The table below looks at the statistics for ETL skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / City of London
Rank 61 74 69
Rank change year-on-year
+13 -5
Contract jobs citing ETL 99 82 150
As % of all contract IT jobs located in the City of London 3.34% 2.61% 2.89%
As % of the Processes & Methodologies category 3.95% 3.02% 3.50%
Number of daily rates quoted 75 74 128
Median daily rate £475 £475 £456
Median daily rate % change year-on-year
- +4.10%
90% offered a daily rate of more than £373 £338 £350
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £403 £400 £395
% change year-on-year
+0.62% +1.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.50
% change year-on-year
-28.57% +53.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2505 2719 4290
As % of all contract IT jobs located in the City of London 84.54% 86.65% 82.74%
Number of daily rates quoted 1979 2157 3349
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 14 30 33
Median hourly rate £21.75 £22.00 £23.50
Median hourly rate % change year-on-year
-1.13% -6.38%
90% offered a hourly rate of more than £13.50 £13.00 £13.55
10% offered a hourly rate of more than £80.00 £53.00 £45.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

ETL
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the City of London

ETL
Daily Rate Trend in the City of London

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

ETL Daily Rate Trend in the City of London

ETL
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the City of London region over the 3 months to 20 February 2017.

ETL Daily Rate Histogram in the City of London

ETL
Hourly Rate Trend in the City of London

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

ETL Hourly Rate Trend in the City of London

ETL
Top 30 Related IT Skills in the City of London

For the 6 months to 20 February 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.

1 134 (66.67%) SQL
2 87 (43.28%) Data Warehouse
3 68 (33.83%) SQL Server Integration Services
4 66 (32.84%) SQL Server
5 65 (32.34%) Business Intelligence
6 64 (31.84%) Data Modelling
7 61 (30.35%) Finance
8 57 (28.36%) Agile Software Development
9 47 (23.38%) SQL Server Reporting Services
10 43 (21.39%) Microsoft
11 41 (20.40%) Data Quality
11 41 (20.40%) Big Data
11 41 (20.40%) Analytics
12 37 (18.41%) Hadoop
13 33 (16.42%) SQL Server Analysis Services
13 33 (16.42%) T-SQL
14 30 (14.93%) Oracle
14 30 (14.93%) Analytical Skills
15 27 (13.43%) Data Integration
16 26 (12.94%) Performance Tuning
16 26 (12.94%) Java
17 24 (11.94%) C#
18 23 (11.44%) Data Analysis
19 22 (10.95%) Banking
20 21 (10.45%) Python
20 21 (10.45%) Degree
21 20 (9.95%) Apache Hive
21 20 (9.95%) Relational Database
21 20 (9.95%) Teradata
22 19 (9.45%) XML

