Period
to 15 August 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 15 August 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
15 Aug 2018
Same period 2017 Same period 2016
Rank 49 35 60
Rank change year-on-year -14 +25 -8
Contract jobs citing ETL 17 26 4
As % of all contract IT jobs advertised in Swindon 2.50% 3.90% 0.60%
As % of the Processes & Methodologies category 2.96% 4.59% 0.73%
Number of daily rates quoted 13 19 3
Swindon median daily rate £500 £500 £425
Median daily rate % change year-on-year - +17.65% -
10th Percentile £421 £313 £353
90th Percentile £675 £675 £444
Wiltshire median daily rate £500 £500 £425
% change year-on-year - +17.65% +13.33%
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 575 566 549
As % of all contract IT jobs advertised in Swindon 84.68% 84.98% 82.19%
Number of daily rates quoted 413 376 390
Swindon median daily rate £445 £416 £388
Median daily rate % change year-on-year +6.91% +7.42% -3.13%
10th Percentile £311 £300 £265
90th Percentile £600 £575 £575
Wiltshire median daily rate £438 £415 £380
% change year-on-year +5.42% +9.21% -5.00%
Number of hourly rates quoted 5 6 6
Swindon median hourly rate £15.50 £13.43 £32.50
Median hourly rate % change year-on-year +15.41% -58.68% +85.71%
10th Percentile £11.17 £11.40 £17.38
90th Percentile £49.00 £55.00 £45.13
Wiltshire median hourly rate £42.00 £38.50 £36.00
% change year-on-year +9.09% +6.94% +71.43%

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 15 August 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 15 August 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 10 (58.82%) Data Warehouse
2 6 (35.29%) Business Intelligence
2 6 (35.29%) SQL
2 6 (35.29%) SQL Server
3 5 (29.41%) Validation
3 5 (29.41%) Data Architecture
3 5 (29.41%) Big Data
3 5 (29.41%) Analytical Skills
4 4 (23.53%) SQL Server 2016
4 4 (23.53%) Performance Tuning
4 4 (23.53%) Microsoft Azure
4 4 (23.53%) Data Cleansing
4 4 (23.53%) Manufacturing
4 4 (23.53%) Unix
5 3 (17.65%) Data Modelling
5 3 (17.65%) SAS
5 3 (17.65%) Finance
5 3 (17.65%) Automotive
5 3 (17.65%) Teradata
5 3 (17.65%) Informatica
5 3 (17.65%) Shell Script
5 3 (17.65%) Data Validation
5 3 (17.65%) Hadoop
5 3 (17.65%) SAS Macro
5 3 (17.65%) Base SAS
5 3 (17.65%) SAS Enterprise Guide
5 3 (17.65%) Apache Hive
5 3 (17.65%) Agile Software Development
5 3 (17.65%) TOGAF
5 3 (17.65%) DataFlux

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 3 (17.65%) Apache Spark
1 3 (17.65%) SAS
Cloud Services
1 4 (23.53%) Microsoft Azure
2 2 (11.76%) Amazon AWS
3 1 (5.88%) Azure Data Factory
Communications & Networking
1 2 (11.76%) Kerberos
1 2 (11.76%) SSL
Database & Business Intelligence
1 10 (58.82%) Data Warehouse
2 6 (35.29%) SQL Server
3 5 (29.41%) Big Data
4 4 (23.53%) SQL Server 2016
5 3 (17.65%) Apache Hive
5 3 (17.65%) Base SAS
5 3 (17.65%) Hadoop
5 3 (17.65%) SAS Enterprise Guide
5 3 (17.65%) SQL Server Integration Services
6 2 (11.76%) HBase
6 2 (11.76%) SAS Data Integration Studio
6 2 (11.76%) SQL Server Analysis Services
6 2 (11.76%) SQL Server Reporting Services
7 1 (5.88%) Amazon Redshift
7 1 (5.88%) Data Lake
7 1 (5.88%) Enterprise Data Warehouse
7 1 (5.88%) Oracle BI EE
7 1 (5.88%) Oracle ODI
7 1 (5.88%) Power BI
7 1 (5.88%) Relational Database
General
1 4 (23.53%) Manufacturing
2 3 (17.65%) Automotive
2 3 (17.65%) Finance
3 1 (5.88%) Retail
Job Titles
1 8 (47.06%) Developer
2 5 (29.41%) Architect
2 5 (29.41%) Business Intelligence Architect
3 3 (17.65%) Administrator
3 3 (17.65%) ETL Developer
3 3 (17.65%) SAS Developer
4 2 (11.76%) Hadoop Administrator
4 2 (11.76%) SQL BI Architect
4 2 (11.76%) SQL Server Architect
5 1 (5.88%) ETL Consultant
5 1 (5.88%) Microsoft BI Architect
5 1 (5.88%) Performance Consultant
5 1 (5.88%) Performance Tuning Consultant
5 1 (5.88%) SAS Consultant
5 1 (5.88%) SAS ETL Developer
5 1 (5.88%) Senior ETL Developer
5 1 (5.88%) Tableau Developer
5 1 (5.88%) Tuning Consultant
5 1 (5.88%) Unix Consultant
5 1 (5.88%) Unix Developer
Miscellaneous
1 5 (29.41%) Analytical Skills
2 2 (11.76%) Data Structures
2 2 (11.76%) Replication
3 1 (5.88%) Greenfield Project
3 1 (5.88%) Self-Motivation
Operating Systems
1 4 (23.53%) Unix
2 2 (11.76%) Linux
2 2 (11.76%) SUSE Linux Enterprise Server
Processes & Methodologies
1 6 (35.29%) Business Intelligence
2 5 (29.41%) Data Architecture
2 5 (29.41%) Validation
3 4 (23.53%) Data Cleansing
3 4 (23.53%) Performance Tuning
4 3 (17.65%) Agile Software Development
4 3 (17.65%) Analytics
4 3 (17.65%) Data Modelling
4 3 (17.65%) Data Validation
4 3 (17.65%) TOGAF
5 2 (11.76%) Data Strategy
5 2 (11.76%) Integration Testing
5 2 (11.76%) Master Data Management
5 2 (11.76%) Release Management
6 1 (5.88%) Continuous Improvement
6 1 (5.88%) Data Governance
6 1 (5.88%) Data Ingestion
6 1 (5.88%) Decision-Making
6 1 (5.88%) Kimball Methodology
6 1 (5.88%) Process Architecture
Programming Languages
1 6 (35.29%) SQL
2 3 (17.65%) SAS Macro
2 3 (17.65%) Shell Script
3 2 (11.76%) Bash Shell
3 2 (11.76%) Perl
3 2 (11.76%) Python
3 2 (11.76%) R
4 1 (5.88%) PL/SQL
4 1 (5.88%) T-SQL
Qualifications
1 3 (17.65%) TOGAF Certification
2 2 (11.76%) Security Cleared
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
System Software
1 2 (11.76%) HDFS
Systems Management
1 2 (11.76%) Ambari
1 2 (11.76%) Hadoop YARN
Vendors
1 3 (17.65%) DataFlux
1 3 (17.65%) Informatica
1 3 (17.65%) Teradata
2 2 (11.76%) Hortonworks
2 2 (11.76%) Microsoft
2 2 (11.76%) Oracle
3 1 (5.88%) Alteryx
3 1 (5.88%) Mercator
3 1 (5.88%) Tableau