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 March 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 Mar 2017
Same period 2016 Same period 2015
Rank 40 55 45
Rank change year-on-year +15 -10  
Permanent jobs citing ETL 13 8 12
As % of all permanent IT jobs advertised in Bradford 3.30% 1.73% 3.02%
As % of the Processes & Methodologies category 3.69% 1.93% 3.41%
Number of salaries quoted 13 8 7
Median salary £45,000 £62,500 £38,000
Median salary % change year-on-year -28.00% +64.47%  
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 352 414 352
As % of all permanent IT job vacancies advertised in Bradford 89.34% 89.61% 88.44%
Number of salaries quoted 332 389 262
Median salary £43,750 £40,000 £40,000
Median salary % change year-on-year +9.37% -  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £57,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Bradford

The job posting trend of jobs advertised in Bradford 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 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

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

1 31 (91.18%) SQL
2 27 (79.41%) SQL Server Integration Services
3 24 (70.59%) Business Intelligence
3 24 (70.59%) T-SQL
4 21 (61.76%) SQL Server
5 20 (58.82%) Microsoft
6 18 (52.94%) SQL Server Reporting Services
7 16 (47.06%) MS Excel
8 15 (44.12%) SQL Server Analysis Services
9 14 (41.18%) Data Warehouse
9 14 (41.18%) Degree
10 12 (35.29%) Finance
10 12 (35.29%) SQL Server 2012
11 8 (23.53%) SQL Server 2014
11 8 (23.53%) Oracle
12 7 (20.59%) Agile Software Development
13 6 (17.65%) IBM
13 6 (17.65%) Team Foundation Server
14 5 (14.71%) Power BI
14 5 (14.71%) SDLC
14 5 (14.71%) CSS
14 5 (14.71%) Cognos
14 5 (14.71%) VB
14 5 (14.71%) HTML
14 5 (14.71%) JavaScript
14 5 (14.71%) Validation
15 4 (11.76%) Oracle OLAP
15 4 (11.76%) Migration
15 4 (11.76%) Stakeholder Management
15 4 (11.76%) Middleware

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 4 (11.76%) Oracle SOA Suite
Applications
1 16 (47.06%) MS Excel
2 3 (8.82%) MS Office
Business Applications
1 1 (2.94%) StreamServe
Cloud Services
1 2 (5.88%) Google Cloud Platform
2 1 (2.94%) Microsoft Azure
Database & Business Intelligence
1 27 (79.41%) SQL Server Integration Services
2 21 (61.76%) SQL Server
3 18 (52.94%) SQL Server Reporting Services
4 15 (44.12%) SQL Server Analysis Services
5 14 (41.18%) Data Warehouse
6 12 (35.29%) SQL Server 2012
7 8 (23.53%) SQL Server 2014
8 5 (14.71%) Power BI
9 4 (11.76%) OLAP
9 4 (11.76%) OLAP Cube
9 4 (11.76%) Oracle Database
9 4 (11.76%) Oracle OLAP
9 4 (11.76%) Snowflake Schema
9 4 (11.76%) Star Schema
10 3 (8.82%) BusinessObjects
10 3 (8.82%) Oracle BI EE
10 3 (8.82%) QlikView
11 2 (5.88%) Oracle BI Publisher
11 2 (5.88%) Oracle ODI
11 2 (5.88%) Qlik Sense
Development Applications
1 6 (17.65%) Team Foundation Server
2 2 (5.88%) ERwin
3 1 (2.94%) Git (software)
3 1 (2.94%) Talend Open Studio
3 1 (2.94%) Visual Studio
General
1 12 (35.29%) Finance
2 1 (2.94%) Manufacturing
Job Titles
1 29 (85.29%) Developer
2 20 (58.82%) SQL Developer
3 19 (55.88%) Business Intelligence Developer
4 12 (35.29%) SQL BI Developer
5 10 (29.41%) SSIS Developer
6 7 (20.59%) Senior Developer
7 5 (14.71%) Business Developer
7 5 (14.71%) SQL Server BI Developer
7 5 (14.71%) SQL Server Developer
7 5 (14.71%) T-SQL Developer
8 4 (11.76%) Senior Business Intelligence Developer
8 4 (11.76%) SSRS Developer
9 3 (8.82%) Senior SQL Developer
10 2 (5.88%) Business Intelligence Consultant
10 2 (5.88%) Consultant
10 2 (5.88%) Senior Business Intelligence Consultant
10 2 (5.88%) Senior Consultant
11 1 (2.94%) ETL Developer
11 1 (2.94%) Senior DBA
11 1 (2.94%) SQL DBA
Libraries, Frameworks & Software Standards
1 5 (14.71%) CSS
1 5 (14.71%) HTML
2 4 (11.76%) .NET
2 4 (11.76%) Middleware
3 3 (8.82%) .NET Framework
4 2 (5.88%) Oracle GoldenGate
Miscellaneous
1 2 (5.88%) Fintech
2 1 (2.94%) Analytical Skills
2 1 (2.94%) Clustering
2 1 (2.94%) Management Information System
Processes & Methodologies
1 24 (70.59%) Business Intelligence
2 7 (20.59%) Agile Software Development
3 5 (14.71%) SDLC
3 5 (14.71%) Validation
4 4 (11.76%) Coaching
4 4 (11.76%) Data Modelling
4 4 (11.76%) Data Virtualisation
4 4 (11.76%) ETL Development
4 4 (11.76%) Mentoring
4 4 (11.76%) Migration
4 4 (11.76%) Scorecard
4 4 (11.76%) SOA
4 4 (11.76%) Stakeholder Management
5 2 (5.88%) Information Architecture
6 1 (2.94%) Capacity Planning
6 1 (2.94%) Data Architecture
6 1 (2.94%) Data Integration
6 1 (2.94%) Database Security
6 1 (2.94%) Performance Monitoring
6 1 (2.94%) Performance Tuning
Programming Languages
1 31 (91.18%) SQL
2 24 (70.59%) T-SQL
3 5 (14.71%) JavaScript
3 5 (14.71%) VB
4 3 (8.82%) C#
5 1 (2.94%) VB.NET
Qualifications
1 14 (41.18%) Degree
Quality Assurance & Compliance
1 3 (8.82%) Data Quality
Vendors
1 20 (58.82%) Microsoft
2 8 (23.53%) Oracle
3 6 (17.65%) IBM
4 5 (14.71%) Cognos
5 3 (8.82%) Tableau
6 2 (5.88%) Google
7 1 (2.94%) Avaya
7 1 (2.94%) Genesys
7 1 (2.94%) Talend
Bradford, West Yorkshire
Rullion
Salary: £45000 - £55000 per annum + extensive benefits
Posted: 11 hours ago
Bradford, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 5 days ago
Bradford, West Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £50,000 per annum plus excellent additional benefits
Posted: 6 days ago