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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Yorkshire / North Yorkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 70 63 70
Rank change year-on-year -7 +7  
Permanent jobs citing ETL 14 28 24
As % of all permanent IT jobs advertised in North Yorkshire 1.74% 2.95% 2.19%
As % of the Processes & Methodologies category 1.92% 3.35% 2.38%
Number of salaries quoted 11 21 22
Median salary £35,000 £42,000 £40,000
Median salary % change year-on-year -16.66% +5.00%  
90% offered a salary of more than £30,000 £35,000 £32,500
10% offered a salary of more than £45,000 £45,000 £45,000
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 North Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
North Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 728 835 1010
As % of all permanent IT job vacancies advertised in North Yorkshire 90.32% 87.89% 92.24%
Number of salaries quoted 614 740 861
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,750 £27,500 £25,000
10% offered a salary of more than £50,000 £50,000 £52,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in North Yorkshire

The job posting trend of jobs advertised in North Yorkshire 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 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 3 months to 28 March 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 3 months to 28 March 2017. 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 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 -4 12 £35,000 -17.64%
Harrogate +9 2 - -
ETL
Yorkshire

For the 6 months to 28 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 North Yorkshire region with a requirement for ETL.

1 17 (100.00%) SQL
2 15 (88.24%) SQL Server
3 13 (76.47%) SQL Server Reporting Services
4 12 (70.59%) T-SQL
5 11 (64.71%) Business Intelligence
5 11 (64.71%) SQL Server Integration Services
6 10 (58.82%) SQL Server 2012
7 9 (52.94%) MS Excel
8 8 (47.06%) Data Warehouse
9 7 (41.18%) Data Modelling
9 7 (41.18%) Visualisation
10 6 (35.29%) Analytics
10 6 (35.29%) Power BI
10 6 (35.29%) SQL Server 2016
11 5 (29.41%) SQL Server 2014
11 5 (29.41%) ERP
11 5 (29.41%) Data Visualisation
11 5 (29.41%) SQL Server Analysis Services
12 4 (23.53%) Marketing
12 4 (23.53%) Web Development
12 4 (23.53%) .NET Framework
12 4 (23.53%) SQL Server 2008
12 4 (23.53%) Entity Framework
12 4 (23.53%) Continuous Integration
12 4 (23.53%) Agile Software Development
12 4 (23.53%) Statistics
12 4 (23.53%) Project Management
12 4 (23.53%) Microsoft
12 4 (23.53%) MVC
12 4 (23.53%) Scrum

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 9 (52.94%) MS Excel
Database & Business Intelligence
1 15 (88.24%) SQL Server
2 13 (76.47%) SQL Server Reporting Services
3 11 (64.71%) SQL Server Integration Services
4 10 (58.82%) SQL Server 2012
5 8 (47.06%) Data Warehouse
6 6 (35.29%) Power BI
6 6 (35.29%) SQL Server 2016
7 5 (29.41%) SQL Server 2014
7 5 (29.41%) SQL Server Analysis Services
8 4 (23.53%) DTS
8 4 (23.53%) MS Access
8 4 (23.53%) SQL Server 2008
9 3 (17.65%) QlikView
10 2 (11.76%) Big Data
10 2 (11.76%) BusinessObjects
10 2 (11.76%) MySQL
10 2 (11.76%) SAP Data Services
11 1 (5.88%) Relational Database
Development Applications
1 4 (23.53%) SQL Server Management Studio (SSMS)
1 4 (23.53%) Visual Studio
General
1 4 (23.53%) Marketing
2 2 (11.76%) Finance
3 1 (5.88%) Telecoms
Job Titles
1 7 (41.18%) Developer
2 6 (35.29%) SQL Developer
3 5 (29.41%) SSIS Developer
4 4 (23.53%) Data Manager
4 4 (23.53%) Database Developer
4 4 (23.53%) Development Manager
4 4 (23.53%) ETL Developer
4 4 (23.53%) SQL Database Developer
4 4 (23.53%) T-SQL Developer
4 4 (23.53%) Web Development Manager
4 4 (23.53%) Web Manager
5 3 (17.65%) Analyst
5 3 (17.65%) Business Intelligence Analyst
6 1 (5.88%) Business Intelligence Developer
6 1 (5.88%) Data Warehouse Developer
6 1 (5.88%) SQL BI Developer
6 1 (5.88%) SSRS Developer
6 1 (5.88%) Tester
Libraries, Frameworks & Software Standards
1 4 (23.53%) .NET
1 4 (23.53%) .NET Framework
1 4 (23.53%) ASP.NET
1 4 (23.53%) CSS
1 4 (23.53%) Entity Framework
1 4 (23.53%) HTML
1 4 (23.53%) XML
Miscellaneous
1 2 (11.76%) Analytical Skills
2 1 (5.88%) EPoS
2 1 (5.88%) FMCG
Processes & Methodologies
1 11 (64.71%) Business Intelligence
2 7 (41.18%) Data Modelling
2 7 (41.18%) Visualisation
3 6 (35.29%) Analytics
4 5 (29.41%) Data Visualisation
4 5 (29.41%) ERP
5 4 (23.53%) Agile Software Development
5 4 (23.53%) Continuous Integration
5 4 (23.53%) MVC
5 4 (23.53%) Project Management
5 4 (23.53%) Scrum
5 4 (23.53%) Statistics
5 4 (23.53%) Web Development
6 2 (11.76%) Business Analysis
6 2 (11.76%) Data Analytics
6 2 (11.76%) Data Cleansing
6 2 (11.76%) Data Management
6 2 (11.76%) Data Validation
6 2 (11.76%) Service Delivery
6 2 (11.76%) Validation
Programming Languages
1 17 (100.00%) SQL
2 12 (70.59%) T-SQL
3 4 (23.53%) C#
3 4 (23.53%) JavaScript
Qualifications
1 1 (5.88%) ISEB
1 1 (5.88%) ISTQB
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
Vendors
1 4 (23.53%) Microsoft
1 4 (23.53%) Progress
2 2 (11.76%) SAP
3 1 (5.88%) IFS