Period
to 23 April 2019

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 23 April 2019 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
23 Apr 2019
Same period 2018 Same period 2017
Rank 59 23 48
Rank change year-on-year -36 +25 +1
Contract jobs citing ETL 21 36 16
As % of all contract IT jobs advertised in Swindon 2.10% 6.11% 2.29%
As % of the Processes & Methodologies category 2.58% 7.64% 2.75%
Number of daily rates quoted 17 31 7
Swindon median daily rate £450 £450 £400
Median daily rate % change year-on-year - +12.50% +6.67%
10th Percentile £382 £369 £313
90th Percentile £550 £731 £503
Wiltshire median daily rate £450 £450 £400
% change year-on-year - +12.50% +11.11%
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 813 471 581
As % of all contract IT jobs advertised in Swindon 81.38% 79.97% 83.24%
Number of daily rates quoted 570 354 392
Swindon median daily rate £450 £425 £423
Median daily rate % change year-on-year +5.88% +0.59% +12.67%
10th Percentile £325 £310 £266
90th Percentile £650 £635 £575
Wiltshire median daily rate £475 £430 £403
% change year-on-year +10.47% +6.83% +7.33%
Number of hourly rates quoted 8 5 3
Swindon median hourly rate £21.08 £17.50 £50.00
Median hourly rate % change year-on-year +20.43% -65.00% +284.62%
10th Percentile £12.47 £13.00 £22.50
90th Percentile £49.38 £25.45 £56.50
Wiltshire median hourly rate £45.00 £28.75 £38.50
% change year-on-year +56.52% -25.32% +6.21%

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 23 April 2019.

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 23 April 2019, 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 16 (76.19%) Data Warehouse
2 12 (57.14%) SQL
3 11 (52.38%) SQL Server
3 11 (52.38%) SQL Server Reporting Services
4 9 (42.86%) SQL Server Integration Services
5 8 (38.10%) Finance
5 8 (38.10%) Amazon AWS
5 8 (38.10%) Analytical Skills
5 8 (38.10%) Power BI
6 7 (33.33%) Business Intelligence
6 7 (33.33%) SQL Server Analysis Services
6 7 (33.33%) Data Migration
6 7 (33.33%) Migration
7 5 (23.81%) T-SQL
7 5 (23.81%) Microsoft Azure
7 5 (23.81%) Amazon Aurora
7 5 (23.81%) Amazon Redshift
7 5 (23.81%) Open Source
8 4 (19.05%) Data Transformation
8 4 (19.05%) Performance Tuning
8 4 (19.05%) Data Deduplication
8 4 (19.05%) Data Cleansing
9 3 (14.29%) Agile Software Development
9 3 (14.29%) Microsoft
9 3 (14.29%) BusinessObjects
9 3 (14.29%) Dynamics 365
9 3 (14.29%) Self-Motivation
9 3 (14.29%) SQL Server 2012
9 3 (14.29%) Performance Testing
9 3 (14.29%) Visualisation

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 1 (4.76%) Apache Solr
1 1 (4.76%) Apache Spark
1 1 (4.76%) SAS
1 1 (4.76%) SharePoint
Applications
1 1 (4.76%) Microsoft Excel
1 1 (4.76%) Microsoft Office
1 1 (4.76%) Spreadsheet
Cloud Services
1 8 (38.10%) Amazon AWS
2 5 (23.81%) Microsoft Azure
3 3 (14.29%) Dynamics 365
4 1 (4.76%) IBM Cloud
Database & Business Intelligence
1 16 (76.19%) Data Warehouse
2 11 (52.38%) SQL Server
2 11 (52.38%) SQL Server Reporting Services
3 9 (42.86%) SQL Server Integration Services
4 8 (38.10%) Power BI
5 7 (33.33%) SQL Server Analysis Services
6 5 (23.81%) Amazon Aurora
6 5 (23.81%) Amazon Redshift
7 3 (14.29%) BusinessObjects
7 3 (14.29%) SQL Server 2012
8 1 (4.76%) Azure SQL Database
8 1 (4.76%) Base SAS
8 1 (4.76%) Big Data
8 1 (4.76%) Data Mining
8 1 (4.76%) Hadoop
8 1 (4.76%) MS Access
8 1 (4.76%) PerformancePoint
8 1 (4.76%) SAS Enterprise Guide
8 1 (4.76%) SQL Server 2016
8 1 (4.76%) Star Schema
Development Applications
1 3 (14.29%) Visual Studio Team System
2 1 (4.76%) Team Foundation Server
General
1 8 (38.10%) Finance
2 1 (4.76%) Automotive
2 1 (4.76%) Legal
2 1 (4.76%) Manufacturing
Job Titles
1 10 (47.62%) Developer
2 5 (23.81%) Business Intelligence Developer
3 4 (19.05%) SQL Developer
4 3 (14.29%) Administrator
4 3 (14.29%) Analyst
4 3 (14.29%) Data Warehouse Developer
4 3 (14.29%) DBA
4 3 (14.29%) SQL BI Developer
4 3 (14.29%) SQL DBA
4 3 (14.29%) SSIS Developer
5 2 (9.52%) Consultant
5 2 (9.52%) Data Analyst
5 2 (9.52%) ETL Consultant
5 2 (9.52%) ETL Developer
5 2 (9.52%) Financial Analyst
5 2 (9.52%) SSAS Developer
5 2 (9.52%) SSRS Developer
5 2 (9.52%) Test Analyst
6 1 (4.76%) Data Warehouse Analyst
6 1 (4.76%) Developer Analyst
Libraries, Frameworks & Software Standards
1 2 (9.52%) Web Services
2 1 (4.76%) Apache NiFi
2 1 (4.76%) Kafka
2 1 (4.76%) MDX
Miscellaneous
1 8 (38.10%) Analytical Skills
2 3 (14.29%) Self-Motivation
3 2 (9.52%) Data Structures
Operating Systems
1 1 (4.76%) Unix
Processes & Methodologies
1 7 (33.33%) Business Intelligence
1 7 (33.33%) Data Migration
1 7 (33.33%) Migration
2 5 (23.81%) Open Source
3 4 (19.05%) Data Cleansing
3 4 (19.05%) Data Deduplication
3 4 (19.05%) Data Transformation
3 4 (19.05%) Performance Tuning
4 3 (14.29%) Agile Software Development
4 3 (14.29%) Capacity Planning
4 3 (14.29%) Performance Testing
4 3 (14.29%) Visualisation
5 2 (9.52%) Data Security
5 2 (9.52%) Kimball Methodology
5 2 (9.52%) Problem-Solving
5 2 (9.52%) Regression Testing
5 2 (9.52%) System Integration Testing
5 2 (9.52%) Test Automation
5 2 (9.52%) User Acceptance Testing
6 1 (4.76%) Validation
Programming Languages
1 12 (57.14%) SQL
2 5 (23.81%) T-SQL
3 2 (9.52%) VB
4 1 (4.76%) C
4 1 (4.76%) R
4 1 (4.76%) SAS Macro
4 1 (4.76%) VBA
Qualifications
1 1 (4.76%) BPSS Clearance
1 1 (4.76%) Computer Science Degree
1 1 (4.76%) DBS Check
1 1 (4.76%) Degree
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
Vendors
1 3 (14.29%) Microsoft
2 1 (4.76%) DataFlux
2 1 (4.76%) Greenplum
2 1 (4.76%) Hortonworks
2 1 (4.76%) Informatica
2 1 (4.76%) Netezza
2 1 (4.76%) Teradata