Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
UK
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 801 1140 1270
Rank change year-on-year +339 +130 -
Permanent jobs citing Azure Data Factory 404 55 6
As % of all permanent IT jobs advertised in the UK 0.23% 0.032% 0.003%
As % of the Cloud Services category 1.03% 0.20% 0.025%
Number of salaries quoted 335 49 6
UK median annual salary £60,000 £60,000 £105,000
Median salary % change year-on-year - -42.86% -
10th Percentile £45,000 £31,250 £71,250
90th Percentile £78,750 £81,250 £117,500
UK excluding London median annual salary £55,000 £53,750 -
% change year-on-year +2.33% - -

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 requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 39,144 27,957 23,630
As % of all permanent IT jobs advertised in the UK 22.69% 16.20% 11.75%
Number of salaries quoted 31,876 23,208 19,912
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £46,500 £43,500 £44,000
% change year-on-year +6.90% -1.14% +3.53%

Azure Data Factory
Job Vacancy Trend

Job postings citing Azure Data Factory as a percentage of all IT jobs advertised.

Job vacancy trend for Azure Data Factory in the UK

Azure Data Factory
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Azure Data Factory.

Salary trend for Azure Data Factory in the UK

Azure Data Factory
Salary Histogram

The salary distribution of IT jobs citing Azure Data Factory over the 6 months to 21 June 2018.

Salary histogram for Azure Data Factory in the UK

Azure Data Factory
Top 13 Job Locations

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 over the 6 months to 21 June 2018. 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
England +327 385 £60,000 - 17
London +172 197 £62,500 -7.41% 6
UK excluding London +140 180 £55,000 +2.33% 12
East of England +52 53 £60,000 +17.07%
Midlands +47 43 £50,000 +53.85%
South East +33 42 £50,000 -31.03% 6
West Midlands +40 41 £50,000 +53.85%
North of England +45 31 £60,000 +14.29% 3
Yorkshire - 21 £60,000 - 1
South West +3 14 £55,000 -8.33% 2
Scotland -23 11 £47,500 -20.83% 1
North West +8 10 £70,000 +33.33% 2
East Midlands - 2 £45,000 -

For the 6 months to 21 June 2018, 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 with a requirement for Azure Data Factory.

1 404 (100.00%) Microsoft Azure
2 362 (89.60%) Business Intelligence
3 359 (88.86%) SQL
4 327 (80.94%) Microsoft
5 294 (72.77%) Data Lake
6 287 (71.04%) Power BI
7 278 (68.81%) Analytics
8 246 (60.89%) SQL Server Integration Services
9 240 (59.41%) SQL Server
10 237 (58.66%) Azure SQL Database
11 211 (52.23%) SQL Server Analysis Services
12 198 (49.01%) SQL Server Reporting Services
13 157 (38.86%) Machine Learning
14 153 (37.87%) Data Analytics
15 139 (34.41%) Data Warehouse
16 128 (31.68%) Data Science
17 124 (30.69%) Big Data
18 119 (29.46%) C#
19 116 (28.71%) Tableau
20 115 (28.47%) Advertising
21 107 (26.49%) Visual Studio
21 107 (26.49%) Azure SQL Data Warehouse
22 106 (26.24%) Cortana Intelligence Suite
23 105 (25.99%) Presales
24 93 (23.02%) Git (software)
25 91 (22.52%) HDInsight
26 87 (21.53%) U-SQL
26 87 (21.53%) Serverless
27 86 (21.29%) IaaS
28 81 (20.05%) ETL

