The table below looks at the statistics for ETL skills in IT jobs advertised for the North Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 67 85 85
Rank change year-on-year
+18 0
Permanent jobs citing ETL 10 2 11
As % of all permanent IT jobs located in North Yorkshire 1.27% 0.22% 1.02%
As % of the Processes & Methodologies category 1.51% 0.25% 1.21%
Number of salaries quoted 3 2 11
Median salary £45,000 £27,500 £37,500
Median salary % change year-on-year
+63.63% -26.66%
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North Yorkshire region.

Processes & Methodologies Category
North Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
664 804 907
As % of all permanent IT jobs located in North Yorkshire 84.37% 90.03% 83.83%
Number of salaries quoted 487 734 789
Median salary £42,500 £40,000 £38,500
Median salary % change year-on-year
+6.25% +3.89%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £57,450 £50,000 £69,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in North Yorkshire

The demand trend of job ads across the North Yorkshire region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend 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 across the North Yorkshire region.

ETL Salary Trend 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 3 months to 1 October 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
York +14 5 £45,000 +63.63%
Harrogate - 4 - -
ETL
Yorkshire

ETL
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 1 October 2016, 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 20 (90.91%) SQL
2 19 (86.36%) Business Intelligence
2 19 (86.36%) BusinessObjects
3 17 (77.27%) SAP
3 17 (77.27%) Analytical Skills
4 15 (68.18%) SQL Server
5 14 (63.64%) T-SQL
6 11 (50.00%) Data Modelling
7 9 (40.91%) Retail
7 9 (40.91%) ETL Development
7 9 (40.91%) SQL Server Integration Services
7 9 (40.91%) BusinessObjects Web Intelligence
7 9 (40.91%) SQL Server Analysis Services
8 8 (36.36%) VBA
8 8 (36.36%) Oracle
8 8 (36.36%) SQL Server Reporting Services
9 7 (31.82%) Data Warehouse
9 7 (31.82%) SAP Data Services
10 6 (27.27%) Data Management
10 6 (27.27%) Service Delivery
11 3 (13.64%) Translating Business Requirements
11 3 (13.64%) Kimball Methodology
11 3 (13.64%) BODI
11 3 (13.64%) BusinessObjects XI
11 3 (13.64%) Quality Management
12 2 (9.09%) Oracle OWB
12 2 (9.09%) PostgreSQL
12 2 (9.09%) Scrum
12 2 (9.09%) Agile Software Development
12 2 (9.09%) Cognos

ETL
Top Related 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 1 (4.55%) MS Excel
Cloud Services
1 2 (9.09%) Amazon AWS
Database & Business Intelligence
1 19 (86.36%) BusinessObjects
2 15 (68.18%) SQL Server
3 9 (40.91%) BusinessObjects Web Intelligence
3 9 (40.91%) SQL Server Analysis Services
3 9 (40.91%) SQL Server Integration Services
4 8 (36.36%) SQL Server Reporting Services
5 7 (31.82%) Data Warehouse
5 7 (31.82%) SAP Data Services
6 3 (13.64%) BODI
6 3 (13.64%) BusinessObjects XI
7 2 (9.09%) Amazon DynamoDB
7 2 (9.09%) Amazon Redshift
7 2 (9.09%) Big Data
7 2 (9.09%) Hadoop
7 2 (9.09%) MySQL
7 2 (9.09%) Oracle OWB
7 2 (9.09%) PostgreSQL
7 2 (9.09%) Relational Database
8 1 (4.55%) SQL Server 2014
8 1 (4.55%) SQL Server 2016
General
1 9 (40.91%) Retail
2 1 (4.55%) Finance
Job Titles
1 12 (54.55%) Developer
2 10 (45.45%) Business Developer
3 9 (40.91%) Analyst
3 9 (40.91%) Business Intelligence Analyst
4 8 (36.36%) Business Intelligence Developer
4 8 (36.36%) Business Objects Developer
5 5 (22.73%) SQL BI Developer
5 5 (22.73%) SQL Developer
6 3 (13.64%) SAP Analyst
6 3 (13.64%) SAP BI Analyst
6 3 (13.64%) SAP BI Developer
6 3 (13.64%) SAP Developer
6 3 (13.64%) SQL Analyst
7 2 (9.09%) Cloud Developer
8 1 (4.55%) ETL Developer
8 1 (4.55%) Senior Business Intelligence Developer
8 1 (4.55%) Senior Developer
8 1 (4.55%) Tester
Libraries, Frameworks & Software Standards
1 2 (9.09%) Web Services
Miscellaneous
1 17 (77.27%) Analytical Skills
2 1 (4.55%) FMCG
Processes & Methodologies
1 19 (86.36%) Business Intelligence
2 11 (50.00%) Data Modelling
3 9 (40.91%) ETL Development
4 6 (27.27%) Data Management
4 6 (27.27%) Service Delivery
5 3 (13.64%) Kimball Methodology
5 3 (13.64%) Quality Management
5 3 (13.64%) Translating Business Requirements
6 2 (9.09%) Agile Software Development
6 2 (9.09%) Problem Management
6 2 (9.09%) Scrum
6 2 (9.09%) SDLC
6 2 (9.09%) Software Delivery
7 1 (4.55%) Analytics
7 1 (4.55%) Dimensional Modelling
7 1 (4.55%) Logical Data Model
7 1 (4.55%) Software Testing
7 1 (4.55%) Supply Chain Management
Programming Languages
1 20 (90.91%) SQL
2 14 (63.64%) T-SQL
3 8 (36.36%) VBA
Qualifications
1 1 (4.55%) ISEB
1 1 (4.55%) ISTQB
Vendors
1 17 (77.27%) SAP
2 8 (36.36%) Oracle
3 2 (9.09%) Cognos
4 1 (4.55%) Microsoft