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 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Yorkshire / North Yorkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 69 69 83
Rank change year-on-year 0 +14  
Permanent jobs citing ETL 7 11 13
As % of all permanent IT jobs advertised in North Yorkshire 0.95% 1.47% 1.28%
As % of the Processes & Methodologies category 1.05% 1.65% 1.39%
Number of salaries quoted 6 6 10
Median salary £46,250 £41,000 £35,250
Median salary % change year-on-year +12.80% +16.31%  
90% offered a salary of more than £42,500 £32,500 £30,900
10% offered a salary of more than £50,000 £44,250 £45,250
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 664 668 932
As % of all permanent IT job vacancies advertised in North Yorkshire 89.73% 89.19% 91.91%
Number of salaries quoted 577 553 857
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £28,500 £27,500 £27,000
10% offered a salary of more than £52,500 £55,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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
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 25 June 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 +12 7 £46,250 -2.63%
ETL
Yorkshire

For the 6 months to 25 June 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 21 (100.00%) SQL
2 19 (90.48%) SQL Server
3 18 (85.71%) SQL Server Reporting Services
4 17 (80.95%) SQL Server Integration Services
4 17 (80.95%) T-SQL
5 12 (57.14%) Business Intelligence
6 11 (52.38%) SQL Server Analysis Services
6 11 (52.38%) SQL Server 2016
7 10 (47.62%) SQL Server 2012
7 10 (47.62%) Microsoft Excel
8 9 (42.86%) Data Modelling
8 9 (42.86%) Data Warehouse
8 9 (42.86%) Power BI
9 6 (28.57%) Visualisation
9 6 (28.57%) Analytics
10 5 (23.81%) Big Data
10 5 (23.81%) SQL Server 2014
10 5 (23.81%) CRM
10 5 (23.81%) Microsoft
11 4 (19.05%) JavaScript
11 4 (19.05%) DTS
11 4 (19.05%) ERP
11 4 (19.05%) Progress
11 4 (19.05%) MVC
11 4 (19.05%) MS Access
11 4 (19.05%) Visual Studio
11 4 (19.05%) ASP.NET
11 4 (19.05%) CSS
11 4 (19.05%) XML
11 4 (19.05%) .NET

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:

Application Platforms
1 1 (4.76%) Apache
1 1 (4.76%) Apache Spark
Applications
1 10 (47.62%) Microsoft Excel
Cloud Services
1 3 (14.29%) Microsoft Azure
Database & Business Intelligence
1 19 (90.48%) SQL Server
2 18 (85.71%) SQL Server Reporting Services
3 17 (80.95%) SQL Server Integration Services
4 11 (52.38%) SQL Server 2016
4 11 (52.38%) SQL Server Analysis Services
5 10 (47.62%) SQL Server 2012
6 9 (42.86%) Data Warehouse
6 9 (42.86%) Power BI
7 5 (23.81%) Big Data
7 5 (23.81%) SQL Server 2014
8 4 (19.05%) DTS
8 4 (19.05%) MS Access
8 4 (19.05%) SQL Server 2008
9 2 (9.52%) BusinessObjects
9 2 (9.52%) MySQL
9 2 (9.52%) QlikView
9 2 (9.52%) SAP Data Services
10 1 (4.76%) HBase
10 1 (4.76%) Neo4j
10 1 (4.76%) Relational Database
Development Applications
1 4 (19.05%) SQL Server Management Studio (SSMS)
1 4 (19.05%) Visual Studio
General
1 4 (19.05%) Marketing
2 1 (4.76%) Advertising
Job Titles
1 12 (57.14%) Developer
2 7 (33.33%) Database Developer
3 6 (28.57%) SQL Developer
4 5 (23.81%) SSIS Developer
5 4 (19.05%) Business Intelligence Developer
5 4 (19.05%) Data Manager
5 4 (19.05%) Development Manager
5 4 (19.05%) ETL Developer
5 4 (19.05%) SQL Database Developer
5 4 (19.05%) T-SQL Developer
5 4 (19.05%) Web Development Manager
5 4 (19.05%) Web Manager
6 2 (9.52%) Analyst
6 2 (9.52%) Business Intelligence Analyst
7 1 (4.76%) Data Engineer
7 1 (4.76%) SQL BI Developer
7 1 (4.76%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (19.05%) .NET
1 4 (19.05%) .NET Framework
1 4 (19.05%) ASP.NET
1 4 (19.05%) CSS
1 4 (19.05%) Entity Framework
1 4 (19.05%) HTML
1 4 (19.05%) XML
2 1 (4.76%) Kafka
2 1 (4.76%) MDX
2 1 (4.76%) RabbitMQ
2 1 (4.76%) Spark Streaming
Miscellaneous
1 1 (4.76%) Algorithms
1 1 (4.76%) EPoS
1 1 (4.76%) FMCG
Processes & Methodologies
1 12 (57.14%) Business Intelligence
2 9 (42.86%) Data Modelling
3 6 (28.57%) Analytics
3 6 (28.57%) Visualisation
4 5 (23.81%) CRM
5 4 (19.05%) Agile Software Development
5 4 (19.05%) Continuous Integration
5 4 (19.05%) Data Visualisation
5 4 (19.05%) ERP
5 4 (19.05%) MVC
5 4 (19.05%) Project Management
5 4 (19.05%) Scrum
5 4 (19.05%) Statistics
5 4 (19.05%) Test Automation
5 4 (19.05%) Web Development
6 2 (9.52%) Business Analysis
6 2 (9.52%) Dashboard Development
6 2 (9.52%) Data Cleansing
6 2 (9.52%) Data Validation
6 2 (9.52%) Validation
Programming Languages
1 21 (100.00%) SQL
2 17 (80.95%) T-SQL
3 4 (19.05%) C#
3 4 (19.05%) JavaScript
4 1 (4.76%) Java
4 1 (4.76%) Scala
System Software
1 1 (4.76%) Apache Flume
1 1 (4.76%) HDFS
Vendors
1 5 (23.81%) Microsoft
2 4 (19.05%) Progress
3 2 (9.52%) SAP