Period
to 24 May 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 24 May 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
24 May 2018
Same period 2017 Same period 2016
Rank 38 45 54
Rank change year-on-year +7 +9 -8
Contract jobs citing ETL 18 20 13
As % of all contract IT jobs advertised in Swindon 3.18% 2.99% 1.86%
As % of the Processes & Methodologies category 3.97% 3.53% 2.28%
Number of daily rates quoted 16 11 12
Swindon median daily rate £500 £475 £329
Median daily rate % change year-on-year +5.26% +44.49% -26.94%
10th Percentile £402 £315 £305
90th Percentile £638 £500 £534
Wiltshire median daily rate £475 £425 £338
% change year-on-year +11.76% +25.93% -15.63%
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 453 567 570
As % of all contract IT jobs advertised in Swindon 80.04% 84.75% 81.66%
Number of daily rates quoted 324 380 410
Swindon median daily rate £439 £414 £375
Median daily rate % change year-on-year +6.04% +10.33% -8.87%
10th Percentile £311 £275 £260
90th Percentile £609 £575 £538
Wiltshire median daily rate £425 £410 £375
% change year-on-year +3.66% +9.33% -6.25%
Number of hourly rates quoted 3 4 14
Swindon median hourly rate £17.50 £33.75 £12.75
Median hourly rate % change year-on-year -48.15% +164.71% -25.00%
10th Percentile £12.44 £13.83 £11.30
90th Percentile £28.10 £56.00 £47.08
Wiltshire median hourly rate £35.00 £38.50 £35.00
% change year-on-year -9.09% +10.00% +76.39%

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 24 May 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 24 May 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 (50.00%) SQL
2 8 (44.44%) Unix
3 7 (38.89%) Data Warehouse
3 7 (38.89%) Finance
3 7 (38.89%) Validation
4 6 (33.33%) SAS
4 6 (33.33%) Business Intelligence
4 6 (33.33%) DataFlux
4 6 (33.33%) Base SAS
4 6 (33.33%) SAS Enterprise Guide
4 6 (33.33%) SAS Macro
4 6 (33.33%) Data Validation
4 6 (33.33%) Big Data
4 6 (33.33%) Performance Tuning
5 5 (27.78%) Apache Hive
5 5 (27.78%) Data Modelling
6 4 (22.22%) Oracle
6 4 (22.22%) Shell Script
6 4 (22.22%) SQL Server Integration Services
6 4 (22.22%) Kimball Methodology
6 4 (22.22%) Analytics
6 4 (22.22%) Oracle ODI
7 3 (16.67%) SAS Data Integration Studio
7 3 (16.67%) Apache Spark
7 3 (16.67%) Power BI
7 3 (16.67%) Teradata
7 3 (16.67%) Dimensional Modelling
7 3 (16.67%) Data Architecture
7 3 (16.67%) Oracle BI EE
7 3 (16.67%) PL/SQL

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 6 (33.33%) SAS
2 3 (16.67%) Apache Spark
Cloud Services
1 2 (11.11%) Microsoft Azure
2 1 (5.56%) Azure Data Factory
Communications & Networking
1 2 (11.11%) Kerberos
1 2 (11.11%) SSL
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 6 (33.33%) Base SAS
2 6 (33.33%) Big Data
2 6 (33.33%) SAS Enterprise Guide
3 5 (27.78%) Apache Hive
4 4 (22.22%) Oracle ODI
4 4 (22.22%) SQL Server Integration Services
5 3 (16.67%) Oracle BI EE
5 3 (16.67%) Power BI
5 3 (16.67%) SAS Data Integration Studio
6 2 (11.11%) Amazon Redshift
6 2 (11.11%) Hadoop
6 2 (11.11%) HBase
6 2 (11.11%) SQL Server
6 2 (11.11%) SQL Server 2016
6 2 (11.11%) Star Schema
7 1 (5.56%) OLTP
7 1 (5.56%) RDBMS
7 1 (5.56%) SQL Server Analysis Services
7 1 (5.56%) SQL Server Reporting Services
General
1 7 (38.89%) Finance
2 2 (11.11%) Automotive
2 2 (11.11%) Manufacturing
3 1 (5.56%) Marketing
3 1 (5.56%) Retail
3 1 (5.56%) Telecoms
Job Titles
1 9 (50.00%) Developer
2 4 (22.22%) SAS Developer
3 3 (16.67%) Administrator
3 3 (16.67%) Architect
3 3 (16.67%) ETL Developer
4 2 (11.11%) Business Intelligence Architect
4 2 (11.11%) Consultant
4 2 (11.11%) Hadoop Administrator
4 2 (11.11%) SAS Consultant
4 2 (11.11%) SQL Developer
5 1 (5.56%) Business Intelligence Lead
5 1 (5.56%) Data Analytics Analyst
5 1 (5.56%) Data Analytics Architect
5 1 (5.56%) Governance Analyst
5 1 (5.56%) Performance Consultant
5 1 (5.56%) Performance Tuning Consultant
5 1 (5.56%) Power BI Developer
5 1 (5.56%) Redshift Developer
5 1 (5.56%) SAS ETL Developer
5 1 (5.56%) Unix Developer
Miscellaneous
1 2 (11.11%) Analytical Skills
1 2 (11.11%) Data Structures
1 2 (11.11%) Replication
Operating Systems
1 8 (44.44%) Unix
2 2 (11.11%) Linux
2 2 (11.11%) SUSE Linux Enterprise Server
Processes & Methodologies
1 7 (38.89%) Validation
2 6 (33.33%) Business Intelligence
2 6 (33.33%) Data Validation
2 6 (33.33%) Performance Tuning
3 5 (27.78%) Data Modelling
4 4 (22.22%) Analytics
4 4 (22.22%) Kimball Methodology
5 3 (16.67%) Data Architecture
5 3 (16.67%) Dimensional Modelling
6 2 (11.11%) Agile Software Development
6 2 (11.11%) Data Analysis
6 2 (11.11%) Data Cleansing
6 2 (11.11%) Data Ingestion
6 2 (11.11%) DevOps
6 2 (11.11%) TOGAF
7 1 (5.56%) Data Strategy
7 1 (5.56%) Decision-Making
7 1 (5.56%) Master Data Management
7 1 (5.56%) Process Architecture
7 1 (5.56%) User Stories
Programming Languages
1 9 (50.00%) SQL
2 6 (33.33%) SAS Macro
3 4 (22.22%) Shell Script
4 3 (16.67%) PL/SQL
5 2 (11.11%) Bash Shell
5 2 (11.11%) Perl
5 2 (11.11%) Python
5 2 (11.11%) R
Qualifications
1 2 (11.11%) Security Cleared
1 2 (11.11%) TOGAF Certification
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
System Software
1 2 (11.11%) HDFS
Systems Management
1 2 (11.11%) Ambari
1 2 (11.11%) Hadoop YARN
Vendors
1 6 (33.33%) DataFlux
2 4 (22.22%) Oracle
3 3 (16.67%) Teradata
4 2 (11.11%) Hortonworks
4 2 (11.11%) Informatica
4 2 (11.11%) Microsoft
5 1 (5.56%) Ab Initio
5 1 (5.56%) Mercator
5 1 (5.56%) Tableau