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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 35 43 27
Rank change year-on-year
+8 -16
Permanent jobs citing ETL 34 23 18
As % of all permanent IT jobs located in Bradford 5.91% 4.83% 5.14%
As % of the Processes & Methodologies category 6.18% 5.36% 5.90%
Number of salaries quoted 34 22 16
Median salary £45,000 £53,750 £45,000
Median salary % change year-on-year
-16.27% +19.44%
90% offered a salary of more than £32,800 £37,500 £36,250
10% offered a salary of more than £47,500 £77,000 £58,750
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
550 429 305
As % of all permanent IT jobs located in Bradford 95.65% 90.13% 87.14%
Number of salaries quoted 447 373 233
Median salary £45,000 £40,000 £37,500
Median salary % change year-on-year
+12.50% +6.66%
90% offered a salary of more than £32,500 £29,000 £30,000
10% offered a salary of more than £80,000 £55,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 24 August 2016.

ETL Salary Histogram in Bradford

ETL
Top 30 Related IT Skills in Bradford

For the 6 months to 24 August 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 42 (93.33%) SQL Server Integration Services
2 39 (86.67%) SQL
3 37 (82.22%) SQL Server
3 37 (82.22%) Business Intelligence
4 34 (75.56%) T-SQL
4 34 (75.56%) SQL Server Reporting Services
5 27 (60.00%) Data Warehouse
6 26 (57.78%) Kimball Methodology
7 25 (55.56%) SQL Server 2008
8 22 (48.89%) SQL Server 2012
8 22 (48.89%) Microsoft
9 21 (46.67%) SQL Server Analysis Services
10 14 (31.11%) MS Excel
10 14 (31.11%) Web Services
10 14 (31.11%) XML
10 14 (31.11%) JSON
10 14 (31.11%) NoSQL
11 13 (28.89%) CouchDB
12 12 (26.67%) SQL Server 2016
12 12 (26.67%) Inmon Methodology
12 12 (26.67%) Agile Software Development
12 12 (26.67%) Scrum
13 11 (24.44%) Finance
13 11 (24.44%) C#
14 10 (22.22%) .NET
15 8 (17.78%) Data Quality
15 8 (17.78%) Big Data
15 8 (17.78%) Team Foundation Server
16 7 (15.56%) SQL Server 2005
16 7 (15.56%) Power BI

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 2 (4.44%) Elasticsearch
1 2 (4.44%) SAS
2 1 (2.22%) Apache Spark
2 1 (2.22%) SharePoint
Applications
1 14 (31.11%) MS Excel
Database & Business Intelligence
1 42 (93.33%) SQL Server Integration Services
2 37 (82.22%) SQL Server
3 34 (75.56%) SQL Server Reporting Services
4 27 (60.00%) Data Warehouse
5 25 (55.56%) SQL Server 2008
6 22 (48.89%) SQL Server 2012
7 21 (46.67%) SQL Server Analysis Services
8 14 (31.11%) NoSQL
9 13 (28.89%) CouchDB
10 12 (26.67%) SQL Server 2016
11 8 (17.78%) Big Data
12 7 (15.56%) Power BI
12 7 (15.56%) SQL Server 2005
13 6 (13.33%) Informix
13 6 (13.33%) MongoDB
13 6 (13.33%) SSDT
14 5 (11.11%) BusinessObjects
14 5 (11.11%) Enterprise Data Warehouse
15 4 (8.89%) PowerPivot
16 3 (6.67%) Data Mart
Development Applications
1 8 (17.78%) Team Foundation Server
2 7 (15.56%) Visual Studio
3 2 (4.44%) Talend Open Studio
4 1 (2.22%) IntelliJ
4 1 (2.22%) Jenkins
4 1 (2.22%) JUnit
4 1 (2.22%) Maven
4 1 (2.22%) TeamCity
General
1 11 (24.44%) Finance
2 3 (6.67%) Advertising
Job Titles
1 43 (95.56%) Developer
2 28 (62.22%) Business Intelligence Developer
3 22 (48.89%) SQL Developer
4 15 (33.33%) Business Developer
4 15 (33.33%) SQL BI Developer
5 14 (31.11%) Lead Developer
5 14 (31.11%) SQL Server Developer
6 13 (28.89%) Business Intelligence Lead
7 11 (24.44%) ETL Developer
8 10 (22.22%) Data Warehouse Developer
9 8 (17.78%) SQL Server BI Developer
9 8 (17.78%) SSIS Developer
10 7 (15.56%) SSRS Developer
11 5 (11.11%) Senior Business Intelligence Developer
11 5 (11.11%) Senior Developer
11 5 (11.11%) Senior SQL Developer
12 2 (4.44%) Big Data Developer
12 2 (4.44%) Database Developer
13 1 (2.22%) Oracle ETL Developer
13 1 (2.22%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 14 (31.11%) JSON
1 14 (31.11%) Web Services
1 14 (31.11%) XML
2 10 (22.22%) .NET
3 6 (13.33%) ASP.NET
4 4 (8.89%) MDX
5 1 (2.22%) Kafka
Miscellaneous
1 6 (13.33%) Data Protection Act
2 2 (4.44%) Data Integration
3 1 (2.22%) Algorithms
3 1 (2.22%) Analytical Skills
3 1 (2.22%) Computer Science
3 1 (2.22%) Data Structures
3 1 (2.22%) Management Information System
3 1 (2.22%) Mathematics
3 1 (2.22%) Physics
3 1 (2.22%) Statistics
Operating Systems
1 1 (2.22%) Unix
Processes & Methodologies
1 37 (82.22%) Business Intelligence
2 26 (57.78%) Kimball Methodology
3 12 (26.67%) Agile Software Development
3 12 (26.67%) Inmon Methodology
3 12 (26.67%) Scrum
4 7 (15.56%) ERP
5 6 (13.33%) Data Protection
5 6 (13.33%) E-Commerce
5 6 (13.33%) High Availability
5 6 (13.33%) RUP
5 6 (13.33%) Unit Testing
6 5 (11.11%) Continuous Integration
6 5 (11.11%) Data Modelling
7 3 (6.67%) Data Management
8 2 (4.44%) Complex ETL
8 2 (4.44%) PRINCE2
8 2 (4.44%) Project Management
8 2 (4.44%) TDD
8 2 (4.44%) Translating Business Requirements
9 1 (2.22%) Performance Tuning
Programming Languages
1 39 (86.67%) SQL
2 34 (75.56%) T-SQL
3 11 (24.44%) C#
4 6 (13.33%) VB.NET
5 2 (4.44%) Java
5 2 (4.44%) Python
6 1 (2.22%) Bash Shell
6 1 (2.22%) C
6 1 (2.22%) C++
6 1 (2.22%) Scala
6 1 (2.22%) Shell Script
Qualifications
1 3 (6.67%) Degree
2 1 (2.22%) PhD
Quality Assurance & Compliance
1 8 (17.78%) Data Quality
System Software
1 1 (2.22%) HDFS
Vendors
1 22 (48.89%) Microsoft
2 7 (15.56%) SAP
3 6 (13.33%) IBM
3 6 (13.33%) Remedy
4 3 (6.67%) Oracle
5 2 (4.44%) Sybase
5 2 (4.44%) Tableau
5 2 (4.44%) Talend
6 1 (2.22%) Cloudera
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago
Bradford, West Yorkshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent benefits
Posted: 4 days ago