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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 29 36 33
Rank change year-on-year
+7 -3
Permanent jobs citing ETL 25 15 35
As % of all permanent IT jobs located in Bradford 6.23% 4.18% 7.00%
As % of the Processes & Methodologies category 6.79% 4.64% 7.83%
Number of salaries quoted 20 14 28
Median salary £40,000 £32,500 £47,500
Median salary % change year-on-year
+23.07% -31.57%
90% offered a salary of more than £38,150 £31,500 £43,925
10% offered a salary of more than £47,500 £45,000 £52,250
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
368 323 447
As % of all permanent IT jobs located in Bradford 91.77% 89.97% 89.40%
Number of salaries quoted 328 278 336
Median salary £42,500 £42,500 £40,500
Median salary % change year-on-year
- +4.93%
90% offered a salary of more than £32,500 £32,500 £28,000
10% offered a salary of more than £70,500 £55,000 £57,500
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
Top 30 Related IT Skills in Bradford

For the 6 months to 9 December 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 54 (90.00%) SQL
2 49 (81.67%) SQL Server Integration Services
3 43 (71.67%) T-SQL
3 43 (71.67%) Business Intelligence
4 42 (70.00%) SQL Server Reporting Services
5 41 (68.33%) SQL Server
6 34 (56.67%) Data Warehouse
7 33 (55.00%) SQL Server Analysis Services
8 30 (50.00%) SQL Server 2012
9 28 (46.67%) Microsoft
10 23 (38.33%) MS Excel
11 20 (33.33%) Agile Software Development
11 20 (33.33%) Kimball Methodology
12 19 (31.67%) Finance
13 17 (28.33%) Team Foundation Server
13 17 (28.33%) SQL Server 2014
14 16 (26.67%) SQL Server 2008
14 16 (26.67%) Degree
15 15 (25.00%) Data Quality
16 13 (21.67%) Scrum
17 12 (20.00%) Inmon Methodology
18 10 (16.67%) .NET
19 9 (15.00%) Oracle
19 9 (15.00%) C#
19 9 (15.00%) Data Modelling
20 7 (11.67%) Power BI
20 7 (11.67%) Web Services
20 7 (11.67%) XML
20 7 (11.67%) JSON
21 6 (10.00%) SQL Server 2005

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 (5.00%) Oracle SOA Suite
1 3 (5.00%) SAS
2 2 (3.33%) Elasticsearch
Applications
1 23 (38.33%) MS Excel
2 3 (5.00%) MS Office
Business Applications
1 1 (1.67%) StreamServe
Cloud Services
1 1 (1.67%) Google Cloud Platform
Database & Business Intelligence
1 49 (81.67%) SQL Server Integration Services
2 42 (70.00%) SQL Server Reporting Services
3 41 (68.33%) SQL Server
4 34 (56.67%) Data Warehouse
5 33 (55.00%) SQL Server Analysis Services
6 30 (50.00%) SQL Server 2012
7 17 (28.33%) SQL Server 2014
8 16 (26.67%) SQL Server 2008
9 7 (11.67%) Power BI
10 6 (10.00%) CouchDB
10 6 (10.00%) NoSQL
10 6 (10.00%) SQL Server 2005
11 5 (8.33%) BusinessObjects
11 5 (8.33%) PowerPivot
11 5 (8.33%) SQL Server 2016
12 4 (6.67%) OLAP
12 4 (6.67%) Oracle Database
12 4 (6.67%) SSDT
13 3 (5.00%) Big Data
13 3 (5.00%) Data Mart
Development Applications
1 17 (28.33%) Team Foundation Server
2 6 (10.00%) Visual Studio
3 3 (5.00%) Talend Open Studio
4 2 (3.33%) ERwin
5 1 (1.67%) Git (software)
General
1 19 (31.67%) Finance
2 2 (3.33%) Advertising
3 1 (1.67%) Manufacturing
Job Titles
1 54 (90.00%) Developer
2 36 (60.00%) SQL Developer
3 35 (58.33%) Business Intelligence Developer
4 24 (40.00%) SQL BI Developer
5 21 (35.00%) SQL Server Developer
6 17 (28.33%) SQL Server BI Developer
7 14 (23.33%) Business Developer
8 11 (18.33%) ETL Developer
8 11 (18.33%) SSIS Developer
9 9 (15.00%) Data Warehouse Developer
10 8 (13.33%) SSRS Developer
11 4 (6.67%) Business Intelligence Lead
11 4 (6.67%) Lead Developer
11 4 (6.67%) Senior Developer
11 4 (6.67%) Senior SQL Developer
12 3 (5.00%) Analyst
13 1 (1.67%) Architect
13 1 (1.67%) C# Developer
13 1 (1.67%) Data Architect
13 1 (1.67%) Web Developer
Libraries, Frameworks & Software Standards
1 10 (16.67%) .NET
2 7 (11.67%) JSON
2 7 (11.67%) Web Services
2 7 (11.67%) XML
3 5 (8.33%) CSS
3 5 (8.33%) HTML
3 5 (8.33%) MDX
4 4 (6.67%) ASP.NET
5 3 (5.00%) .NET Framework
5 3 (5.00%) Middleware
6 1 (1.67%) Oracle GoldenGate
Miscellaneous
1 4 (6.67%) Analytical Skills
1 4 (6.67%) Data Protection Act
2 3 (5.00%) Management Information System
3 2 (3.33%) Data Integration
3 2 (3.33%) Fintech
4 1 (1.67%) Computer Science
4 1 (1.67%) Mathematics
4 1 (1.67%) Physics
4 1 (1.67%) Replication
4 1 (1.67%) Statistics
4 1 (1.67%) Visualisation
Processes & Methodologies
1 43 (71.67%) Business Intelligence
2 20 (33.33%) Agile Software Development
2 20 (33.33%) Kimball Methodology
3 13 (21.67%) Scrum
4 12 (20.00%) Inmon Methodology
5 9 (15.00%) Data Modelling
6 6 (10.00%) Data Virtualisation
6 6 (10.00%) E-Commerce
6 6 (10.00%) Migration
6 6 (10.00%) RUP
7 4 (6.67%) Continuous Integration
7 4 (6.67%) Data Management
7 4 (6.67%) Data Protection
7 4 (6.67%) High Availability
7 4 (6.67%) SDLC
7 4 (6.67%) Stakeholder Management
7 4 (6.67%) Unit Testing
7 4 (6.67%) Validation
8 3 (5.00%) ERP
8 3 (5.00%) SOA
Programming Languages
1 54 (90.00%) SQL
2 43 (71.67%) T-SQL
3 9 (15.00%) C#
4 5 (8.33%) JavaScript
4 5 (8.33%) VB
4 5 (8.33%) VB.NET
5 1 (1.67%) Python
Qualifications
1 16 (26.67%) Degree
2 1 (1.67%) PhD
Quality Assurance & Compliance
1 15 (25.00%) Data Quality
Vendors
1 28 (46.67%) Microsoft
2 9 (15.00%) Oracle
3 5 (8.33%) Tableau
4 4 (6.67%) Cognos
4 4 (6.67%) Remedy
5 3 (5.00%) IBM
5 3 (5.00%) Talend
6 2 (3.33%) SAP
6 2 (3.33%) Sybase
7 1 (1.67%) Avaya
7 1 (1.67%) Genesys
7 1 (1.67%) Google
Bradford, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago