The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 23 June 2017 with a comparison to the 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.

Extract, Transform and Load (ETL)
London / City of London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 79 71 54
Rank change year-on-year -8 -17  
Contract jobs citing ETL 90 99 206
As % of all contract IT jobs advertised in the City of London 2.73% 2.93% 3.55%
As % of the Processes & Methodologies category 3.10% 3.41% 4.38%
Number of daily rates quoted 65 71 159
Median daily rate £513 £450 £450
Median daily rate % change year-on-year +13.88% -  
90% offered a daily rate of more than £405 £338 £350
10% offered a daily rate of more than £650 £575 £600
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 3
Median hourly rate - - £45.00
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
City of London
Contract job vacancies with a requirement for process and methodology skills 2907 2906 4704
As % of all contract IT job vacancies advertised in the City of London 88.09% 85.87% 80.95%
Number of daily rates quoted 2235 2375 3702
Median daily rate £500 £475 £473
Median daily rate % change year-on-year +5.26% +0.52%  
90% offered a daily rate of more than £350 £335 £325
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 25 25 56
Median hourly rate £20.00 £19.00 £24.50
Median hourly rate % change year-on-year +5.26% -22.44%  
90% offered a hourly rate of more than £14.75 £12.50 £15.00
10% offered a hourly rate of more than £41.00 £31.50 £55.50
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

ETL
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in the City of London

ETL
Contractor Daily Rate Trend in the City of London

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

Contractor daily rate trend for ETL in the City of London

ETL
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing ETL in the City of London over the 3 months to 23 June 2017.

Contractor daily rate histogram for ETL in the City of London

ETL
Contractor Hourly Rate Trend in the City of London

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

Contractor hourly rate trend for ETL in the City of London

For the 6 months to 23 June 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for ETL.

1 104 (59.77%) SQL
2 80 (45.98%) Data Warehouse
3 64 (36.78%) Finance
4 54 (31.03%) Agile Software Development
5 53 (30.46%) SQL Server Integration Services
6 52 (29.89%) Business Intelligence
6 52 (29.89%) Data Modelling
6 52 (29.89%) SQL Server
7 32 (18.39%) Analytics
8 30 (17.24%) Big Data
9 29 (16.67%) Microsoft
10 28 (16.09%) SQL Server Reporting Services
10 28 (16.09%) Data Quality
10 28 (16.09%) Hadoop
11 27 (15.52%) Java
12 24 (13.79%) Migration
13 23 (13.22%) Banking
14 22 (12.64%) C#
15 21 (12.07%) Oracle
15 21 (12.07%) BusinessObjects
15 21 (12.07%) Data Analysis
16 20 (11.49%) SQL Server Analysis Services
17 19 (10.92%) Data Management
17 19 (10.92%) T-SQL
18 18 (10.34%) Data Migration
18 18 (10.34%) JIRA
19 17 (9.77%) Relational Database
19 17 (9.77%) ETL Development
20 16 (9.20%) Analytical Skills
21 15 (8.62%) Performance Tuning

