The following table provides summary statistics for contract job vacancies advertised in Warwick with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Warwickshire / Warwick
Rank 16 14 18
Rank change year-on-year -2 +4  
Contract jobs citing ETL 3 4 1
As % of all contract IT jobs advertised in Warwick 2.44% 2.80% 0.95%
As % of the Processes & Methodologies category 2.94% 4.12% 1.41%
Number of daily rates quoted 3 3 1
Median daily rate £300 £325 £475
Median daily rate % change year-on-year -7.69% -31.57%  
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Warwick with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Warwick
Contract job vacancies with a requirement for process and methodology skills 102 97 71
As % of all contract IT job vacancies advertised in Warwick 82.93% 67.83% 67.62%
Number of daily rates quoted 67 50 39
Median daily rate £400 £363 £325
Median daily rate % change year-on-year +10.34% +11.53%  
90% offered a daily rate of more than £300 £250 £288
10% offered a daily rate of more than £550 £575 £498
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 4 4 4
Median hourly rate £15.00 £19.61 £15.50
Median hourly rate % change year-on-year -23.50% +26.51%  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Warwick

The job posting trend of jobs advertised in Warwick citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Warwick

ETL
Contractor Daily Rate Trend in Warwick

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Warwick.

Contractor daily rate trend for ETL in Warwick

ETL
Contractor Daily Rate Histogram in Warwick

The daily rate distribution of IT jobs citing ETL in Warwick over the 3 months to 24 March 2017.

Contractor daily rate histogram for ETL in Warwick

ETL
Top 30 Related IT Skills in Warwick

For the 6 months to 24 March 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Warwick region with a requirement for ETL.

1 3 (42.86%) SQL Server Integration Services
1 3 (42.86%) Data Quality
1 3 (42.86%) SQL Server
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Information Governance
2 2 (28.57%) Talend Open Studio
2 2 (28.57%) MS Excel
2 2 (28.57%) Data Warehouse
2 2 (28.57%) Management Information System
2 2 (28.57%) Java
2 2 (28.57%) SQL
2 2 (28.57%) Talend
2 2 (28.57%) Degree
2 2 (28.57%) Validation
2 2 (28.57%) Data Analysis
3 1 (14.29%) Cost-Benefit Analysis
3 1 (14.29%) Migration
3 1 (14.29%) Stakeholder Management
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) Data Management
3 1 (14.29%) SQL Server Reporting Services
3 1 (14.29%) Change Data Capture
3 1 (14.29%) Analytics
3 1 (14.29%) Oracle
3 1 (14.29%) PL/SQL
3 1 (14.29%) Advertising
3 1 (14.29%) Data Modelling
3 1 (14.29%) Data Mining
3 1 (14.29%) Business Intelligence
3 1 (14.29%) IBM

ETL
Top Related IT Skills in Warwick 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:

Applications
1 2 (28.57%) MS Excel
Database & Business Intelligence
1 3 (42.86%) SQL Server
1 3 (42.86%) SQL Server Integration Services
2 2 (28.57%) Data Warehouse
3 1 (14.29%) Data Lake
3 1 (14.29%) Data Mining
3 1 (14.29%) DataStage
3 1 (14.29%) Enterprise Data Warehouse
3 1 (14.29%) IBM InfoSphere
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) SQL Server Reporting Services
Development Applications
1 2 (28.57%) Talend Open Studio
General
1 1 (14.29%) Advertising
Job Titles
1 4 (57.14%) Developer
1 4 (57.14%) ETL Developer
2 2 (28.57%) Information Officer
3 1 (14.29%) Analyst
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) DataStage Developer
3 1 (14.29%) DataStage ETL Developer
3 1 (14.29%) Microsoft BI Developer
3 1 (14.29%) SQL BI Developer
3 1 (14.29%) SQL Developer
3 1 (14.29%) SQL Server BI Developer
3 1 (14.29%) SQL Server Developer
3 1 (14.29%) SSIS Developer
3 1 (14.29%) Talend Developer
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Management Information System
3 1 (14.29%) Data Structures
3 1 (14.29%) NHS
Processes & Methodologies
1 2 (28.57%) Data Analysis
1 2 (28.57%) Information Governance
1 2 (28.57%) Validation
2 1 (14.29%) Analytics
2 1 (14.29%) Business Intelligence
2 1 (14.29%) Change Data Capture
2 1 (14.29%) Contract Management
2 1 (14.29%) Cost-Benefit Analysis
2 1 (14.29%) Data Management
2 1 (14.29%) Data Modelling
2 1 (14.29%) Migration
2 1 (14.29%) Performance Tuning
2 1 (14.29%) Stakeholder Management
2 1 (14.29%) Visualisation
Programming Languages
1 2 (28.57%) Java
1 2 (28.57%) SQL
2 1 (14.29%) PL/SQL
Qualifications
1 2 (28.57%) Degree
Quality Assurance & Compliance
1 3 (42.86%) Data Quality
Vendors
1 2 (28.57%) Talend
2 1 (14.29%) IBM
2 1 (14.29%) Microsoft
2 1 (14.29%) Oracle