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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 46 40 28
Rank change year-on-year
-6 -12
Permanent jobs citing ETL 26 18 28
As % of all permanent IT jobs located in Bradford 4.30% 4.66% 6.18%
As % of the Processes & Methodologies category 4.48% 5.04% 7.05%
Number of salaries quoted 25 18 24
Median salary £40,000 £47,500 £45,500
Median salary % change year-on-year
-15.78% +4.39%
90% offered a salary of more than £32,900 £32,500 £39,000
10% offered a salary of more than £45,600 £77,000 £61,750
UK excluding London median salary £45,000 £45,000 £45,000
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
581 357 397
As % of all permanent IT jobs located in Bradford 96.03% 92.49% 87.64%
Number of salaries quoted 452 305 301
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year
- +20.00%
90% offered a salary of more than £33,000 £27,500 £30,000
10% offered a salary of more than £75,000 £60,000 £67,500
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 26 September 2016.

ETL Salary Histogram in Bradford

ETL
Top 30 Related IT Skills in Bradford

For the 6 months to 26 September 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 49 (90.74%) SQL Server Integration Services
2 47 (87.04%) SQL
3 45 (83.33%) SQL Server
3 45 (83.33%) Business Intelligence
4 42 (77.78%) T-SQL
4 42 (77.78%) SQL Server Reporting Services
5 32 (59.26%) Data Warehouse
6 30 (55.56%) SQL Server 2012
7 29 (53.70%) SQL Server Analysis Services
8 27 (50.00%) Kimball Methodology
9 26 (48.15%) SQL Server 2008
9 26 (48.15%) Microsoft
10 19 (35.19%) MS Excel
11 15 (27.78%) Agile Software Development
12 14 (25.93%) Web Services
12 14 (25.93%) XML
12 14 (25.93%) JSON
12 14 (25.93%) NoSQL
13 13 (24.07%) CouchDB
13 13 (24.07%) Finance
14 12 (22.22%) SQL Server 2016
14 12 (22.22%) Scrum
14 12 (22.22%) Team Foundation Server
14 12 (22.22%) Inmon Methodology
14 12 (22.22%) Data Quality
15 11 (20.37%) C#
16 10 (18.52%) .NET
16 10 (18.52%) SQL Server 2014
17 8 (14.81%) Visual Studio
17 8 (14.81%) Big Data

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 3 (5.56%) SAS
2 2 (3.70%) Elasticsearch
3 1 (1.85%) Apache Spark
3 1 (1.85%) SharePoint
Applications
1 19 (35.19%) MS Excel
Database & Business Intelligence
1 49 (90.74%) SQL Server Integration Services
2 45 (83.33%) SQL Server
3 42 (77.78%) SQL Server Reporting Services
4 32 (59.26%) Data Warehouse
5 30 (55.56%) SQL Server 2012
6 29 (53.70%) SQL Server Analysis Services
7 26 (48.15%) SQL Server 2008
8 14 (25.93%) NoSQL
9 13 (24.07%) CouchDB
10 12 (22.22%) SQL Server 2016
11 10 (18.52%) SQL Server 2014
12 8 (14.81%) Big Data
13 7 (12.96%) Power BI
13 7 (12.96%) SQL Server 2005
14 6 (11.11%) Informix
14 6 (11.11%) MongoDB
14 6 (11.11%) SSDT
15 5 (9.26%) Enterprise Data Warehouse
16 4 (7.41%) BusinessObjects
16 4 (7.41%) PowerPivot
Development Applications
1 12 (22.22%) Team Foundation Server
2 8 (14.81%) Visual Studio
3 2 (3.70%) Talend Open Studio
4 1 (1.85%) IntelliJ
4 1 (1.85%) Jenkins
4 1 (1.85%) JUnit
4 1 (1.85%) Maven
4 1 (1.85%) TeamCity
General
1 13 (24.07%) Finance
2 3 (5.56%) Advertising
Job Titles
1 51 (94.44%) Developer
2 36 (66.67%) Business Intelligence Developer
3 28 (51.85%) SQL Developer
4 21 (38.89%) SQL BI Developer
5 19 (35.19%) SQL Server Developer
6 16 (29.63%) Business Developer
7 14 (25.93%) Lead Developer
8 13 (24.07%) Business Intelligence Lead
8 13 (24.07%) SQL Server BI Developer
9 12 (22.22%) ETL Developer
10 11 (20.37%) Data Warehouse Developer
11 8 (14.81%) SSIS Developer
12 7 (12.96%) SSRS Developer
13 5 (9.26%) Senior Business Intelligence Developer
13 5 (9.26%) Senior Developer
13 5 (9.26%) Senior SQL Developer
14 2 (3.70%) Big Data Developer
14 2 (3.70%) Database Developer
15 1 (1.85%) Database Team Leader
15 1 (1.85%) Team Leader
Libraries, Frameworks & Software Standards
1 14 (25.93%) JSON
1 14 (25.93%) Web Services
1 14 (25.93%) XML
2 10 (18.52%) .NET
3 6 (11.11%) ASP.NET
4 5 (9.26%) MDX
5 1 (1.85%) Kafka
Miscellaneous
1 6 (11.11%) Data Protection Act
2 3 (5.56%) Analytical Skills
2 3 (5.56%) Data Integration
3 1 (1.85%) Algorithms
3 1 (1.85%) Computer Science
3 1 (1.85%) Data Structures
3 1 (1.85%) Management Information System
3 1 (1.85%) Mathematics
3 1 (1.85%) Physics
3 1 (1.85%) Replication
3 1 (1.85%) Statistics
3 1 (1.85%) Visualisation
Operating Systems
1 1 (1.85%) Unix
Processes & Methodologies
1 45 (83.33%) Business Intelligence
2 27 (50.00%) Kimball Methodology
3 15 (27.78%) Agile Software Development
4 12 (22.22%) Inmon Methodology
4 12 (22.22%) Scrum
5 7 (12.96%) ERP
6 6 (11.11%) Data Modelling
6 6 (11.11%) Data Protection
6 6 (11.11%) E-Commerce
6 6 (11.11%) High Availability
6 6 (11.11%) RUP
6 6 (11.11%) Unit Testing
7 5 (9.26%) Continuous Integration
8 4 (7.41%) Data Management
9 3 (5.56%) Data Virtualisation
9 3 (5.56%) Migration
10 2 (3.70%) Complex ETL
10 2 (3.70%) Project Management
10 2 (3.70%) TDD
10 2 (3.70%) Translating Business Requirements
Programming Languages
1 47 (87.04%) SQL
2 42 (77.78%) T-SQL
3 11 (20.37%) C#
4 6 (11.11%) VB.NET
5 2 (3.70%) Java
5 2 (3.70%) Python
6 1 (1.85%) Bash Shell
6 1 (1.85%) C
6 1 (1.85%) C++
6 1 (1.85%) Scala
6 1 (1.85%) Shell Script
Qualifications
1 8 (14.81%) Degree
2 1 (1.85%) PhD
Quality Assurance & Compliance
1 12 (22.22%) Data Quality
System Software
1 1 (1.85%) HDFS
Vendors
1 26 (48.15%) Microsoft
2 7 (12.96%) SAP
3 6 (11.11%) IBM
3 6 (11.11%) Remedy
4 3 (5.56%) Oracle
4 3 (5.56%) Tableau
5 2 (3.70%) Sybase
5 2 (3.70%) Talend
6 1 (1.85%) Cloudera
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago