (0.70%) Visual Studio Team System
General
1 30 (20.98%) Finance
2 11 (7.69%) Retail
3 8 (5.59%) Marketing
4 3 (2.10%) Legal
4 3 (2.10%) Manufacturing
5 1 (0.70%) Advertising
5 1 (0.70%) Automotive
5 1 (0.70%) Back Office
5 1 (0.70%) Billing
5 1 (0.70%) Police
Job Titles
1 58 (40.56%) Developer
2 31 (21.68%) Business Intelligence Developer
3 20 (13.99%) Data Engineer
4 19 (13.29%) Architect
4 19 (13.29%) Azure Developer
5 16 (11.19%) Analyst
6 13 (9.09%) Data Architect
7 12 (8.39%) Azure Architect
7 12 (8.39%) Azure Engineer
8 10 (6.99%) SQL Developer
9 9 (6.29%) Data Analyst
10 8 (5.59%) Consultant
11 7 (4.90%) ETL Analyst
11 7 (4.90%) SQL BI Developer
11 7 (4.90%) SSIS Developer
12 5 (3.50%) Database Developer
12 5 (3.50%) ETL Developer
13 4 (2.80%) Business Intelligence Analyst
13 4 (2.80%) Data Consultant
13 4 (2.80%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (6.29%) .NET
1 9 (6.29%) Kafka
2 8 (5.59%) MDX
3 6 (4.20%) Apache NiFi
4 5 (3.50%) Elastic Stack
5 4 (2.80%) CSS
5 4 (2.80%) HTML
5 4 (2.80%) HTML5
6 3 (2.10%) JSON
6 3 (2.10%) REST
6 3 (2.10%) RESTful
7 2 (1.40%) ADO.NET
7 2 (1.40%) ASP.NET
8 1 (0.70%) PySpark
8 1 (0.70%) Velocity
Miscellaneous
1 20 (13.99%) Analytical Skills
2 19 (13.29%) Data Structures
3 16 (11.19%) Data Centre
4 11 (7.69%) Clustering
5 8 (5.59%) Management Information System
6 6 (4.20%) Marketing Technology
7 3 (2.10%) Greenfield Project
7 3 (2.10%) Life Science
8 2 (1.40%) Enterprise Software
9 1 (0.70%) FMCG
Operating Systems
1 16 (11.19%) Windows
2 14 (9.79%) Windows Server
3 3 (2.10%) Linux
3 3 (2.10%) Windows Server 2012
3 3 (2.10%) Windows Server 2016
4 1 (0.70%) CentOS
Processes & Methodologies
1 104 (72.73%) Business Intelligence
2 78 (54.55%) Analytics
3 63 (44.06%) ETL
4 38 (26.57%) Data Analytics
5 37 (25.87%) Data Modelling
6 34 (23.78%) Agile Software Development
7 32 (22.38%) Kimball Methodology
8 28 (19.58%) Data Architecture
8 28 (19.58%) Visualisation
9 24 (16.78%) DevOps
10 20 (13.99%) Migration
11 19 (13.29%) Data Engineering
12 17 (11.89%) Dimensional Modelling
12 17 (11.89%) Problem-Solving
13 16 (11.19%) Data Governance
13 16 (11.19%) Data Ingestion
14 15 (10.49%) Data Transformation
15 13 (9.09%) Project Delivery
16 12 (8.39%) Data Management
16 12 (8.39%) Stakeholder Management
Programming Languages
1 134 (93.71%) SQL
2 35 (24.48%) T-SQL
3 22 (15.38%) Python
4 20 (13.99%) Data Analysis Expressions (DAX)
5 15 (10.49%) C#
6 13 (9.09%) R
7 8 (5.59%) PowerShell
8 7 (4.90%) Java
9 6 (4.20%) U-SQL
10 5 (3.50%) JavaScript
10 5 (3.50%) Scala
11 2 (1.40%) VB.NET
11 2 (1.40%) VBA
11 2 (1.40%) XMLA
Qualifications
1 11 (7.69%) Degree
2 1 (0.70%) Microsoft Certification
Quality Assurance & Compliance
1 5 (3.50%) GDPR
2 1 (0.70%) Data Quality
2 1 (0.70%) QA
System Software
1 15 (10.49%) Active Directory
2 14 (9.79%) Virtual Machines
3 11 (7.69%) Hyper-V
4 2 (1.40%) Docker
Systems Management
1 11 (7.69%) SCVMM
2 8 (5.59%) Terraform
3 5 (3.50%) Kibana
3 5 (3.50%) Opscode Chef
3 5 (3.50%) Puppet
4 3 (2.10%) Ansible
5 2 (1.40%) Kubernetes
Vendors
1 72 (50.35%) Microsoft
2 55 (38.46%) Databricks
3 22 (15.38%) Tableau
4 11 (7.69%) PlateSpin
4 11 (7.69%) VirtaMove
5 7 (4.90%) Oracle
5 7 (4.90%) Talend
6 4 (2.80%) Alteryx
6 4 (2.80%) Informatica
6 4 (2.80%) SAP
7 3 (2.10%) Capita
7 3 (2.10%) Google
7 3 (2.10%) MicroStrategy
8 2 (1.40%) Salesforce.com
9 1 (0.70%) CA Agile Central