Period
to 16 October 2018

The median contractor rate for an ETL Developer was £450 per day in advertised job vacancies in England during the 6 months to 16 October 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
16 Oct 2018
Same period 2017 Same period 2016
Rank 584 627 509
Rank change year-on-year +43 -118 -17
Contract jobs requiring an ETL Developer 285 231 367
As % of all contract IT jobs advertised in England 0.30% 0.25% 0.37%
As % of the Job Titles category 0.32% 0.27% 0.39%
Number of daily rates quoted 224 170 256
England median daily rate £450 £444 £400
Median daily rate % change year-on-year +1.41% +10.94% -5.88%
10th Percentile £331 £318 £313
90th Percentile £550 £576 £525
UK median daily rate £439 £425 £400
% change year-on-year +3.24% +6.25% -5.88%
Number of hourly rates quoted 0 2 4
England median hourly rate - £35.00 £44.50
Median hourly rate % change year-on-year - -21.35% +18.67%
UK median hourly rate - £35.00 £44.00
% change year-on-year - -20.45% +17.33%

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 89,253 86,526 92,988
% of contract IT jobs with a recognized job title 94.70% 94.86% 94.91%
Number of daily rates quoted 59,403 57,308 61,254
England median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +6.25%
10th Percentile £275 £263 £256
90th Percentile £638 £625 £600
UK median daily rate £450 £440 £425
% change year-on-year +2.27% +3.53% +6.25%
Number of hourly rates quoted 2,841 2,570 2,965
England median hourly rate £18.35 £18.70 £18.50
Median hourly rate % change year-on-year -1.87% +1.08% +4.11%
10th Percentile £11.17 £10.75 £10.50
90th Percentile £48.75 £48.75 £46.50
UK median hourly rate £18.00 £18.70 £18.50
% change year-on-year -3.74% +1.08% +2.78%

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 16 October 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 16 October 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 -12 113 £450 -10.00% 15
South East +8 56 £445 -6.32% 7
North of England -2 51 £400 +14.29% 10
East of England +28 36 £550 +56.70% 7
Yorkshire -1 35 £413 +17.86% 2
South West -12 22 £455 +13.75% 8
North West -5 14 £375 - 7
Midlands -25 7 £475 +18.75% 1
East Midlands -7 4 £500 +42.86% 1
West Midlands -28 3 £456 +8.96%
North East - 2 £338 - 1
ETL Developer
UK

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

For the 6 months to 16 October 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.

1 285 (100.00%) ETL
2 202 (70.88%) SQL
3 147 (51.58%) Data Warehouse
4 120 (42.11%) SQL Server
5 106 (37.19%) SQL Server Integration Services
6 103 (36.14%) Business Intelligence
7 90 (31.58%) Oracle
8 87 (30.53%) Agile Software Development
9 61 (21.40%) PL/SQL
9 61 (21.40%) T-SQL
10 60 (21.05%) Finance
11 53 (18.60%) ETL Development
12 52 (18.25%) Migration
12 52 (18.25%) SQL Server Reporting Services
13 50 (17.54%) Data Integration
13 50 (17.54%) Talend
14 46 (16.14%) Relational Database
14 46 (16.14%) Data Modelling
15 45 (15.79%) Microsoft
16 43 (15.09%) XML
17 42 (14.74%) SQL Server 2016
18 41 (14.39%) Data Migration
19 40 (14.04%) Analytics
20 36 (12.63%) JIRA
21 35 (12.28%) Kimball Methodology
22 34 (11.93%) JSON
23 33 (11.58%) Security Cleared
24 32 (11.23%) Data Mapping
25 31 (10.88%) Unix
25 31 (10.88%) C#

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 (5.26%) SAS
2 11 (3.86%) Apache Spark
3 4 (1.40%) Confluence
4 2 (0.70%) Apache
4 2 (0.70%) Luigi
4 2 (0.70%) WebLogic
5 1 (0.35%) Apache Airflow
5 1 (0.35%) Apache Pig
5 1 (0.35%) Tomcat
Applications
1 10 (3.51%) Microsoft Excel
2 3 (1.05%) Microsoft Office
3 2 (0.70%) Microsoft PowerPoint
3 2 (0.70%) MS Visio
4 1 (0.35%) Spreadsheet
Business Applications
1 5 (1.75%) Dynamics CRM
2 4 (1.40%) Dynamics NAV
3 3 (1.05%) Dynamics AX
4 1 (0.35%) HFM
4 1 (0.35%) NetSuite
4 1 (0.35%) Oracle Financials
Cloud Services
1 21 (7.37%) Amazon AWS
1 21 (7.37%) Microsoft Azure
2 14 (4.91%) Google Cloud Platform
3 12 (4.21%) Amazon S3
4 10 (3.51%) Azure Data Factory
5 8 (2.81%) Google Analytics
6 4 (1.40%) Amazon Kinesis
7 3 (1.05%) Dynamics 365
7 3 (1.05%) SaaS
8 2 (0.70%) Amazon CloudWatch
8 2 (0.70%) Amazon EC2
8 2 (0.70%) Amazon SageMaker
8 2 (0.70%) AWS CloudFormation
8 2 (0.70%) AWS CloudTrail
8 2 (0.70%) Virtual Private Cloud
9 1 (0.35%) Amazon EMR
9 1 (0.35%) Boomi
9 1 (0.35%) GitHub
9 1 (0.35%) Office 365
Communications & Networking
1 2 (0.70%) SMS
2 1 (0.35%) PuTTY
Database & Business Intelligence
1 147 (51.58%) Data Warehouse
2 120 (42.11%) SQL Server
3 106 (37.19%) SQL Server Integration Services
4 52 (18.25%) SQL Server Reporting Services
5 46 (16.14%) Relational Database
6 42 (14.74%) SQL Server 2016
7 30 (10.53%) SQL Server Analysis Services
8 29 (10.18%) PostgreSQL
9 26 (9.12%) BusinessObjects
10 25 (8.77%) DataStage
11 23 (8.07%) Oracle ODI
12 22 (7.72%) Big Data
13 21 (7.37%) Power BI
14 18 (6.32%) Oracle Database
15 17 (5.96%) SAP Data Services
16 16 (5.61%) DB2
17 15 (5.26%) Hadoop
17 15 (5.26%) OLAP
18 14 (4.91%) Data Lake
18 14 (4.91%) Oracle OLAP
Development Applications
1 36 (12.63%) JIRA
2 18 (6.32%) Subversion
3 10 (3.51%) Toad
4 6 (2.11%) Visual Studio
5 4 (1.40%) Git (software)
5 4 (1.40%) Jenkins
6 3 (1.05%) Oracle APEX
6 3 (1.05%) Team Foundation Server
7 2 (0.70%) CA Gen
7 2 (0.70%) Visual Studio Team System
8 1 (0.35%) Bitbucket
8 1 (0.35%) Eclipse
8 1 (0.35%) GitLab
General
1 60 (21.05%) Finance
2 15 (5.26%) Banking
3 8 (2.81%) Retail Banking
4 6 (2.11%) Telecoms
5 5 (1.75%) Publishing
6 4 (1.40%) Marketing
6 4 (1.40%) Retail
7 3 (1.05%) Investment Banking
8 2 (0.70%) Law
8 2 (0.70%) Legal
9 1 (0.35%) Aerospace
9 1 (0.35%) Billing
9 1 (0.35%) Financial Institution
9 1 (0.35%) Pharmaceutical
Libraries, Frameworks & Software Standards
1 43 (15.09%) XML
2 34 (11.93%) JSON
3 14 (4.91%) Web Services
4 8 (2.81%) .NET
5 6 (2.11%) Oracle GoldenGate
6 4 (1.40%) REST
7 3 (1.05%) ODBC
7 3 (1.05%) Oracle Fusion
7 3 (1.05%) SOAP
8 2 (0.70%) J2EE
8 2 (0.70%) JDBC
8 2 (0.70%) Kafka
8 2 (0.70%) Middleware
