The table below looks at the statistics for ETL skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 28 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
28 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / London
Rank 90 108 73
Rank change year-on-year
+18 -35
Contract jobs citing ETL 528 474 594
As % of all contract IT jobs located in London 2.71% 2.24% 2.83%
As % of the Processes & Methodologies category 3.20% 2.64% 3.45%
Number of daily rates quoted 349 355 388
Median daily rate £450 £450 £450
90% offered a daily rate of more than £340 £325 £338
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 2 0 2
Median hourly rate £29.82 - £32.25
UK excluding London median hourly rate £40.00 £59.50 £40.00
% change year-on-year
-32.77% +48.75%

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16506 17981 17240
As % of all contract IT jobs located in London 84.85% 85.00% 82.23%
Number of daily rates quoted 11946 12878 12269
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £308
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.29%
Number of hourly rates quoted 157 209 202
Median hourly rate £33.00 £22.50 £21.00
Median hourly rate % change year-on-year
+46.66% +7.14%
90% offered a hourly rate of more than £14.01 £12.50 £11.00
10% offered a hourly rate of more than £70.00 £53.00 £55.00
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

ETL
Jobs Demand Trend in London

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

ETL Jobs Demand Trend in London

ETL
Daily Rate Trend in London

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

ETL Daily Rate Trend in London

ETL
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the London region over the 3 months to 28 February 2017.

ETL Daily Rate Histogram in London

ETL
Hourly Rate Trend in London

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

ETL Hourly Rate Trend in London

ETL
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the London region over the 3 months to 28 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +7 96 £500 +5.26% 33
Docklands, London - 5 £600 - 1
Croydon +3 4 £444 +6.28% 1
Uxbridge - 3 £425 -
Canary Wharf -6 2 £584 +22.25%
Hounslow - 2 - -
Hammersmith -3 1 £400 -8.04%
Twickenham - 1 £425 -
Southwark - 1 £200 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 28 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 London region with a requirement for ETL.

1 637 (57.86%) SQL
2 462 (41.96%) Data Warehouse
3 380 (34.51%) Business Intelligence
4 327 (29.70%) Data Modelling
5 310 (28.16%) Finance
6 308 (27.97%) SQL Server
6 308 (27.97%) SQL Server Integration Services
7 295 (26.79%) Agile Software Development
8 254 (23.07%) Big Data
9 233 (21.16%) Oracle
10 195 (17.71%) Java
11 192 (17.44%) Hadoop
12 179 (16.26%) SQL Server Reporting Services
13 168 (15.26%) Microsoft
14 160 (14.53%) Analytics
15 155 (14.08%) Banking
16 153 (13.90%) T-SQL
17 148 (13.44%) Data Quality
18 147 (13.35%) Python
19 143 (12.99%) SQL Server Analysis Services
20 136 (12.35%) Migration
21 128 (11.63%) Apache Spark
22 117 (10.63%) Data Integration
23 111 (10.08%) Analytical Skills
24 110 (9.99%) Data Analysis
25 108 (9.81%) Apache Hive
26 106 (9.63%) Performance Tuning
27 102 (9.26%) Data Migration
28 97 (8.81%) Data Management
29 96 (8.72%) BusinessObjects

