Period
to 10 August 2020

The median contractor rate for an ETL Developer was £450 per day in advertised job vacancies in England during the 6 months to 10 August 2020.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to 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.

ETL Developer
UK > England
6 months to
10 Aug 2020
Same period 2019 Same period 2018
Rank 463 617 589
Rank change year-on-year +154 -28 -6
Contract jobs requiring an ETL Developer 52 200 286
As % of all contract jobs advertised in England 0.17% 0.24% 0.30%
As % of the Job Titles category 0.18% 0.25% 0.32%
Number of daily rates quoted 35 147 223
Median daily rate £450 £450 £450
10th Percentile £375 £316 £324
90th Percentile £508 £600 £550
UK median daily rate £450 £450 £438
% change year-on-year - +2.86% +4.48%
Number of hourly rates quoted 1 2 0
Median hourly rate £35.00 £35.00 -
UK median hourly rate £35.00 £35.00 -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in England. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
England
Contract vacancies in England with a recognized job title 28,974 78,885 89,522
% of contract IT jobs with a recognized job title 93.31% 94.32% 94.82%
Number of daily rates quoted 18,347 52,418 59,250
Median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% -
10th Percentile £263 £269 £275
90th Percentile £675 £650 £638
UK median daily rate £475 £465 £450
% change year-on-year +2.15% +3.33% +3.45%
Number of hourly rates quoted 1,161 2,598 2,850
Median hourly rate £27.00 £20.00 £18.70
Median hourly rate % change year-on-year +35.00% +6.95% +1.08%
10th Percentile £12.00 £11.17 £11.17
90th Percentile £52.50 £52.50 £48.75
Median hourly rate £26.50 £19.50 £18.00
% change year-on-year +35.90% +8.33% -3.74%

ETL Developer
Job Vacancy Trend in England

Job postings that featured ETL Developer in the job title as a proportion of all IT jobs advertised in England.

Job vacancy trend for ETL Developer in England

ETL Developer
Contractor Daily Rate Trend in England

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

Daily rate trend for ETL Developer in England

ETL Developer
Daily Rate Histogram in England

Daily rate distribution for jobs citing ETL Developer in England over the 6 months to 10 August 2020.

Daily rate histogram for ETL Developer in England

ETL Developer
Contractor Hourly Rate Trend in England

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

Hourly rate trend for ETL Developer in England

ETL Developer
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL Developer within the England region over the 6 months to 10 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +141 28 £470 -1.05% 1
North of England +108 12 £448 +11.88% 2
North West +82 8 £450 +12.50% 1
South East +145 4 £459 +1.94%
Midlands +89 4 £413 +28.91% 3
Yorkshire +79 4 £425 - 1
East Midlands +56 3 £400 +185.71% 3
South West +78 1 £375 -37.50%
West Midlands +70 1 £425 +7.94%
East of England +58 1 £438 -2.78%
ETL Developer
UK

ETL Developer Skill Set
Top 30 Co-occurring IT Skills in England

For the 6 months to 10 August 2020, ETL Developer contract jobs required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region featuring ETL Developer in the job title.

1 52 (100.00%) ETL
2 36 (69.23%) SQL
3 27 (51.92%) Data Warehouse
4 20 (38.46%) Business Intelligence
4 20 (38.46%) Oracle
5 19 (36.54%) SQL Server
6 18 (34.62%) Finance
7 16 (30.77%) SQL Server Integration Services
7 16 (30.77%) Relational Database
8 15 (28.85%) ETL Development
9 12 (23.08%) SQL Server Reporting Services
10 11 (21.15%) Agile Software Development
10 11 (21.15%) PL/SQL
11 10 (19.23%) Kimball Methodology
12 9 (17.31%) Azure
12 9 (17.31%) Data Modelling
13 8 (15.38%) Degree
13 8 (15.38%) SAP
13 8 (15.38%) Tableau
13 8 (15.38%) Power Platform
13 8 (15.38%) Power BI
13 8 (15.38%) DevOps
13 8 (15.38%) Analytical Skills
14 7 (13.46%) Analytics
14 7 (13.46%) Java
14 7 (13.46%) PostgreSQL
14 7 (13.46%) Informatica
14 7 (13.46%) Mathematics
14 7 (13.46%) Banking
15 6 (11.54%) Shell Script