Azure Data Factory
Co-occurring IT Skills 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 16 (3.96%) BizTalk Server
2 9 (2.23%) SharePoint
3 5 (1.24%) IIS
4 4 (0.99%) Apache Spark
5 2 (0.50%) Elasticsearch
6 1 (0.25%) Apache
Applications
1 14 (3.47%) Microsoft Excel
Business Applications
1 11 (2.72%) Cognos Business Intelligence
2 9 (2.23%) Cognos TM1
3 7 (1.73%) Dynamics CRM
Cloud Services
1 404 (100.00%) Microsoft Azure
2 106 (26.24%) Cortana Intelligence Suite
3 87 (21.53%) Serverless
4 86 (21.29%) IaaS
5 65 (16.09%) PaaS
6 35 (8.66%) Amazon AWS
7 29 (7.18%) Azure Machine Learning
8 19 (4.70%) AWS Lambda
9 17 (4.21%) Data Lake Analytics
10 15 (3.71%) SaaS
11 11 (2.72%) Azure Active Directory
11 11 (2.72%) Office 365
12 8 (1.98%) Cloud Computing
13 4 (0.99%) Google Cloud Platform
14 3 (0.74%) Amazon EC2
14 3 (0.74%) Amazon S3
14 3 (0.74%) AWS CloudFormation
14 3 (0.74%) IBM Cloud
15 2 (0.50%) npm
Database & Business Intelligence
1 294 (72.77%) Data Lake
2 287 (71.04%) Power BI
3 246 (60.89%) SQL Server Integration Services
4 240 (59.41%) SQL Server
5 237 (58.66%) Azure SQL Database
6 211 (52.23%) SQL Server Analysis Services
7 198 (49.01%) SQL Server Reporting Services
8 139 (34.41%) Data Warehouse
9 124 (30.69%) Big Data
10 107 (26.49%) Azure SQL Data Warehouse
11 91 (22.52%) HDInsight
12 56 (13.86%) NoSQL
13 41 (10.15%) SQL Server 2014
14 37 (9.16%) SQL Server 2012
15 35 (8.66%) Hadoop
16 31 (7.67%) Cosmos DB
16 31 (7.67%) Microsoft Analysis Services
17 25 (6.19%) QlikView
18 17 (4.21%) OLAP
19 10 (2.48%) PostgreSQL
Development Applications
1 107 (26.49%) Visual Studio
2 93 (23.02%) Git (software)
3 6 (1.49%) TeamCity
4 5 (1.24%) Team Foundation Server
4 5 (1.24%) Visual Studio Team System
5 4 (0.99%) Jenkins
5 4 (0.99%) SQL Server Management Studio (SSMS)
6 3 (0.74%) Octopus Deploy
7 1 (0.25%) ER Studio
7 1 (0.25%) ERwin
7 1 (0.25%) RStudio
7 1 (0.25%) SpecFlow
7 1 (0.25%) tSQLt
General
1 115 (28.47%) Advertising
2 55 (13.61%) Marketing
3 25 (6.19%) Finance
4 21 (5.20%) Games
5 16 (3.96%) Retail
6 4 (0.99%) Publishing
7 3 (0.74%) Manufacturing
Job Titles
1 204 (50.50%) Consultant
2 148 (36.63%) Business Intelligence Consultant
3 105 (25.99%) Azure Consultant
4 86 (21.29%) Power BI Consultant
5 82 (20.30%) Microsoft BI Consultant
6 71 (17.57%) Developer
7 61 (15.10%) Data Consultant
8 43 (10.64%) Architect
9 36 (8.91%) DBA
10 32 (7.92%) SQL DBA
11 29 (7.18%) Business Intelligence Developer
12 28 (6.93%) Senior Consultant
13 27 (6.68%) Cloud Consultant
14 26 (6.44%) Data Engineer
15 24 (5.94%) Microsoft Consultant
16 23 (5.69%) Azure Architect
16 23 (5.69%) Business Consultant
17 22 (5.45%) SQL Developer
18 21 (5.20%) Administrator
18 21 (5.20%) Senior DBA
Libraries, Frameworks & Software Standards
1 32 (7.92%) .NET
2 17 (4.21%) ASP.NET
3 14 (3.47%) .NET Framework
3 14 (3.47%) ASP.NET MVC
