Period
to 23 July 2018

The median contractor rate for an ETL Developer was £450 per day in advertised job vacancies in England during the 6 months to 23 July 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 > England
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 585 563 512
Rank change year-on-year -22 -51 -30
Contract jobs requiring an ETL Developer 279 262 386
As % of all contract IT jobs advertised in England 0.30% 0.30% 0.38%
As % of the Job Titles category 0.31% 0.31% 0.40%
Number of daily rates quoted 212 194 296
England median daily rate £450 £413 £425
Median daily rate % change year-on-year +9.09% -2.94% +2.41%
10th Percentile £325 £305 £313
90th Percentile £538 £568 £538
UK median daily rate £438 £413 £425
% change year-on-year +6.06% -2.94% +2.41%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

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 89,304 83,183 96,711
% of contract IT jobs with a recognized job title 94.82% 94.94% 95.17%
Number of daily rates quoted 59,133 54,278 63,733
England median daily rate £450 £440 £425
Median daily rate % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £275 £263 £259
90th Percentile £638 £625 £600
UK median daily rate £450 £428 £425
% change year-on-year +5.14% +0.71% +6.25%
Number of hourly rates quoted 2,869 2,670 2,829
England median hourly rate £18.70 £18.10 £19.00
Median hourly rate % change year-on-year +3.31% -4.74% +8.57%
10th Percentile £11.17 £10.75 £10.41
90th Percentile £48.75 £48.75 £47.00
UK median hourly rate £18.50 £18.50 £19.00
% change year-on-year - -2.63% +8.57%

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 23 July 2018.

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 23 July 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
London -53 109 £475 +5.56% 25
South East +15 60 £450 +5.88% 8
North of England -14 42 £375 +7.14% 8
Yorkshire -13 30 £400 +14.29% 2
South West +12 28 £400 +3.23% 3
East of England +3 26 £444 +1.43% 2
Midlands -18 14 £300 -14.29% 4
North West -34 11 £350 +2.94% 5
East Midlands +5 10 £275 -13.73%
West Midlands -28 4 £375 +7.14% 4
North East +3 1 £325 -32.43% 1
ETL Developer
UK

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

For the 6 months to 23 July 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 across the England region featuring ETL Developer in the job title.

1 279 (100.00%) ETL
2 187 (67.03%) SQL
3 144 (51.61%) Data Warehouse
4 113 (40.50%) Business Intelligence
5 103 (36.92%) SQL Server Integration Services
6 102 (36.56%) SQL Server
7 89 (31.90%) Oracle
8 87 (31.18%) Agile Software Development
9 69 (24.73%) Finance
10 55 (19.71%) Data Integration
11 54 (19.35%) ETL Development
12 50 (17.92%) Data Modelling
13 47 (16.85%) T-SQL
14 45 (16.13%) SQL Server Reporting Services
14 45 (16.13%) Analytics
15 43 (15.41%) Performance Tuning
15 43 (15.41%) Migration
16 42 (15.05%) Talend
17 41 (14.70%) Microsoft
18 38 (13.62%) PL/SQL
19 33 (11.83%) DataStage
19 33 (11.83%) Data Quality
19 33 (11.83%) Relational Database
20 32 (11.47%) SQL Server Analysis Services
21 31 (11.11%) Kimball Methodology
22 29 (10.39%) Unix
23 27 (9.68%) XML
24 26 (9.32%) Data Management
24 26 (9.32%) SQL Server 2016
25 25 (8.96%) Big Data

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 15 (5.38%) SAS
2 7 (2.51%) Apache Spark
3 3 (1.08%) Apache
4 2 (0.72%) Apache Pig
4 2 (0.72%) Luigi
4 2 (0.72%) OpenStack
4 2 (0.72%) SharePoint
5 1 (0.36%) Apache Airflow
5 1 (0.36%) Confluence
Applications
1 7 (2.51%) Microsoft Excel
2 2 (0.72%) Microsoft PowerPoint
2 2 (0.72%) MS Visio
3 1 (0.36%) Microsoft Office
Business Applications
1 4 (1.43%) Dynamics NAV
2 1 (0.36%) Dynamics AX
2 1 (0.36%) Dynamics CRM
2 1 (0.36%) HFM
2 1 (0.36%) Oracle Financials
Cloud Services
1 19 (6.81%) Microsoft Azure
2 18 (6.45%) Amazon AWS
3 13 (4.66%) Google Cloud Platform
4 11 (3.94%) Google Analytics
5 10 (3.58%) Amazon S3
6 9 (3.23%) Azure Data Factory
7 3 (1.08%) SaaS
7 3 (1.08%) Salesforce Service Cloud
8 2 (0.72%) Amazon Kinesis
9 1 (0.36%) GitHub
Communications & Networking
1 12 (4.30%) FTP
2 1 (0.36%) Internet
2 1 (0.36%) SMS
Database & Business Intelligence
1 144 (51.61%) Data Warehouse
2 103 (36.92%) SQL Server Integration Services
3 102 (36.56%) SQL Server
4 45 (16.13%) SQL Server Reporting Services
5 33 (11.83%) DataStage
5 33 (11.83%) Relational Database
6 32 (11.47%) SQL Server Analysis Services
7 26 (9.32%) SQL Server 2016
8 25 (8.96%) Big Data
8 25 (8.96%) DB2
9 23 (8.24%) IBM InfoSphere
10 22 (7.89%) PostgreSQL
11 20 (7.17%) BusinessObjects
12 19 (6.81%) Oracle Database
13 15 (5.38%) Power BI
13 15 (5.38%) SAP Data Services
14 14 (5.02%) QualityStage
15 13 (4.66%) Informix
16 12 (4.30%) BigQuery
16 12 (4.30%) Hadoop
Development Applications
1 19 (6.81%) JIRA
2 6 (2.15%) Team Foundation Server
2 6 (2.15%) Toad
2 6 (2.15%) Visual Studio
3 5 (1.79%) Subversion
4 4 (1.43%) SQL Server Management Studio (SSMS)
5 3 (1.08%) Git (software)
5 3 (1.08%) Oracle APEX
6 2 (0.72%) Mercurial
7 1 (0.36%) Eclipse
7 1 (0.36%) Jenkins
7 1 (0.36%) Visual Studio Team System
General
1 69 (24.73%) Finance
2 17 (6.09%) Banking
3 8 (2.87%) Retail Banking
4 5 (1.79%) Investment Banking
4 5 (1.79%) Marketing
4 5 (1.79%) Retail
5 4 (1.43%) Manufacturing
5 4 (1.43%) Telecoms
6 3 (1.08%) Legal
6 3 (1.08%) Publishing
7 2 (0.72%) Aerospace
7 2 (0.72%) Electronics
8 1 (0.36%) Billing
8 1 (0.36%) Front Office
Libraries, Frameworks & Software Standards
1 27 (9.68%) XML
2 13 (4.66%) JSON
3 12 (4.30%) XML Schema
4 10 (3.58%) Middleware
5 9 (3.23%) .NET
6 5 (1.79%) ODBC
7 3 (1.08%) Kafka
7 3 (1.08%) REST
7 3 (1.08%) RESTful
7 3 (1.08%) Web Services
8 2 (0.72%) JDBC
9 1 (0.36%) Ajax
9 1 (0.36%) CSS
9 1 (0.36%) Entity Framework
9 1 (0.36%) HTML
9 1 (0.36%) J2EE
9 1 (0.36%) SOAP
9 1 (0.36%) XHTML
9 1 (0.36%) XSL
9 1 (0.36%) XSLT
Miscellaneous