8 2 (0.70%) XSLT
9 1 (0.35%) Apache Camel
9 1 (0.35%) Entity Framework
9 1 (0.35%) FIX Protocol
9 1 (0.35%) Lucene
9 1 (0.35%) MDX
9 1 (0.35%) RESTful
Miscellaneous
1 27 (9.47%) Analytical Skills
2 18 (6.32%) Reference Data
3 7 (2.46%) Data Structures
3 7 (2.46%) Replication
4 5 (1.75%) Greenfield Project
4 5 (1.75%) Mobile App
4 5 (1.75%) Virtual Team
5 4 (1.40%) Management Information System
5 4 (1.40%) Reinsurance
6 3 (1.05%) Client/Server
7 2 (0.70%) Computer Science
8 1 (0.35%) Credit Risk
8 1 (0.35%) Fintech
8 1 (0.35%) Fixed Income
8 1 (0.35%) FMCG
8 1 (0.35%) Mainframe
8 1 (0.35%) NHS
8 1 (0.35%) Self-Motivation
8 1 (0.35%) Taxonomies
Operating Systems
1 31 (10.88%) Unix
2 11 (3.86%) Linux
3 4 (1.40%) Solaris
4 3 (1.05%) Windows
4 3 (1.05%) Windows Server
5 2 (0.70%) CentOS
6 1 (0.35%) AIX
Processes & Methodologies
1 285 (100.00%) ETL
2 103 (36.14%) Business Intelligence
3 87 (30.53%) Agile Software Development
4 53 (18.60%) ETL Development
5 52 (18.25%) Migration
6 50 (17.54%) Data Integration
7 46 (16.14%) Data Modelling
8 41 (14.39%) Data Migration
9 40 (14.04%) Analytics
10 35 (12.28%) Kimball Methodology
11 32 (11.23%) Data Mapping
12 29 (10.18%) Performance Tuning
13 28 (9.82%) Data Analysis
14 27 (9.47%) Dimensional Modelling
15 23 (8.07%) Scrum
16 22 (7.72%) Problem-Solving
17 19 (6.67%) BDD
17 19 (6.67%) TDD
18 18 (6.32%) Scaled Agile Framework
18 18 (6.32%) Test Automation
Programming Languages
1 202 (70.88%) SQL
2 61 (21.40%) PL/SQL
2 61 (21.40%) T-SQL
3 31 (10.88%) C#
4 21 (7.37%) Python
5 20 (7.02%) Shell Script
6 11 (3.86%) Java
7 6 (2.11%) Data Analysis Expressions (DAX)
8 3 (1.05%) JavaScript
8 3 (1.05%) R
9 2 (0.70%) C++
9 2 (0.70%) COBOL
9 2 (0.70%) Perl
9 2 (0.70%) PowerShell
9 2 (0.70%) Ruby
9 2 (0.70%) Scala
9 2 (0.70%) VB
9 2 (0.70%) VBA
10 1 (0.35%) ABAP
10 1 (0.35%) Bash Shell
Qualifications
1 33 (11.58%) Security Cleared
2 30 (10.53%) SC Cleared
3 5 (1.75%) Degree
4 2 (0.70%) AWS Certification
4 2 (0.70%) DBS Check
5 1 (0.35%) BPSS Clearance
Quality Assurance & Compliance
1 25 (8.77%) Data Quality
2 4 (1.40%) GDPR
3 3 (1.05%) PCI DSS
4 2 (0.70%) QA
System Software
1 2 (0.70%) Docker
Systems Management
1 2 (0.70%) Systems Management Server (SMS)
2 1 (0.35%) Control-M
2 1 (0.35%) Tivoli
Vendors
1 90 (31.58%) Oracle
2 50 (17.54%) Talend
3 45 (15.79%) Microsoft
4 27 (9.47%) SAP
5 25 (8.77%) Informatica
6 16 (5.61%) Google
6 16 (5.61%) Tableau
7 14 (4.91%) Teradata
8 12 (4.21%) IBM
9 6 (2.11%) EXASOL
10 4 (1.40%) hybris
10 4 (1.40%) Salesforce.com
11 3 (1.05%) Ab Initio
11 3 (1.05%) Cognos
11 3 (1.05%) Hortonworks
11 3 (1.05%) Netezza
11 3 (1.05%) Workday
12 2 (0.70%) Atlassian
12 2 (0.70%) BEA
12 2 (0.70%) Pega