Period
to 24 June 2018

The median contractor rate for an ETL Developer was £445 per day in advertised job vacancies during the 6 months to 24 June 2018.

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
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 615 576 543
Rank change year-on-year -39 -33 -49
Contract jobs requiring an ETL Developer 275 275 379
As % of all contract IT jobs advertised in the UK 0.27% 0.30% 0.35%
As % of the Job Titles category 0.29% 0.32% 0.37%
Number of daily rates quoted 204 201 301
UK median daily rate £445 £400 £425
Median daily rate % change year-on-year +11.25% -5.88% +3.03%
10th Percentile £313 £305 £313
90th Percentile £538 £525 £525
UK excluding London median daily rate £400 £369 £425
% change year-on-year +8.47% -13.24% +6.25%
Number of hourly rates quoted 0 2 0
UK median hourly rate - £40.00 -
UK excluding London median hourly rate - £40.00 -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies. 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
UK
Contract vacancies in the UK with a recognized job title 95,076 86,968 101,571
% of contract IT jobs with a recognized job title 94.83% 94.95% 95.11%
Number of daily rates quoted 62,247 56,247 65,952
UK median daily rate £450 £425 £423
Median daily rate % change year-on-year +5.88% +0.59% +5.63%
10th Percentile £268 £263 £255
90th Percentile £638 £613 £600
UK excluding London median daily rate £413 £400 £388
% change year-on-year +3.13% +3.23% +3.33%
Number of hourly rates quoted 3,065 2,875 3,102
UK median hourly rate £18.00 £18.70 £20.00
Median hourly rate % change year-on-year -3.74% -6.50% +14.29%
10th Percentile £11.00 £10.75 £10.50
90th Percentile £48.14 £50.00 £48.36
UK excluding London median hourly rate £17.50 £17.63 £20.00
% change year-on-year -0.74% -11.85% +18.96%

ETL Developer
Job Vacancy Trend

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

Job vacancy trend for ETL Developer in the UK

ETL Developer
Contractor Daily Rate Trend

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

Contractor daily rate trend for ETL Developer in the UK

ETL Developer
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing ETL Developer over the 6 months to 24 June 2018.

Contractor daily rate histogram for ETL Developer in the UK

ETL Developer
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for ETL Developer in the UK

ETL Developer
Top 14 Contract Locations

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 UK over the 6 months to 24 June 2018. 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
England -62 249 £450 +9.09% 50
UK excluding London -11 174 £400 +8.47% 30
London -69 97 £480 +10.34% 20
South East -8 49 £450 +15.38% 8
North of England -23 44 £388 +10.71% 11
Yorkshire -11 31 £400 +12.28% 6
East of England +2 22 £444 +1.43% 3
Scotland -28 22 £371 -7.38% 1
South West +9 21 £425 +9.68% 7
Midlands -24 16 £288 -14.81%
East Midlands -1 11 £269 -8.51%
North West -30 11 £350 - 4
West Midlands -23 5 £375 +7.14%
North East +1 2 £450 -6.44% 1

ETL Developer Skill Set
Top 30 Co-occurring IT Skills

For the 6 months to 24 June 2018, 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 featuring ETL Developer in the job title.

1 275 (100.00%) ETL
2 175 (63.64%) SQL
3 141 (51.27%) Data Warehouse
4 102 (37.09%) Business Intelligence
5 101 (36.73%) SQL Server Integration Services
6 96 (34.91%) Oracle
7 87 (31.64%) SQL Server
7 87 (31.64%) Agile Software Development
8 64 (23.27%) Finance
9 58 (21.09%) Data Integration
10 55 (20.00%) ETL Development
11 54 (19.64%) Data Modelling
12 46 (16.73%) Performance Tuning
13 45 (16.36%) Migration
14 44 (16.00%) SQL Server Reporting Services
15 42 (15.27%) Microsoft
16 40 (14.55%) T-SQL
17 39 (14.18%) Data Quality
17 39 (14.18%) Talend
18 36 (13.09%) PL/SQL
19 34 (12.36%) SQL Server Analysis Services
19 34 (12.36%) Analytics
20 32 (11.64%) Relational Database
20 32 (11.64%) DataStage
21 31 (11.27%) Kimball Methodology
22 30 (10.91%) Unix
23 29 (10.55%) Data Migration
24 27 (9.82%) XML
24 27 (9.82%) Informatica
25 25 (9.09%) Data Management

