Period
to 18 November 2017

The median contractor rate for an ETL Developer was £425 per day in advertised job vacancies in England during the 6 months to 18 November 2017.

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 Nov 2017
Same period 2016 Same period 2015
Rank 594 519 507
Rank change year-on-year -75 -12 +63
Contract jobs requiring an ETL Developer 240 379 398
As % of all contract IT jobs advertised in England 0.26% 0.39% 0.38%
As % of the Job Titles category 0.27% 0.41% 0.40%
Number of daily rates quoted 178 262 324
England median daily rate £425 £400 £425
Median daily rate % change year-on-year +6.25% -5.88% -5.56%
10th Percentile £312 £313 £308
90th Percentile £575 £525 £527
UK median daily rate £425 £400 £425
% change year-on-year +6.25% -5.88% -2.86%
Number of hourly rates quoted 3 4 2
England median hourly rate £35.00 £44.50 £37.50
Median hourly rate % change year-on-year -21.35% +18.67% -70.82%
UK median hourly rate £35.00 £44.00 £37.50
% change year-on-year -20.45% +17.33% -70.82%

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 88968 93021 99725
% of contract IT jobs with a recognized job title 94.78% 94.77% 94.96%
Number of daily rates quoted 59275 61281 64512
England median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £263 £256 £250
90th Percentile £625 £600 £600
UK median daily rate £448 £425 £400
% change year-on-year +5.29% +6.25% -
Number of hourly rates quoted 2638 3004 3828
England median hourly rate £18.66 £18.50 £17.89
Median hourly rate % change year-on-year +0.84% +3.41% +8.42%
10th Percentile £10.96 £10.50 £10.50
90th Percentile £47.83 £46.75 £45.00
UK median hourly rate £18.70 £18.00 £18.00
% change year-on-year +3.89% - +9.09%

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 November 2017.

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 November 2017.

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 November 2017. 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 -26 113 £484 +7.50% 8
South East -19 45 £469 +18.67% 1
North of England +4 31 £350 -6.67% 5
Midlands -3 20 £419 +15.52% 1
South West +19 18 £400 +17.65%
Yorkshire -16 17 £350 -6.67% 3
North West +14 14 £350 -11.17% 2
East Midlands -2 11 £375 +15.38%
East of England -20 11 £351 +0.29%
West Midlands +15 9 £425 +11.84% 1
ETL Developer
UK

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

For the 6 months to 18 November 2017, 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.

1 240 (100.00%) ETL
2 139 (57.92%) SQL
3 117 (48.75%) Data Warehouse
4 115 (47.92%) SQL Server
5 90 (37.50%) SQL Server Integration Services
6 79 (32.92%) Business Intelligence
7 61 (25.42%) Finance
8 57 (23.75%) ETL Development
8 57 (23.75%) Agile Software Development
9 53 (22.08%) Microsoft
9 53 (22.08%) Oracle
10 52 (21.67%) Kimball Methodology
11 47 (19.58%) Data Modelling
12 44 (18.33%) Performance Tuning
13 42 (17.50%) T-SQL
14 41 (17.08%) SQL Server Reporting Services
15 36 (15.00%) SQL Server 2008
16 35 (14.58%) Migration
17 31 (12.92%) Data Integration
17 31 (12.92%) SQL Server Analysis Services
17 31 (12.92%) Amazon AWS
18 29 (12.08%) PL/SQL
19 26 (10.83%) SQL Server 2012
20 25 (10.42%) Dimensional Modelling
21 24 (10.00%) Data Management
22 22 (9.17%) Relational Database
23 21 (8.75%) Talend
23 21 (8.75%) Data Quality
23 21 (8.75%) Asset Management
23 21 (8.75%) Banking

