Period
to 23 March 2019

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 23 March 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)
South West > Bristol
6 months to
23 Mar 2019
Same period 2018 Same period 2017
Rank 84 56 74
Rank change year-on-year -28 +18 -44
Contract jobs citing ETL 37 51 29
As % of all contract IT jobs advertised in Bristol 1.85% 2.80% 1.85%
As % of the Processes & Methodologies category 2.18% 3.40% 2.21%
Number of daily rates quoted 28 33 17
Bristol median daily rate £419 £420 £375
Median daily rate % change year-on-year -0.30% +12.00% +7.14%
10th Percentile £311 £320 £237
90th Percentile £575 £498 £446
South West median daily rate £425 £425 £400
% change year-on-year - +6.25% +10.73%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate £22.00 - £41.00

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 1,696 1,500 1,313
As % of all contract IT jobs advertised in Bristol 84.67% 82.24% 83.90%
Number of daily rates quoted 1,164 993 892
Bristol median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +2.74%
10th Percentile £297 £263 £250
90th Percentile £575 £525 £538
South West median daily rate £438 £400 £390
% change year-on-year +9.38% +2.56% +4.00%
Number of hourly rates quoted 67 34 41
Bristol median hourly rate £37.50 £18.06 £35.00
Median hourly rate % change year-on-year +107.61% -48.39% -
10th Percentile £11.85 £11.34 £12.00
90th Percentile £60.10 £47.13 £48.75
South West median hourly rate £40.00 £30.00 £38.50
% change year-on-year +33.33% -22.08% -3.75%

ETL
Job Vacancy Trend in Bristol

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

Job vacancy trend for ETL in Bristol

ETL
Contractor Daily Rate Trend in Bristol

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Bristol.

Contractor daily rate trend for ETL in Bristol

ETL
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing ETL in Bristol over the 6 months to 23 March 2019.

Contractor daily rate histogram for ETL in Bristol

ETL
Contractor Hourly Rate Trend in Bristol

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Bristol.

Contractor hourly rate trend for ETL in Bristol

For the 6 months to 23 March 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 Bristol region with a requirement for ETL.

1 22 (59.46%) SQL
2 21 (56.76%) Agile Software Development
3 16 (43.24%) Business Intelligence
4 14 (37.84%) Finance
5 13 (35.14%) SQL Server
6 11 (29.73%) Scrum
6 11 (29.73%) Amazon AWS
6 11 (29.73%) Problem-Solving
7 10 (27.03%) Java
8 9 (24.32%) SQL Server Integration Services
9 8 (21.62%) Spring
9 8 (21.62%) Hibernate
9 8 (21.62%) Collaborative Working
10 7 (18.92%) Self-Motivation
10 7 (18.92%) Web Services
10 7 (18.92%) Unit Testing
10 7 (18.92%) Big Data
10 7 (18.92%) Data Structures
11 6 (16.22%) Analytical Skills
11 6 (16.22%) SDLC
11 6 (16.22%) Tableau
11 6 (16.22%) Data Management
11 6 (16.22%) SQL Server Reporting Services
11 6 (16.22%) SaaS
12 5 (13.51%) Apache Cassandra
12 5 (13.51%) Performance Testing
12 5 (13.51%) Test Automation
12 5 (13.51%) RESTful
12 5 (13.51%) CruiseControl
12 5 (13.51%) Atlassian Bamboo