ETL Developer Skill Set
Co-occurring IT Skills 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 12 (4.36%) SAS
2 6 (2.18%) Apache Spark
3 4 (1.45%) SharePoint
4 3 (1.09%) Apache
5 2 (0.73%) Apache Pig
5 2 (0.73%) Luigi
5 2 (0.73%) OpenStack
6 1 (0.36%) Apache Airflow
6 1 (0.36%) Confluence
Applications
1 5 (1.82%) Microsoft Excel
2 2 (0.73%) Microsoft PowerPoint
2 2 (0.73%) MS Visio
3 1 (0.36%) Microsoft Office
Business Applications
1 2 (0.73%) Dynamics CRM
1 2 (0.73%) Dynamics NAV
2 1 (0.36%) Dynamics AX
2 1 (0.36%) HFM
2 1 (0.36%) Oracle Financials
Cloud Services
1 17 (6.18%) Amazon AWS
2 15 (5.45%) Microsoft Azure
3 9 (3.27%) Google Cloud Platform
4 7 (2.55%) Amazon S3
5 6 (2.18%) Azure Data Factory
5 6 (2.18%) Google Analytics
6 3 (1.09%) Salesforce Service Cloud
7 2 (0.73%) Amazon Kinesis
7 2 (0.73%) SaaS
8 1 (0.36%) AWS Data Pipeline
8 1 (0.36%) AWS Lambda
8 1 (0.36%) GitHub
8 1 (0.36%) Serverless
Communications & Networking
1 12 (4.36%) FTP
2 1 (0.36%) Internet
Database & Business Intelligence
1 141 (51.27%) Data Warehouse
2 101 (36.73%) SQL Server Integration Services
3 87 (31.64%) SQL Server
4 44 (16.00%) SQL Server Reporting Services
5 34 (12.36%) SQL Server Analysis Services
6 32 (11.64%) DataStage
6 32 (11.64%) Relational Database
7 24 (8.73%) Big Data
8 22 (8.00%) DB2
9 21 (7.64%) Oracle Database
10 19 (6.91%) IBM InfoSphere
10 19 (6.91%) PostgreSQL
11 16 (5.82%) BusinessObjects
12 15 (5.45%) SQL Server 2016
13 14 (5.09%) SAP Data Services
14 13 (4.73%) Informix
14 13 (4.73%) Pentaho
14 13 (4.73%) QualityStage
15 12 (4.36%) Hadoop
15 12 (4.36%) Star Schema
Development Applications
1 18 (6.55%) JIRA
2 11 (4.00%) Team Foundation Server
3 6 (2.18%) Visual Studio
4 5 (1.82%) Git (software)
5 4 (1.45%) SQL Server Management Studio (SSMS)
5 4 (1.45%) Toad
6 3 (1.09%) Subversion
7 2 (0.73%) Mercurial
8 1 (0.36%) Jenkins
General
1 64 (23.27%) Finance
2 17 (6.18%) Banking
3 10 (3.64%) Retail Banking
4 6 (2.18%) Marketing
4 6 (2.18%) Retail
5 4 (1.45%) Investment Banking
5 4 (1.45%) Manufacturing
6 3 (1.09%) Legal
6 3 (1.09%) Publishing
7 2 (0.73%) Aerospace
7 2 (0.73%) Electronics
7 2 (0.73%) Telecoms
8 1 (0.36%) Billing
8 1 (0.36%) Czech Language
8 1 (0.36%) Front Office
8 1 (0.36%) Slovak Language
Libraries, Frameworks & Software Standards
1 27 (9.82%) XML
2 14 (5.09%) JSON
3 12 (4.36%) XML Schema
4 10 (3.64%) Middleware
5 6 (2.18%) .NET
6 5 (1.82%) ODBC
7 4 (1.45%) ActiveMQ
8 3 (1.09%) Kafka
8 3 (1.09%) REST
8 3 (1.09%) RESTful
8 3 (1.09%) Web Services
9 2 (0.73%) JDBC
9 2 (0.73%) MDX
9 2 (0.73%) SOAP
10 1 (0.36%) Ajax
10 1 (0.36%) CSS
10 1 (0.36%) HTML
10 1 (0.36%) J2EE
10 1 (0.36%) Node.js
10 1 (0.36%) XHTML
