Period
to 23 January 2018

The following table provides summary statistics for contract job vacancies advertised in Oxford 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 23 January 2018 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)
Oxfordshire > Oxford
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 72 36 50
Rank change year-on-year -36 +14 -25
Contract jobs citing ETL 10 34 21
As % of all contract IT jobs advertised in Oxford 1.43% 5.07% 3.42%
As % of the Processes & Methodologies category 1.63% 5.87% 4.04%
Number of daily rates quoted 10 30 17
Oxford median daily rate £550 £500 £415
Median daily rate % change year-on-year +10.00% +20.48% -7.78%
10th Percentile £476 £381 £213
90th Percentile £580 £520 £450
Oxfordshire median daily rate £500 £479 £410
% change year-on-year +4.38% +16.83% -8.89%
Number of hourly rates quoted 0 1 1
Oxford median hourly rate - £23.19 £45.00
Median hourly rate % change year-on-year - -48.47% -
Oxfordshire median hourly rate - £23.19 £45.00
% change year-on-year - -48.47% -

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 Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Contract vacancies with a requirement for process or methodology skills 612 579 520
As % of all contract IT jobs advertised in Oxford 87.68% 86.42% 84.69%
Number of daily rates quoted 532 442 431
Oxford median daily rate £450 £435 £400
Median daily rate % change year-on-year +3.45% +8.75% -5.33%
10th Percentile £300 £178 £198
90th Percentile £600 £575 £525
Oxfordshire median daily rate £450 £425 £388
% change year-on-year +5.88% +9.68% -3.13%
Number of hourly rates quoted 8 13 24
Oxford median hourly rate £30.25 £20.00 £52.50
Median hourly rate % change year-on-year +51.25% -61.90% +275.00%
10th Percentile £16.25 £13.69 £16.93
90th Percentile £77.50 £37.10 £108.63
Oxfordshire median hourly rate £20.50 £17.43 £27.50
% change year-on-year +17.61% -36.62% +61.76%

ETL
Job Vacancy Trend in Oxford

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

Job vacancy trend for ETL in Oxford

ETL
Contractor Daily Rate Trend in Oxford

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

Contractor daily rate trend for ETL in Oxford

ETL
Contractor Daily Rate Histogram in Oxford

The daily rate distribution of IT jobs citing ETL in Oxford over the 6 months to 23 January 2018.

Contractor daily rate histogram for ETL in Oxford

For the 6 months to 23 January 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Oxford region with a requirement for ETL.

1 7 (70.00%) Agile Software Development
1 7 (70.00%) SQL Server Integration Services
1 7 (70.00%) T-SQL
1 7 (70.00%) SQL Server
1 7 (70.00%) Data Modelling
1 7 (70.00%) FTP
1 7 (70.00%) Dell
1 7 (70.00%) RESTful
1 7 (70.00%) Markit EDM
1 7 (70.00%) Boomi
2 6 (60.00%) Kimball Methodology
2 6 (60.00%) SQL Server 2008
2 6 (60.00%) Finance
2 6 (60.00%) Data Management
3 5 (50.00%) C#
4 4 (40.00%) Java
4 4 (40.00%) OOP
4 4 (40.00%) OO
4 4 (40.00%) Data Warehouse
4 4 (40.00%) Salesforce.com
4 4 (40.00%) SQL
4 4 (40.00%) Microsoft
4 4 (40.00%) Amazon S3
4 4 (40.00%) Amazon AWS
4 4 (40.00%) ETL Development
4 4 (40.00%) Data Structures
4 4 (40.00%) Amazon Glacier
5 3 (30.00%) Performance Tuning
5 3 (30.00%) Process Improvement
5 3 (30.00%) Business Intelligence

ETL
Co-occurring IT Skills in Oxford 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 7 (70.00%) Markit EDM
Cloud Services
1 7 (70.00%) Boomi
2 4 (40.00%) Amazon AWS
2 4 (40.00%) Amazon Glacier
2 4 (40.00%) Amazon S3
Communications & Networking
1 7 (70.00%) FTP
Database & Business Intelligence
1 7 (70.00%) SQL Server
1 7 (70.00%) SQL Server Integration Services
2 6 (60.00%) SQL Server 2008
3 4 (40.00%) Data Warehouse
4 1 (10.00%) SQL Server Reporting Services
Development Applications
1 2 (20.00%) JIRA
General
1 6 (60.00%) Finance
2 2 (20.00%) Front Office
Job Titles
1 10 (100.00%) Developer
2 8 (80.00%) ETL Developer
3 3 (30.00%) Business Intelligence Developer
4 2 (20.00%) Business Intelligence Specialist
4 2 (20.00%) Data Integration Developer
4 2 (20.00%) Data Integration Specialist
4 2 (20.00%) Data Warehouse Developer
4 2 (20.00%) Data Warehouse Specialist
4 2 (20.00%) Database Developer
4 2 (20.00%) ETL Specialist
4 2 (20.00%) Integration Developer
4 2 (20.00%) Integration Specialist
4 2 (20.00%) SQL BI Developer
4 2 (20.00%) SQL Developer
4 2 (20.00%) Talend Developer
5 1 (10.00%) Microsoft BI Developer
5 1 (10.00%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 7 (70.00%) RESTful
Miscellaneous
1 4 (40.00%) Data Structures
2 1 (10.00%) Greenfield Project
Processes & Methodologies
1 7 (70.00%) Agile Software Development
1 7 (70.00%) Data Modelling
2 6 (60.00%) Data Management
2 6 (60.00%) Kimball Methodology
3 4 (40.00%) ETL Development
3 4 (40.00%) OO
3 4 (40.00%) OOP
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Performance Tuning
4 3 (30.00%) Process Improvement
5 2 (20.00%) Analytics
5 2 (20.00%) Data Architecture
5 2 (20.00%) Data Integration
5 2 (20.00%) Dimensional Modelling
5 2 (20.00%) Software Engineering
5 2 (20.00%) Stakeholder Management
Programming Languages
1 7 (70.00%) T-SQL
2 5 (50.00%) C#
3 4 (40.00%) Java
3 4 (40.00%) SQL
4 2 (20.00%) PL/SQL
Vendors
1 7 (70.00%) Dell
2 4 (40.00%) Microsoft
2 4 (40.00%) Salesforce.com
3 2 (20.00%) Talend