The following table provides summary statistics for contract job vacancies advertised in Cambridge 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 28 June 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)
Cambridgeshire / Cambridge
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 36 36 53
Rank change year-on-year 0 +17  
Contract jobs citing ETL 3 7 9
As % of all contract IT jobs advertised in Cambridge 0.99% 1.97% 1.95%
As % of the Processes & Methodologies category 1.28% 2.36% 2.43%
Number of daily rates quoted 1 2 8
Median daily rate £425 £565 £350
Median daily rate % change year-on-year -24.77% +61.42%  
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 1 0 0
Median hourly rate £12.00 - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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 Cambridge with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridge
Contract job vacancies with a requirement for process and methodology skills 235 297 370
As % of all contract IT job vacancies advertised in Cambridge 77.81% 83.43% 80.26%
Number of daily rates quoted 105 180 273
Median daily rate £388 £400 £375
Median daily rate % change year-on-year -3.12% +6.66%  
90% offered a daily rate of more than £200 £325 £275
10% offered a daily rate of more than £500 £511 £475
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 39 20 17
Median hourly rate £37.50 £37.50 £40.00
Median hourly rate % change year-on-year - -6.25%  
90% offered a hourly rate of more than £17.50 £19.25 £17.69
10% offered a hourly rate of more than £47.50 £47.50 £57.50
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

ETL
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge 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 Cambridge

ETL
Contractor Daily Rate Trend in Cambridge

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

Contractor daily rate trend for ETL in Cambridge

For the 6 months to 28 June 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 Cambridge region with a requirement for ETL.

1 5 (83.33%) SQL
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Informatica
2 3 (50.00%) Oracle
3 2 (33.33%) SAP
3 2 (33.33%) PowerCenter
3 2 (33.33%) Embarcadero
3 2 (33.33%) MicroStrategy
3 2 (33.33%) DRM
3 2 (33.33%) Pharmaceutical
3 2 (33.33%) Finance
3 2 (33.33%) Migration
3 2 (33.33%) SAP MDM
3 2 (33.33%) Data Management
3 2 (33.33%) Spotfire
3 2 (33.33%) Oracle BI EE
3 2 (33.33%) Data Migration
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) Requirements Analysis
3 2 (33.33%) Talend Open Studio
3 2 (33.33%) Visualisation
3 2 (33.33%) Amazon AWS
3 2 (33.33%) Information Architecture
3 2 (33.33%) Data Visualisation
3 2 (33.33%) Data Quality
3 2 (33.33%) Talend
3 2 (33.33%) Amazon Redshift
3 2 (33.33%) Amazon RDS
3 2 (33.33%) Master Data Management
3 2 (33.33%) SAP MDG

ETL
Co-occurring IT Skills in Cambridge 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 1 (16.67%) Apache
1 1 (16.67%) Apache Spark
Applications
1 1 (16.67%) Microsoft Excel
Business Applications
1 2 (33.33%) SAP MDG
1 2 (33.33%) SAP MDM
Cloud Services
1 2 (33.33%) Amazon AWS
Database & Business Intelligence
1 2 (33.33%) Amazon RDS
1 2 (33.33%) Amazon Redshift
1 2 (33.33%) Oracle BI EE
1 2 (33.33%) PowerCenter
1 2 (33.33%) Spotfire
1 2 (33.33%) SQL Server Integration Services
2 1 (16.67%) Apache Hive
2 1 (16.67%) BODI
2 1 (16.67%) Data Mining
2 1 (16.67%) Data Warehouse
2 1 (16.67%) DataStage
2 1 (16.67%) Hadoop
2 1 (16.67%) MySQL
2 1 (16.67%) PostgreSQL
2 1 (16.67%) Power BI
2 1 (16.67%) Relational Database
2 1 (16.67%) Sqoop
Development Applications
1 2 (33.33%) Talend Open Studio
General
1 2 (33.33%) Finance
1 2 (33.33%) Pharmaceutical
Job Titles
1 2 (33.33%) Architect
1 2 (33.33%) Business Intelligence Architect
1 2 (33.33%) Developer
2 1 (16.67%) Analyst
2 1 (16.67%) Business Intelligence Developer
2 1 (16.67%) Data Analyst
2 1 (16.67%) Data Migration Developer
2 1 (16.67%) ERP Developer
2 1 (16.67%) ETL Developer
2 1 (16.67%) Information Architect
2 1 (16.67%) Microsoft BI Developer
2 1 (16.67%) Microsoft Developer
2 1 (16.67%) Power BI Developer
2 1 (16.67%) SQL Developer
2 1 (16.67%) Test Leader
2 1 (16.67%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Oracle Fusion
1 1 (16.67%) Web Services
1 1 (16.67%) XML
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Life Science
Processes & Methodologies
1 3 (50.00%) Business Intelligence
2 2 (33.33%) Data Management
2 2 (33.33%) Data Migration
2 2 (33.33%) Data Visualisation
2 2 (33.33%) DRM
2 2 (33.33%) Information Architecture
2 2 (33.33%) Master Data Management
2 2 (33.33%) Migration
2 2 (33.33%) Requirements Analysis
2 2 (33.33%) Visualisation
3 1 (16.67%) Agile Software Development
3 1 (16.67%) Analytics
3 1 (16.67%) Dashboard Development
3 1 (16.67%) Data Analysis
3 1 (16.67%) Data Analytics
3 1 (16.67%) Data Mapping
3 1 (16.67%) Information Management
3 1 (16.67%) Mentoring
3 1 (16.67%) Performance Tuning
3 1 (16.67%) Software Engineering
Programming Languages
1 5 (83.33%) SQL
2 1 (16.67%) PL/SQL
2 1 (16.67%) T-SQL
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
Systems Management
1 1 (16.67%) Oozie
Vendors
1 3 (50.00%) Informatica
1 3 (50.00%) Oracle
2 2 (33.33%) Embarcadero
2 2 (33.33%) MicroStrategy
2 2 (33.33%) SAP
2 2 (33.33%) Talend
3 1 (16.67%) Ab Initio
3 1 (16.67%) Microsoft