Period
to 21 October 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 21 October 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
21 Oct 2018
Same period 2017 Same period 2016
Rank 55 29 59
Rank change year-on-year -26 +30 -9
Contract jobs citing ETL 19 34 6
As % of all contract IT jobs advertised in Swindon 2.35% 5.01% 0.89%
As % of the Processes & Methodologies category 2.70% 5.78% 1.08%
Number of daily rates quoted 17 28 6
Swindon median daily rate £500 £500 £430
Median daily rate % change year-on-year - +16.28% +10.26%
10th Percentile £382 £346 £375
90th Percentile £670 £640 £600
Wiltshire median daily rate £500 £500 £423
% change year-on-year - +18.34% +25.19%
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 705 588 555
As % of all contract IT jobs advertised in Swindon 87.14% 86.60% 82.47%
Number of daily rates quoted 495 422 408
Swindon median daily rate £450 £414 £400
Median daily rate % change year-on-year +8.76% +3.44% -
10th Percentile £325 £301 £268
90th Percentile £645 £575 £575
Wiltshire median daily rate £450 £420 £380
% change year-on-year +7.14% +10.53% -2.25%
Number of hourly rates quoted 9 6 3
Swindon median hourly rate £42.50 £13.43 £21.00
Median hourly rate % change year-on-year +216.46% -36.05% +27.27%
10th Percentile £11.17 £11.40 £18.50
90th Percentile £48.00 £28.75 £24.70
Wiltshire median hourly rate £42.50 £37.50 £37.25
% change year-on-year +13.33% +0.67% +24.17%

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 21 October 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 21 October 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 12 (63.16%) Data Warehouse
2 8 (42.11%) SQL Server
3 7 (36.84%) SQL
4 6 (31.58%) Business Intelligence
5 5 (26.32%) Agile Software Development
5 5 (26.32%) Data Architecture
5 5 (26.32%) Analytical Skills
6 4 (21.05%) SQL Server 2016
6 4 (21.05%) Big Data
6 4 (21.05%) Data Cleansing
6 4 (21.05%) Microsoft Azure
6 4 (21.05%) Integration Testing
6 4 (21.05%) Manufacturing
6 4 (21.05%) Validation
6 4 (21.05%) Unix
6 4 (21.05%) Linux
7 3 (15.79%) Oracle
7 3 (15.79%) Finance
7 3 (15.79%) Automotive
7 3 (15.79%) TOGAF
7 3 (15.79%) SQL Server Integration Services
7 3 (15.79%) Amazon AWS
7 3 (15.79%) Analytics
7 3 (15.79%) Performance Tuning
7 3 (15.79%) TOGAF Certification
8 2 (10.53%) Data Strategy
8 2 (10.53%) Data Lake
8 2 (10.53%) Apache Spark
8 2 (10.53%) Master Data Management
8 2 (10.53%) Ansible

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 (10.53%) Apache Spark
1 2 (10.53%) SAS
Cloud Services
1 4 (21.05%) Microsoft Azure
2 3 (15.79%) Amazon AWS
3 1 (5.26%) Azure Data Factory
Communications & Networking
1 1 (5.26%) SSH
Database & Business Intelligence
1 12 (63.16%) Data Warehouse
2 8 (42.11%) SQL Server
3 4 (21.05%) Big Data
3 4 (21.05%) SQL Server 2016
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) Base SAS
5 2 (10.53%) Data Lake
5 2 (10.53%) Hadoop
5 2 (10.53%) SAS Data Integration Studio
5 2 (10.53%) SAS Enterprise Guide
5 2 (10.53%) SQL Server Analysis Services
5 2 (10.53%) SQL Server Reporting Services
6 1 (5.26%) Amazon Redshift
6 1 (5.26%) Apache Hive
6 1 (5.26%) Enterprise Data Warehouse
6 1 (5.26%) OLTP
6 1 (5.26%) Oracle Reports
6 1 (5.26%) Power BI
6 1 (5.26%) PowerCenter
6 1 (5.26%) Relational Database
Development Applications
1 2 (10.53%) Atlassian Bamboo
1 2 (10.53%) Git (software)
1 2 (10.53%) Jenkins
2 1 (5.26%) Team Foundation Server
General
1 4 (21.05%) Manufacturing
2 3 (15.79%) Automotive
2 3 (15.79%) Finance
3 1 (5.26%) Retail
Job Titles
1 7 (36.84%) Developer
2 6 (31.58%) Architect
3 5 (26.32%) Business Intelligence Architect
4 2 (10.53%) DevOps Engineer
4 2 (10.53%) ETL Developer
4 2 (10.53%) SAS Developer
4 2 (10.53%) Senior Developer
4 2 (10.53%) Senior ETL Developer
4 2 (10.53%) SQL BI Architect
4 2 (10.53%) SQL Server Architect
4 2 (10.53%) Tester
5 1 (5.26%) Administrator
5 1 (5.26%) Data Architect
5 1 (5.26%) DBA
5 1 (5.26%) ETL Architect
5 1 (5.26%) ETL Tester
5 1 (5.26%) Informatica Developer
5 1 (5.26%) Microsoft BI Architect
5 1 (5.26%) SQL DBA
5 1 (5.26%) Tableau Developer
Miscellaneous
1 5 (26.32%) Analytical Skills
2 1 (5.26%) Greenfield Project
2 1 (5.26%) Mainframe
2 1 (5.26%) PKI
2 1 (5.26%) Self-Motivation
Operating Systems
1 4 (21.05%) Linux
1 4 (21.05%) Unix
2 1 (5.26%) Windows
Processes & Methodologies
1 6 (31.58%) Business Intelligence
2 5 (26.32%) Agile Software Development
2 5 (26.32%) Data Architecture
3 4 (21.05%) Data Cleansing
3 4 (21.05%) Integration Testing
3 4 (21.05%) Validation
4 3 (15.79%) Analytics
4 3 (15.79%) Performance Tuning
4 3 (15.79%) TOGAF
5 2 (10.53%) Data Management
5 2 (10.53%) Data Modelling
5 2 (10.53%) Data Strategy
5 2 (10.53%) Data Validation
5 2 (10.53%) DevOps
5 2 (10.53%) Functional Testing
5 2 (10.53%) Master Data Management
5 2 (10.53%) Regression Testing
5 2 (10.53%) Release Management
5 2 (10.53%) System Testing
5 2 (10.53%) Test Strategy
Programming Languages
1 7 (36.84%) SQL
2 2 (10.53%) R
2 2 (10.53%) SAS Macro
3 1 (5.26%) Python
3 1 (5.26%) T-SQL
Qualifications
1 3 (15.79%) TOGAF Certification
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
1 2 (10.53%) QA
Systems Management
1 2 (10.53%) Ansible
1 2 (10.53%) Puppet
2 1 (5.26%) Kubernetes
Vendors
1 3 (15.79%) Oracle
2 2 (10.53%) DataFlux
2 2 (10.53%) Informatica
2 2 (10.53%) Microsoft
2 2 (10.53%) Teradata
3 1 (5.26%) Alteryx
3 1 (5.26%) Tableau