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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 72 71 90
Rank change year-on-year
-1 +19
Permanent jobs citing ETL 3 9 9
As % of all permanent IT jobs located in North Yorkshire 0.40% 1.08% 0.82%
As % of the Processes & Methodologies category 0.45% 1.20% 0.96%
Number of salaries quoted 3 8 9
Median salary £33,500 £37,500 £40,000
Median salary % change year-on-year
-10.66% -6.25%
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
667 752 940
As % of all permanent IT jobs located in North Yorkshire 87.88% 90.06% 86.16%
Number of salaries quoted 565 624 811
Median salary £40,000 £38,500 £40,000
Median salary % change year-on-year
+3.89% -3.75%
90% offered a salary of more than £27,500 £25,750 £25,000
10% offered a salary of more than £55,000 £52,500 £53,000
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
Salary Histogram in North Yorkshire

This chart provides a salary histogram for IT jobs citing ETL across the North Yorkshire region over the 3 months to 4 December 2016.

ETL Salary Histogram 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 4 December 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
Middlesbrough +4 1 £33,500 -
York -10 1 £45,000 +12.50%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 4 December 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 15 (100.00%) SQL
2 14 (93.33%) Business Intelligence
3 13 (86.67%) T-SQL
3 13 (86.67%) SQL Server
4 12 (80.00%) Analytical Skills
5 10 (66.67%) SAP
5 10 (66.67%) BusinessObjects
6 8 (53.33%) Data Modelling
7 7 (46.67%) SQL Server Reporting Services
7 7 (46.67%) Retail
7 7 (46.67%) SQL Server Integration Services
8 6 (40.00%) SAP Data Services
8 6 (40.00%) SQL Server Analysis Services
8 6 (40.00%) Data Management
8 6 (40.00%) Service Delivery
8 6 (40.00%) VBA
9 5 (33.33%) Data Warehouse
10 4 (26.67%) ETL Development
10 4 (26.67%) BusinessObjects Web Intelligence
11 2 (13.33%) ISEB
11 2 (13.33%) MySQL
11 2 (13.33%) Oracle
11 2 (13.33%) Web Services
11 2 (13.33%) Cognos
11 2 (13.33%) Agile Software Development
11 2 (13.33%) Finance
11 2 (13.33%) PostgreSQL
11 2 (13.33%) Scrum
11 2 (13.33%) Software Testing
11 2 (13.33%) Relational Database

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:

Cloud Services
1 2 (13.33%) Amazon AWS
Database & Business Intelligence
1 13 (86.67%) SQL Server
2 10 (66.67%) BusinessObjects
3 7 (46.67%) SQL Server Integration Services
3 7 (46.67%) SQL Server Reporting Services
4 6 (40.00%) SAP Data Services
4 6 (40.00%) SQL Server Analysis Services
5 5 (33.33%) Data Warehouse
6 4 (26.67%) BusinessObjects Web Intelligence
7 2 (13.33%) Amazon DynamoDB
7 2 (13.33%) Amazon Redshift
7 2 (13.33%) Big Data
7 2 (13.33%) Hadoop
7 2 (13.33%) MySQL
7 2 (13.33%) PostgreSQL
7 2 (13.33%) Relational Database
General
1 7 (46.67%) Retail
2 2 (13.33%) Finance
3 1 (6.67%) Telecoms
Job Titles
1 9 (60.00%) Analyst
1 9 (60.00%) Business Intelligence Analyst
2 4 (26.67%) Developer
3 3 (20.00%) Business Developer
3 3 (20.00%) Business Intelligence Developer
3 3 (20.00%) SAP Analyst
3 3 (20.00%) SAP BI Analyst
3 3 (20.00%) SAP BusinessObjects (BO) Analyst
3 3 (20.00%) SQL Analyst
3 3 (20.00%) SQL BI Developer
3 3 (20.00%) SQL Developer
4 2 (13.33%) Cloud Developer
4 2 (13.33%) Tester
5 1 (6.67%) Data Warehouse Developer
5 1 (6.67%) SAP BI Developer
5 1 (6.67%) SAP BusinessObjects (BO) Developer
5 1 (6.67%) SAP Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) Web Services
Miscellaneous
1 12 (80.00%) Analytical Skills
2 1 (6.67%) FMCG
Processes & Methodologies
1 14 (93.33%) Business Intelligence
2 8 (53.33%) Data Modelling
3 6 (40.00%) Data Management
3 6 (40.00%) Service Delivery
4 4 (26.67%) ETL Development
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Kimball Methodology
5 2 (13.33%) Scrum
5 2 (13.33%) Software Testing
6 1 (6.67%) Change Control
6 1 (6.67%) Data Analysis
6 1 (6.67%) Data Transformation
6 1 (6.67%) Translating Business Requirements
Programming Languages
1 15 (100.00%) SQL
2 13 (86.67%) T-SQL
3 6 (40.00%) VBA
Qualifications
1 2 (13.33%) ISEB
1 2 (13.33%) ISTQB
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
Vendors
1 10 (66.67%) SAP
2 2 (13.33%) Cognos
2 2 (13.33%) Oracle