Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Luton with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 21 November 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.

Extract, Transform and Load (ETL)
Bedfordshire > Luton
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 35 31 30
Rank change year-on-year -4 -1 +16
Contract jobs citing ETL 7 5 9
As % of all contract IT jobs advertised in Luton 2.13% 1.73% 3.11%
As % of the Processes & Methodologies category 2.35% 2.02% 3.64%
Number of daily rates quoted 4 3 5
Luton median daily rate £503 £575 £475
Median daily rate % change year-on-year -12.61% +21.05% +46.15%
10th Percentile £391 £563 £415
90th Percentile £595 £628 £610
Bedfordshire median daily rate £315 £413 £400
% change year-on-year -23.64% +3.13% +23.08%
Number of hourly rates quoted 0 0 0
Luton median hourly rate - - -
Bedfordshire median hourly rate - - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Luton with a requirement for process or methodology skills.

All Process and Methodology Skills
Luton
Contract vacancies with a requirement for process or methodology skills 298 247 247
As % of all contract IT jobs advertised in Luton 90.85% 85.47% 85.47%
Number of daily rates quoted 219 157 178
Luton median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.86% +2.94% -
10th Percentile £325 £306 £275
90th Percentile £625 £600 £606
Bedfordshire median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -5.88%
Number of hourly rates quoted 2 5 21
Luton median hourly rate £50.22 £14.00 £30.00
Median hourly rate % change year-on-year +258.68% -53.33% -
10th Percentile £49.02 £12.50 £12.00
90th Percentile £50.75 £45.67 £50.68
Bedfordshire median hourly rate £22.50 £14.00 £37.50
% change year-on-year +60.71% -62.67% +120.59%

ETL
Job Vacancy Trend in Luton

Job postings citing ETL as a percentage of all IT jobs advertised in Luton.

Job vacancy trend for ETL in Luton

ETL
Contractor Daily Rate Trend in Luton

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

Contractor daily rate trend for ETL in Luton

ETL
Contractor Daily Rate Histogram in Luton

The daily rate distribution of IT jobs citing ETL in Luton over the 6 months to 21 November 2017.

Contractor daily rate histogram for ETL in Luton

For the 6 months to 21 November 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 Luton region with a requirement for ETL.

1 5 (71.43%) Data Modelling
1 5 (71.43%) Analytics
2 4 (57.14%) Data Analytics
2 4 (57.14%) Analytical Skills
3 3 (42.86%) Relational Database
3 3 (42.86%) Data Warehouse
3 3 (42.86%) RDBMS
4 2 (28.57%) Snowflake Schema
4 2 (28.57%) Data Mining
4 2 (28.57%) Java
4 2 (28.57%) Oracle
4 2 (28.57%) SQL Server
4 2 (28.57%) EJB
4 2 (28.57%) JDBC
4 2 (28.57%) Servlets
4 2 (28.57%) Web Services
4 2 (28.57%) UML
4 2 (28.57%) JBoss
4 2 (28.57%) Stakeholder Management
4 2 (28.57%) Agile Software Development
4 2 (28.57%) Retail
4 2 (28.57%) TOGAF
4 2 (28.57%) Event-Driven Architecture
4 2 (28.57%) Visualisation
4 2 (28.57%) Oracle Exadata
4 2 (28.57%) Data Visualisation
4 2 (28.57%) Statistics
4 2 (28.57%) Java EE
4 2 (28.57%) Change Management
4 2 (28.57%) Management Information System

ETL
Co-occurring IT Skills in Luton 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 (28.57%) JBoss
1 2 (28.57%) WildFly
2 1 (14.29%) Confluence
Database & Business Intelligence
1 3 (42.86%) Data Warehouse
1 3 (42.86%) RDBMS
1 3 (42.86%) Relational Database
2 2 (28.57%) Data Mining
2 2 (28.57%) Enterprise Data Warehouse
2 2 (28.57%) Oracle Exadata
2 2 (28.57%) Snowflake Schema
2 2 (28.57%) SQL Server
2 2 (28.57%) SQL Server Integration Services
3 1 (14.29%) Data Mart
3 1 (14.29%) NoSQL
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) SQL Server Reporting Services
Development Applications
1 1 (14.29%) JIRA
1 1 (14.29%) Talend Open Studio
General
1 2 (28.57%) Retail
2 1 (14.29%) Finance
Job Titles
1 2 (28.57%) Architect
1 2 (28.57%) Consultant
1 2 (28.57%) Data Analytics Architect
1 2 (28.57%) Data Architect
2 1 (14.29%) Analyst
2 1 (14.29%) Business Intelligence Developer
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Consultant
2 1 (14.29%) Developer
2 1 (14.29%) ETL Consultant
2 1 (14.29%) Informatica Consultant
2 1 (14.29%) Java Architect
2 1 (14.29%) Senior Business Intelligence Developer
2 1 (14.29%) Senior Developer
2 1 (14.29%) Senior SQL Developer
2 1 (14.29%) Senior SQL Server Developer
2 1 (14.29%) Solutions Architect
2 1 (14.29%) SQL Developer
2 1 (14.29%) SQL Server BI Developer
2 1 (14.29%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (28.57%) EJB
1 2 (28.57%) Java EE
1 2 (28.57%) JDBC
1 2 (28.57%) JMS
1 2 (28.57%) JPA
1 2 (28.57%) Servlets
1 2 (28.57%) Web Services
Miscellaneous
1 4 (57.14%) Analytical Skills
2 2 (28.57%) Management Information System
Processes & Methodologies
1 5 (71.43%) Analytics
1 5 (71.43%) Data Modelling
2 4 (57.14%) Data Analytics
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Change Management
3 2 (28.57%) Data Integration
3 2 (28.57%) Data Mapping
3 2 (28.57%) Data Visualisation
3 2 (28.57%) Enterprise Architecture
3 2 (28.57%) Event-Driven Architecture
3 2 (28.57%) Kalman Filter
3 2 (28.57%) Stakeholder Management
3 2 (28.57%) Statistics
3 2 (28.57%) TOGAF
3 2 (28.57%) UML
3 2 (28.57%) Visualisation
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Data Cleansing
4 1 (14.29%) Data Transformation
4 1 (14.29%) E-Commerce
Programming Languages
1 2 (28.57%) Java
Quality Assurance & Compliance
1 1 (14.29%) QA
Vendors
1 2 (28.57%) Oracle
2 1 (14.29%) Atlassian
2 1 (14.29%) Informatica
2 1 (14.29%) Talend