The table below looks at the statistics for ETL skills in IT jobs advertised for the Midlands region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 17 - 19
Rank change year-on-year
- 0
Permanent jobs citing ETL 4 0 8
As % of all permanent IT jobs located in the Midlands 3.74% - 5.03%
As % of the Processes & Methodologies category 4.88% - 6.78%
Number of salaries quoted 4 0 8
Median salary £43,750 - £45,000
90% offered a salary of more than £42,500 - £40,000
10% offered a salary of more than £48,500 - £47,250
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
ETL
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Midlands region.

Processes & Methodologies Category
Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
82 115 118
As % of all permanent IT jobs located in the Midlands 76.64% 90.55% 74.21%
Number of salaries quoted 66 86 97
Median salary £50,000 £55,000 £45,000
Median salary % change year-on-year
-9.09% +22.22%
90% offered a salary of more than £40,000 £42,500 £32,000
10% offered a salary of more than £75,000 £57,500 £67,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the Midlands

The demand trend of job ads across the Midlands region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the Midlands

ETL
Salary Trend in the Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Midlands region.

ETL Salary Trend in the Midlands

ETL
Top 30 Related IT Skills in the Midlands

For the 6 months to 26 May 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 Midlands region with a requirement for ETL.

1 9 (75.00%) Data Warehouse
2 8 (66.67%) SQL
2 8 (66.67%) Finance
3 7 (58.33%) Business Intelligence
4 6 (50.00%) Oracle
4 6 (50.00%) Dimensional Modelling
4 6 (50.00%) Kimball Methodology
5 4 (33.33%) Analytics
5 4 (33.33%) Oracle Database
5 4 (33.33%) Performance Tuning
5 4 (33.33%) Capacity Management
5 4 (33.33%) Oracle Database 11g
5 4 (33.33%) Oracle BI EE
5 4 (33.33%) PL/SQL
5 4 (33.33%) Informatica
5 4 (33.33%) Oracle Reports
6 3 (25.00%) SQL Server
6 3 (25.00%) Data Modelling
6 3 (25.00%) Relational Database
7 2 (16.67%) PROC SQL
7 2 (16.67%) OLAP Cube
7 2 (16.67%) Physical Data Model
7 2 (16.67%) Marketing Analytics
7 2 (16.67%) SAS
7 2 (16.67%) Star Schema
7 2 (16.67%) VBA
7 2 (16.67%) OLAP
7 2 (16.67%) SAP
7 2 (16.67%) NHS
7 2 (16.67%) SAP BW

ETL
Top Related IT Skills in the Midlands 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 (16.67%) SAS
Applications
1 1 (8.33%) MS Excel
Business Applications
1 2 (16.67%) Hyperion Planning
2 1 (8.33%) Infor M3
Database & Business Intelligence
1 9 (75.00%) Data Warehouse
2 4 (33.33%) Oracle BI EE
2 4 (33.33%) Oracle Database
2 4 (33.33%) Oracle Database 11g
2 4 (33.33%) Oracle Reports
3 3 (25.00%) Relational Database
3 3 (25.00%) SQL Server
4 2 (16.67%) Base SAS
4 2 (16.67%) BusinessObjects
4 2 (16.67%) DataStage
4 2 (16.67%) Essbase
4 2 (16.67%) OLAP
4 2 (16.67%) OLAP Cube
4 2 (16.67%) SAP BI
4 2 (16.67%) SAP BW
4 2 (16.67%) SAP Data Services
4 2 (16.67%) SAS Enterprise Guide
4 2 (16.67%) SQL Server 2008
4 2 (16.67%) SQL Server Analysis Services
4 2 (16.67%) Star Schema
Development Applications
1 2 (16.67%) ProC
1 2 (16.67%) Team Foundation Server
General
1 8 (66.67%) Finance
2 2 (16.67%) Marketing
Job Titles
1 6 (50.00%) Developer
2 4 (33.33%) Business Intelligence Consultant
2 4 (33.33%) Consultant
2 4 (33.33%) Data Consultant
2 4 (33.33%) Data Warehouse Consultant
2 4 (33.33%) ETL Consultant
2 4 (33.33%) Informatica Consultant
2 4 (33.33%) OBIEE Consultant
2 4 (33.33%) Oracle BI Consultant
2 4 (33.33%) Oracle Consultant
3 2 (16.67%) Business Developer
3 2 (16.67%) Business Objects Developer
3 2 (16.67%) Data Warehouse Developer
3 2 (16.67%) DataStage Developer
3 2 (16.67%) DataStage ETL Developer
3 2 (16.67%) ETL Developer
3 2 (16.67%) SAP BW Developer
3 2 (16.67%) SAP Developer
4 1 (8.33%) Cognos Developer
Miscellaneous
1 2 (16.67%) Credit Risk
1 2 (16.67%) Data Extraction
1 2 (16.67%) Data Integration
1 2 (16.67%) NHS
2 1 (8.33%) AS400
2 1 (8.33%) Management Information System
Processes & Methodologies
1 7 (58.33%) Business Intelligence
2 6 (50.00%) Dimensional Modelling
2 6 (50.00%) Kimball Methodology
3 4 (33.33%) Analytics
3 4 (33.33%) Capacity Management
3 4 (33.33%) Performance Tuning
4 3 (25.00%) Data Modelling
5 2 (16.67%) Agile Software Development
5 2 (16.67%) Change Management
5 2 (16.67%) Continuous Improvement
5 2 (16.67%) Continuous Integration
5 2 (16.67%) DRM
5 2 (16.67%) Marketing Analytics
5 2 (16.67%) Physical Data Model
5 2 (16.67%) Project Management
5 2 (16.67%) Stakeholder Management
6 1 (8.33%) ERP
Programming Languages
1 8 (66.67%) SQL
2 4 (33.33%) PL/SQL
3 2 (16.67%) PROC SQL
3 2 (16.67%) SAS Macro
3 2 (16.67%) VBA
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 6 (50.00%) Oracle
2 4 (33.33%) Informatica
3 2 (16.67%) Hyperion
3 2 (16.67%) SAP
4 1 (8.33%) Cognos
4 1 (8.33%) IBM