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 the South East 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 22 May 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > South East
6 months to
22 May 2022		 Same period 2021 Same period 2020
Rank 269 299 376
Rank change year-on-year +30 +77 +116
Permanent jobs citing Azure Data Factory 226 91 35
As % of all permanent jobs advertised in the South East 1.12% 0.67% 0.21%
As % of the Cloud Services category 2.85% 1.67% 0.66%
Number of salaries quoted 115 85 19
10th Percentile £42,500 £40,650 £43,200
25th Percentile £48,750 £53,750 £48,750
Median annual salary (50th Percentile) £57,316 £60,000 £62,500
Median % change year-on-year -4.47% -4.00% -
75th Percentile £77,500 £67,500 £83,750
90th Percentile £92,500 £83,750 £87,500
England median annual salary £65,000 £62,500 £67,500
% change year-on-year +4.00% -7.41% +8.00%

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 the South East with a requirement for cloud computing skills.

All Cloud Skills
South East
Permanent vacancies with a requirement for cloud computing skills 7,932 5,459 5,313
As % of all permanent IT jobs advertised in the South East 39.33% 40.18% 31.74%
Number of salaries quoted 5,162 4,449 4,555
10th Percentile £30,500 £31,250 £29,000
25th Percentile £41,250 £41,250 £39,750
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £72,500 £67,500 £67,500
90th Percentile £85,000 £78,750 £81,250
England median annual salary £60,000 £59,000 £57,500
% change year-on-year +1.69% +2.61% +4.55%

Azure Data Factory
Job Vacancy Trend in the South East

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

Job vacancy trend for Azure Data Factory in the South East

Azure Data Factory
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Azure Data Factory in the South East.

Salary trend for Azure Data Factory in the South East

Azure Data Factory
Salary Histogram in the South East

Salary distribution for jobs citing Azure Data Factory in the South East over the 6 months to 22 May 2022.

Salary histogram for Azure Data Factory in the South East

Azure Data Factory
Job Locations in the South East

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 South East region over the 6 months to 22 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
Surrey +5 88 £55,500 -5.53%
Thames Valley -10 46 £60,000 +4.35% 10
Hampshire -42 30 £52,500 -12.50% 2
West Sussex +24 29 £90,000 +9.09% 1
Buckinghamshire - 20 £48,750 - 2
Berkshire -1 19 £70,000 +21.74% 8
East Sussex -4 17 £52,500 -16.00%
Kent -54 12 £35,000 -13.58% 2
Oxfordshire -32 7 £47,500 -40.63%
Middlesex - 5 - -
Azure Data Factory
England

For the 6 months to 22 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 South East region with a requirement for Azure Data Factory.

1 226 (100.00%) Azure
2 147 (65.04%) SQL
3 146 (64.60%) Databricks
4 144 (63.72%) ETL
4 144 (63.72%) Analytics
5 138 (61.06%) Business Intelligence
6 133 (58.85%) Power Platform
7 132 (58.41%) Data Lake
8 131 (57.96%) Agile
9 119 (52.65%) DevOps
10 118 (52.21%) Python
11 114 (50.44%) Power BI
12 105 (46.46%) Microsoft
13 100 (44.25%) Data Warehouse
14 91 (40.27%) Risk Management
15 84 (37.17%) SQL Server Integration Services
15 84 (37.17%) Azure Synapse Analytics
16 77 (34.07%) Big Data
17 73 (32.30%) PowerShell
18 71 (31.42%) Java
19 70 (30.97%) CI/CD
20 65 (28.76%) Social Skills
21 58 (25.66%) SQL Server
22 57 (25.22%) Data Management
22 57 (25.22%) Scala
23 56 (24.78%) NoSQL
23 56 (24.78%) Data Analytics
24 55 (24.34%) Log Analytics
24 55 (24.34%) Azure Monitor
25 54 (23.89%) Azure Cosmos DB