4 13 (3.22%) Entity Framework
5 12 (2.97%) CSS
5 12 (2.97%) HTML
6 10 (2.48%) MDX
7 9 (2.23%) ASP.NET Web API
8 8 (1.98%) HTML5
9 7 (1.73%) Middleware
10 5 (1.24%) Ajax
10 5 (1.24%) AngularJS
10 5 (1.24%) jQuery
10 5 (1.24%) WCF
10 5 (1.24%) XML
11 3 (0.74%) Web Services
12 2 (0.50%) CSS3
12 2 (0.50%) RabbitMQ
12 2 (0.50%) REST
Miscellaneous
1 27 (6.68%) Driving Licence
2 21 (5.20%) Analytical Skills
3 14 (3.47%) Algorithms
4 11 (2.72%) Greenfield Project
5 9 (2.23%) Enterprise Software
5 9 (2.23%) Replication
6 7 (1.73%) Self-Motivation
7 6 (1.49%) Mobile App
7 6 (1.49%) Public Cloud
8 5 (1.24%) Computer Science
8 5 (1.24%) Fintech
9 3 (0.74%) Data Structures
9 3 (0.74%) Linux Command Line
10 2 (0.50%) Blog
11 1 (0.25%) Clustering
11 1 (0.25%) Foreign Exchange (FX)
11 1 (0.25%) Online Games
Operating Systems
1 8 (1.98%) Windows
2 5 (1.24%) Windows Server
3 3 (0.74%) Linux
Processes & Methodologies
1 362 (89.60%) Business Intelligence
2 278 (68.81%) Analytics
3 157 (38.86%) Machine Learning
4 153 (37.87%) Data Analytics
5 128 (31.68%) Data Science
6 105 (25.99%) Presales
7 81 (20.05%) ETL
8 74 (18.32%) Service Delivery
9 59 (14.60%) Visualisation
10 53 (13.12%) Migration
11 44 (10.89%) Data Visualisation
12 36 (8.91%) Agile Software Development
13 35 (8.66%) Data Virtualisation
13 35 (8.66%) Performance Tuning
14 31 (7.67%) Predictive Analytics
15 25 (6.19%) Data Modelling
16 23 (5.69%) Continuous Integration
17 22 (5.45%) Mentoring
18 19 (4.70%) DevOps
18 19 (4.70%) Microservices
Programming Languages
1 359 (88.86%) SQL
2 119 (29.46%) C#
3 87 (21.53%) U-SQL
4 80 (19.80%) T-SQL
5 61 (15.10%) Data Analysis Expressions (DAX)
6 56 (13.86%) PowerShell
7 37 (9.16%) Python
8 30 (7.43%) R
9 15 (3.71%) JavaScript
10 7 (1.73%) VBA
11 4 (0.99%) C
11 4 (0.99%) Java
11 4 (0.99%) Scala
12 3 (0.74%) MATLAB
12 3 (0.74%) Microsoft R
12 3 (0.74%) Ruby
13 1 (0.25%) HiveQL
Qualifications
1 13 (3.22%) Security Cleared
2 9 (2.23%) Degree
2 9 (2.23%) SC Cleared
3 7 (1.73%) Microsoft Certification
4 2 (0.50%) Numerate Degree
5 1 (0.25%) Computer Science Degree
5 1 (0.25%) MCITP
5 1 (0.25%) Microsoft Certified Architect
Quality Assurance & Compliance
1 7 (1.73%) GDPR
2 6 (1.49%) Data Quality
3 2 (0.50%) Actionable Recommendations
3 2 (0.50%) QA
System Software
1 76 (18.81%) Virtual Machines
2 29 (7.18%) HDFS
3 11 (2.72%) Active Directory
4 4 (0.99%) Docker
Systems Management
1 4 (0.99%) Docker Swarm
1 4 (0.99%) Kubernetes
2 3 (0.74%) Failover Clustering
2 3 (0.74%) Opscode Chef
3 2 (0.50%) logstash
Vendors
1 327 (80.94%) Microsoft
2 116 (28.71%) Tableau
3 23 (5.69%) Google
4 20 (4.95%) IBM
5 11 (2.72%) Cognos
6 9 (2.23%) Oracle
7 6 (1.49%) Informatica
7 6 (1.49%) RedGate
7 6 (1.49%) Talend
8 4 (0.99%) Cognizant
9 2 (0.50%) Databricks
9 2 (0.50%) MuleSoft
9 2 (0.50%) Salesforce.com
10 1 (0.25%) Guidewire
10 1 (0.25%) Hortonworks