1 21 (7.53%) Analytical Skills
2 17 (6.09%) Management Information System
3 7 (2.51%) Greenfield Project
4 5 (1.79%) Data Structures
4 5 (1.79%) Fintech
4 5 (1.79%) Reinsurance
5 4 (1.43%) Fixed Income
5 4 (1.43%) Linked Data
5 4 (1.43%) Mobile App
5 4 (1.43%) Self-Motivation
5 4 (1.43%) Virtual Team
6 3 (1.08%) Client/Server
6 3 (1.08%) NHS
7 2 (0.72%) Mainframe
7 2 (0.72%) Reference Data
8 1 (0.36%) Computer Science
8 1 (0.36%) Credit Risk
8 1 (0.36%) FMCG
8 1 (0.36%) Taxonomies
Operating Systems
1 29 (10.39%) Unix
2 24 (8.60%) Linux
3 4 (1.43%) Solaris
3 4 (1.43%) Windows
4 2 (0.72%) CentOS
4 2 (0.72%) VMS
4 2 (0.72%) Windows Server
5 1 (0.36%) AIX
Processes & Methodologies
1 279 (100.00%) ETL
2 113 (40.50%) Business Intelligence
3 87 (31.18%) Agile Software Development
4 55 (19.71%) Data Integration
5 54 (19.35%) ETL Development
6 50 (17.92%) Data Modelling
7 45 (16.13%) Analytics
8 43 (15.41%) Migration
8 43 (15.41%) Performance Tuning
9 31 (11.11%) Kimball Methodology
10 26 (9.32%) Data Management
11 25 (8.96%) SDLC
12 24 (8.60%) Data Migration
13 23 (8.24%) Dimensional Modelling
14 20 (7.17%) Data Mapping
15 19 (6.81%) Problem-Solving
16 16 (5.73%) Scrum
17 12 (4.30%) Data Analysis
18 11 (3.94%) Stakeholder Management
19 10 (3.58%) Logistics
Programming Languages
1 187 (67.03%) SQL
2 47 (16.85%) T-SQL
3 38 (13.62%) PL/SQL
4 23 (8.24%) Python
5 17 (6.09%) Java
6 13 (4.66%) Shell Script
7 12 (4.30%) C#
8 5 (1.79%) Data Analysis Expressions (DAX)
9 4 (1.43%) R
10 2 (0.72%) ANSI SQL
10 2 (0.72%) C
10 2 (0.72%) C++
10 2 (0.72%) COBOL
10 2 (0.72%) JavaScript
10 2 (0.72%) Perl
10 2 (0.72%) PHP
10 2 (0.72%) PowerShell
10 2 (0.72%) Ruby
11 1 (0.36%) VB
11 1 (0.36%) VBA
Qualifications
1 24 (8.60%) Security Cleared
2 19 (6.81%) SC Cleared
3 3 (1.08%) DBS Check
3 3 (1.08%) Degree
4 2 (0.72%) BPSS Clearance
4 2 (0.72%) MCSA
4 2 (0.72%) MCSE
4 2 (0.72%) Microsoft Certification
5 1 (0.36%) DV Cleared
Quality Assurance & Compliance
1 33 (11.83%) Data Quality
2 10 (3.58%) GDPR
3 9 (3.23%) QA
4 6 (2.15%) PCI DSS
5 2 (0.72%) PMO
System Software
1 2 (0.72%) Hyper-V
Systems Management
1 3 (1.08%) Systems Management Server (SMS)
2 1 (0.36%) Tivoli
Vendors
1 89 (31.90%) Oracle
2 42 (15.05%) Talend
3 41 (14.70%) Microsoft
4 24 (8.60%) Informatica
4 24 (8.60%) Teradata
5 22 (7.89%) SAP
6 18 (6.45%) Google
7 17 (6.09%) Tableau
8 15 (5.38%) IBM
9 8 (2.87%) Citrix
9 8 (2.87%) HP
10 6 (2.15%) Cognos
10 6 (2.15%) Salesforce.com
11 4 (1.43%) Ab Initio
11 4 (1.43%) hybris
12 3 (1.08%) Hortonworks
12 3 (1.08%) Jitterbit
12 3 (1.08%) Netezza
13 2 (0.72%) Vertica
14 1 (0.36%) Cloudera