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 8 (3.33%) Apache Spark
1 8 (3.33%) SharePoint
2 5 (2.08%) Elasticsearch
3 3 (1.25%) BizTalk Server
3 3 (1.25%) SAS
4 2 (0.83%) Apache
4 2 (0.83%) Apache Pig
4 2 (0.83%) Jetty
5 1 (0.42%) Apache Airflow
5 1 (0.42%) Luigi
Applications
1 3 (1.25%) Microsoft Excel
1 3 (1.25%) Microsoft Office
Business Applications
1 10 (4.17%) Markit EDM
2 3 (1.25%) Cognos TM1
2 3 (1.25%) Dynamics CRM
3 2 (0.83%) Cognos Business Intelligence
4 1 (0.42%) Dynamics AX
4 1 (0.42%) Oracle ERP
4 1 (0.42%) Salesforce.com CRM
Cloud Services
1 31 (12.92%) Amazon AWS
2 13 (5.42%) Amazon S3
3 11 (4.58%) Microsoft Azure
4 6 (2.50%) Amazon Kinesis
4 6 (2.50%) AWS Lambda
4 6 (2.50%) Boomi
4 6 (2.50%) Serverless
5 3 (1.25%) Amazon EMR
5 3 (1.25%) Amazon Glacier
5 3 (1.25%) Force.com
5 3 (1.25%) Office 365
6 2 (0.83%) Amazon EC2
6 2 (0.83%) AWS CloudFormation
6 2 (0.83%) Dynamics 365
6 2 (0.83%) Route 53
6 2 (0.83%) Salesforce Sales Cloud
7 1 (0.42%) Azure Data Factory
7 1 (0.42%) Azure Machine Learning
7 1 (0.42%) Cloud Computing
7 1 (0.42%) Cortana Intelligence Suite
Communications & Networking
1 9 (3.75%) FTP
Database & Business Intelligence
1 117 (48.75%) Data Warehouse
2 115 (47.92%) SQL Server
3 90 (37.50%) SQL Server Integration Services
4 41 (17.08%) SQL Server Reporting Services
5 36 (15.00%) SQL Server 2008
6 31 (12.92%) SQL Server Analysis Services
7 26 (10.83%) SQL Server 2012
8 22 (9.17%) Relational Database
9 20 (8.33%) DataStage
10 17 (7.08%) OLAP
11 16 (6.67%) SQL Server 2016
12 15 (6.25%) NoSQL
13 14 (5.83%) QlikView
14 13 (5.42%) Amazon Redshift
15 12 (5.00%) Oracle Database
15 12 (5.00%) SQL Server 2014
15 12 (5.00%) Star Schema
16 11 (4.58%) Oracle BI EE
16 11 (4.58%) PowerCenter
16 11 (4.58%) RDBMS
Development Applications
1 21 (8.75%) Talend Open Studio
2 9 (3.75%) JIRA
2 9 (3.75%) Octopus Deploy
3 8 (3.33%) Team Foundation Server
4 7 (2.92%) Visual Studio
5 4 (1.67%) Git (software)
5 4 (1.67%) Subversion
6 2 (0.83%) ERwin
6 2 (0.83%) Mercurial
7 1 (0.42%) Eclipse
7 1 (0.42%) JUnit
7 1 (0.42%) Mockito
7 1 (0.42%) SQL Server Management Studio (SSMS)
7 1 (0.42%) TeamCity
7 1 (0.42%) TortoiseSVN
General
1 61 (25.42%) Finance
2 21 (8.75%) Banking
3 9 (3.75%) Investment Banking
3 9 (3.75%) Marketing
4 6 (2.50%) Publishing
5 3 (1.25%) Front Office
6 2 (0.83%) Dutch Language
6 2 (0.83%) Retail
7 1 (0.42%) Advertising
7 1 (0.42%) Electronics
7 1 (0.42%) Financial Institution
7 1 (0.42%) General Ledger
7 1 (0.42%) Manufacturing
7 1 (0.42%) Retail Banking
7 1 (0.42%) Spanish Language
7 1 (0.42%) Telecoms
Libraries, Frameworks & Software Standards
1 16 (6.67%) MDX
2 12 (5.00%) .NET
3 10 (4.17%) Web Services
3 10 (4.17%) XML
4 6 (2.50%) RESTful
5 5 (2.08%) HTML
6 4 (1.67%) JSON
7 3 (1.25%) Ajax
7 3 (1.25%) CSS
7 3 (1.25%) Visualforce
8 2 (0.83%) Middleware