Azure Data Factory
Co-occurring IT Skills in the South East 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 21 (9.29%) Apache Spark
2 8 (3.54%) Confluence
3 1 (0.44%) SharePoint
Applications
1 8 (3.54%) Microsoft Excel
2 5 (2.21%) Campfire
3 3 (1.33%) Microsoft Office
Cloud Services
1 226 (100.00%) Azure
2 133 (58.85%) Power Platform
3 84 (37.17%) Azure Synapse Analytics
4 55 (24.34%) Azure Monitor
5 54 (23.89%) Azure Cosmos DB
6 50 (22.12%) AWS
7 46 (20.35%) Azure Functions
7 46 (20.35%) Serverless
8 40 (17.70%) GitHub
9 36 (15.93%) Azure Event Grid
9 36 (15.93%) Azure Service Bus
9 36 (15.93%) GitHub Actions
10 34 (15.04%) Microsoft 365
11 18 (7.96%) Azure Machine Learning
11 18 (7.96%) PowerApps
12 12 (5.31%) GCP
13 7 (3.10%) Dynamics 365
14 6 (2.65%) SaaS
15 5 (2.21%) Azure Stack
15 5 (2.21%) Matillion
Communications & Networking
1 25 (11.06%) Cisco IPT
2 5 (2.21%) Broadband
2 5 (2.21%) SSH
3 2 (0.88%) Firewall
4 1 (0.44%) DMZ
4 1 (0.44%) DNS
Database & Business Intelligence
1 132 (58.41%) Data Lake
2 114 (50.44%) Power BI
3 100 (44.25%) Data Warehouse
4 84 (37.17%) SQL Server Integration Services
5 77 (34.07%) Big Data
6 58 (25.66%) SQL Server
7 56 (24.78%) NoSQL
8 43 (19.03%) Azure SQL Data Warehouse
9 36 (15.93%) MongoDB
10 33 (14.60%) Apache Cassandra
10 33 (14.60%) HDInsight
11 17 (7.52%) Azure SQL Database
11 17 (7.52%) SQL Server Reporting Services
12 12 (5.31%) SQL Server Analysis Services
13 9 (3.98%) Microsoft Analysis Services
14 7 (3.10%) Tableau
15 6 (2.65%) OLAP
16 5 (2.21%) Spatial Data
17 4 (1.77%) Data Mining
17 4 (1.77%) Enterprise Data Warehouse
Development Applications
1 16 (7.08%) Git (software)
2 10 (4.42%) JIRA
3 4 (1.77%) Visual Studio
4 1 (0.44%) Artifactory
4 1 (0.44%) Bitbucket
4 1 (0.44%) Gradle
4 1 (0.44%) Jenkins
4 1 (0.44%) Maven
4 1 (0.44%) Subversion
General
1 65 (28.76%) Social Skills
2 51 (22.57%) Finance
3 32 (14.16%) Analytical Skills
4 16 (7.08%) Banking
5 9 (3.98%) Publishing
6 7 (3.10%) Retail
7 5 (2.21%) Documentation Skills
7 5 (2.21%) Influencing Skills
7 5 (2.21%) Presentation Skills
7 5 (2.21%) Public Sector
8 4 (1.77%) Manufacturing
9 3 (1.33%) Law
9 3 (1.33%) Local Government
10 2 (0.88%) Financial Institution
11 1 (0.44%) Billing
11 1 (0.44%) Electronics
11 1 (0.44%) Games
11 1 (0.44%) Legal
11 1 (0.44%) Marketing
11 1 (0.44%) Telecoms
Job Titles
1 109 (48.23%) Data Engineer
2 69 (30.53%) Security Engineer
3 63 (27.88%) Azure Engineer
4 43 (19.03%) Senior Data Engineer
5 38 (16.81%) Cloud Engineer
6 36 (15.93%) Senior Cloud Engineer
6 36 (15.93%) Senior Security Engineer
7 34 (15.04%) Developer
8 33 (14.60%) Big Data Engineer
8 33 (14.60%) Cybersecurity Engineer
9 29 (12.83%) Business Intelligence Developer
10 21 (9.29%) Architect
10 21 (9.29%) Data Architect
11 19 (8.41%) Power BI Developer
11 19 (8.41%) Solutions Architect
11 19 (8.41%) SQL Developer
