The following table provides summary statistics for contract job vacancies advertised in Oxfordshire 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 23 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)
South East / Oxfordshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 44 21 36
Rank change year-on-year -23 +15  
Contract jobs citing ETL 27 44 35
As % of all contract IT jobs advertised in Oxfordshire 4.25% 7.47% 4.62%
As % of the Processes & Methodologies category 5.16% 9.32% 5.71%
Number of daily rates quoted 23 42 27
Median daily rate £475 £385 £450
Median daily rate % change year-on-year +23.37% -14.44%  
90% offered a daily rate of more than £406 £350 £412
10% offered a daily rate of more than £550 £513 £527
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Oxfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Oxfordshire
Contract job vacancies with a requirement for process and methodology skills 523 472 613
As % of all contract IT job vacancies advertised in Oxfordshire 82.36% 80.14% 80.87%
Number of daily rates quoted 394 347 406
Median daily rate £470 £415 £403
Median daily rate % change year-on-year +13.25% +3.10%  
90% offered a daily rate of more than £313 £310 £275
10% offered a daily rate of more than £580 £525 £508
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 14 13 29
Median hourly rate £14.00 £16.00 £22.00
Median hourly rate % change year-on-year -12.50% -27.27%  
90% offered a hourly rate of more than £11.00 £14.00 £13.35
10% offered a hourly rate of more than £36.00 £40.50 £45.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

ETL
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire 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 Oxfordshire

ETL
Contractor Daily Rate Trend in Oxfordshire

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

Contractor daily rate trend for ETL in Oxfordshire

ETL
Contractor Daily Rate Histogram in Oxfordshire

The daily rate distribution of IT jobs citing ETL in Oxfordshire over the 3 months to 23 June 2017.

Contractor daily rate histogram for ETL in Oxfordshire

ETL
Contractor Hourly Rate Trend in Oxfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Oxfordshire.

Contractor hourly rate trend for ETL in Oxfordshire

ETL
Contract Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Oxfordshire region over the 3 months to 23 June 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
Oxford -14 18 £500 +28.20% 1
Kidlington -1 2 £450 +18.42%
ETL
South East

For the 6 months to 23 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 Oxfordshire region with a requirement for ETL.

1 33 (61.11%) Agile Software Development
2 31 (57.41%) SQL
3 30 (55.56%) Talend Open Studio
3 30 (55.56%) Talend
4 28 (51.85%) Data Warehouse
5 26 (48.15%) Oracle
6 24 (44.44%) Business Intelligence
6 24 (44.44%) Kimball Methodology
7 22 (40.74%) Oracle Database
8 20 (37.04%) Data Modelling
9 19 (35.19%) Performance Tuning
10 18 (33.33%) Java
11 17 (31.48%) PL/SQL
11 17 (31.48%) Finance
11 17 (31.48%) Oracle BI EE
12 14 (25.93%) Test Automation
13 13 (24.07%) RESTful
13 13 (24.07%) Dimensional Modelling
13 13 (24.07%) Waterfall
13 13 (24.07%) Continuous Integration
13 13 (24.07%) JIRA
14 12 (22.22%) XML
15 11 (20.37%) Software Engineering
15 11 (20.37%) Integration Testing
16 10 (18.52%) SQL Server
16 10 (18.52%) Web Services
17 9 (16.67%) XML Schema
17 9 (16.67%) SOAP
17 9 (16.67%) SQL Server Integration Services
18 8 (14.81%) Apache Camel