ETL Developer Skill Set
Co-occurring IT Skills in England 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 4 (7.69%) SAS
2 3 (5.77%) Apache Spark
2 3 (5.77%) WebLogic
3 2 (3.85%) Oracle Workflow
4 1 (1.92%) Apache
4 1 (1.92%) IIS
Applications
1 1 (1.92%) Microsoft Excel
1 1 (1.92%) Spreadsheet
Business Applications
1 1 (1.92%) Oracle Cash Management
1 1 (1.92%) Oracle EBS
1 1 (1.92%) Oracle Payables
1 1 (1.92%) Oracle Receivables
Cloud Services
1 9 (17.31%) Azure
2 8 (15.38%) Power Platform
3 5 (9.62%) AWS
4 2 (3.85%) IaaS
4 2 (3.85%) Oracle Service Cloud
4 2 (3.85%) PaaS
4 2 (3.85%) Slack
5 1 (1.92%) Amazon S3
5 1 (1.92%) AWS Lambda
5 1 (1.92%) AWS Step Functions
5 1 (1.92%) GCP
5 1 (1.92%) Serverless
5 1 (1.92%) Yammer
Communications & Networking
1 1 (1.92%) Firewall
1 1 (1.92%) FTP
Database & Business Intelligence
1 27 (51.92%) Data Warehouse
2 19 (36.54%) SQL Server
3 16 (30.77%) Relational Database
3 16 (30.77%) SQL Server Integration Services
4 12 (23.08%) SQL Server Reporting Services
5 8 (15.38%) Power BI
6 7 (13.46%) PostgreSQL
7 6 (11.54%) Big Data
7 6 (11.54%) Oracle Database
7 6 (11.54%) Pentaho
7 6 (11.54%) SAP Data Services
8 5 (9.62%) DataStage
8 5 (9.62%) Hadoop
9 4 (7.69%) Data Lake
9 4 (7.69%) RDBMS
10 3 (5.77%) Apache Hive
10 3 (5.77%) IBM InfoSphere
10 3 (5.77%) MySQL
10 3 (5.77%) Snowflake Schema
10 3 (5.77%) SQL Server Analysis Services
Development Applications
1 5 (9.62%) Git (software)
2 3 (5.77%) Jenkins
2 3 (5.77%) SQL Server Management Studio (SSMS)
3 2 (3.85%) Atlassian Bamboo
3 2 (3.85%) GitLab
3 2 (3.85%) Gradle
3 2 (3.85%) JIRA
3 2 (3.85%) Subversion
3 2 (3.85%) Team Foundation Server
General
1 18 (34.62%) Finance
2 7 (13.46%) Banking
3 3 (5.77%) Law
3 3 (5.77%) Public Sector
4 1 (1.92%) Aerospace
4 1 (1.92%) Electronics
4 1 (1.92%) Financial Institution
4 1 (1.92%) General Ledger
4 1 (1.92%) Legal
4 1 (1.92%) Manufacturing
4 1 (1.92%) Marketing
4 1 (1.92%) Retail
4 1 (1.92%) Telecoms
Libraries, Frameworks & Software Standards
1 3 (5.77%) REST
2 2 (3.85%) Web Services
2 2 (3.85%) XML
3 1 (1.92%) .NET
3 1 (1.92%) SOAP
Miscellaneous
1 8 (15.38%) Analytical Skills
2 4 (7.69%) Virtual Team
3 3 (5.77%) Replication
4 2 (3.85%) Credit Risk
4 2 (3.85%) Reinsurance
5 1 (1.92%) Greenfield Project
5 1 (1.92%) Hedge funds
5 1 (1.92%) Management Information System
5 1 (1.92%) Self-Motivation
Operating Systems
1 6 (11.54%) Unix
2 4 (7.69%) Linux
3 1 (1.92%) Windows
Processes & Methodologies
1 52 (100.00%) ETL
2 20 (38.46%) Business Intelligence
3 15 (28.85%) ETL Development
4 11 (21.15%) Agile Software Development
5 10 (19.23%) Kimball Methodology
6 9 (17.31%) Data Modelling
7 8 (15.38%) DevOps
8 7 (13.46%) Analytics
8 7 (13.46%) Mathematics
9 6 (11.54%) Data Development
9 6 (11.54%) Problem-Solving
10 5 (9.62%) Data Analytics
10 5 (9.62%) Data Science
10 5 (9.62%) Migration
10 5 (9.62%) OO
10 5 (9.62%) Performance Tuning
10 5 (9.62%) Scrum
10 5 (9.62%) Software Engineering
10 5 (9.62%) Stakeholder Management
10 5 (9.62%) Strategic Roadmap
Programming Languages
1 36 (69.23%) SQL
2 11 (21.15%) PL/SQL
3 7 (13.46%) Java
4 6 (11.54%) Shell Script
5 3 (5.77%) Perl
5 3 (5.77%) PowerShell
5 3 (5.77%) T-SQL
6 2 (3.85%) Data Analysis Expressions (DAX)
6 2 (3.85%) Python
6 2 (3.85%) SAS Macro
7 1 (1.92%) Bash Shell
7 1 (1.92%) C#
7 1 (1.92%) JavaScript
7 1 (1.92%) Scala
Qualifications
1 8 (15.38%) Degree
2 4 (7.69%) SC Cleared
2 4 (7.69%) Security Cleared
3 1 (1.92%) BPSS Clearance
3 1 (1.92%) DBS Check
Quality Assurance & Compliance
1 4 (7.69%) Data Quality
2 3 (5.77%) QA
3 1 (1.92%) Sarbanes-Oxley
3 1 (1.92%) Solvency II
System Software
1 2 (3.85%) HDFS
2 1 (1.92%) Apache ZooKeeper
Systems Management
1 2 (3.85%) Oozie
2 1 (1.92%) Ansible
2 1 (1.92%) Hadoop YARN
Vendors
1 20 (38.46%) Oracle
2 8 (15.38%) SAP
2 8 (15.38%) Tableau
3 7 (13.46%) Informatica
4 6 (11.54%) Microsoft
4 6 (11.54%) Talend
5 5 (9.62%) IBM
6 4 (7.69%) Cloudera
7 3 (5.77%) Teradata
8 2 (3.85%) Ab Initio
8 2 (3.85%) Confirmit
9 1 (1.92%) DocuSign
9 1 (1.92%) Google
9 1 (1.92%) Palantir
9 1 (1.92%) Sybase