Miscellaneous
1 18 (6.55%) Analytical Skills
2 16 (5.82%) Management Information System
3 8 (2.91%) Greenfield Project
4 7 (2.55%) Data Structures
5 5 (1.82%) Fintech
5 5 (1.82%) Reinsurance
5 5 (1.82%) Self-Motivation
6 4 (1.45%) Fixed Income
6 4 (1.45%) Linked Data
6 4 (1.45%) NHS
7 2 (0.73%) Life Science
7 2 (0.73%) Mainframe
8 1 (0.36%) Computer Science
8 1 (0.36%) FMCG
8 1 (0.36%) Reference Data
8 1 (0.36%) Taxonomies
Operating Systems
1 30 (10.91%) Unix
2 23 (8.36%) Linux
3 4 (1.45%) Solaris
4 2 (0.73%) CentOS
4 2 (0.73%) VMS
4 2 (0.73%) Windows
5 1 (0.36%) AIX
Processes & Methodologies
1 275 (100.00%) ETL
2 102 (37.09%) Business Intelligence
3 87 (31.64%) Agile Software Development
4 58 (21.09%) Data Integration
5 55 (20.00%) ETL Development
6 54 (19.64%) Data Modelling
7 46 (16.73%) Performance Tuning
8 45 (16.36%) Migration
9 34 (12.36%) Analytics
10 31 (11.27%) Kimball Methodology
11 29 (10.55%) Data Migration
12 25 (9.09%) Data Management
12 25 (9.09%) SDLC
13 21 (7.64%) Dimensional Modelling
14 19 (6.91%) Data Mapping
15 15 (5.45%) Data Analysis
15 15 (5.45%) Problem-Solving
15 15 (5.45%) Stakeholder Management
16 14 (5.09%) Waterfall
17 11 (4.00%) Data Architecture
Programming Languages
1 175 (63.64%) SQL
2 40 (14.55%) T-SQL
3 36 (13.09%) PL/SQL
4 21 (7.64%) Java
4 21 (7.64%) Python
5 10 (3.64%) C#
6 7 (2.55%) Shell Script
7 4 (1.45%) Data Analysis Expressions (DAX)
7 4 (1.45%) R
8 3 (1.09%) C
9 2 (0.73%) ANSI SQL
9 2 (0.73%) C++
9 2 (0.73%) COBOL
9 2 (0.73%) Perl
9 2 (0.73%) PHP
9 2 (0.73%) PowerShell
9 2 (0.73%) Ruby
10 1 (0.36%) Bash Shell
10 1 (0.36%) FoxPro (VFP)
10 1 (0.36%) SAS Macro
Qualifications
1 18 (6.55%) Security Cleared
2 14 (5.09%) SC Cleared
3 5 (1.82%) Degree
4 4 (1.45%) Microsoft Certification
5 2 (0.73%) BPSS Clearance
5 2 (0.73%) DBS Check
5 2 (0.73%) MCAD
5 2 (0.73%) MCSA
5 2 (0.73%) MCSD
5 2 (0.73%) MCSE
5 2 (0.73%) MCTS
6 1 (0.36%) DV Cleared
Quality Assurance & Compliance
1 39 (14.18%) Data Quality
2 18 (6.55%) QA
3 9 (3.27%) GDPR
4 4 (1.45%) PCI DSS
5 3 (1.09%) PMO
6 1 (0.36%) Disclosure Scotland
System Software
1 2 (0.73%) Hyper-V
Systems Management
1 5 (1.82%) Oracle Flashback
2 3 (1.09%) Systems Management Server (SMS)
3 1 (0.36%) Control-M
3 1 (0.36%) Tivoli
Vendors
1 96 (34.91%) Oracle
2 42 (15.27%) Microsoft
3 39 (14.18%) Talend
4 27 (9.82%) Informatica
5 20 (7.27%) Teradata
6 18 (6.55%) SAP
7 16 (5.82%) IBM
8 10 (3.64%) Google
9 9 (3.27%) Tableau
10 8 (2.91%) Citrix
10 8 (2.91%) HP
11 7 (2.55%) Cognos
12 6 (2.18%) Hortonworks
12 6 (2.18%) Salesforce.com
13 5 (1.82%) Cloudera
14 4 (1.45%) Vertica
15 3 (1.09%) Jitterbit
16 2 (0.73%) hybris
16 2 (0.73%) Netezza
17 1 (0.36%) DataFlux