Period
to 31 October 2020

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 31 October 2020 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)
South West > Bristol
6 months to
31 Oct 2020
Same period 2019 Same period 2018
Rank 48 89 87
Rank change year-on-year +41 -2 -23
Contract jobs citing ETL 9 29 35
As % of all contract jobs advertised in Bristol 1.56% 1.51% 1.68%
As % of the Processes & Methodologies category 1.89% 1.79% 1.97%
Number of daily rates quoted 7 24 30
Median daily rate £450 £406 £406
Median daily rate % change year-on-year +10.77% - -3.27%
10th Percentile £320 £327 £313
90th Percentile £493 £516 £488
South West median daily rate £450 £440 £425
% change year-on-year +2.27% +3.53% +0.59%
Number of hourly rates quoted 4 1 0
Median hourly rate £35.00 £40.00 -
Median hourly rate % change year-on-year -12.50% - -
South West median hourly rate £35.00 £40.00 £22.00
% change year-on-year -12.50% +81.82% -60.00%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 477 1,619 1,775
As % of all contract IT jobs advertised in Bristol 82.67% 84.06% 85.38%
Number of daily rates quoted 299 1,039 1,190
Median daily rate £425 £425 £410
Median daily rate % change year-on-year - +3.66% +9.33%
10th Percentile £281 £288 £275
90th Percentile £600 £606 £538
South West median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 29 70 58
Median hourly rate £35.00 £35.00 £41.25
Median hourly rate % change year-on-year - -15.15% +65.00%
10th Percentile £16.57 £13.23 £14.35
90th Percentile £55.00 £52.50 £67.88
Median hourly rate £35.00 £42.00 £41.53
% change year-on-year -16.67% +1.13% +18.66%

ETL
Job Vacancy Trend in Bristol

Job postings citing ETL as a proportion of all IT jobs advertised in Bristol.

Job vacancy trend for ETL in Bristol

ETL
Contractor Daily Rate Trend in Bristol

3-month moving average daily rate quoted in jobs citing ETL in Bristol.

Daily rate trend for ETL in Bristol

ETL
Daily Rate Histogram in Bristol

Daily rate distribution for jobs citing ETL in Bristol over the 6 months to 31 October 2020.

Daily rate histogram for ETL in Bristol

ETL
Contractor Hourly Rate Trend in Bristol

3-month moving average hourly rates quoted in jobs citing ETL in Bristol.

Hourly rate trend for ETL in Bristol

For the 6 months to 31 October 2020, 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 Bristol region with a requirement for ETL.

1 7 (77.78%) SQL
2 5 (55.56%) SC Cleared
2 5 (55.56%) Security Cleared
2 5 (55.56%) Big Data
3 4 (44.44%) Oracle
3 4 (44.44%) Python
4 3 (33.33%) PL/SQL
4 3 (33.33%) Hadoop
5 2 (22.22%) Azure
5 2 (22.22%) VBScript
5 2 (22.22%) Reference Data
5 2 (22.22%) Oracle Service Bus
5 2 (22.22%) PowerShell
5 2 (22.22%) Oracle Fusion
5 2 (22.22%) Scala
5 2 (22.22%) Agile Software Development
5 2 (22.22%) Subversion
5 2 (22.22%) Oracle Database 11g
5 2 (22.22%) Matrix Management
5 2 (22.22%) Cloudera
5 2 (22.22%) Apache Hive
5 2 (22.22%) Hudson
5 2 (22.22%) Oracle Database 12c
5 2 (22.22%) Oracle Database
5 2 (22.22%) Relational Database
5 2 (22.22%) HDFS
5 2 (22.22%) DevOps
5 2 (22.22%) Impala
5 2 (22.22%) Data Munging
5 2 (22.22%) Java