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 5 (13.51%) Apache Spark
1 5 (13.51%) JBoss
1 5 (13.51%) Tomcat
2 3 (8.11%) Mule
2 3 (8.11%) Mule ESB
3 1 (2.70%) OpenROAD
Cloud Services
1 11 (29.73%) Amazon AWS
2 6 (16.22%) SaaS
3 4 (10.81%) Microsoft Azure
4 1 (2.70%) Adobe Analytics
Database & Business Intelligence
1 13 (35.14%) SQL Server
2 9 (24.32%) SQL Server Integration Services
3 7 (18.92%) Big Data
4 6 (16.22%) SQL Server Reporting Services
5 5 (13.51%) Apache Cassandra
5 5 (13.51%) Data Warehouse
5 5 (13.51%) RDBMS
5 5 (13.51%) Relational Database
6 4 (10.81%) SQL Server Analysis Services
7 3 (8.11%) Power BI
8 2 (5.41%) Amazon Redshift
9 1 (2.70%) Apache Hive
9 1 (2.70%) Azure SQL Database
9 1 (2.70%) Ingres
9 1 (2.70%) NoSQL
9 1 (2.70%) OLAP
9 1 (2.70%) OLAP Cube
9 1 (2.70%) PowerCenter
9 1 (2.70%) SQL Server 2016
Development Applications
1 5 (13.51%) Ant
1 5 (13.51%) Atlassian Bamboo
1 5 (13.51%) CruiseControl
1 5 (13.51%) Eclipse
1 5 (13.51%) JUnit
1 5 (13.51%) Maven
2 3 (8.11%) Git (software)
2 3 (8.11%) Gradle
3 1 (2.70%) Team Foundation Server
General
1 14 (37.84%) Finance
2 3 (8.11%) Banking
2 3 (8.11%) Corporate Banking
3 1 (2.70%) Back Office
3 1 (2.70%) Electronics
3 1 (2.70%) Legal
3 1 (2.70%) Manufacturing
3 1 (2.70%) Marketing
3 1 (2.70%) Telecoms
Job Titles
1 27 (72.97%) Developer
2 9 (24.32%) Java Developer
3 8 (21.62%) SQL Developer
4 4 (10.81%) Business Intelligence Developer
4 4 (10.81%) SSIS Developer
5 3 (8.11%) Analyst
5 3 (8.11%) Data Engineer
5 3 (8.11%) Designer
5 3 (8.11%) Tableau Developer
6 2 (5.41%) Architect
6 2 (5.41%) Business Data Analyst
6 2 (5.41%) Cloud Architect
6 2 (5.41%) Data Analyst
6 2 (5.41%) Senior Developer
7 1 (2.70%) .NET Developer
7 1 (2.70%) Business Analyst
7 1 (2.70%) ETL Developer
7 1 (2.70%) Informatica Developer
7 1 (2.70%) Senior Java Developer
7 1 (2.70%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 8 (21.62%) Hibernate
1 8 (21.62%) Spring
2 7 (18.92%) Web Services
3 5 (13.51%) J2EE
3 5 (13.51%) JMS
3 5 (13.51%) RESTful
3 5 (13.51%) SOAP
4 4 (10.81%) Java EE
5 3 (8.11%) CSS
5 3 (8.11%) HTML
5 3 (8.11%) HTML5
6 1 (2.70%) .NET
6 1 (2.70%) Kafka
6 1 (2.70%) Vaadin
Miscellaneous
1 7 (18.92%) Data Structures
1 7 (18.92%) Self-Motivation
2 6 (16.22%) Analytical Skills
3 5 (13.51%) Enterprise Software
3 5 (13.51%) N-Tier
4 4 (10.81%) Algorithms
Processes & Methodologies
1 21 (56.76%) Agile Software Development
2 16 (43.24%) Business Intelligence
3 11 (29.73%) Problem-Solving
3 11 (29.73%) Scrum
4 8 (21.62%) Collaborative Working
5 7 (18.92%) Unit Testing
6 6 (16.22%) Data Management
6 6 (16.22%) SDLC
7 5 (13.51%) BDD
7 5 (13.51%) Computer Science
7 5 (13.51%) Creative Problem-Solving
7 5 (13.51%) Data Strategy
7 5 (13.51%) High Availability
7 5 (13.51%) OO
7 5 (13.51%) Performance Testing
7 5 (13.51%) TDD
7 5 (13.51%) Test Automation
7 5 (13.51%) UML
7 5 (13.51%) Waterfall
8 4 (10.81%) Due Diligence
Programming Languages
1 22 (59.46%) SQL
2 10 (27.03%) Java
3 3 (8.11%) JavaScript
3 3 (8.11%) T-SQL
4 1 (2.70%) C#
4 1 (2.70%) VBA
Qualifications
1 2 (5.41%) Security Cleared
2 1 (2.70%) SC Cleared
Quality Assurance & Compliance
1 4 (10.81%) HL7
2 3 (8.11%) Data Quality
Systems Management
1 3 (8.11%) Ansible
1 3 (8.11%) Terraform
Vendors
1 6 (16.22%) Tableau
2 5 (13.51%) Microsoft
2 5 (13.51%) Perforce
3 2 (5.41%) Oracle
4 1 (2.70%) Adobe
4 1 (2.70%) Cognos
4 1 (2.70%) Informatica
4 1 (2.70%) Omniture
4 1 (2.70%) PeopleSoft
4 1 (2.70%) SAP
4 1 (2.70%) Talend