The following table provides summary statistics for permanent job vacancies advertised in Bradford 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 29 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Yorkshire / Bradford
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 23 33 46
Rank change year-on-year +10 +13  
Permanent jobs citing ETL 35 30 28
As % of all permanent IT jobs advertised in Bradford 7.48% 6.65% 5.24%
As % of the Processes & Methodologies category 8.06% 7.03% 5.81%
Number of salaries quoted 35 34 23
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £27,500 £37,500 £33,250
10% offered a salary of more than £52,500 £50,000 £58,000
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 Bradford with a requirement for process and methodology skills.

Process & Methodology Skills
Bradford
Permanent job vacancies with a requirement for process and methodology skills 434 427 482
As % of all permanent IT job vacancies advertised in Bradford 92.74% 94.68% 90.26%
Number of salaries quoted 1484 1837 1932
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £30,000 £27,500 £29,000
10% offered a salary of more than £72,500 £56,250 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Bradford

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

Job vacancy trend for ETL in Bradford

ETL
Salary Trend in Bradford

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

Salary trend for ETL in Bradford

ETL
Salary Histogram in Bradford

The salary distribution of IT jobs citing ETL in Bradford over the 3 months to 29 June 2017.

Salary histogram for ETL in Bradford

For the 6 months to 29 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 Bradford region with a requirement for ETL.

1 46 (95.83%) Business Intelligence
2 43 (89.58%) SQL
3 41 (85.42%) SQL Server
4 39 (81.25%) T-SQL
5 38 (79.17%) SQL Server Integration Services
6 29 (60.42%) Microsoft
6 29 (60.42%) SQL Server Reporting Services
7 25 (52.08%) SQL Server Analysis Services
8 21 (43.75%) Data Warehouse
9 14 (29.17%) Performance Tuning
9 14 (29.17%) Power BI
9 14 (29.17%) Finance
10 13 (27.08%) IBM
10 13 (27.08%) Mentoring
10 13 (27.08%) Coaching
11 12 (25.00%) Degree
12 11 (22.92%) SQL Server Management Studio (SSMS)
13 10 (20.83%) ETL Development
14 9 (18.75%) SQL Server 2012
14 9 (18.75%) Disaster Recovery
14 9 (18.75%) PowerShell
14 9 (18.75%) Microsoft Certification
14 9 (18.75%) Data Modelling
14 9 (18.75%) MCSE
14 9 (18.75%) MCSA
15 8 (16.67%) Visual Studio
15 8 (16.67%) Agile Software Development
16 7 (14.58%) Microsoft Azure
17 6 (12.50%) Team Foundation Server
17 6 (12.50%) Analytical Skills

ETL
Co-occurring IT Skills in Bradford 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 (2.08%) Oracle SOA Suite
1 1 (2.08%) SAS
Applications
1 1 (2.08%) Microsoft Project
Cloud Services
1 7 (14.58%) Microsoft Azure
2 1 (2.08%) Google Cloud Platform
Database & Business Intelligence
1 41 (85.42%) SQL Server
2 38 (79.17%) SQL Server Integration Services
3 29 (60.42%) SQL Server Reporting Services
4 25 (52.08%) SQL Server Analysis Services
5 21 (43.75%) Data Warehouse
6 14 (29.17%) Power BI
7 9 (18.75%) SQL Server 2012
8 5 (10.42%) DB2
8 5 (10.42%) MySQL
8 5 (10.42%) SQL Server 2005
8 5 (10.42%) SQL Server 2008
9 2 (4.17%) Big Data
9 2 (4.17%) BusinessObjects
9 2 (4.17%) Oracle BI EE
9 2 (4.17%) QlikView
9 2 (4.17%) SQL Server 2016
10 1 (2.08%) Business Intelligence Development Studio
10 1 (2.08%) OLAP Cube
10 1 (2.08%) Qlik Sense
10 1 (2.08%) SAS EBI
Development Applications
1 11 (22.92%) SQL Server Management Studio (SSMS)
2 8 (16.67%) Visual Studio
3 6 (12.50%) Team Foundation Server
4 1 (2.08%) Selenium
4 1 (2.08%) SoapUI
4 1 (2.08%) SpecFlow
4 1 (2.08%) Talend Open Studio
4 1 (2.08%) TeamCity
4 1 (2.08%) Visual Studio Team System
4 1 (2.08%) WebDriver
General
1 14 (29.17%) Finance
Job Titles
1 30 (62.50%) Developer
2 27 (56.25%) Business Intelligence Developer
3 19 (39.58%) Senior Business Intelligence Developer
3 19 (39.58%) Senior Developer
4 14 (29.17%) DBA
4 14 (29.17%) Senior DBA
4 14 (29.17%) Senior SQL DBA
4 14 (29.17%) SQL DBA
5 12 (25.00%) SQL Developer
6 11 (22.92%) SQL BI Developer
7 9 (18.75%) Administrator
7 9 (18.75%) SSIS Developer
7 9 (18.75%) T-SQL Developer
8 8 (16.67%) Business Developer
9 5 (10.42%) Senior SQL Developer
10 2 (4.17%) Business Intelligence Consultant
10 2 (4.17%) Consultant
10 2 (4.17%) Junior
10 2 (4.17%) Junior Developer
10 2 (4.17%) Senior Consultant
Libraries, Frameworks & Software Standards
1 1 (2.08%) .NET
1 1 (2.08%) Middleware
1 1 (2.08%) Oracle GoldenGate
Miscellaneous
1 6 (12.50%) Analytical Skills
2 5 (10.42%) Clustering
3 2 (4.17%) iPad
Processes & Methodologies
1 46 (95.83%) Business Intelligence
2 14 (29.17%) Performance Tuning
3 13 (27.08%) Coaching
3 13 (27.08%) Mentoring
4 10 (20.83%) ETL Development
5 9 (18.75%) Data Modelling
5 9 (18.75%) Disaster Recovery
6 8 (16.67%) Agile Software Development
7 5 (10.42%) Capacity Planning
7 5 (10.42%) Database Security
7 5 (10.42%) Performance Monitoring
7 5 (10.42%) Server Monitoring
8 4 (8.33%) Data Analysis
8 4 (8.33%) Visualisation
9 3 (6.25%) Data Visualisation
10 2 (4.17%) Data Virtualisation
10 2 (4.17%) SDLC
10 2 (4.17%) Stakeholder Management
11 1 (2.08%) Scrum
11 1 (2.08%) Validation
Programming Languages
1 43 (89.58%) SQL
2 39 (81.25%) T-SQL
3 9 (18.75%) PowerShell
4 4 (8.33%) C#
5 2 (4.17%) VB
Qualifications
1 12 (25.00%) Degree
2 9 (18.75%) MCSA
2 9 (18.75%) MCSE
2 9 (18.75%) Microsoft Certification
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
Vendors
1 29 (60.42%) Microsoft
2 13 (27.08%) IBM
3 2 (4.17%) Oracle
3 2 (4.17%) Tableau
4 1 (2.08%) Cognos
4 1 (2.08%) Google
4 1 (2.08%) Talend
Bradford, West Yorkshire
Modis International
Salary: £45000 - £55000 per annum + car, health
Posted: Yesterday
Bradford, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £35,000 per annum
Posted: 5 days ago