ETL
Co-occurring IT Skills in Bristol 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 (22.22%) Apache Spark
1 2 (22.22%) Oracle Service Bus
1 2 (22.22%) Oracle SOA Suite
1 2 (22.22%) WebLogic
Cloud Services
1 2 (22.22%) Azure
2 1 (11.11%) AWS
2 1 (11.11%) Power Platform
Database & Business Intelligence
1 5 (55.56%) Big Data
2 3 (33.33%) Hadoop
3 2 (22.22%) Apache Hive
3 2 (22.22%) Data Warehouse
3 2 (22.22%) Impala
3 2 (22.22%) Oracle Database
3 2 (22.22%) Oracle Database 11g
3 2 (22.22%) Oracle Database 12c
3 2 (22.22%) Relational Database
4 1 (11.11%) Data Lake
4 1 (11.11%) Oracle Reports
4 1 (11.11%) Power BI
4 1 (11.11%) SAP Data Services
4 1 (11.11%) Snowflake Schema
4 1 (11.11%) SQL Server
4 1 (11.11%) SQL Server Integration Services
4 1 (11.11%) Tableau
Development Applications
1 2 (22.22%) Ant
1 2 (22.22%) Hudson
1 2 (22.22%) Subversion
2 1 (11.11%) ProC
General
1 2 (22.22%) Finance
2 1 (11.11%) Law
Job Titles
1 4 (44.44%) Data Engineer
2 2 (22.22%) Big Data Engineer
2 2 (22.22%) Development Manager
2 2 (22.22%) Hadoop Engineer
3 1 (11.11%) Big Data Manager
3 1 (11.11%) Business Intelligence Manager
3 1 (11.11%) Consultant
3 1 (11.11%) Data Manager
3 1 (11.11%) Data Warehouse Developer
3 1 (11.11%) Data Warehouse Manager
3 1 (11.11%) Developer
3 1 (11.11%) Integration Specialist
3 1 (11.11%) Oracle Consultant
3 1 (11.11%) Oracle Specialist
3 1 (11.11%) Senior Data Engineer
3 1 (11.11%) Systems Integration Specialist
Libraries, Frameworks & Software Standards
1 2 (22.22%) JMS
1 2 (22.22%) Middleware
1 2 (22.22%) Oracle Fusion
1 2 (22.22%) SOAP
Miscellaneous
1 2 (22.22%) Analytical Skills
1 2 (22.22%) Reference Data
2 1 (11.11%) Self-Motivation
Operating Systems
1 2 (22.22%) Unix
Processes & Methodologies
1 2 (22.22%) Agile Software Development
1 2 (22.22%) Business Intelligence
1 2 (22.22%) Configuration Management
1 2 (22.22%) Data Engineering
1 2 (22.22%) Data Ingestion
1 2 (22.22%) Data Modelling
1 2 (22.22%) Data Munging
1 2 (22.22%) DevOps
1 2 (22.22%) ETL Development
1 2 (22.22%) Matrix Management
1 2 (22.22%) Matrix Organization
1 2 (22.22%) SOA
1 2 (22.22%) Stakeholder Management
2 1 (11.11%) Coaching
2 1 (11.11%) Contingency Planning
2 1 (11.11%) Dependency Management
2 1 (11.11%) Escalation Management
2 1 (11.11%) Mentoring
2 1 (11.11%) Translating Business Requirements
2 1 (11.11%) Work Breakdown Structure
Programming Languages
1 7 (77.78%) SQL
2 4 (44.44%) Python
3 3 (33.33%) PL/SQL
4 2 (22.22%) Java
4 2 (22.22%) Perl
4 2 (22.22%) PowerShell
4 2 (22.22%) Scala
4 2 (22.22%) VBScript
5 1 (11.11%) C
5 1 (11.11%) Shell Script
5 1 (11.11%) T-SQL
Qualifications
1 5 (55.56%) SC Cleared
1 5 (55.56%) Security Cleared
System Software
1 2 (22.22%) HDFS
Vendors
1 4 (44.44%) Oracle
2 2 (22.22%) Cloudera
3 1 (11.11%) Informatica
3 1 (11.11%) SAP
3 1 (11.11%) Talend