12 18 (7.96%) Azure Developer
12 18 (7.96%) SQL BI Developer
13 17 (7.52%) Azure Specialist
14 16 (7.08%) Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 39 (17.26%) .NET
2 11 (4.87%) JSON
3 10 (4.42%) XML
4 7 (3.10%) Kafka
4 7 (3.10%) PySpark
5 5 (2.21%) AngularJS
5 5 (2.21%) CSS
5 5 (2.21%) FastAPI
5 5 (2.21%) Flask
5 5 (2.21%) HTML
6 4 (1.77%) Regular Expression
7 3 (1.33%) MDX
8 1 (0.44%) Apache Avro
8 1 (0.44%) ARM Templates
Miscellaneous
1 19 (8.41%) IoT
2 18 (7.96%) Data Centre
2 18 (7.96%) Robotics
3 16 (7.08%) Management Information System
3 16 (7.08%) Reinsurance
4 5 (2.21%) Greenfield Project
5 2 (0.88%) Enterprise Software
5 2 (0.88%) Reference Data
6 1 (0.44%) Data Structures
6 1 (0.44%) Legacy Applications
6 1 (0.44%) SCADA
6 1 (0.44%) Self-Motivation
Operating Systems
1 6 (2.65%) Linux
2 2 (0.88%) Windows
2 2 (0.88%) Windows Server
3 1 (0.44%) Windows Server 2012
3 1 (0.44%) Windows Server 2016
Processes & Methodologies
1 144 (63.72%) Analytics
1 144 (63.72%) ETL
2 138 (61.06%) Business Intelligence
3 131 (57.96%) Agile
4 119 (52.65%) DevOps
5 91 (40.27%) Risk Management
6 70 (30.97%) CI/CD
7 57 (25.22%) Data Management
8 56 (24.78%) Data Analytics
9 55 (24.34%) Log Analytics
10 51 (22.57%) Cybersecurity
11 50 (22.12%) Continuous Integration
12 49 (21.68%) Data Pipeline
13 47 (20.80%) Data Engineering
13 47 (20.80%) Data Modelling
14 41 (18.14%) Continuous Improvement
15 38 (16.81%) Test Automation
16 37 (16.37%) Data Security
16 37 (16.37%) Information Security
17 36 (15.93%) Information Management
Programming Languages
1 147 (65.04%) SQL
2 118 (52.21%) Python
3 73 (32.30%) PowerShell
4 71 (31.42%) Java
5 57 (25.22%) Scala
6 53 (23.45%) C#
7 42 (18.58%) Bash
8 27 (11.95%) T-SQL
9 9 (3.98%) Data Analysis Expressions (DAX)
10 2 (0.88%) R
11 1 (0.44%) JavaScript
11 1 (0.44%) PL/SQL
Qualifications
1 32 (14.16%) Degree
2 25 (11.06%) (ISC)2 CCSP
2 25 (11.06%) Cisco Certification
2 25 (11.06%) CISSP
3 19 (8.41%) Microsoft Certification
4 18 (7.96%) TOGAF Certification
5 3 (1.33%) Computer Science Degree
5 3 (1.33%) Security Cleared
6 2 (0.88%) DV Cleared
7 1 (0.44%) AWS Certification
7 1 (0.44%) CTC Cleared
Quality Assurance & Compliance
1 18 (7.96%) Data Quality
2 5 (2.21%) GDPR
3 4 (1.77%) QA
4 3 (1.33%) GRC
System Software
1 15 (6.64%) Docker
2 3 (1.33%) Active Directory
3 1 (0.44%) Hyper-V
3 1 (0.44%) Virtual Machines
3 1 (0.44%) VMware Infrastructure
Systems Management
1 15 (6.64%) Kubernetes
2 1 (0.44%) Ansible
2 1 (0.44%) Terraform
Vendors
1 146 (64.60%) Databricks
2 105 (46.46%) Microsoft
3 35 (15.49%) Informatica
4 33 (14.60%) Palantir
5 23 (10.18%) Salesforce.com
6 22 (9.73%) Cognos
7 18 (7.96%) MuleSoft
8 17 (7.52%) Anaplan
9 3 (1.33%) Jitterbit
9 3 (1.33%) SAP
10 2 (0.88%) Google
10 2 (0.88%) MicroStrategy
10 2 (0.88%) Oracle
10 2 (0.88%) StreamSets
11 1 (0.44%) VMware