Period
to 20 November 2017

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 6 months to 20 November 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
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 71 55 54
Rank change year-on-year -16 -1 -12
Contract jobs citing ETL 36 56 50
As % of all contract IT jobs advertised in Oxfordshire 2.91% 4.47% 3.75%
As % of the Processes & Methodologies category 3.51% 5.14% 4.63%
Number of daily rates quoted 31 53 38
Oxfordshire median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £425 £331 £272
90th Percentile £575 £520 £527
South East median daily rate £425 £415 £400
% change year-on-year +2.41% +3.75% -
Number of hourly rates quoted 0 0 1
Oxfordshire median hourly rate - - £45.00
South East median hourly rate £56.50 £30.00 £22.50
% change year-on-year +88.33% +33.33% -88.16%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Contract vacancies with a requirement for process or methodology skills 1026 1090 1081
As % of all contract IT jobs advertised in Oxfordshire 83.08% 86.99% 80.97%
Number of daily rates quoted 837 783 791
Oxfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £300 £213 £230
90th Percentile £588 £538 £520
South East median daily rate £425 £400 £393
% change year-on-year +6.25% +1.91% +4.67%
Number of hourly rates quoted 16 29 42
Oxfordshire median hourly rate £23.00 £20.00 £22.50
Median hourly rate % change year-on-year +15.00% -11.11% +55.17%
10th Percentile £13.67 £14.35 £12.57
90th Percentile £77.50 £44.15 £55.00
South East median hourly rate £23.00 £27.13 £26.50
% change year-on-year -15.21% +2.36% +51.43%

ETL
Job Vacancy Trend in Oxfordshire

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

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 6 months to 20 November 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 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford -11 25 £495 +16.47% 2
Kidlington - 2 £463 - 1
ETL
South East

For the 6 months to 20 November 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 26 (72.22%) Agile Software Development
2 25 (69.44%) SQL
3 23 (63.89%) Data Warehouse
3 23 (63.89%) Kimball Methodology
4 20 (55.56%) Business Intelligence
5 17 (47.22%) Talend Open Studio
5 17 (47.22%) Talend
6 16 (44.44%) SQL Server Integration Services
6 16 (44.44%) Data Modelling
7 15 (41.67%) PL/SQL
7 15 (41.67%) Performance Tuning
8 14 (38.89%) SQL Server
8 14 (38.89%) Dimensional Modelling
9 13 (36.11%) Data Integration
10 12 (33.33%) Software Engineering
10 12 (33.33%) Data Management
11 10 (27.78%) T-SQL
12 9 (25.00%) Markit EDM
12 9 (25.00%) Finance
12 9 (25.00%) JIRA
13 8 (22.22%) Data Architecture
13 8 (22.22%) Stakeholder Management
13 8 (22.22%) Microsoft
14 7 (19.44%) Dell
14 7 (19.44%) FTP
14 7 (19.44%) RESTful
14 7 (19.44%) SQL Server Reporting Services
14 7 (19.44%) Boomi
15 6 (16.67%) ETL Development
15 6 (16.67%) Waterfall

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:

Business Applications
1 9 (25.00%) Markit EDM
2 2 (5.56%) Dynamics CRM
3 1 (2.78%) Bloomberg AIM
3 1 (2.78%) Salesforce.com CRM
3 1 (2.78%) thinkFolio
Cloud Services
1 7 (19.44%) Boomi
2 6 (16.67%) Amazon AWS
3 5 (13.89%) Microsoft Azure
4 4 (11.11%) Amazon Glacier
4 4 (11.11%) Amazon S3
5 1 (2.78%) Azure Data Factory
5 1 (2.78%) Azure Machine Learning
Communications & Networking
1 7 (19.44%) FTP
Database & Business Intelligence
1 23 (63.89%) Data Warehouse
2 16 (44.44%) SQL Server Integration Services
3 14 (38.89%) SQL Server
4 7 (19.44%) SQL Server Reporting Services
5 6 (16.67%) Oracle BI EE
5 6 (16.67%) SQL Server 2008
6 4 (11.11%) Oracle Database
7 3 (8.33%) Power BI
7 3 (8.33%) SQL Server Analysis Services
8 1 (2.78%) Azure SQL Data Warehouse
8 1 (2.78%) Azure SQL Database
8 1 (2.78%) Big Data
8 1 (2.78%) Data Lake
8 1 (2.78%) HDInsight
8 1 (2.78%) NoSQL
8 1 (2.78%) OLAP
8 1 (2.78%) Oracle OWB
8 1 (2.78%) SQL Server 2014
8 1 (2.78%) SQL Server 2016
Development Applications
1 17 (47.22%) Talend Open Studio
2 9 (25.00%) JIRA
3 1 (2.78%) Atlassian Bamboo
General
1 9 (25.00%) Finance
2 3 (8.33%) Publishing
3 2 (5.56%) Front Office
4 1 (2.78%) Marketing
Job Titles
1 36 (100.00%) Developer
2 19 (52.78%) ETL Developer
3 14 (38.89%) Data Warehouse Developer
4 13 (36.11%) SQL Developer
5 10 (27.78%) Talend Developer
6 7 (19.44%) Business Intelligence Developer
7 4 (11.11%) OBIEE Developer
7 4 (11.11%) SSIS Developer
8 3 (8.33%) Business Intelligence Specialist
8 3 (8.33%) Data Integration Developer
8 3 (8.33%) Data Integration Specialist
8 3 (8.33%) Data Warehouse Specialist
8 3 (8.33%) ETL Specialist
8 3 (8.33%) Integration Developer
8 3 (8.33%) Integration Specialist
8 3 (8.33%) SQL BI Developer
9 2 (5.56%) Database Developer
9 2 (5.56%) PL/SQL Developer
10 1 (2.78%) Oracle Developer
10 1 (2.78%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 7 (19.44%) RESTful
2 2 (5.56%) MDX
3 1 (2.78%) Django
3 1 (2.78%) Flask
3 1 (2.78%) JSON
3 1 (2.78%) XML
3 1 (2.78%) XSLT
Miscellaneous
1 4 (11.11%) Data Structures
2 1 (2.78%) Greenfield Project
2 1 (2.78%) Management Information System
Processes & Methodologies
1 26 (72.22%) Agile Software Development
2 23 (63.89%) Kimball Methodology
3 20 (55.56%) Business Intelligence
4 16 (44.44%) Data Modelling
5 15 (41.67%) Performance Tuning
6 14 (38.89%) Dimensional Modelling
7 13 (36.11%) Data Integration
8 12 (33.33%) Data Management
8 12 (33.33%) Software Engineering
9 8 (22.22%) Data Architecture
9 8 (22.22%) Stakeholder Management
10 6 (16.67%) ETL Development
10 6 (16.67%) Waterfall
11 4 (11.11%) OO
11 4 (11.11%) OOP
12 3 (8.33%) Analytics
12 3 (8.33%) BDD
12 3 (8.33%) CRM
12 3 (8.33%) Migration
12 3 (8.33%) TDD
Programming Languages
1 25 (69.44%) SQL
2 15 (41.67%) PL/SQL
3 10 (27.78%) T-SQL
4 6 (16.67%) C#
4 6 (16.67%) Java
5 2 (5.56%) Data Analysis Expressions (DAX)
6 1 (2.78%) Python
Quality Assurance & Compliance
1 1 (2.78%) Data Quality
System Software
1 1 (2.78%) Docker
Vendors
1 17 (47.22%) Talend
2 8 (22.22%) Microsoft
3 7 (19.44%) Dell
4 5 (13.89%) Oracle
4 5 (13.89%) Salesforce.com
5 1 (2.78%) Bloomberg
5 1 (2.78%) Charles River
5 1 (2.78%) Tableau