ETL
Co-occurring IT Skills in the City of London 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 13 (7.47%) Apache
2 11 (6.32%) SAS
3 10 (5.75%) Apache Spark
4 5 (2.87%) Confluence
5 3 (1.72%) JBoss
5 3 (1.72%) SharePoint
5 3 (1.72%) WebSphere
6 2 (1.15%) Apache Pig
6 2 (1.15%) BizTalk Server
6 2 (1.15%) Elasticsearch
6 2 (1.15%) IIS
6 2 (1.15%) Tomcat
7 1 (0.57%) Jupyter
7 1 (0.57%) Oracle SOA Suite
7 1 (0.57%) WebLogic
Applications
1 13 (7.47%) Microsoft Excel
2 4 (2.30%) MS Visio
3 3 (1.72%) Microsoft Office
4 1 (0.57%) Microsoft PowerPoint
Business Applications
1 3 (1.72%) Dynamics AX
1 3 (1.72%) SAP S/4HANA
2 2 (1.15%) FastStats
2 2 (1.15%) FastStats PeopleStage
2 2 (1.15%) SAP FI-AR
3 1 (0.57%) Actimize
3 1 (0.57%) Cognos Business Intelligence
3 1 (0.57%) Dynamics CRM
3 1 (0.57%) Markit EDM
3 1 (0.57%) NetSuite
3 1 (0.57%) Oracle EBS
3 1 (0.57%) PeopleSoft HCM
3 1 (0.57%) SAP CRM
Cloud Services
1 9 (5.17%) Microsoft Azure
2 5 (2.87%) Amazon AWS
3 1 (0.57%) Google Analytics
3 1 (0.57%) IaaS
3 1 (0.57%) iPaaS
Communications & Networking
1 1 (0.57%) HTTP
1 1 (0.57%) Internet
1 1 (0.57%) Intranet
1 1 (0.57%) LAN
1 1 (0.57%) WAN
Database & Business Intelligence
1 80 (45.98%) Data Warehouse
2 53 (30.46%) SQL Server Integration Services
3 52 (29.89%) SQL Server
4 30 (17.24%) Big Data
5 28 (16.09%) Hadoop
5 28 (16.09%) SQL Server Reporting Services
6 21 (12.07%) BusinessObjects
7 20 (11.49%) SQL Server Analysis Services
8 17 (9.77%) Relational Database
9 12 (6.90%) SQL Server 2014
10 11 (6.32%) Power BI
11 10 (5.75%) Apache Hive
11 10 (5.75%) NoSQL
12 9 (5.17%) RDBMS
13 8 (4.60%) Oracle Database
13 8 (4.60%) QlikView
14 7 (4.02%) Crystal Reports
14 7 (4.02%) Data Lake
14 7 (4.02%) OLAP
14 7 (4.02%) SQL Server 2008
Development Applications
1 18 (10.34%) JIRA
2 14 (8.05%) Talend Open Studio
3 12 (6.90%) Jenkins
4 11 (6.32%) Team Foundation Server
5 10 (5.75%) Git (software)
6 8 (4.60%) JUnit
7 7 (4.02%) Maven
8 6 (3.45%) Subversion
8 6 (3.45%) Visual Studio
9 5 (2.87%) Mockito
10 4 (2.30%) Eclipse
10 4 (2.30%) ERwin
11 3 (1.72%) Toad
12 2 (1.15%) FitNesse
12 2 (1.15%) Gradle
12 2 (1.15%) HP UFT
12 2 (1.15%) IntelliJ
12 2 (1.15%) NetBeans
12 2 (1.15%) Oracle APEX
12 2 (1.15%) Selenium
General
1 64 (36.78%) Finance
2 23 (13.22%) Banking
3 4 (2.30%) Legal
4 3 (1.72%) Back Office
4 3 (1.72%) Japanese Language
4 3 (1.72%) Marketing
4 3 (1.72%) Retail
5 2 (1.15%) Publishing
6 1 (0.57%) Advertising
6 1 (0.57%) French Language
6 1 (0.57%) Front Office
6 1 (0.57%) General Ledger
Job Titles
1 79 (45.40%) Developer
2 33 (18.97%) Analyst
3 24 (13.79%) Architect
4 21 (12.07%) ETL Developer
5 19 (10.92%) Data Analyst
6 15 (8.62%) Business Developer
6 15 (8.62%) Business Intelligence Developer
6 15 (8.62%) SQL Developer
7 14 (8.05%) Data Architect
8 12 (6.90%) Data Engineer
9 10 (5.75%) Solutions Architect
9 10 (5.75%) SSIS Developer
10 9 (5.17%) Consultant
10 9 (5.17%) ETL Analyst
10 9 (5.17%) Test Analyst
11 8 (4.60%) Senior Developer
11 8 (4.60%) SQL Analyst
12 6 (3.45%) Big Data Developer
12 6 (3.45%) Database Developer
12 6 (3.45%) Java Developer
Libraries, Frameworks & Software Standards
1 13 (7.47%) .NET
2 11 (6.32%) Web Services
3 10 (5.75%) XML
4 7 (4.02%) MDX
4 7 (4.02%) Spring
5 4 (2.30%) AngularJS
