Period
to 20 November 2019

The median contractor rate for an ETL Developer was £463 per day in advertised job vacancies in England during the 6 months to 20 November 2019.

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
20 Nov 2019
Same period 2018 Same period 2017
Rank 548 572 625
Rank change year-on-year +24 +53 -90
Contract jobs requiring an ETL Developer 227 295 240
As % of all contract IT jobs advertised in England 0.30% 0.31% 0.26%
As % of the Job Titles category 0.32% 0.33% 0.27%
Number of daily rates quoted 168 224 178
England median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +6.25%
10th Percentile £345 £331 £312
90th Percentile £588 £550 £575
UK median daily rate £463 £438 £425
% change year-on-year +5.71% +2.94% +6.25%
Number of hourly rates quoted 2 0 3
England 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 71,620 90,152 89,288
% of contract IT jobs with a recognized job title 94.01% 94.78% 94.91%
Number of daily rates quoted 47,455 60,283 59,461
England median daily rate £470 £450 £450
Median daily rate % change year-on-year +4.44% - +5.88%
10th Percentile £263 £275 £263
90th Percentile £650 £638 £625
UK median daily rate £460 £450 £450
% change year-on-year +2.22% - +5.88%
Number of hourly rates quoted 2,595 2,765 2,647
England median hourly rate £19.50 £18.50 £18.66
Median hourly rate % change year-on-year +5.41% -0.86% +0.86%
10th Percentile £11.17 £11.17 £10.90
90th Percentile £52.50 £48.75 £48.00
UK median hourly rate £19.82 £18.00 £18.70
% change year-on-year +10.10% -3.74% +3.89%

ETL Developer
Job Vacancy Trend in England

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

Job vacancy trend for ETL Developer in England

ETL Developer
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for ETL Developer in England

ETL Developer
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing ETL Developer in England over the 6 months to 20 November 2019.

Contractor daily rate histogram for ETL Developer in England

ETL Developer
Contractor Hourly Rate Trend in England

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

Contractor 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 20 November 2019. 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 +88 115 £475 +5.56% 20
South East +25 40 £420 -5.62% 4
South West +3 29 £494 +8.52% 1
North of England +2 24 £425 +3.03% 2
North West +16 14 £405 +8.00% 1
Midlands +37 10 £340 -30.26% 4
Yorkshire +10 10 £425 +3.03%
East of England +2 8 £400 -27.27%
West Midlands +42 7 £345 -24.38% 2
East Midlands +25 3 £140 -72.00% 2
North East +17 1 £425 +21.43% 1
ETL Developer
UK

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

For the 6 months to 20 November 2019, 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.

1 227 (100.00%) ETL
2 169 (74.45%) SQL
3 101 (44.49%) Data Warehouse
4 97 (42.73%) SQL Server
5 80 (35.24%) SQL Server Integration Services
6 72 (31.72%) Business Intelligence
7 69 (30.40%) Oracle
8 58 (25.55%) Agile Software Development
9 52 (22.91%) Microsoft
10 43 (18.94%) Migration
10 43 (18.94%) ETL Development
11 40 (17.62%) Data Modelling
12 39 (17.18%) T-SQL
13 38 (16.74%) Talend
14 36 (15.86%) Azure
15 32 (14.10%) Data Migration
16 31 (13.66%) Data Integration
17 30 (13.22%) Analytics
18 29 (12.78%) Git (software)
18 29 (12.78%) Tableau
19 28 (12.33%) PL/SQL
19 28 (12.33%) Linux
20 27 (11.89%) AWS
21 26 (11.45%) Python
21 26 (11.45%) C#
22 25 (11.01%) Informatica
22 25 (11.01%) IBM
22 25 (11.01%) Finance
23 24 (10.57%) Relational Database
24 23 (10.13%) Performance Tuning

