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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Cambridgeshire / Cambridge
Rank 37 30 -
Rank change year-on-year -7 -  
Contract jobs citing ETL 3 16 0
As % of all contract IT jobs advertised in Cambridge 0.95% 3.92% -
As % of the Processes & Methodologies category 1.15% 4.78% -
Number of daily rates quoted 3 12 0
Median daily rate £500 £275 -
Median daily rate % change year-on-year +81.81% -  
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 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 262 335 248
As % of all contract IT job vacancies advertised in Cambridge 83.17% 82.11% 75.84%
Number of daily rates quoted 132 209 161
Median daily rate £425 £413 £375
Median daily rate % change year-on-year +3.03% +10.00%  
90% offered a daily rate of more than £225 £288 £225
10% offered a daily rate of more than £525 £525 £538
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 38 26 15
Median hourly rate £36.75 £37.50 £27.50
Median hourly rate % change year-on-year -2.00% +36.36%  
90% offered a hourly rate of more than £13.00 £17.50 £13.50
10% offered a hourly rate of more than £68.00 £57.50 £43.00
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

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

ETL
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing ETL in Cambridge over the 3 months to 27 March 2017.

Contractor daily rate histogram for ETL in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 27 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 Cambridge region with a requirement for ETL.

1 12 (70.59%) Business Intelligence
1 12 (70.59%) Talend Open Studio
1 12 (70.59%) Talend
2 11 (64.71%) Data Warehouse
3 8 (47.06%) SQL
3 8 (47.06%) Analytics
4 7 (41.18%) Big Data
4 7 (41.18%) Cloud Computing
4 7 (41.18%) Data Integration
5 6 (35.29%) Open Source
5 6 (35.29%) JIRA
5 6 (35.29%) Finance
5 6 (35.29%) ETL Development
6 5 (29.41%) Amazon AWS
7 4 (23.53%) Process Improvement
7 4 (23.53%) Oracle BI EE
7 4 (23.53%) Spotfire
7 4 (23.53%) Oracle
7 4 (23.53%) Embarcadero
7 4 (23.53%) Amazon Redshift
8 3 (17.65%) Dashboard Development
8 3 (17.65%) Performance Tuning
8 3 (17.65%) Microsoft
8 3 (17.65%) Data Modelling
8 3 (17.65%) SQL Server
8 3 (17.65%) SAP
8 3 (17.65%) T-SQL
8 3 (17.65%) PostgreSQL
8 3 (17.65%) Advertising
8 3 (17.65%) Pharmaceutical

ETL
Top Related 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:

Business Applications
1 2 (11.76%) SAP MDG
1 2 (11.76%) SAP MDM
2 1 (5.88%) SAP ERP
Cloud Services
1 7 (41.18%) Cloud Computing
2 5 (29.41%) Amazon AWS
Database & Business Intelligence
1 11 (64.71%) Data Warehouse
2 7 (41.18%) Big Data
3 4 (23.53%) Amazon Redshift
3 4 (23.53%) Oracle BI EE
3 4 (23.53%) Spotfire
4 3 (17.65%) PostgreSQL
4 3 (17.65%) SQL Server
4 3 (17.65%) SQL Server Integration Services
4 3 (17.65%) SQL Server Reporting Services
5 2 (11.76%) Amazon RDS
5 2 (11.76%) Data Mart
5 2 (11.76%) PowerCenter
5 2 (11.76%) SQL Server 2014
5 2 (11.76%) SQL Server Analysis Services
5 2 (11.76%) Star Schema
6 1 (5.88%) MySQL
6 1 (5.88%) Relational Database
6 1 (5.88%) SQL Server 2005
6 1 (5.88%) SQL Server 2012
6 1 (5.88%) SQL Server 2016
Development Applications
1 12 (70.59%) Talend Open Studio
2 6 (35.29%) JIRA
General
1 6 (35.29%) Finance
2 3 (17.65%) Advertising
2 3 (17.65%) Pharmaceutical
Job Titles
1 12 (70.59%) Developer
2 6 (35.29%) Talend Developer
3 4 (23.53%) Senior Developer
4 3 (17.65%) SQL Developer
5 2 (11.76%) Architect
5 2 (11.76%) Business Intelligence Architect
6 1 (5.88%) Business Developer
6 1 (5.88%) Business Intelligence Developer
6 1 (5.88%) Data Migration Developer
6 1 (5.88%) Data Migration Specialist
6 1 (5.88%) ERP Developer
6 1 (5.88%) ETL Developer
6 1 (5.88%) Information Architect
6 1 (5.88%) Migration Specialist
6 1 (5.88%) Redshift Developer
6 1 (5.88%) Senior Business Intelligence Developer
6 1 (5.88%) SQL Server Developer
6 1 (5.88%) SSRS Developer
6 1 (5.88%) Technical Leader
6 1 (5.88%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (5.88%) Oracle Fusion
1 1 (5.88%) Web Services
1 1 (5.88%) XML
Miscellaneous
1 1 (5.88%) Life Science
1 1 (5.88%) Management Information System
Processes & Methodologies
1 12 (70.59%) Business Intelligence
2 8 (47.06%) Analytics
3 7 (41.18%) Data Integration
4 6 (35.29%) ETL Development
4 6 (35.29%) Open Source
5 4 (23.53%) Process Improvement
6 3 (17.65%) Agile Software Development
6 3 (17.65%) Dashboard Development
6 3 (17.65%) Data Architecture
6 3 (17.65%) Data Modelling
6 3 (17.65%) Performance Tuning
7 2 (11.76%) Data Management
7 2 (11.76%) Data Migration
7 2 (11.76%) DRM
7 2 (11.76%) ERP
7 2 (11.76%) Master Data Management
7 2 (11.76%) Migration
7 2 (11.76%) Performance Monitoring
7 2 (11.76%) Requirements Analysis
7 2 (11.76%) Scrum
Programming Languages
1 8 (47.06%) SQL
2 3 (17.65%) T-SQL
3 1 (5.88%) PL/SQL
Quality Assurance & Compliance
1 2 (11.76%) Data Quality
Vendors
1 12 (70.59%) Talend
2 4 (23.53%) Embarcadero
2 4 (23.53%) Oracle
3 3 (17.65%) Microsoft
3 3 (17.65%) SAP
4 2 (11.76%) Informatica
4 2 (11.76%) MicroStrategy