5 4 (2.30%) Apache Commons
5 4 (2.30%) Cascading
5 4 (2.30%) JSON
5 4 (2.30%) Middleware
6 3 (1.72%) HTML
6 3 (1.72%) HTML5
6 3 (1.72%) J2EE
6 3 (1.72%) WPF
7 2 (1.15%) ASP.NET
7 2 (1.15%) Entity Framework
7 2 (1.15%) jQuery
7 2 (1.15%) Kafka
7 2 (1.15%) Node.js
7 2 (1.15%) WCF
Miscellaneous
1 16 (9.20%) Analytical Skills
2 12 (6.90%) Data Structures
3 10 (5.75%) Management Information System
4 5 (2.87%) Algorithms
4 5 (2.87%) Computer Science
5 4 (2.30%) Greenfield Project
6 3 (1.72%) Credit Risk
6 3 (1.72%) Market Risk
7 2 (1.15%) Blog
7 2 (1.15%) Derivative
7 2 (1.15%) Equities
7 2 (1.15%) Fixed Income
7 2 (1.15%) Foreign Exchange (FX)
7 2 (1.15%) Reinsurance
7 2 (1.15%) User Experience
8 1 (0.57%) Data Centre
8 1 (0.57%) Mobile Banking
8 1 (0.57%) NHS
8 1 (0.57%) Replication
8 1 (0.57%) Virtual Team
Operating Systems
1 8 (4.60%) Linux
2 7 (4.02%) Windows
3 6 (3.45%) Unix
4 2 (1.15%) Mac OS X
5 1 (0.57%) Windows Server
Processes & Methodologies
1 54 (31.03%) Agile Software Development
2 52 (29.89%) Business Intelligence
2 52 (29.89%) Data Modelling
3 32 (18.39%) Analytics
4 24 (13.79%) Migration
5 21 (12.07%) Data Analysis
6 19 (10.92%) Data Management
7 18 (10.34%) Data Migration
8 17 (9.77%) ETL Development
9 15 (8.62%) Performance Tuning
9 15 (8.62%) Scrum
10 13 (7.47%) Data Integration
11 12 (6.90%) Data Architecture
11 12 (6.90%) Test Automation
12 10 (5.75%) Stakeholder Management
12 10 (5.75%) TDD
12 10 (5.75%) Unit Testing
13 9 (5.17%) Data Analytics
13 9 (5.17%) SDLC
14 8 (4.60%) Physical Data Model
Programming Languages
1 104 (59.77%) SQL
2 27 (15.52%) Java
3 22 (12.64%) C#
4 19 (10.92%) T-SQL
5 13 (7.47%) Python
6 10 (5.75%) PL/SQL
7 7 (4.02%) JavaScript
8 6 (3.45%) Bash Shell
9 5 (2.87%) Scala
10 4 (2.30%) Shell Script
10 4 (2.30%) VBA
11 3 (1.72%) R
12 2 (1.15%) Data Analysis Expressions (DAX)
12 2 (1.15%) PowerShell
13 1 (0.57%) Apex Code
13 1 (0.57%) C
13 1 (0.57%) C++
13 1 (0.57%) Groovy
13 1 (0.57%) MATLAB
13 1 (0.57%) Ruby
Qualifications
1 11 (6.32%) Degree
2 3 (1.72%) Computer Science Degree
2 3 (1.72%) SC Cleared
2 3 (1.72%) Security Cleared
3 1 (0.57%) Master's Degree
3 1 (0.57%) PMI Certification
3 1 (0.57%) PMP
Quality Assurance & Compliance
1 28 (16.09%) Data Quality
2 7 (4.02%) QA
3 6 (3.45%) Solvency II
4 3 (1.72%) MiFID
5 1 (0.57%) Dodd-Frank
5 1 (0.57%) EMIR
5 1 (0.57%) GDPR
5 1 (0.57%) IFRS
5 1 (0.57%) ISO 20022
5 1 (0.57%) PCI DSS
5 1 (0.57%) SLA
System Software
1 3 (1.72%) HDFS
2 1 (0.57%) Apache Flume
2 1 (0.57%) Oracle RAC
2 1 (0.57%) Virtual Servers
Systems Management
1 4 (2.30%) Oozie
2 3 (1.72%) MOM
2 3 (1.72%) Puppet
3 2 (1.15%) Control-M
3 2 (1.15%) Opscode Chef
4 1 (0.57%) Hadoop YARN
Vendors
1 29 (16.67%) Microsoft
2 21 (12.07%) Oracle
3 15 (8.62%) Informatica
4 14 (8.05%) Talend
5 10 (5.75%) Tableau
6 9 (5.17%) SAP
7 6 (3.45%) Netezza
8 5 (2.87%) Ab Initio
8 5 (2.87%) Teradata
9 4 (2.30%) Sybase
10 3 (1.72%) Cloudera
10 3 (1.72%) IBM
11 2 (1.15%) Alteryx
11 2 (1.15%) Apteco
11 2 (1.15%) CA Agile Central
11 2 (1.15%) Greenplum
11 2 (1.15%) MapR
11 2 (1.15%) Remedy
11 2 (1.15%) Salesforce.com
11 2 (1.15%) Vertica
City, London
Devonshire Hayes Recruitment Specialists Ltd
Rate: From £380 to £410 per day
Posted: 22 hours ago
City, London
I3
Rate: £525 - £550 per day
Posted: 4 days ago