Period
to 13 December 2018

The following table provides summary statistics for contract job vacancies advertised in Swindon 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 13 December 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)
Wiltshire > Swindon
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 59 22 51
Rank change year-on-year -37 +29 -6
Contract jobs citing ETL 15 48 11
As % of all contract IT jobs advertised in Swindon 1.66% 6.59% 1.67%
As % of the Processes & Methodologies category 1.93% 7.69% 1.95%
Number of daily rates quoted 14 42 8
Swindon median daily rate £445 £481 £428
Median daily rate % change year-on-year -7.53% +12.57% +26.67%
10th Percentile £377 £360 £314
90th Percentile £566 £731 £600
Wiltshire median daily rate £445 £475 £413
% change year-on-year -6.32% +15.15% +20.88%
Number of hourly rates quoted 0 0 0
Swindon median hourly rate - - -
Wiltshire median hourly rate - - -

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 Swindon with a requirement for process or methodology skills.

All Process and Methodology Skills
Swindon
Contract vacancies with a requirement for process or methodology skills 776 624 564
As % of all contract IT jobs advertised in Swindon 85.84% 85.71% 85.58%
Number of daily rates quoted 539 468 426
Swindon median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £325 £309 £275
90th Percentile £650 £585 £575
Wiltshire median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +5.26%
Number of hourly rates quoted 6 9 3
Swindon median hourly rate £43.75 £13.00 £21.00
Median hourly rate % change year-on-year +236.54% -38.10% +23.55%
10th Percentile £25.13 £12.40 £18.50
90th Percentile £47.50 £28.75 £24.70
Wiltshire median hourly rate £44.38 £27.50 £38.50
% change year-on-year +61.36% -28.57% +13.24%

ETL
Job Vacancy Trend in Swindon

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

Job vacancy trend for ETL in Swindon

ETL
Contractor Daily Rate Trend in Swindon

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

Contractor daily rate trend for ETL in Swindon

ETL
Contractor Daily Rate Histogram in Swindon

The daily rate distribution of IT jobs citing ETL in Swindon over the 6 months to 13 December 2018.

Contractor daily rate histogram for ETL in Swindon

ETL
Contractor Hourly Rate Trend in Swindon

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

Contractor hourly rate trend for ETL in Swindon

For the 6 months to 13 December 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 Swindon region with a requirement for ETL.

1 9 (60.00%) SQL
2 8 (53.33%) Data Warehouse
3 6 (40.00%) SQL Server
4 4 (26.67%) Unix
4 4 (26.67%) Linux
4 4 (26.67%) Finance
4 4 (26.67%) SQL Server Reporting Services
4 4 (26.67%) SQL Server Integration Services
4 4 (26.67%) SQL Server Analysis Services
5 3 (20.00%) Agile Software Development
5 3 (20.00%) Microsoft Azure
5 3 (20.00%) Amazon AWS
5 3 (20.00%) Oracle
5 3 (20.00%) Business Intelligence
5 3 (20.00%) Performance Tuning
6 2 (13.33%) Problem-Solving
6 2 (13.33%) Big Data
6 2 (13.33%) Functional Testing
6 2 (13.33%) Test Strategy
6 2 (13.33%) Jenkins
6 2 (13.33%) Ansible
6 2 (13.33%) DevOps
6 2 (13.33%) SAS Data Integration Studio
6 2 (13.33%) Analytical Skills
6 2 (13.33%) T-SQL
6 2 (13.33%) SAS
6 2 (13.33%) Regression Testing
6 2 (13.33%) Validation
6 2 (13.33%) Puppet
6 2 (13.33%) Base SAS

