Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 69 68 73
Rank change year-on-year -1 +5 +12
Permanent jobs citing ETL 7 6 6
As % of all permanent IT jobs advertised in York 1.05% 0.94% 1.05%
As % of the Processes & Methodologies category 1.17% 1.03% 1.13%
Number of salaries quoted 7 2 4
York median annual salary £42,500 £45,000 £35,000
Median salary % change year-on-year -5.56% +28.57% -12.50%
10th Percentile £39,750 £45,000 £24,150
90th Percentile £52,500 £45,000 £42,500
North Yorkshire median annual salary £42,500 £35,000 £34,000
% change year-on-year +21.43% +2.94% -15.00%

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

All Process and Methodology Skills
York
Permanent vacancies with a requirement for process or methodology skills 597 583 531
As % of all permanent IT jobs advertised in York 89.91% 91.81% 92.51%
Number of salaries quoted 466 465 460
York median annual salary £41,500 £41,000 £40,000
Median salary % change year-on-year +1.22% +2.50% -
10th Percentile £26,750 £25,350 £22,750
90th Percentile £61,250 £55,000 £62,500
North Yorkshire median annual salary £40,000 £40,000 £40,000

ETL
Job Vacancy Trend in York

Job postings citing ETL as a percentage of all IT jobs advertised in York.

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 18 November 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 7 (100.00%) SQL
1 7 (100.00%) T-SQL
1 7 (100.00%) SQL Server
1 7 (100.00%) CRM
1 7 (100.00%) SQL Server Integration Services
1 7 (100.00%) SQL Server Analysis Services
1 7 (100.00%) SQL Server Reporting Services
1 7 (100.00%) SQL Server 2016
2 4 (57.14%) Microsoft Azure
2 4 (57.14%) Big Data
2 4 (57.14%) Data Modelling
3 3 (42.86%) Business Intelligence
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Microsoft Excel
3 3 (42.86%) Power BI

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 3 (42.86%) Microsoft Excel
Cloud Services
1 4 (57.14%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) SQL Server
1 7 (100.00%) SQL Server 2016
1 7 (100.00%) SQL Server Analysis Services
1 7 (100.00%) SQL Server Integration Services
1 7 (100.00%) SQL Server Reporting Services
2 4 (57.14%) Big Data
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Power BI
Job Titles
1 7 (100.00%) Developer
2 4 (57.14%) Database Developer
3 3 (42.86%) Business Intelligence Developer
4 1 (14.29%) SQL Database Developer
4 1 (14.29%) SQL Developer
Processes & Methodologies
1 7 (100.00%) CRM
2 4 (57.14%) Data Modelling
3 3 (42.86%) Business Intelligence
Programming Languages
1 7 (100.00%) SQL
1 7 (100.00%) T-SQL