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 16 (7.05%) SAS
2 9 (3.96%) Apache Spark
3 4 (1.76%) Confluence
4 3 (1.32%) SharePoint
5 2 (0.88%) Cloud Foundry
5 2 (0.88%) CMS
5 2 (0.88%) Drupal
6 1 (0.44%) Apache Airflow
Applications
1 10 (4.41%) Microsoft Excel
2 1 (0.44%) Microsoft Office
2 1 (0.44%) XMetaL
Business Applications
1 4 (1.76%) Oracle EBS
2 2 (0.88%) Dynamics CRM
3 1 (0.44%) Dynamics NAV
3 1 (0.44%) Oracle FAH
Cloud Services
1 36 (15.86%) Azure
2 27 (11.89%) AWS
3 17 (7.49%) Power Platform
4 12 (5.29%) Azure Data Factory
5 7 (3.08%) Amazon EKS
5 7 (3.08%) GitHub
6 4 (1.76%) GCP
6 4 (1.76%) Serverless
7 3 (1.32%) SaaS
8 2 (0.88%) Amazon EC2
8 2 (0.88%) AWS Lambda
8 2 (0.88%) Azure Functions
8 2 (0.88%) Dynamics 365
9 1 (0.44%) Amazon EMR
9 1 (0.44%) AWS Step Functions
9 1 (0.44%) Azure Active Directory
9 1 (0.44%) Data Lake Analytics
9 1 (0.44%) PaaS
Communications & Networking
1 14 (6.17%) FTP
2 2 (0.88%) HTTP
3 1 (0.44%) HTTPS
3 1 (0.44%) Intranet
3 1 (0.44%) PuTTY
Database & Business Intelligence
1 101 (44.49%) Data Warehouse
2 97 (42.73%) SQL Server
3 80 (35.24%) SQL Server Integration Services
4 24 (10.57%) Relational Database
5 23 (10.13%) PostgreSQL
6 21 (9.25%) Amazon Redshift
6 21 (9.25%) DataStage
6 21 (9.25%) SQL Server 2012
7 20 (8.81%) SQL Server Reporting Services
8 18 (7.93%) Oracle Database
9 17 (7.49%) Power BI
10 16 (7.05%) SQL Server 2016
11 15 (6.61%) SAP Data Services
11 15 (6.61%) SQL Server Analysis Services
12 14 (6.17%) Oracle ODI
13 13 (5.73%) Hadoop
13 13 (5.73%) IBM InfoSphere
14 12 (5.29%) DB2
14 12 (5.29%) Informix
15 11 (4.85%) QualityStage
Development Applications
1 29 (12.78%) Git (software)
2 12 (5.29%) Jenkins
3 9 (3.96%) Atlassian Bamboo
4 7 (3.08%) Vagrant
5 5 (2.20%) JIRA
6 3 (1.32%) Visual Studio
6 3 (1.32%) Visual Studio Team System
7 2 (0.88%) Bitbucket
7 2 (0.88%) SQL Server Management Studio (SSMS)
7 2 (0.88%) Team Foundation Server
General
1 25 (11.01%) Finance
2 13 (5.73%) Public Sector
3 8 (3.52%) Retail
4 6 (2.64%) Manufacturing
5 5 (2.20%) Banking
5 5 (2.20%) Electronics
5 5 (2.20%) Marketing
5 5 (2.20%) Telecoms
6 2 (0.88%) Pharmaceutical
6 2 (0.88%) Publishing
7 1 (0.44%) Advertising
7 1 (0.44%) Billing
7 1 (0.44%) Games
7 1 (0.44%) Investment Banking
7 1 (0.44%) Italian Language
7 1 (0.44%) Law
7 1 (0.44%) Retail Banking
Libraries, Frameworks & Software Standards
1 21 (9.25%) XML
2 17 (7.49%) .NET
3 11 (4.85%) XML Schema
4 8 (3.52%) Middleware
4 8 (3.52%) REST
4 8 (3.52%) Web Services
5 7 (3.08%) JSON
5 7 (3.08%) PySpark
5 7 (3.08%) Spark Streaming
6 6 (2.64%) JDBC
6 6 (2.64%) SOAP
7 5 (2.20%) MDX
8 4 (1.76%) HTML
9 3 (1.32%) AngularJS
9 3 (1.32%) CSS
10 2 (0.88%) .NET Core
