Period
to 18 January 2018

The median contractor rate for an ETL Developer was £425 per day in advertised job vacancies in England during the 6 months to 18 January 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 622 522 492
Rank change year-on-year -100 -30 +70
Contract jobs requiring an ETL Developer 216 331 386
As % of all contract IT jobs advertised in England 0.23% 0.37% 0.39%
As % of the Job Titles category 0.25% 0.39% 0.41%
Number of daily rates quoted 157 216 320
England median daily rate £425 £408 £425
Median daily rate % change year-on-year +4.29% -4.17% -5.50%
10th Percentile £313 £303 £313
90th Percentile £575 £510 £535
UK median daily rate £425 £400 £425
% change year-on-year +6.25% -5.88% -
Number of hourly rates quoted 3 6 2
England median hourly rate £35.00 £44.00 £41.75
Median hourly rate % change year-on-year -20.45% +5.39% -4.02%
UK median hourly rate £35.00 £44.00 £41.75
% change year-on-year -20.45% +5.39% -4.02%

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 87,499 85,538 93,500
% of contract IT jobs with a recognized job title 94.74% 94.76% 95.05%
Number of daily rates quoted 58,692 56,349 60,467
England median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £263 £256 £250
90th Percentile £638 £610 £600
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 2,538 2,914 3,579
England median hourly rate £18.30 £18.39 £18.50
Median hourly rate % change year-on-year -0.48% -0.61% +12.12%
10th Percentile £10.80 £10.50 £10.50
90th Percentile £47.83 £47.00 £46.25
UK median hourly rate £18.50 £18.00 £18.52
% change year-on-year +2.78% -2.81% +12.24%

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 18 January 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
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing ETL Developer in England over the 6 months to 18 January 2018.

Contractor hourly rate histogram 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 18 January 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 -30 108 £450 +5.88% 23
South East -62 36 £469 +4.17% 7
North of England -10 33 £388 +6.90% 3
Yorkshire -21 19 £350 -3.45% 2
Midlands -21 15 £419 +19.64% 3
South West +20 13 £400 +6.31% 4
North West +6 11 £375 +5.63% 1
East of England -16 10 £363 +3.57% 3
West Midlands -2 8 £425 +17.24%
East Midlands -12 7 £190 -39.20% 3
North East +50 3 £450 +16.13%
ETL Developer
UK

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

For the 6 months to 18 January 2018, ETL Developer contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region featuring ETL Developer in the job title.

1 216 (100.00%) ETL
2 135 (62.50%) SQL
3 100 (46.30%) SQL Server
4 87 (40.28%) Data Warehouse
5 79 (36.57%) SQL Server Integration Services
6 71 (32.87%) Business Intelligence
7 62 (28.70%) Oracle
8 55 (25.46%) Microsoft
9 54 (25.00%) Finance
10 49 (22.69%) Data Modelling
11 47 (21.76%) Agile Software Development
12 44 (20.37%) T-SQL
13 36 (16.67%) ETL Development
14 33 (15.28%) Kimball Methodology
15 32 (14.81%) SQL Server Reporting Services
16 31 (14.35%) Migration
16 31 (14.35%) Performance Tuning
17 29 (13.43%) Amazon AWS
17 29 (13.43%) Data Management
18 28 (12.96%) Data Integration
19 27 (12.50%) SQL Server 2008
20 24 (11.11%) PL/SQL
20 24 (11.11%) Relational Database
21 22 (10.19%) Data Quality
22 21 (9.72%) Banking
23 20 (9.26%) Data Migration
23 20 (9.26%) SQL Server Analysis Services
24 19 (8.80%) DataStage
25 18 (8.33%) Analytics
26 17 (7.87%) SQL Server 2012

