The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 30 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.

Extract, Transform and Load (ETL)
East of England / Cambridgeshire
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 49 33 62
Rank change year-on-year -16 +29  
Contract jobs citing ETL 4 28 3
As % of all contract IT jobs advertised in Cambridgeshire 0.74% 4.42% 0.45%
As % of the Processes & Methodologies category 0.93% 5.53% 0.57%
Number of daily rates quoted 4 20 2
Median daily rate £450 £388 £438
Median daily rate % change year-on-year +16.12% -11.42%  
90% offered a daily rate of more than £267 £254 £428
10% offered a daily rate of more than £507 £517 £448
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 Cambridgeshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cambridgeshire
Contract job vacancies with a requirement for process and methodology skills 429 506 528
As % of all contract IT job vacancies advertised in Cambridgeshire 79.44% 79.81% 78.69%
Number of daily rates quoted 219 305 270
Median daily rate £400 £413 £350
Median daily rate % change year-on-year -3.03% +17.85%  
90% offered a daily rate of more than £238 £300 £225
10% offered a daily rate of more than £525 £525 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 49 34 56
Median hourly rate £24.00 £37.50 £21.00
Median hourly rate % change year-on-year -36.00% +78.57%  
90% offered a hourly rate of more than £13.00 £17.50 £12.00
10% offered a hourly rate of more than £68.00 £55.00 £42.50
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

ETL
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

ETL
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for ETL in Cambridgeshire

ETL
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing ETL in Cambridgeshire over the 3 months to 30 March 2017.

Contractor daily rate histogram for ETL in Cambridgeshire

ETL
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Cambridgeshire region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -5 3 £500 +81.81% 3
March - 1 £400 -
ETL
East of England

For the 6 months to 30 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 Cambridgeshire region with a requirement for ETL.

1 13 (68.42%) Talend Open Studio
1 13 (68.42%) Talend
2 12 (63.16%) Data Warehouse
2 12 (63.16%) Business Intelligence
3 9 (47.37%) SQL
3 9 (47.37%) Big Data
4 8 (42.11%) Analytics
4 8 (42.11%) Data Integration
5 7 (36.84%) Cloud Computing
5 7 (36.84%) Finance
6 6 (31.58%) JIRA
6 6 (31.58%) Open Source
6 6 (31.58%) ETL Development
7 5 (26.32%) Amazon AWS
8 4 (21.05%) Spotfire
8 4 (21.05%) Oracle BI EE
8 4 (21.05%) Embarcadero
8 4 (21.05%) Oracle
8 4 (21.05%) Amazon Redshift
8 4 (21.05%) Process Improvement
9 3 (15.79%) Performance Tuning
9 3 (15.79%) Dashboard Development
9 3 (15.79%) SQL Server
9 3 (15.79%) SAP
9 3 (15.79%) T-SQL
9 3 (15.79%) Microsoft
9 3 (15.79%) Data Modelling
9 3 (15.79%) Pharmaceutical
9 3 (15.79%) Advertising
9 3 (15.79%) Data Architecture

ETL
Co-occurring IT Skills in Cambridgeshire 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 (5.26%) Apache Spark
Business Applications
1 2 (10.53%) SAP MDG
1 2 (10.53%) SAP MDM
2 1 (5.26%) SAP ERP
Cloud Services
1 7 (36.84%) Cloud Computing
2 5 (26.32%) Amazon AWS
Database & Business Intelligence
1 12 (63.16%) Data Warehouse
2 9 (47.37%) Big Data
3 4 (21.05%) Amazon Redshift
3 4 (21.05%) Oracle BI EE
3 4 (21.05%) Spotfire
4 3 (15.79%) PostgreSQL
4 3 (15.79%) SQL Server
4 3 (15.79%) SQL Server Integration Services
4 3 (15.79%) SQL Server Reporting Services
5 2 (10.53%) Amazon RDS
5 2 (10.53%) Data Mart
5 2 (10.53%) PowerCenter
5 2 (10.53%) SQL Server 2014
5 2 (10.53%) SQL Server Analysis Services
5 2 (10.53%) Star Schema
6 1 (5.26%) Hadoop
6 1 (5.26%) Relational Database
6 1 (5.26%) SQL Server 2000
6 1 (5.26%) SQL Server 2012
6 1 (5.26%) SQL Server 2016
Development Applications
1 13 (68.42%) Talend Open Studio
2 6 (31.58%) JIRA
General
1 7 (36.84%) Finance
2 3 (15.79%) Advertising
2 3 (15.79%) Pharmaceutical
Job Titles
1 13 (68.42%) Developer
2 6 (31.58%) Talend Developer
3 4 (21.05%) Senior Developer
4 3 (15.79%) SQL Developer
5 2 (10.53%) Architect
5 2 (10.53%) Business Intelligence Architect
6 1 (5.26%) Big Data Developer
6 1 (5.26%) Business Developer
6 1 (5.26%) Business Intelligence Developer
6 1 (5.26%) Consultant
6 1 (5.26%) Data Migration Developer
6 1 (5.26%) Data Migration Specialist
6 1 (5.26%) ERP Developer
6 1 (5.26%) ETL Developer
6 1 (5.26%) Information Architect
6 1 (5.26%) Migration Specialist
6 1 (5.26%) Senior Business Intelligence Developer
6 1 (5.26%) SQL Server Developer
6 1 (5.26%) Technical Leader
6 1 (5.26%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (5.26%) Kafka
1 1 (5.26%) Oracle Fusion
1 1 (5.26%) Spark Streaming
1 1 (5.26%) Web Services
1 1 (5.26%) XML
Miscellaneous
1 1 (5.26%) Life Science
1 1 (5.26%) Management Information System
Processes & Methodologies
1 12 (63.16%) Business Intelligence
2 8 (42.11%) Analytics
2 8 (42.11%) Data Integration
3 6 (31.58%) ETL Development
3 6 (31.58%) Open Source
4 4 (21.05%) Process Improvement
5 3 (15.79%) Agile Software Development
5 3 (15.79%) Dashboard Development
5 3 (15.79%) Data Architecture
5 3 (15.79%) Data Modelling
5 3 (15.79%) Performance Tuning
6 2 (10.53%) Data Management
6 2 (10.53%) Data Migration
6 2 (10.53%) DRM
6 2 (10.53%) Information Architecture
6 2 (10.53%) Master Data Management
6 2 (10.53%) Migration
6 2 (10.53%) Performance Monitoring
6 2 (10.53%) Requirements Analysis
6 2 (10.53%) Scrum
Programming Languages
1 9 (47.37%) SQL
2 3 (15.79%) T-SQL
3 1 (5.26%) Java
3 1 (5.26%) PL/SQL
3 1 (5.26%) Scala
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
System Software
1 1 (5.26%) HDFS
Systems Management
1 1 (5.26%) Hadoop YARN
Vendors
1 13 (68.42%) Talend
2 4 (21.05%) Embarcadero
2 4 (21.05%) Oracle
3 3 (15.79%) Microsoft
3 3 (15.79%) SAP
4 2 (10.53%) Informatica
4 2 (10.53%) MicroStrategy
5 1 (5.26%) Cognos
5 1 (5.26%) Jaspersoft
Cambridgeshire
Harvey Nash plc
Rate: £400 - £450 per day
Posted: Yesterday