8 2 (0.83%) Natural Language Processing
8 2 (0.83%) Oracle Fusion
8 2 (0.83%) REST
8 2 (0.83%) XML Schema
9 1 (0.42%) Java EE
9 1 (0.42%) SOAP
9 1 (0.42%) Velocity
9 1 (0.42%) WPF
9 1 (0.42%) WSDL
Miscellaneous
1 10 (4.17%) Analytical Skills
2 7 (2.92%) Data Structures
3 6 (2.50%) Fintech
4 5 (2.08%) Fixed Income
4 5 (2.08%) Management Information System
5 3 (1.25%) Credit Risk
5 3 (1.25%) NHS
6 2 (0.83%) CMDB
6 2 (0.83%) Equities
7 1 (0.42%) Computer Science
7 1 (0.42%) Data Protection Act
7 1 (0.42%) Foreign Exchange (FX)
7 1 (0.42%) Greenfield Project
7 1 (0.42%) Hedge funds
7 1 (0.42%) Infotainment
7 1 (0.42%) Market Risk
Operating Systems
1 15 (6.25%) Linux
2 11 (4.58%) Unix
3 4 (1.67%) Windows
4 3 (1.25%) CentOS
5 2 (0.83%) Red Hat Enterprise Linux
6 1 (0.42%) Windows 10
Processes & Methodologies
1 240 (100.00%) ETL
2 79 (32.92%) Business Intelligence
3 57 (23.75%) Agile Software Development
3 57 (23.75%) ETL Development
4 52 (21.67%) Kimball Methodology
5 47 (19.58%) Data Modelling
6 44 (18.33%) Performance Tuning
7 35 (14.58%) Migration
8 31 (12.92%) Data Integration
9 25 (10.42%) Dimensional Modelling
10 24 (10.00%) Data Management
11 21 (8.75%) Asset Management
12 18 (7.50%) Data Migration
13 17 (7.08%) Analytics
14 16 (6.67%) Data Analysis
15 13 (5.42%) CRM
16 11 (4.58%) Data Architecture
16 11 (4.58%) Stakeholder Management
17 9 (3.75%) Data Cleansing
17 9 (3.75%) Data Mapping
Programming Languages
1 139 (57.92%) SQL
2 42 (17.50%) T-SQL
3 29 (12.08%) PL/SQL
4 16 (6.67%) C#
5 14 (5.83%) Java
6 11 (4.58%) Python
6 11 (4.58%) Shell Script
7 7 (2.92%) PowerShell
8 6 (2.50%) Data Analysis Expressions (DAX)
9 5 (2.08%) Scala
10 4 (1.67%) JavaScript
11 3 (1.25%) Apex Code
11 3 (1.25%) Bash Shell
12 1 (0.42%) ANSI SQL
12 1 (0.42%) C++
12 1 (0.42%) PHP
12 1 (0.42%) R
Qualifications
1 12 (5.00%) Degree
2 9 (3.75%) MCITP
2 9 (3.75%) MCSE
2 9 (3.75%) Microsoft Certification
3 6 (2.50%) Security Cleared
4 5 (2.08%) CFA
5 3 (1.25%) SC Cleared
6 2 (0.83%) BPSS Clearance
6 2 (0.83%) Master's Degree
7 1 (0.42%) Computer Science Degree
Quality Assurance & Compliance
1 21 (8.75%) Data Quality
2 2 (0.83%) Disclosure Scotland
3 1 (0.42%) GDPR
3 1 (0.42%) QA
System Software
1 4 (1.67%) HDFS
2 1 (0.42%) Tivoli Workload Scheduler
Systems Management
1 3 (1.25%) Opscode Chef
1 3 (1.25%) Puppet
1 3 (1.25%) Salt
2 1 (0.42%) Control-M
2 1 (0.42%) Oozie
2 1 (0.42%) Terraform
2 1 (0.42%) Tivoli
Vendors
1 53 (22.08%) Microsoft
1 53 (22.08%) Oracle
2 21 (8.75%) Talend
3 19 (7.92%) Informatica
4 18 (7.50%) Tableau
5 13 (5.42%) IBM
6 10 (4.17%) RedGate
6 10 (4.17%) Salesforce.com
7 7 (2.92%) Cognos
8 6 (2.50%) Dell
8 6 (2.50%) Netezza
8 6 (2.50%) SAP
9 5 (2.08%) Alteryx
9 5 (2.08%) Teradata
10 3 (1.25%) Mercator
11 2 (0.83%) Ab Initio
11 2 (0.83%) Cloudera
11 2 (0.83%) GoldenSource
11 2 (0.83%) Hortonworks
11 2 (0.83%) ServiceNow