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 10 (4.63%) SharePoint
2 8 (3.70%) Apache Spark
3 5 (2.31%) Elasticsearch
3 5 (2.31%) SAS
4 2 (0.93%) Apache Pig
4 2 (0.93%) BizTalk Server
4 2 (0.93%) Jetty
5 1 (0.46%) Apache Airflow
5 1 (0.46%) Luigi
Applications
1 6 (2.78%) Microsoft Excel
2 2 (0.93%) Microsoft Office
Business Applications
1 10 (4.63%) Markit EDM
2 2 (0.93%) Cognos Business Intelligence
2 2 (0.93%) Cognos TM1
2 2 (0.93%) Dynamics CRM
3 1 (0.46%) Dynamics AX
3 1 (0.46%) Oracle ERP
3 1 (0.46%) Salesforce.com CRM
Cloud Services
1 29 (13.43%) Amazon AWS
2 15 (6.94%) Amazon S3
3 9 (4.17%) AWS Lambda
3 9 (4.17%) Serverless
4 7 (3.24%) Amazon Kinesis
5 6 (2.78%) Boomi
6 5 (2.31%) Microsoft Azure
6 5 (2.31%) Office 365
7 3 (1.39%) Amazon EMR
7 3 (1.39%) Amazon Glacier
7 3 (1.39%) Force.com
7 3 (1.39%) Google Cloud Platform
7 3 (1.39%) Salesforce Sales Cloud
8 2 (0.93%) Amazon EC2
8 2 (0.93%) AWS CloudFormation
8 2 (0.93%) AWS Data Pipeline
8 2 (0.93%) Route 53
9 1 (0.46%) Azure Data Factory
9 1 (0.46%) Dynamics 365
9 1 (0.46%) SaaS
Communications & Networking
1 9 (4.17%) FTP
Database & Business Intelligence
1 100 (46.30%) SQL Server
2 87 (40.28%) Data Warehouse
3 79 (36.57%) SQL Server Integration Services
4 32 (14.81%) SQL Server Reporting Services
5 27 (12.50%) SQL Server 2008
6 24 (11.11%) Relational Database
7 20 (9.26%) SQL Server Analysis Services
8 19 (8.80%) DataStage
9 17 (7.87%) NoSQL
9 17 (7.87%) SQL Server 2012
10 16 (7.41%) Oracle Database
11 15 (6.94%) Amazon Redshift
12 14 (6.48%) DB2
13 13 (6.02%) Big Data
14 10 (4.63%) Hadoop
14 10 (4.63%) MySQL
14 10 (4.63%) RDBMS
14 10 (4.63%) SQL Server 2014
15 9 (4.17%) Amazon RDS
15 9 (4.17%) PowerCenter
Development Applications
1 8 (3.70%) Team Foundation Server
2 7 (3.24%) Git (software)
3 5 (2.31%) JIRA
3 5 (2.31%) Visual Studio
4 4 (1.85%) Subversion
5 3 (1.39%) Jenkins
6 2 (0.93%) ERwin
6 2 (0.93%) Mercurial
7 1 (0.46%) Eclipse
7 1 (0.46%) Octopus Deploy
7 1 (0.46%) TeamCity
7 1 (0.46%) TortoiseSVN
General
1 54 (25.00%) Finance
2 21 (9.72%) Banking
3 8 (3.70%) Marketing
4 3 (1.39%) Front Office
4 3 (1.39%) Retail Banking
5 2 (0.93%) Publishing
6 1 (0.46%) Advertising
6 1 (0.46%) Dutch Language
6 1 (0.46%) Electronics
6 1 (0.46%) Investment Banking
6 1 (0.46%) Manufacturing
6 1 (0.46%) Pharmaceutical
6 1 (0.46%) Retail
6 1 (0.46%) Spanish Language
6 1 (0.46%) Telecoms
Libraries, Frameworks & Software Standards
1 12 (5.56%) XML
2 11 (5.09%) .NET
3 10 (4.63%) Web Services
4 8 (3.70%) MDX
5 6 (2.78%) JSON
5 6 (2.78%) RESTful
6 5 (2.31%) HTML
7 3 (1.39%) Ajax
7 3 (1.39%) CSS
7 3 (1.39%) JMS
7 3 (1.39%) Oracle Fusion
7 3 (1.39%) REST
7 3 (1.39%) Spring
7 3 (1.39%) Visualforce
8 2 (0.93%) Middleware
8 2 (0.93%) Natural Language Processing
8 2 (0.93%) SOAP
8 2 (0.93%) XML Schema
9 1 (0.46%) Java EE