10 2 (0.88%) Apache Camel
10 2 (0.88%) ASP.NET Web API
10 2 (0.88%) Swagger
11 1 (0.44%) RESTful
Miscellaneous
1 12 (5.29%) Management Information System
2 9 (3.96%) Greenfield Project
3 6 (2.64%) Analytical Skills
4 3 (1.32%) Fixed Income
5 2 (0.88%) CMDB
5 2 (0.88%) NHS
5 2 (0.88%) Replication
6 1 (0.44%) Client/Server
6 1 (0.44%) Enterprise Software
6 1 (0.44%) Foreign Exchange (FX)
6 1 (0.44%) Linux Command Line
6 1 (0.44%) Online Gambling
6 1 (0.44%) Reference Data
6 1 (0.44%) Self-Motivation
Operating Systems
1 28 (12.33%) Linux
2 16 (7.05%) Unix
3 4 (1.76%) VMS
4 2 (0.88%) Windows
4 2 (0.88%) Windows Server
5 1 (0.44%) Red Hat Enterprise Linux
Processes & Methodologies
1 227 (100.00%) ETL
2 72 (31.72%) Business Intelligence
3 58 (25.55%) Agile Software Development
4 43 (18.94%) ETL Development
4 43 (18.94%) Migration
5 40 (17.62%) Data Modelling
6 32 (14.10%) Data Migration
7 31 (13.66%) Data Integration
8 30 (13.22%) Analytics
9 23 (10.13%) Performance Tuning
10 16 (7.05%) Continuous Integration
10 16 (7.05%) Unit Testing
11 15 (6.61%) CRM
11 15 (6.61%) ITIL
11 15 (6.61%) SDLC
11 15 (6.61%) Visualisation
12 14 (6.17%) Incident Management
12 14 (6.17%) Scrum
13 13 (5.73%) Data Management
14 12 (5.29%) Service Management
Programming Languages
1 169 (74.45%) SQL
2 39 (17.18%) T-SQL
3 28 (12.33%) PL/SQL
4 26 (11.45%) C#
4 26 (11.45%) Python
5 21 (9.25%) Java
6 16 (7.05%) Shell Script
7 11 (4.85%) Scala
8 6 (2.64%) Perl
8 6 (2.64%) PowerShell
9 5 (2.20%) Data Analysis Expressions (DAX)
9 5 (2.20%) JavaScript
10 3 (1.32%) PHP
10 3 (1.32%) Ruby
11 2 (0.88%) VBA
12 1 (0.44%) Bash Shell
12 1 (0.44%) C++
12 1 (0.44%) VB
12 1 (0.44%) XQuery
Qualifications
1 15 (6.61%) Security Cleared
2 12 (5.29%) SC Cleared
3 4 (1.76%) Degree
4 3 (1.32%) CFA
5 2 (0.88%) HND
6 1 (0.44%) BPSS Clearance
6 1 (0.44%) Computer Science Degree
6 1 (0.44%) DV Cleared
6 1 (0.44%) Oracle Certification
Quality Assurance & Compliance
1 23 (10.13%) Data Quality
2 6 (2.64%) QA
3 2 (0.88%) PMO
System Software
1 9 (3.96%) Docker
2 7 (3.08%) VirtualBox
3 4 (1.76%) HDFS
4 2 (0.88%) Tivoli Workload Scheduler
5 1 (0.44%) Active Directory
Systems Management
1 7 (3.08%) Ansible
1 7 (3.08%) Docker Swarm
1 7 (3.08%) Kubernetes
2 6 (2.64%) Terraform
3 2 (0.88%) Tivoli
Vendors
1 69 (30.40%) Oracle
2 52 (22.91%) Microsoft
3 38 (16.74%) Talend
4 29 (12.78%) Tableau
5 25 (11.01%) IBM
5 25 (11.01%) Informatica
6 21 (9.25%) SAP
7 16 (7.05%) Teradata
8 10 (4.41%) Citrix
8 10 (4.41%) HP
9 9 (3.96%) Cognos
10 8 (3.52%) Alteryx
10 8 (3.52%) Cloudera
10 8 (3.52%) Hortonworks
11 7 (3.08%) Datactics
11 7 (3.08%) Palantir
12 4 (1.76%) Salesforce.com
13 3 (1.32%) MicroStrategy
13 3 (1.32%) Remedy
14 2 (0.88%) Atlassian