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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Yorkshire / Bradford
Rank 29 35 38
Rank change year-on-year
+6 +3
Permanent jobs citing ETL 17 19 16
As % of all permanent IT jobs located in Bradford 4.97% 5.37% 4.31%
As % of the Processes & Methodologies category 5.41% 5.88% 5.02%
Number of salaries quoted 13 18 11
Median salary £40,000 £37,750 £47,500
Median salary % change year-on-year
+5.96% -20.52%
90% offered a salary of more than £38,800 £31,500 £42,500
10% offered a salary of more than £45,000 £67,750 £50,000
UK excluding London median salary £45,000 £44,795 £45,000
% change year-on-year
+0.45% -0.45%

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
314 323 319
As % of all permanent IT jobs located in Bradford 91.81% 91.24% 85.98%
Number of salaries quoted 283 288 213
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £28,000 £31,500 £30,000
10% offered a salary of more than £57,500 £57,500 £60,000
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 16 January 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 39 (86.67%) SQL
2 33 (73.33%) SQL Server Integration Services
3 30 (66.67%) Business Intelligence
4 29 (64.44%) SQL Server Reporting Services
5 28 (62.22%) T-SQL
6 27 (60.00%) SQL Server
7 25 (55.56%) Data Warehouse
8 23 (51.11%) SQL Server Analysis Services
9 22 (48.89%) Microsoft
10 21 (46.67%) MS Excel
10 21 (46.67%) SQL Server 2012
11 16 (35.56%) Degree
11 16 (35.56%) SQL Server 2014
12 14 (31.11%) Agile Software Development
13 13 (28.89%) Team Foundation Server
14 12 (26.67%) Finance
15 11 (24.44%) Data Quality
16 10 (22.22%) Oracle
17 8 (17.78%) Data Modelling
18 7 (15.56%) Data Virtualisation
18 7 (15.56%) Migration
19 6 (13.33%) SQL Server 2008
20 5 (11.11%) Validation
20 5 (11.11%) Kimball Methodology
20 5 (11.11%) Tableau
20 5 (11.11%) SDLC
20 5 (11.11%) Scrum
20 5 (11.11%) Cognos
20 5 (11.11%) CSS
20 5 (11.11%) OLAP

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 4 (8.89%) Oracle SOA Suite
2 2 (4.44%) Elasticsearch
2 2 (4.44%) SAS
Applications
1 21 (46.67%) MS Excel
2 3 (6.67%) MS Office
Business Applications
1 1 (2.22%) StreamServe
Cloud Services
1 2 (4.44%) Google Cloud Platform
Database & Business Intelligence
1 33 (73.33%) SQL Server Integration Services
2 29 (64.44%) SQL Server Reporting Services
3 27 (60.00%) SQL Server
4 25 (55.56%) Data Warehouse
5 23 (51.11%) SQL Server Analysis Services
6 21 (46.67%) SQL Server 2012
7 16 (35.56%) SQL Server 2014
8 6 (13.33%) SQL Server 2008
9 5 (11.11%) OLAP
10 4 (8.89%) BusinessObjects
10 4 (8.89%) OLAP Cube
10 4 (8.89%) Oracle Database
10 4 (8.89%) Oracle OLAP
10 4 (8.89%) Snowflake Schema
10 4 (8.89%) SQL Server 2005
10 4 (8.89%) Star Schema
11 3 (6.67%) Oracle BI EE
11 3 (6.67%) PostgreSQL
11 3 (6.67%) QlikView
12 2 (4.44%) Data Mart
Development Applications
1 13 (28.89%) Team Foundation Server
2 3 (6.67%) Visual Studio
3 2 (4.44%) ERwin
3 2 (4.44%) Talend Open Studio
4 1 (2.22%) Git (software)
General
1 12 (26.67%) Finance
2 1 (2.22%) Manufacturing
Job Titles
1 38 (84.44%) Developer
2 29 (64.44%) SQL Developer
3 24 (53.33%) Business Intelligence Developer
4 19 (42.22%) SQL BI Developer
5 15 (33.33%) SQL Server Developer
6 14 (31.11%) SQL Server BI Developer
7 11 (24.44%) SSIS Developer
8 8 (17.78%) ETL Developer
8 8 (17.78%) SSRS Developer
9 6 (13.33%) Business Developer
10 3 (6.67%) Analyst
10 3 (6.67%) Senior Developer
10 3 (6.67%) Senior SQL Developer
11 2 (4.44%) Data Warehouse Developer
11 2 (4.44%) T-SQL Developer
12 1 (2.22%) Business Intelligence Analyst
12 1 (2.22%) Data Modeller
12 1 (2.22%) Data Warehouse Architect
12 1 (2.22%) Database Developer
12 1 (2.22%) Talend Developer
Libraries, Frameworks & Software Standards
1 5 (11.11%) .NET
1 5 (11.11%) CSS
1 5 (11.11%) HTML
2 4 (8.89%) Middleware
3 3 (6.67%) .NET Framework
4 2 (4.44%) Oracle GoldenGate
5 1 (2.22%) ASP.NET
5 1 (2.22%) MDX
Miscellaneous
1 4 (8.89%) Analytical Skills
2 3 (6.67%) Management Information System
3 2 (4.44%) Data Integration
3 2 (4.44%) Fintech
4 1 (2.22%) Computer Science
4 1 (2.22%) Data Protection Act
4 1 (2.22%) Mathematics
4 1 (2.22%) Physics
4 1 (2.22%) Replication
4 1 (2.22%) Statistics
4 1 (2.22%) Visualisation
Processes & Methodologies
1 30 (66.67%) Business Intelligence
2 14 (31.11%) Agile Software Development
3 8 (17.78%) Data Modelling
4 7 (15.56%) Data Virtualisation
4 7 (15.56%) Migration
5 5 (11.11%) Kimball Methodology
5 5 (11.11%) Scrum
5 5 (11.11%) SDLC
5 5 (11.11%) Validation
6 4 (8.89%) Inmon Methodology
6 4 (8.89%) RUP
6 4 (8.89%) SOA
6 4 (8.89%) Stakeholder Management
7 2 (4.44%) Data Management
7 2 (4.44%) Information Architecture
7 2 (4.44%) Performance Management
8 1 (2.22%) Data Architecture
8 1 (2.22%) Data Protection
8 1 (2.22%) Dimensional Modelling
8 1 (2.22%) Web Development
Programming Languages
1 39 (86.67%) SQL
2 28 (62.22%) T-SQL
3 5 (11.11%) JavaScript
3 5 (11.11%) VB
4 4 (8.89%) C#
5 2 (4.44%) VB.NET
6 1 (2.22%) Python
Qualifications
1 16 (35.56%) Degree
2 1 (2.22%) PhD
Quality Assurance & Compliance
1 11 (24.44%) Data Quality
Vendors
1 22 (48.89%) Microsoft
2 10 (22.22%) Oracle
3 5 (11.11%) Cognos
3 5 (11.11%) Tableau
4 2 (4.44%) Google
4 2 (4.44%) Sybase
4 2 (4.44%) Talend
5 1 (2.22%) Avaya
5 1 (2.22%) Genesys
5 1 (2.22%) IBM
5 1 (2.22%) Remedy
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Bradford
Provident Financial Management Services
Salary: £35000 - £41000 per annum + £1K Bonus, Pension & Onsite Gym
Posted: 6 days ago