9 1 (0.46%) WSDL
Miscellaneous
1 12 (5.56%) Analytical Skills
2 8 (3.70%) Data Structures
2 8 (3.70%) Management Information System
3 6 (2.78%) Fintech
4 4 (1.85%) Greenfield Project
4 4 (1.85%) NHS
5 3 (1.39%) Foreign Exchange (FX)
5 3 (1.39%) Replication
6 2 (0.93%) CMDB
6 2 (0.93%) Computer Science
6 2 (0.93%) Credit Risk
6 2 (0.93%) Equities
6 2 (0.93%) Life Science
7 1 (0.46%) Data Protection Act
7 1 (0.46%) Fixed Income
7 1 (0.46%) Hedge funds
7 1 (0.46%) Infotainment
7 1 (0.46%) Mainframe
7 1 (0.46%) Market Risk
Operating Systems
1 13 (6.02%) Linux
2 12 (5.56%) Unix
3 3 (1.39%) CentOS
3 3 (1.39%) Windows
4 2 (0.93%) Red Hat Enterprise Linux
5 1 (0.46%) Windows 10
Processes & Methodologies
1 216 (100.00%) ETL
2 71 (32.87%) Business Intelligence
3 49 (22.69%) Data Modelling
4 47 (21.76%) Agile Software Development
5 36 (16.67%) ETL Development
6 33 (15.28%) Kimball Methodology
7 31 (14.35%) Migration
7 31 (14.35%) Performance Tuning
8 29 (13.43%) Data Management
9 28 (12.96%) Data Integration
10 20 (9.26%) Data Migration
11 18 (8.33%) Analytics
12 13 (6.02%) Dimensional Modelling
13 12 (5.56%) CRM
13 12 (5.56%) Data Analysis
14 11 (5.09%) Data Mapping
14 11 (5.09%) Unit Testing
15 10 (4.63%) Data Architecture
16 9 (4.17%) Asset Management
16 9 (4.17%) Mentoring
Programming Languages
1 135 (62.50%) SQL
2 44 (20.37%) T-SQL
3 24 (11.11%) PL/SQL
4 16 (7.41%) Java
5 11 (5.09%) C#
6 10 (4.63%) Shell Script
7 9 (4.17%) Python
8 3 (1.39%) Apex Code
8 3 (1.39%) Bash Shell
8 3 (1.39%) JavaScript
8 3 (1.39%) PowerShell
8 3 (1.39%) R
9 2 (0.93%) C
9 2 (0.93%) Scala
10 1 (0.46%) C++
10 1 (0.46%) Data Analysis Expressions (DAX)
10 1 (0.46%) PHP
10 1 (0.46%) VB.NET
10 1 (0.46%) VBA
10 1 (0.46%) VBScript
Qualifications
1 13 (6.02%) Degree
2 6 (2.78%) Security Cleared
3 3 (1.39%) SC Cleared
4 2 (0.93%) BPSS Clearance
4 2 (0.93%) Computer Science Degree
5 1 (0.46%) CFA
5 1 (0.46%) Master's Degree
5 1 (0.46%) MCITP
5 1 (0.46%) MCSE
5 1 (0.46%) Microsoft Certification
Quality Assurance & Compliance
1 22 (10.19%) Data Quality
2 7 (3.24%) QA
3 3 (1.39%) GDPR
4 2 (0.93%) Disclosure Scotland
5 1 (0.46%) IFRS
5 1 (0.46%) PMO
System Software
1 4 (1.85%) HDFS
2 1 (0.46%) Tivoli Workload Scheduler
Systems Management
1 3 (1.39%) Opscode Chef
1 3 (1.39%) Puppet
1 3 (1.39%) Salt
2 1 (0.46%) Control-M
2 1 (0.46%) Terraform
2 1 (0.46%) Tivoli
Vendors
1 62 (28.70%) Oracle
2 55 (25.46%) Microsoft
3 17 (7.87%) Informatica
4 16 (7.41%) Tableau
4 16 (7.41%) Talend
5 11 (5.09%) Salesforce.com
6 10 (4.63%) IBM
7 9 (4.17%) SAP
8 8 (3.70%) Cloudera
8 8 (3.70%) Hortonworks
9 7 (3.24%) Alteryx
10 6 (2.78%) Cognos
10 6 (2.78%) Dell
10 6 (2.78%) Teradata
11 3 (1.39%) Netezza
12 2 (0.93%) Ab Initio
12 2 (0.93%) GoldenSource
12 2 (0.93%) Mercator
12 2 (0.93%) ServiceNow
12 2 (0.93%) Vertica