ETL
Top Related 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 15 (7.46%) Apache Spark
2 10 (4.98%) Apache Pig
2 10 (4.98%) SAS
3 8 (3.98%) SharePoint
4 5 (2.49%) JBoss
5 2 (1.00%) Confluence
5 2 (1.00%) Elasticsearch
5 2 (1.00%) WebLogic
6 1 (0.50%) Apache
6 1 (0.50%) Tomcat
Applications
1 19 (9.45%) MS Excel
2 5 (2.49%) MS Office
2 5 (2.49%) SPSS
3 3 (1.49%) MS Visio
4 1 (0.50%) MS PowerPoint
4 1 (0.50%) MS Project
4 1 (0.50%) Photoshop
4 1 (0.50%) Spreadsheet
Business Applications
1 9 (4.48%) Dynamics AX
2 3 (1.49%) Dynamics CRM
3 2 (1.00%) SAP Oil and Gas
4 1 (0.50%) Cognos Business Intelligence
4 1 (0.50%) Dynamics GP
4 1 (0.50%) FastStats
4 1 (0.50%) FastStats PeopleStage
4 1 (0.50%) Oracle Assets
4 1 (0.50%) Oracle Cash Management
4 1 (0.50%) Oracle Payables
4 1 (0.50%) Oracle Receivables
4 1 (0.50%) SAP CO
4 1 (0.50%) SAP ERP
4 1 (0.50%) SAP FI
4 1 (0.50%) SAP FI/CO
Cloud Services
1 13 (6.47%) Microsoft Azure
2 7 (3.48%) Amazon AWS
3 3 (1.49%) IaaS
4 1 (0.50%) Google Cloud Platform
Communications & Networking
1 6 (2.99%) FTP
2 2 (1.00%) HTTP
2 2 (1.00%) Kerberos
2 2 (1.00%) LAN
2 2 (1.00%) WAN
3 1 (0.50%) Internet
3 1 (0.50%) Intranet
3 1 (0.50%) LDAP
Database & Business Intelligence
1 87 (43.28%) Data Warehouse
2 68 (33.83%) SQL Server Integration Services
3 66 (32.84%) SQL Server
4 47 (23.38%) SQL Server Reporting Services
5 41 (20.40%) Big Data
6 37 (18.41%) Hadoop
7 33 (16.42%) SQL Server Analysis Services
8 20 (9.95%) Apache Hive
8 20 (9.95%) Relational Database
9 19 (9.45%) BusinessObjects
10 14 (6.97%) SQL Server 2014
11 12 (5.97%) QlikView
12 11 (5.47%) SQL Server 2008
13 10 (4.98%) SQL Server 2012
14 8 (3.98%) Data Lake
14 8 (3.98%) Power BI
15 7 (3.48%) Data Mining
15 7 (3.48%) OLAP
16 6 (2.99%) DataStage
16 6 (2.99%) RDBMS
Development Applications
1 12 (5.97%) ERwin
2 11 (5.47%) JIRA
3 8 (3.98%) Talend Open Studio
3 8 (3.98%) Team Foundation Server
4 6 (2.99%) Git (software)
4 6 (2.99%) Subversion
5 5 (2.49%) Visual Studio
6 4 (1.99%) Jenkins
6 4 (1.99%) JUnit
7 3 (1.49%) HP UFT
7 3 (1.49%) Maven
8 2 (1.00%) Ant
8 2 (1.00%) Mockito
9 1 (0.50%) Atlassian Bamboo
9 1 (0.50%) Gradle
9 1 (0.50%) Mercurial
9 1 (0.50%) MSBuild
9 1 (0.50%) Selenium
9 1 (0.50%) TeamCity
9 1 (0.50%) Visual Studio Team System
General
1 61 (30.35%) Finance
2 22 (10.95%) Banking
3 7 (3.48%) Marketing
4 6 (2.99%) Investment Banking
5 5 (2.49%) Retail
6 4 (1.99%) Advertising
7 2 (1.00%) Front Office
7 2 (1.00%) General Ledger
8 1 (0.50%) Billing
8 1 (0.50%) Electronics
8 1 (0.50%) Financial Institution
8 1 (0.50%) Legal
8 1 (0.50%) Manufacturing
8 1 (0.50%) Pharmaceutical
8 1 (0.50%) Telecoms
Job Titles
1 89 (44.28%) Developer
2 32 (15.92%) Architect
3 31 (15.42%) ETL Developer
4 30 (14.93%) Analyst
5 26 (12.94%) SQL Developer
6 22 (10.95%) Data Architect
7 21 (10.45%) Business Intelligence Developer
8 18 (8.96%) SSIS Developer
9 15 (7.46%) Data Analyst
9 15 (7.46%) Data Engineer
10 11 (5.47%) ETL Analyst
11 9 (4.48%) Java Developer
11 9 (4.48%) SSRS Developer
12 8 (3.98%) Big Data Architect
12 8 (3.98%) Business Developer
12 8 (3.98%) Business Intelligence Analyst
12 8 (3.98%) C# Developer
12 8 (3.98%) Consultant
12 8 (3.98%) DBA
12 8 (3.98%) Solutions Architect
Libraries, Frameworks & Software Standards
1 19 (9.45%) XML
2 18 (8.96%) .NET