ETL
Co-occurring IT Skills in Swindon 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 2 (13.33%) SAS
2 1 (6.67%) Apache Spark
Cloud Services
1 3 (20.00%) Amazon AWS
1 3 (20.00%) Microsoft Azure
Communications & Networking
1 1 (6.67%) SSH
Database & Business Intelligence
1 8 (53.33%) Data Warehouse
2 6 (40.00%) SQL Server
3 4 (26.67%) SQL Server Analysis Services
3 4 (26.67%) SQL Server Integration Services
3 4 (26.67%) SQL Server Reporting Services
4 2 (13.33%) Base SAS
4 2 (13.33%) Big Data
4 2 (13.33%) SAS Data Integration Studio
4 2 (13.33%) SAS Enterprise Guide
5 1 (6.67%) Amazon Redshift
5 1 (6.67%) Apache Hive
5 1 (6.67%) Data Lake
5 1 (6.67%) Data Mining
5 1 (6.67%) Hadoop
5 1 (6.67%) Oracle Reports
5 1 (6.67%) Power BI
5 1 (6.67%) PowerCenter
5 1 (6.67%) SQL Server 2016
5 1 (6.67%) Star Schema
Development Applications
1 2 (13.33%) Atlassian Bamboo
1 2 (13.33%) Git (software)
1 2 (13.33%) Jenkins
2 1 (6.67%) Team Foundation Server
General
1 4 (26.67%) Finance
2 1 (6.67%) Automotive
2 1 (6.67%) Legal
2 1 (6.67%) Manufacturing
Job Titles
1 8 (53.33%) Developer
2 3 (20.00%) Business Intelligence Developer
3 2 (13.33%) DevOps Engineer
3 2 (13.33%) ETL Developer
3 2 (13.33%) SAS Developer
3 2 (13.33%) SQL BI Developer
3 2 (13.33%) SQL Developer
3 2 (13.33%) SSAS Developer
3 2 (13.33%) SSIS Developer
3 2 (13.33%) Tester
4 1 (6.67%) Consultant
4 1 (6.67%) Data Architect
4 1 (6.67%) ETL Tester
4 1 (6.67%) Informatica Developer
4 1 (6.67%) SQL DBA
4 1 (6.67%) SQL Server BI Developer
4 1 (6.67%) SQL Server Developer
4 1 (6.67%) SSRS Developer
4 1 (6.67%) Tableau Developer
4 1 (6.67%) Test Consultant
Miscellaneous
1 2 (13.33%) Analytical Skills
2 1 (6.67%) Mainframe
2 1 (6.67%) PKI
2 1 (6.67%) Self-Motivation
Operating Systems
1 4 (26.67%) Linux
1 4 (26.67%) Unix
2 1 (6.67%) Windows
Processes & Methodologies
1 3 (20.00%) Agile Software Development
1 3 (20.00%) Business Intelligence
1 3 (20.00%) Performance Tuning
2 2 (13.33%) Data Validation
2 2 (13.33%) DevOps
2 2 (13.33%) Functional Testing
2 2 (13.33%) Integration Testing
2 2 (13.33%) Problem-Solving
2 2 (13.33%) Regression Testing
2 2 (13.33%) System Testing
2 2 (13.33%) Test Strategy
2 2 (13.33%) Validation
3 1 (6.67%) Data Integration
3 1 (6.67%) Data Management
3 1 (6.67%) Data Modelling
3 1 (6.67%) Dimensional Modelling
3 1 (6.67%) Migration
3 1 (6.67%) Scrum
3 1 (6.67%) Test Planning
3 1 (6.67%) Visualisation
Programming Languages
1 9 (60.00%) SQL
2 2 (13.33%) SAS Macro
2 2 (13.33%) T-SQL
3 1 (6.67%) Python
3 1 (6.67%) R
3 1 (6.67%) VB
Quality Assurance & Compliance
1 2 (13.33%) QA
2 1 (6.67%) Data Quality
Systems Management
1 2 (13.33%) Ansible
1 2 (13.33%) Puppet
2 1 (6.67%) Kubernetes
Vendors
1 3 (20.00%) Oracle
2 2 (13.33%) DataFlux
3 1 (6.67%) Alteryx
3 1 (6.67%) Informatica
3 1 (6.67%) Tableau
3 1 (6.67%) Teradata