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 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 37 43 49
Rank change year-on-year +6 +6  
Permanent jobs citing ETL 12 16 8
As % of all permanent IT jobs advertised in York 3.52% 3.69% 2.12%
As % of the Processes & Methodologies category 3.65% 4.00% 2.35%
Number of salaries quoted 11 14 7
Median salary £35,000 £42,500 £32,500
Median salary % change year-on-year -17.64% +30.76%  
90% offered a salary of more than £30,000 £40,000 £30,800
10% offered a salary of more than £45,000 £46,750 £41,800
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 329 400 340
As % of all permanent IT job vacancies advertised in York 96.48% 92.17% 90.19%
Number of salaries quoted 273 350 268
Median salary £43,000 £40,000 £37,500
Median salary % change year-on-year +7.50% +6.66%  
90% offered a salary of more than £32,500 £29,000 £26,500
10% offered a salary of more than £50,000 £52,500 £50,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

ETL
Salary Histogram in York

The salary distribution of IT jobs citing ETL in York over the 3 months to 29 March 2017.

Salary histogram for ETL in York

For the 6 months to 29 March 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 12 (100.00%) SQL
1 12 (100.00%) SQL Server
1 12 (100.00%) SQL Server Reporting Services
2 10 (83.33%) SQL Server Integration Services
2 10 (83.33%) SQL Server 2012
3 9 (75.00%) T-SQL
4 8 (66.67%) MS Excel
5 7 (58.33%) Business Intelligence
6 6 (50.00%) Data Warehouse
6 6 (50.00%) Analytics
6 6 (50.00%) Visualisation
6 6 (50.00%) Power BI
6 6 (50.00%) SQL Server 2016
7 5 (41.67%) SQL Server 2014
7 5 (41.67%) SQL Server Analysis Services
8 4 (33.33%) Statistics
8 4 (33.33%) Marketing
8 4 (33.33%) Web Development
8 4 (33.33%) .NET Framework
8 4 (33.33%) Entity Framework
8 4 (33.33%) Data Visualisation
8 4 (33.33%) Continuous Integration
8 4 (33.33%) SQL Server Management Studio (SSMS)
8 4 (33.33%) SQL Server 2008
8 4 (33.33%) DTS
8 4 (33.33%) ERP
8 4 (33.33%) Data Modelling
8 4 (33.33%) Progress
8 4 (33.33%) MS Access
8 4 (33.33%) C#

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:

Applications
1 8 (66.67%) MS Excel
Database & Business Intelligence
1 12 (100.00%) SQL Server
1 12 (100.00%) SQL Server Reporting Services
2 10 (83.33%) SQL Server 2012
2 10 (83.33%) SQL Server Integration Services
3 6 (50.00%) Data Warehouse
3 6 (50.00%) Power BI
3 6 (50.00%) SQL Server 2016
4 5 (41.67%) SQL Server 2014
4 5 (41.67%) SQL Server Analysis Services
5 4 (33.33%) DTS
5 4 (33.33%) MS Access
5 4 (33.33%) SQL Server 2008
6 2 (16.67%) Big Data
6 2 (16.67%) MySQL
6 2 (16.67%) QlikView
7 1 (8.33%) Relational Database
Development Applications
1 4 (33.33%) SQL Server Management Studio (SSMS)
1 4 (33.33%) Visual Studio
General
1 4 (33.33%) Marketing
Job Titles
1 6 (50.00%) Developer
1 6 (50.00%) SQL Developer
2 5 (41.67%) SSIS Developer
3 4 (33.33%) Data Manager
3 4 (33.33%) Database Developer
3 4 (33.33%) Development Manager
3 4 (33.33%) ETL Developer
3 4 (33.33%) SQL Database Developer
3 4 (33.33%) T-SQL Developer
3 4 (33.33%) Web Development Manager
3 4 (33.33%) Web Manager
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) SQL BI Developer
4 1 (8.33%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) .NET
1 4 (33.33%) .NET Framework
1 4 (33.33%) ASP.NET
1 4 (33.33%) CSS
1 4 (33.33%) Entity Framework
1 4 (33.33%) HTML
1 4 (33.33%) XML
Miscellaneous
1 1 (8.33%) EPoS
1 1 (8.33%) FMCG
Processes & Methodologies
1 7 (58.33%) Business Intelligence
2 6 (50.00%) Analytics
2 6 (50.00%) Visualisation
3 4 (33.33%) Agile Software Development
3 4 (33.33%) Continuous Integration
3 4 (33.33%) Data Modelling
3 4 (33.33%) Data Visualisation
3 4 (33.33%) ERP
3 4 (33.33%) MVC
3 4 (33.33%) Project Management
3 4 (33.33%) Scrum
3 4 (33.33%) Statistics
3 4 (33.33%) Web Development
4 2 (16.67%) Business Analysis
4 2 (16.67%) Data Analytics
4 2 (16.67%) Data Cleansing
4 2 (16.67%) Data Validation
4 2 (16.67%) Validation
5 1 (8.33%) Mentoring
Programming Languages
1 12 (100.00%) SQL
2 9 (75.00%) T-SQL
3 4 (33.33%) C#
3 4 (33.33%) JavaScript
Vendors
1 4 (33.33%) Microsoft
1 4 (33.33%) Progress