3 14 (6.97%) Web Services
4 5 (2.49%) MDX
4 5 (2.49%) XSD
5 4 (1.99%) .NET Framework
5 4 (1.99%) Middleware
5 4 (1.99%) REST
5 4 (1.99%) SOAP
5 4 (1.99%) XSLT
6 3 (1.49%) AngularJS
6 3 (1.49%) ASP.NET
6 3 (1.49%) HTML
6 3 (1.49%) JSON
6 3 (1.49%) Kafka
7 2 (1.00%) Cascading
7 2 (1.00%) Entity Framework
7 2 (1.00%) RESTful
7 2 (1.00%) WCF
7 2 (1.00%) WPF
Miscellaneous
1 30 (14.93%) Analytical Skills
2 10 (4.98%) Management Information System
3 8 (3.98%) Algorithms
3 8 (3.98%) Computer Science
4 6 (2.99%) Data Structures
5 5 (2.49%) Equities
6 4 (1.99%) Replication
7 3 (1.49%) Data Centre
7 3 (1.49%) Fintech
8 2 (1.00%) Credit Risk
8 2 (1.00%) Enterprise Software
8 2 (1.00%) Fixed Income
8 2 (1.00%) Reference Data
9 1 (0.50%) Clustering
9 1 (0.50%) Derivative
9 1 (0.50%) Fat Client
9 1 (0.50%) Freedom of Information
9 1 (0.50%) Market Risk
9 1 (0.50%) NHS
9 1 (0.50%) Thin Client
Operating Systems
1 13 (6.47%) Unix
2 9 (4.48%) Windows
3 8 (3.98%) Linux
4 3 (1.49%) Windows Server
Processes & Methodologies
1 65 (32.34%) Business Intelligence
2 64 (31.84%) Data Modelling
3 57 (28.36%) Agile Software Development
4 41 (20.40%) Analytics
5 27 (13.43%) Data Integration
6 26 (12.94%) Performance Tuning
7 23 (11.44%) Data Analysis
8 18 (8.96%) Data Management
8 18 (8.96%) Scrum
9 17 (8.46%) Statistics
10 16 (7.96%) Migration
11 15 (7.46%) Data Architecture
12 14 (6.97%) Visualisation
13 13 (6.47%) Data Cleansing
13 13 (6.47%) Data Ingestion
13 13 (6.47%) ETL Development
13 13 (6.47%) Stakeholder Management
13 13 (6.47%) TDD
14 12 (5.97%) Data Acquisition
14 12 (5.97%) Data Analytics
Programming Languages
1 134 (66.67%) SQL
2 33 (16.42%) T-SQL
3 26 (12.94%) Java
4 24 (11.94%) C#
5 21 (10.45%) Python
6 14 (6.97%) R
7 9 (4.48%) PL/SQL
8 7 (3.48%) Shell Script
9 6 (2.99%) Scala
10 5 (2.49%) VBA
11 3 (1.49%) Bash Shell
11 3 (1.49%) JavaScript
11 3 (1.49%) PowerShell
12 2 (1.00%) C++
12 2 (1.00%) XPath
13 1 (0.50%) MATLAB
13 1 (0.50%) Ruby
13 1 (0.50%) VB
13 1 (0.50%) VB.NET
Qualifications
1 21 (10.45%) Degree
2 1 (0.50%) DV Cleared
2 1 (0.50%) ISTQB
2 1 (0.50%) PhD
2 1 (0.50%) Security Cleared
Quality Assurance & Compliance
1 41 (20.40%) Data Quality
2 7 (3.48%) QA
3 6 (2.99%) Solvency II
4 2 (1.00%) PCI DSS
5 1 (0.50%) GDPR
5 1 (0.50%) IFRS
5 1 (0.50%) IFRS 9
5 1 (0.50%) ISO20022
5 1 (0.50%) MiFID
System Software
1 8 (3.98%) HDFS
2 2 (1.00%) Virtual Servers
3 1 (0.50%) Apache Flume
3 1 (0.50%) Oracle RAC
Systems Management
1 3 (1.49%) Control-M
1 3 (1.49%) MOM
1 3 (1.49%) Opscode Chef
1 3 (1.49%) Puppet
2 2 (1.00%) Hadoop YARN
2 2 (1.00%) Oozie
3 1 (0.50%) Ansible
3 1 (0.50%) Oracle Enterprise Manager
3 1 (0.50%) Tivoli
Vendors
1 43 (21.39%) Microsoft
2 30 (14.93%) Oracle
3 20 (9.95%) Teradata
4 19 (9.45%) SAP
5 14 (6.97%) Tableau
6 13 (6.47%) Netezza
7 10 (4.98%) Informatica
8 8 (3.98%) Talend
9 7 (3.48%) Cognos
10 5 (2.49%) Greenplum
10 5 (2.49%) MicroStrategy
10 5 (2.49%) Sybase
10 5 (2.49%) Vertica
11 4 (1.99%) IBM
12 3 (1.49%) Ab Initio
12 3 (1.49%) WorldPay
13 2 (1.00%) Cloudera
13 2 (1.00%) DataFlux
13 2 (1.00%) Hortonworks
13 2 (1.00%) MapR
City, London
TEKsystems
Rate: £350 - £450 per day
Posted: 6 hours ago
City, London
Parallel Consulting
Rate: £600 - £700 per day
Posted: 8 hours ago
City, London
TEKsystems
Rate: £550 - £650 per day
Posted: 6 days ago