The following table provides summary statistics for permanent job vacancies advertised in York with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 43 57 55
Rank change year-on-year +14 -2  
Permanent jobs citing ETL 7 6 8
As % of all permanent IT jobs advertised in York 1.91% 1.61% 2.27%
As % of the Processes & Methodologies category 2.07% 1.72% 2.51%
Number of salaries quoted 6 1 5
Median salary £46,250 £47,500 £33,000
Median salary % change year-on-year -2.63% +43.93%  
90% offered a salary of more than £42,500 £47,500 £32,500
10% offered a salary of more than £50,000 £47,500 £43,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in York with a requirement for process and methodology skills.

Process & Methodology Skills
York
Permanent job vacancies with a requirement for process and methodology skills 338 348 319
As % of all permanent IT job vacancies advertised in York 92.10% 93.55% 90.37%
Number of salaries quoted 280 283 283
Median salary £37,500 £40,000 £40,000
Median salary % change year-on-year -6.25% -  
90% offered a salary of more than £28,500 £29,500 £27,500
10% offered a salary of more than £50,000 £50,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in York

The job posting trend of jobs advertised in York citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in York

ETL
Salary Trend in York

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in York.

Salary trend for ETL in York

For the 6 months to 27 June 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the York region with a requirement for ETL.

1 19 (100.00%) SQL
2 18 (94.74%) SQL Server Reporting Services
3 17 (89.47%) SQL Server Integration Services
3 17 (89.47%) SQL Server
4 15 (78.95%) T-SQL
5 11 (57.89%) SQL Server Analysis Services
5 11 (57.89%) SQL Server 2016
6 10 (52.63%) SQL Server 2012
6 10 (52.63%) Business Intelligence
6 10 (52.63%) Microsoft Excel
7 9 (47.37%) Data Warehouse
7 9 (47.37%) Power BI
8 7 (36.84%) Data Modelling
9 6 (31.58%) Visualisation
9 6 (31.58%) Analytics
10 5 (26.32%) SQL Server 2014
10 5 (26.32%) Big Data
10 5 (26.32%) Microsoft
10 5 (26.32%) CRM
11 4 (21.05%) JavaScript
11 4 (21.05%) MS Access
11 4 (21.05%) Visual Studio
11 4 (21.05%) ASP.NET
11 4 (21.05%) CSS
11 4 (21.05%) XML
11 4 (21.05%) .NET
11 4 (21.05%) C#
11 4 (21.05%) HTML
11 4 (21.05%) Project Management
11 4 (21.05%) Agile Software Development

ETL
Co-occurring IT Skills in York 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 1 (5.26%) Apache
1 1 (5.26%) Apache Spark
Applications
1 10 (52.63%) Microsoft Excel
Cloud Services
1 3 (15.79%) Microsoft Azure
Database & Business Intelligence
1 18 (94.74%) SQL Server Reporting Services
2 17 (89.47%) SQL Server
2 17 (89.47%) SQL Server Integration Services
3 11 (57.89%) SQL Server 2016
3 11 (57.89%) SQL Server Analysis Services
4 10 (52.63%) SQL Server 2012
5 9 (47.37%) Data Warehouse
5 9 (47.37%) Power BI
6 5 (26.32%) Big Data
6 5 (26.32%) SQL Server 2014
7 4 (21.05%) DTS
7 4 (21.05%) MS Access
7 4 (21.05%) SQL Server 2008
8 2 (10.53%) MySQL
8 2 (10.53%) QlikView
9 1 (5.26%) Hadoop
9 1 (5.26%) HBase
9 1 (5.26%) MongoDB
9 1 (5.26%) Neo4j
9 1 (5.26%) NoSQL
Development Applications
1 4 (21.05%) SQL Server Management Studio (SSMS)
1 4 (21.05%) Visual Studio
General
1 4 (21.05%) Marketing
2 1 (5.26%) Advertising
Job Titles
1 12 (63.16%) Developer
2 7 (36.84%) Database Developer
3 6 (31.58%) SQL Developer
4 5 (26.32%) SSIS Developer
5 4 (21.05%) Business Intelligence Developer
5 4 (21.05%) Data Manager
5 4 (21.05%) Development Manager
5 4 (21.05%) ETL Developer
5 4 (21.05%) SQL Database Developer
5 4 (21.05%) T-SQL Developer
5 4 (21.05%) Web Development Manager
5 4 (21.05%) Web Manager
6 1 (5.26%) Data Engineer
6 1 (5.26%) SQL BI Developer
6 1 (5.26%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) .NET
1 4 (21.05%) .NET Framework
1 4 (21.05%) ASP.NET
1 4 (21.05%) CSS
1 4 (21.05%) Entity Framework
1 4 (21.05%) HTML
1 4 (21.05%) XML
2 1 (5.26%) Kafka
2 1 (5.26%) MDX
2 1 (5.26%) RabbitMQ
2 1 (5.26%) Spark Streaming
Miscellaneous
1 1 (5.26%) Algorithms
1 1 (5.26%) EPoS
1 1 (5.26%) FMCG
Processes & Methodologies
1 10 (52.63%) Business Intelligence
2 7 (36.84%) Data Modelling
3 6 (31.58%) Analytics
3 6 (31.58%) Visualisation
4 5 (26.32%) CRM
5 4 (21.05%) Agile Software Development
5 4 (21.05%) Continuous Integration
5 4 (21.05%) Data Visualisation
5 4 (21.05%) ERP
5 4 (21.05%) MVC
5 4 (21.05%) Project Management
5 4 (21.05%) Scrum
5 4 (21.05%) Statistics
5 4 (21.05%) Test Automation
5 4 (21.05%) Web Development
6 2 (10.53%) Business Analysis
6 2 (10.53%) Data Analytics
6 2 (10.53%) Data Cleansing
6 2 (10.53%) Data Validation
6 2 (10.53%) Validation
Programming Languages
1 19 (100.00%) SQL
2 15 (78.95%) T-SQL
3 4 (21.05%) C#
3 4 (21.05%) JavaScript
4 1 (5.26%) Java
4 1 (5.26%) Scala
System Software
1 1 (5.26%) Apache Flume
1 1 (5.26%) HDFS
Vendors
1 5 (26.32%) Microsoft
2 4 (21.05%) Progress