The table below looks at the statistics for ETL skills in IT jobs advertised for the Bradford region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 32 44 35
Rank change year-on-year
+12 -9
Permanent jobs citing ETL 33 24 9
As % of all permanent IT jobs located in Bradford 6.52% 4.63% 2.80%
As % of the Processes & Methodologies category 6.90% 5.21% 3.23%
Number of salaries quoted 33 21 7
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £40,000 £35,000 £41,000
10% offered a salary of more than £50,000 £77,000 £58,000
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
ETL
West 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 Bradford region.

Processes & Methodologies Category
Bradford
Permanent IT job ads with a match in the
Processes & Methodologies category
478 461 279
As % of all permanent IT jobs located in Bradford 94.47% 89.00% 86.92%
Number of salaries quoted 407 412 216
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £77,500 £52,500 £62,200
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Bradford

The demand trend of job ads across the Bradford region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Bradford

ETL
Salary Trend in Bradford

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

ETL Salary Trend in Bradford

ETL
Salary Histogram in Bradford

This chart provides a salary histogram for IT jobs citing ETL across the Bradford region over the 3 months to 23 July 2016.

ETL Salary Histogram in Bradford

ETL
Top 30 Related IT Skills in Bradford

For the 6 months to 23 July 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 Bradford region with a requirement for ETL.

1 35 (97.22%) SQL Server Integration Services
2 32 (88.89%) SQL
3 31 (86.11%) SQL Server
3 31 (86.11%) Business Intelligence
4 29 (80.56%) T-SQL
4 29 (80.56%) SQL Server Reporting Services
5 23 (63.89%) Kimball Methodology
6 22 (61.11%) Data Warehouse
7 21 (58.33%) SQL Server 2008
8 19 (52.78%) Microsoft
9 18 (50.00%) SQL Server 2012
10 16 (44.44%) SQL Server Analysis Services
11 14 (38.89%) JSON
11 14 (38.89%) Web Services
11 14 (38.89%) XML
11 14 (38.89%) NoSQL
12 13 (36.11%) CouchDB
13 12 (33.33%) SQL Server 2016
14 10 (27.78%) C#
14 10 (27.78%) MS Excel
14 10 (27.78%) Finance
15 9 (25.00%) Scrum
15 9 (25.00%) Agile Software Development
15 9 (25.00%) .NET
15 9 (25.00%) Inmon Methodology
16 8 (22.22%) Big Data
17 7 (19.44%) SAP
17 7 (19.44%) ERP
18 6 (16.67%) Informix
18 6 (16.67%) IBM

ETL
Top Related 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 (2.78%) Apache Spark
1 1 (2.78%) SAS
1 1 (2.78%) SharePoint
Applications
1 10 (27.78%) MS Excel
Database & Business Intelligence
1 35 (97.22%) SQL Server Integration Services
2 31 (86.11%) SQL Server
3 29 (80.56%) SQL Server Reporting Services
4 22 (61.11%) Data Warehouse
5 21 (58.33%) SQL Server 2008
6 18 (50.00%) SQL Server 2012
7 16 (44.44%) SQL Server Analysis Services
8 14 (38.89%) NoSQL
9 13 (36.11%) CouchDB
10 12 (33.33%) SQL Server 2016
11 8 (22.22%) Big Data
12 6 (16.67%) Informix
12 6 (16.67%) MongoDB
13 5 (13.89%) Enterprise Data Warehouse
13 5 (13.89%) Power BI
13 5 (13.89%) SSDT
14 4 (11.11%) BusinessObjects
14 4 (11.11%) PowerPivot
14 4 (11.11%) SQL Server 2005
15 2 (5.56%) SQL Server 2014
Development Applications
1 6 (16.67%) Visual Studio
2 5 (13.89%) Team Foundation Server
3 1 (2.78%) IntelliJ
3 1 (2.78%) Jenkins
3 1 (2.78%) JUnit
3 1 (2.78%) Maven
3 1 (2.78%) Talend Open Studio
3 1 (2.78%) TeamCity
General
1 10 (27.78%) Finance
2 3 (8.33%) Advertising
Job Titles
1 35 (97.22%) Developer
2 24 (66.67%) Business Intelligence Developer
3 17 (47.22%) SQL Developer
4 15 (41.67%) Business Developer
5 14 (38.89%) Lead Developer
6 13 (36.11%) Business Intelligence Lead
7 12 (33.33%) SQL BI Developer
8 10 (27.78%) Data Warehouse Developer
8 10 (27.78%) SQL Server Developer
9 6 (16.67%) ETL Developer
10 5 (13.89%) Senior Business Intelligence Developer
10 5 (13.89%) Senior Developer
10 5 (13.89%) Senior SQL Developer
10 5 (13.89%) SQL Server BI Developer
10 5 (13.89%) SSIS Developer
11 4 (11.11%) SSRS Developer
12 2 (5.56%) Big Data Developer
13 1 (2.78%) DBA
13 1 (2.78%) Oracle ETL Developer
13 1 (2.78%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 14 (38.89%) JSON
1 14 (38.89%) Web Services
1 14 (38.89%) XML
2 9 (25.00%) .NET
3 5 (13.89%) ASP.NET
4 4 (11.11%) MDX
5 1 (2.78%) Kafka
Miscellaneous
1 5 (13.89%) Data Protection Act
2 2 (5.56%) Data Integration
3 1 (2.78%) Algorithms
3 1 (2.78%) Data Structures
3 1 (2.78%) Management Information System
Operating Systems
1 1 (2.78%) Unix
Processes & Methodologies
1 31 (86.11%) Business Intelligence
2 23 (63.89%) Kimball Methodology
3 9 (25.00%) Agile Software Development
3 9 (25.00%) Inmon Methodology
3 9 (25.00%) Scrum
4 7 (19.44%) ERP
5 5 (13.89%) Continuous Integration
5 5 (13.89%) Data Protection
5 5 (13.89%) E-Commerce
5 5 (13.89%) High Availability
5 5 (13.89%) Unit Testing
6 3 (8.33%) RUP
7 2 (5.56%) Data Management
7 2 (5.56%) Data Modelling
7 2 (5.56%) PRINCE2
7 2 (5.56%) Project Management
7 2 (5.56%) TDD
8 1 (2.78%) CRM
8 1 (2.78%) Information Management
8 1 (2.78%) Performance Tuning
Programming Languages
1 32 (88.89%) SQL
2 29 (80.56%) T-SQL
3 10 (27.78%) C#
4 5 (13.89%) VB.NET
5 2 (5.56%) Java
6 1 (2.78%) Bash Shell
6 1 (2.78%) C
6 1 (2.78%) C++
6 1 (2.78%) Python
6 1 (2.78%) Scala
6 1 (2.78%) Shell Script
Qualifications
1 2 (5.56%) Degree
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
System Software
1 1 (2.78%) HDFS
Vendors
1 19 (52.78%) Microsoft
2 7 (19.44%) SAP
3 6 (16.67%) IBM
4 5 (13.89%) Remedy
5 1 (2.78%) Cloudera
5 1 (2.78%) Oracle
5 1 (2.78%) Tableau
5 1 (2.78%) Talend
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: Yesterday
Bradford, West Yorkshire
onezeero.
Salary: £30000 - £35000 per annum + Benefits and Bonus
Posted: 3 days ago