Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire 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)
Yorkshire > North Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 94 98 120
Rank change year-on-year +4 +22 +1
Permanent jobs citing ETL 10 15 10
As % of all permanent IT jobs advertised in North Yorkshire 0.81% 0.97% 0.55%
As % of the Processes & Methodologies category 0.92% 1.12% 0.61%
Number of salaries quoted 10 5 8
North Yorkshire median annual salary £42,500 £35,000 £34,000
Median salary % change year-on-year +21.43% +2.94% -15.00%
10th Percentile £36,000 £31,750 £26,350
90th Percentile £52,500 £45,000 £42,500
Yorkshire median annual salary £42,500 £44,000 £45,000
% change year-on-year -3.41% -2.22% -

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 North Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
North Yorkshire
Permanent vacancies with a requirement for process or methodology skills 1084 1338 1645
As % of all permanent IT jobs advertised in North Yorkshire 88.27% 86.94% 90.78%
Number of salaries quoted 882 1061 1455
North Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £22,750 £22,750
90th Percentile £61,250 £57,500 £56,850
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +0.69%

ETL
Job Vacancy Trend in North Yorkshire

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

Job vacancy trend for ETL in North Yorkshire

ETL
Salary Trend in North Yorkshire

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

Salary trend for ETL in North Yorkshire

ETL
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing ETL in North Yorkshire over the 6 months to 18 November 2017.

Salary histogram for ETL in North Yorkshire

ETL
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North Yorkshire region over the 6 months to 18 November 2017. 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
York -1 7 £42,500 -5.56%
Skipton - 3 £36,000 - 1
ETL
Yorkshire

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 North Yorkshire region with a requirement for ETL.

1 10 (100.00%) SQL
1 10 (100.00%) T-SQL
2 7 (70.00%) SQL Server
2 7 (70.00%) CRM
2 7 (70.00%) SQL Server Reporting Services
2 7 (70.00%) SQL Server Integration Services
2 7 (70.00%) SQL Server Analysis Services
2 7 (70.00%) SQL Server 2016
3 6 (60.00%) Business Intelligence
4 4 (40.00%) Data Modelling
4 4 (40.00%) Microsoft Azure
4 4 (40.00%) Big Data
5 3 (30.00%) Power BI
5 3 (30.00%) Test Automation
5 3 (30.00%) ISTQB
5 3 (30.00%) ISEB
5 3 (30.00%) Data Warehouse
5 3 (30.00%) Microsoft Excel

ETL
Co-occurring IT Skills in North Yorkshire 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 (30.00%) Microsoft Excel
Cloud Services
1 4 (40.00%) Microsoft Azure
Database & Business Intelligence
1 7 (70.00%) SQL Server
1 7 (70.00%) SQL Server 2016
1 7 (70.00%) SQL Server Analysis Services
1 7 (70.00%) SQL Server Integration Services
1 7 (70.00%) SQL Server Reporting Services
2 4 (40.00%) Big Data
3 3 (30.00%) Data Warehouse
3 3 (30.00%) Power BI
Job Titles
1 7 (70.00%) Developer
2 4 (40.00%) Database Developer
3 3 (30.00%) Business Intelligence Developer
3 3 (30.00%) Tester
4 1 (10.00%) SQL Database Developer
4 1 (10.00%) SQL Developer
Processes & Methodologies
1 7 (70.00%) CRM
2 6 (60.00%) Business Intelligence
3 4 (40.00%) Data Modelling
4 3 (30.00%) Test Automation
Programming Languages
1 10 (100.00%) SQL
1 10 (100.00%) T-SQL
Qualifications
1 3 (30.00%) ISEB
1 3 (30.00%) ISTQB