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

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Yorkshire / Bradford
Rank 38 40 42
Rank change year-on-year
+2 +2
Permanent jobs citing ETL 9 15 9
As % of all permanent IT jobs located in Bradford 2.35% 3.49% 2.48%
As % of the Processes & Methodologies category 2.59% 3.87% 2.84%
Number of salaries quoted 9 15 6
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year
- +5.26%
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

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
347 388 317
As % of all permanent IT jobs located in Bradford 90.60% 90.23% 87.33%
Number of salaries quoted 321 358 233
Median salary £42,500 £40,000 £38,000
Median salary % change year-on-year
+6.25% +5.26%
90% offered a salary of more than £28,500 £31,500 £27,500
10% offered a salary of more than £57,500 £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 23 February 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 35 (89.74%) SQL
2 29 (74.36%) SQL Server Integration Services
3 27 (69.23%) Business Intelligence
4 26 (66.67%) T-SQL
5 24 (61.54%) SQL Server
6 23 (58.97%) SQL Server Reporting Services
7 22 (56.41%) Microsoft
8 20 (51.28%) MS Excel
9 19 (48.72%) Data Warehouse
9 19 (48.72%) Degree
10 17 (43.59%) SQL Server Analysis Services
11 16 (41.03%) SQL Server 2012
11 16 (41.03%) SQL Server 2014
12 11 (28.21%) Finance
13 10 (25.64%) Agile Software Development
14 9 (23.08%) Team Foundation Server
15 8 (20.51%) Oracle
16 7 (17.95%) Migration
16 7 (17.95%) Data Virtualisation
16 7 (17.95%) Data Quality
17 5 (12.82%) Validation
17 5 (12.82%) CSS
17 5 (12.82%) OLAP
17 5 (12.82%) VB
17 5 (12.82%) HTML
17 5 (12.82%) JavaScript
17 5 (12.82%) Data Modelling
17 5 (12.82%) Cognos
17 5 (12.82%) SDLC
18 4 (10.26%) OLAP Cube

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 (10.26%) Oracle SOA Suite
2 1 (2.56%) SAS
Applications
1 20 (51.28%) MS Excel
2 3 (7.69%) MS Office
Business Applications
1 1 (2.56%) StreamServe
Cloud Services
1 2 (5.13%) Google Cloud Platform
Database & Business Intelligence
1 29 (74.36%) SQL Server Integration Services
2 24 (61.54%) SQL Server
3 23 (58.97%) SQL Server Reporting Services
4 19 (48.72%) Data Warehouse
5 17 (43.59%) SQL Server Analysis Services
6 16 (41.03%) SQL Server 2012
6 16 (41.03%) SQL Server 2014
7 5 (12.82%) OLAP
8 4 (10.26%) OLAP Cube
8 4 (10.26%) Oracle Database
8 4 (10.26%) Oracle OLAP
8 4 (10.26%) Snowflake Schema
8 4 (10.26%) Star Schema
9 3 (7.69%) BusinessObjects
9 3 (7.69%) Oracle BI EE
9 3 (7.69%) QlikView
10 2 (5.13%) Oracle BI Publisher
10 2 (5.13%) Oracle ODI
10 2 (5.13%) Qlik Sense
10 2 (5.13%) Relational Database
Development Applications
1 9 (23.08%) Team Foundation Server
2 2 (5.13%) ERwin
2 2 (5.13%) Visual Studio
3 1 (2.56%) Git (software)
3 1 (2.56%) Talend Open Studio
General
1 11 (28.21%) Finance
2 1 (2.56%) Manufacturing
Job Titles
1 32 (82.05%) Developer
2 26 (66.67%) SQL Developer
3 22 (56.41%) Business Intelligence Developer
4 18 (46.15%) SQL BI Developer
5 10 (25.64%) SQL Server BI Developer
5 10 (25.64%) SQL Server Developer
5 10 (25.64%) SSIS Developer
6 6 (15.38%) Business Developer
7 5 (12.82%) T-SQL Developer
8 4 (10.26%) SSRS Developer
9 3 (7.69%) Analyst
9 3 (7.69%) Senior Developer
9 3 (7.69%) Senior SQL Developer
10 2 (5.13%) Business Intelligence Consultant
10 2 (5.13%) Consultant
10 2 (5.13%) Data Warehouse Developer
10 2 (5.13%) ETL Developer
10 2 (5.13%) Senior Business Intelligence Consultant
10 2 (5.13%) Senior Consultant
11 1 (2.56%) SAS Architect
Libraries, Frameworks & Software Standards
1 5 (12.82%) CSS
1 5 (12.82%) HTML
2 4 (10.26%) .NET
2 4 (10.26%) Middleware
3 3 (7.69%) .NET Framework
4 2 (5.13%) Oracle GoldenGate
5 1 (2.56%) MDX
Miscellaneous
1 3 (7.69%) Analytical Skills
1 3 (7.69%) Management Information System
2 2 (5.13%) Fintech
3 1 (2.56%) Replication
Processes & Methodologies
1 27 (69.23%) Business Intelligence
2 10 (25.64%) Agile Software Development
3 7 (17.95%) Data Virtualisation
3 7 (17.95%) Migration
4 5 (12.82%) Data Modelling
4 5 (12.82%) SDLC
4 5 (12.82%) Validation
5 4 (10.26%) Scorecard
5 4 (10.26%) SOA
5 4 (10.26%) Stakeholder Management
6 2 (5.13%) Data Integration
6 2 (5.13%) Information Architecture
6 2 (5.13%) Performance Management
7 1 (2.56%) Change Control
7 1 (2.56%) Data Architecture
7 1 (2.56%) Data Visualisation
7 1 (2.56%) DevOps
7 1 (2.56%) Dimensional Modelling
7 1 (2.56%) Kimball Methodology
7 1 (2.56%) Visualisation
Programming Languages
1 35 (89.74%) SQL
2 26 (66.67%) T-SQL
3 5 (12.82%) JavaScript
3 5 (12.82%) VB
4 3 (7.69%) C#
5 1 (2.56%) VB.NET
Qualifications
1 19 (48.72%) Degree
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
Vendors
1 22 (56.41%) Microsoft
2 8 (20.51%) Oracle
3 5 (12.82%) Cognos
4 4 (10.26%) Tableau
5 2 (5.13%) Google
6 1 (2.56%) Avaya
6 1 (2.56%) Genesys
6 1 (2.56%) IBM
6 1 (2.56%) Talend
Bradford, West Yorkshire
CoreCom Consulting
Salary: £40000 - £50000 per annum + Pension, Healthcare etc
Posted: Yesterday
Bradford
Provident Financial Management Services
Salary: £45000 - £50000 per annum + Bonus + Pension & Onsite gym
Posted: 3 days ago