Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Yorkshire > Bradford
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 53 39 52
Rank change year-on-year -14 +13 -16
Permanent jobs citing ETL 42 67 34
As % of all permanent IT jobs advertised in Bradford 5.19% 6.45% 4.14%
As % of the Processes & Methodologies category 5.67% 6.75% 4.53%
Number of salaries quoted 40 74 32
Bradford median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -2.17%
10th Percentile £36,125 £32,500 £31,250
90th Percentile £53,750 £48,750 £83,000
West Yorkshire median annual salary £42,500 £45,000 £46,500
% change year-on-year -5.56% -3.23% +3.33%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bradford with a requirement for process or methodology skills.

All Process and Methodology Skills
Bradford
Permanent vacancies with a requirement for process or methodology skills 741 992 750
As % of all permanent IT jobs advertised in Bradford 91.48% 95.57% 91.24%
Number of salaries quoted 633 821 652
Bradford median annual salary £40,000 £42,500 £41,000
Median salary % change year-on-year -5.88% +3.66% +9.33%
10th Percentile £27,125 £30,000 £26,250
90th Percentile £57,400 £77,500 £58,750
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 6 months to 23 November 2017.

Salary histogram for ETL in Bradford

For the 6 months to 23 November 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 40 (95.24%) SQL Server
2 39 (92.86%) SQL
2 39 (92.86%) Business Intelligence
3 36 (85.71%) SQL Server Integration Services
4 35 (83.33%) SQL Server Reporting Services
4 35 (83.33%) T-SQL
5 33 (78.57%) Data Warehouse
6 31 (73.81%) SQL Server Analysis Services
7 30 (71.43%) Microsoft
8 20 (47.62%) Performance Tuning
9 18 (42.86%) SQL Server Management Studio (SSMS)
9 18 (42.86%) Data Modelling
10 17 (40.48%) Microsoft Certification
10 17 (40.48%) Disaster Recovery
10 17 (40.48%) MCSE
10 17 (40.48%) MCSA
10 17 (40.48%) PowerShell
10 17 (40.48%) Power BI
11 11 (26.19%) IBM
12 10 (23.81%) Coaching
12 10 (23.81%) SQL Server 2012
12 10 (23.81%) Agile Software Development
13 9 (21.43%) Finance
14 8 (19.05%) Mentoring
14 8 (19.05%) ETL Development
15 7 (16.67%) Visualisation
16 6 (14.29%) Visual Studio
16 6 (14.29%) Stakeholder Management
17 5 (11.90%) Scrum
17 5 (11.90%) RUP

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 3 (7.14%) SAS
Applications
1 3 (7.14%) Microsoft Project
Business Applications
1 1 (2.38%) Oracle ERP
Cloud Services
1 4 (9.52%) Microsoft Azure
Database & Business Intelligence
1 40 (95.24%) SQL Server
2 36 (85.71%) SQL Server Integration Services
3 35 (83.33%) SQL Server Reporting Services
4 33 (78.57%) Data Warehouse
5 31 (73.81%) SQL Server Analysis Services
6 17 (40.48%) Power BI
7 10 (23.81%) SQL Server 2012
8 4 (9.52%) Oracle BI EE
8 4 (9.52%) SQL Server 2008
9 3 (7.14%) BusinessObjects
9 3 (7.14%) DB2
9 3 (7.14%) Hadoop
9 3 (7.14%) MySQL
9 3 (7.14%) QlikView
9 3 (7.14%) SAS EBI
9 3 (7.14%) SQL Server 2005
10 1 (2.38%) DTS
10 1 (2.38%) Oracle Database 11g
10 1 (2.38%) Oracle Reports
10 1 (2.38%) Star Schema
Development Applications
1 18 (42.86%) SQL Server Management Studio (SSMS)
2 6 (14.29%) Visual Studio
3 4 (9.52%) Team Foundation Server
3 4 (9.52%) Visual Studio Team System
4 3 (7.14%) Talend Open Studio
General
1 9 (21.43%) Finance
Job Titles
1 20 (47.62%) DBA
1 20 (47.62%) Senior DBA
1 20 (47.62%) Senior SQL DBA
1 20 (47.62%) SQL DBA
2 18 (42.86%) Developer
3 17 (40.48%) Administrator
4 13 (30.95%) Business Intelligence Developer
5 11 (26.19%) Senior Business Intelligence Developer
5 11 (26.19%) Senior Developer
6 6 (14.29%) SQL Developer
7 4 (9.52%) SSIS Developer
8 3 (7.14%) Business Developer
8 3 (7.14%) SQL BI Developer
8 3 (7.14%) T-SQL Developer
9 2 (4.76%) Business Intelligence Manager
9 2 (4.76%) Senior SQL Developer
10 1 (2.38%) Microsoft BI Developer
10 1 (2.38%) OBIEE Developer
10 1 (2.38%) SQL Server BI Developer
10 1 (2.38%) Technical Developer
Miscellaneous
1 3 (7.14%) Analytical Skills
1 3 (7.14%) Clustering
Processes & Methodologies
1 39 (92.86%) Business Intelligence
2 20 (47.62%) Performance Tuning
3 18 (42.86%) Data Modelling
4 17 (40.48%) Disaster Recovery
5 10 (23.81%) Agile Software Development
5 10 (23.81%) Coaching
6 8 (19.05%) ETL Development
6 8 (19.05%) Mentoring
7 7 (16.67%) Visualisation
8 6 (14.29%) Stakeholder Management
9 5 (11.90%) Data Virtualisation
9 5 (11.90%) RUP
9 5 (11.90%) Scrum
10 4 (9.52%) Data Visualisation
11 3 (7.14%) Business Analysis
11 3 (7.14%) Capacity Planning
11 3 (7.14%) Database Security
11 3 (7.14%) Performance Monitoring
11 3 (7.14%) Process Improvement
11 3 (7.14%) Server Monitoring
Programming Languages
1 39 (92.86%) SQL
2 35 (83.33%) T-SQL
3 17 (40.48%) PowerShell
4 1 (2.38%) C#
4 1 (2.38%) PL/SQL
4 1 (2.38%) VB
Qualifications
1 17 (40.48%) MCSA
1 17 (40.48%) MCSE
1 17 (40.48%) Microsoft Certification
2 4 (9.52%) Degree
3 1 (2.38%) ISEB
3 1 (2.38%) ISTQB
Quality Assurance & Compliance
1 1 (2.38%) Data Quality
1 1 (2.38%) SLA
Vendors
1 30 (71.43%) Microsoft
2 11 (26.19%) IBM
3 4 (9.52%) Oracle
4 3 (7.14%) Cognos
4 3 (7.14%) Tableau
4 3 (7.14%) Talend
5 1 (2.38%) Progress