ETL
Co-occurring IT Skills in Oxfordshire 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 8 (14.81%) JBoss
2 2 (3.70%) Apache
2 2 (3.70%) Apache Solr
2 2 (3.70%) Apache Spark
2 2 (3.70%) Elasticsearch
2 2 (3.70%) nginx
2 2 (3.70%) Tomcat
Business Applications
1 6 (11.11%) Markit EDM
2 1 (1.85%) Siebel CRM
Cloud Services
1 7 (12.96%) Microsoft Azure
2 5 (9.26%) Amazon AWS
2 5 (9.26%) Boomi
3 2 (3.70%) Amazon EMR
3 2 (3.70%) Google Analytics
4 1 (1.85%) Azure Machine Learning
Communications & Networking
1 4 (7.41%) FTP
2 1 (1.85%) Internet
Database & Business Intelligence
1 28 (51.85%) Data Warehouse
2 22 (40.74%) Oracle Database
3 17 (31.48%) Oracle BI EE
4 10 (18.52%) SQL Server
5 9 (16.67%) SQL Server Integration Services
6 6 (11.11%) Big Data
7 4 (7.41%) Oracle OWB
7 4 (7.41%) SQL Server 2008
7 4 (7.41%) SQL Server Reporting Services
8 2 (3.70%) NoSQL
8 2 (3.70%) Oracle ODI
8 2 (3.70%) Power BI
8 2 (3.70%) SQL Server 2014
8 2 (3.70%) SQL Server Analysis Services
9 1 (1.85%) JasperReports
9 1 (1.85%) Oracle Database 11g
9 1 (1.85%) QlikView
Development Applications
1 30 (55.56%) Talend Open Studio
2 13 (24.07%) JIRA
3 3 (5.56%) Git (software)
4 2 (3.70%) Atlassian Bamboo
4 2 (3.70%) Gradle
4 2 (3.70%) Selenium
4 2 (3.70%) Subversion
5 1 (1.85%) Jenkins
5 1 (1.85%) Sonatype Nexus
General
1 17 (31.48%) Finance
2 4 (7.41%) Publishing
3 2 (3.70%) Front Office
4 1 (1.85%) Marketing
Job Titles
1 43 (79.63%) Developer
2 16 (29.63%) Data Warehouse Developer
2 16 (29.63%) SQL Developer
3 9 (16.67%) Talend Developer
4 8 (14.81%) ETL Developer
4 8 (14.81%) Integration Developer
5 6 (11.11%) Java Developer
5 6 (11.11%) OBIEE Developer
6 4 (7.41%) Consultant
7 3 (5.56%) Architect
7 3 (5.56%) Database Developer
7 3 (5.56%) Oracle Data Warehouse Developer
7 3 (5.56%) Oracle Developer
8 2 (3.70%) Business Intelligence Developer
8 2 (3.70%) Data Architect
8 2 (3.70%) Data Consultant
8 2 (3.70%) Oracle Consultant
8 2 (3.70%) Python Developer
8 2 (3.70%) Software Development Manager
8 2 (3.70%) Software Manager
Libraries, Frameworks & Software Standards
1 13 (24.07%) RESTful
2 12 (22.22%) XML
3 10 (18.52%) Web Services
4 9 (16.67%) SOAP
4 9 (16.67%) XML Schema
5 8 (14.81%) Apache Camel
5 8 (14.81%) Apache CXF
5 8 (14.81%) Hibernate
5 8 (14.81%) JPA
5 8 (14.81%) Spring
6 3 (5.56%) .NET
6 3 (5.56%) JSON
7 2 (3.70%) Django
7 2 (3.70%) Elastic Stack
7 2 (3.70%) Flask
7 2 (3.70%) Kafka
7 2 (3.70%) XSLT
8 1 (1.85%) Java EE
8 1 (1.85%) REST
8 1 (1.85%) Spring Integration
Miscellaneous
1 3 (5.56%) Computer Science
2 2 (3.70%) Linked Data
3 1 (1.85%) Analytical Skills
3 1 (1.85%) Greenfield Project
3 1 (1.85%) Management Information System
Operating Systems
1 2 (3.70%) Windows
2 1 (1.85%) Unix
Processes & Methodologies
1 33 (61.11%) Agile Software Development
2 24 (44.44%) Business Intelligence
2 24 (44.44%) Kimball Methodology
3 20 (37.04%) Data Modelling
4 19 (35.19%) Performance Tuning
5 14 (25.93%) Test Automation
6 13 (24.07%) Continuous Integration
6 13 (24.07%) Dimensional Modelling
6 13 (24.07%) Waterfall
7 11 (20.37%) Integration Testing
7 11 (20.37%) Software Engineering
8 7 (12.96%) TDD
9 6 (11.11%) Analytics
10 5 (9.26%) BDD
10 5 (9.26%) Migration
11 4 (7.41%) Data Integration
11 4 (7.41%) Data Management
11 4 (7.41%) Machine Learning
12 3 (5.56%) Continuous Improvement
12 3 (5.56%) Visualisation
Programming Languages
1 31 (57.41%) SQL
2 18 (33.33%) Java
3 17 (31.48%) PL/SQL
4 7 (12.96%) T-SQL
5 4 (7.41%) Python
6 2 (3.70%) Scala
7 1 (1.85%) C
7 1 (1.85%) C#
7 1 (1.85%) C++
7 1 (1.85%) JavaScript
Qualifications
1 2 (3.70%) Degree
1 2 (3.70%) Security Cleared
Quality Assurance & Compliance
1 3 (5.56%) Data Quality
2 1 (1.85%) PCI DSS
2 1 (1.85%) QA
System Software
1 2 (3.70%) Apache ZooKeeper
1 2 (3.70%) Docker
Vendors
1 30 (55.56%) Talend
2 26 (48.15%) Oracle
3 5 (9.26%) Dell
4 2 (3.70%) Google
4 2 (3.70%) Salesforce.com
5 1 (1.85%) Microsoft
5 1 (1.85%) Siebel
5 1 (1.85%) Tableau
5 1 (1.85%) TIBCO