ETL
Top Related IT Skills in 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
1 128 (11.63%) Apache Spark
2 56 (5.09%) SAS
3 39 (3.54%) Apache
4 37 (3.36%) Apache Pig
5 35 (3.18%) SharePoint
6 22 (2.00%) Elasticsearch
7 20 (1.82%) JBoss
8 17 (1.54%) Confluence
9 15 (1.36%) WebLogic
10 14 (1.27%) Apache Solr
11 12 (1.09%) Oracle SOA Suite
12 11 (1.00%) Oracle Workflow
13 8 (0.73%) CMS
14 6 (0.54%) SharePoint 2010
14 6 (0.54%) Tomcat
14 6 (0.54%) WebSphere
15 5 (0.45%) Adobe Experience Manager
16 4 (0.36%) Drupal
16 4 (0.36%) IIS
16 4 (0.36%) Mule
Applications
1 82 (7.45%) MS Excel
2 19 (1.73%) MS Office
3 16 (1.45%) SPSS
4 11 (1.00%) MS Visio
5 8 (0.73%) MS PowerPoint
6 6 (0.54%) Spreadsheet
7 4 (0.36%) InfoPath
7 4 (0.36%) MS Project
8 2 (0.18%) Mathematica
8 2 (0.18%) Photoshop
8 2 (0.18%) Stata
8 2 (0.18%) Weka
Business Applications
1 25 (2.27%) Dynamics AX
2 9 (0.82%) SAP Oil and Gas
3 8 (0.73%) Oracle EBS R12
4 7 (0.64%) Cognos TM1
4 7 (0.64%) Oracle Financials
4 7 (0.64%) Oracle Payables
4 7 (0.64%) Oracle Receivables
5 6 (0.54%) Dynamics CRM
5 6 (0.54%) FastStats
5 6 (0.54%) Oracle ERP
6 5 (0.45%) Oracle EBS
7 3 (0.27%) Maximo
7 3 (0.27%) Oracle Applications
7 3 (0.27%) Oracle BPM
7 3 (0.27%) SAP CO
7 3 (0.27%) SAP FI
7 3 (0.27%) SAP FI/CO
8 2 (0.18%) Markit EDM
8 2 (0.18%) Oracle Retail
8 2 (0.18%) Temenos T24
Cloud Services
1 82 (7.45%) Amazon AWS
2 53 (4.81%) Microsoft Azure
3 20 (1.82%) Amazon EC2
4 17 (1.54%) Amazon S3
5 12 (1.09%) Amazon EMR
6 11 (1.00%) AWS Elastic Beanstalk
7 10 (0.91%) Route 53
8 9 (0.82%) Amazon Kinesis
8 9 (0.82%) Google Cloud Platform
9 8 (0.73%) Cloud Computing
10 7 (0.64%) PaaS
10 7 (0.64%) Virtual Private Cloud
11 6 (0.54%) Amazon ELB
12 4 (0.36%) Amazon ElastiCache
12 4 (0.36%) AWS Lambda
12 4 (0.36%) Datadog
12 4 (0.36%) GitHub
13 3 (0.27%) Amazon Glacier
13 3 (0.27%) Force.com
13 3 (0.27%) IaaS
Communications & Networking
1 11 (1.00%) Firewall
2 10 (0.91%) HTTP
3 9 (0.82%) TCP/IP
4 7 (0.64%) FTP
4 7 (0.64%) Kerberos
5 6 (0.54%) Internet
6 4 (0.36%) AMQP
6 4 (0.36%) Intranet
7 3 (0.27%) LAN
7 3 (0.27%) LDAP
7 3 (0.27%) PuTTY
7 3 (0.27%) VoIP
7 3 (0.27%) WAN
7 3 (0.27%) Wireshark
8 2 (0.18%) Unified Communications
9 1 (0.091%) CTI
Database & Business Intelligence
1 462 (41.96%) Data Warehouse
2 308 (27.97%) SQL Server
2 308 (27.97%) SQL Server Integration Services
3 254 (23.07%) Big Data
4 192 (17.44%) Hadoop
5 179 (16.26%) SQL Server Reporting Services
6 143 (12.99%) SQL Server Analysis Services
7 108 (9.81%) Apache Hive
8 96 (8.72%) BusinessObjects
9 91 (8.27%) Relational Database
10 88 (7.99%) NoSQL
11 76 (6.90%) SQL Server 2012
12 74 (6.72%) QlikView
13 64 (5.81%) Oracle Database
14 63 (5.72%) MongoDB
15 52 (4.72%) DataStage
16 49 (4.45%) Pentaho
17 41 (3.72%) OLAP
17 41 (3.72%) SQL Server 2014
18 40 (3.63%) Power BI
Development Applications
1 68 (6.18%) Talend Open Studio
2 54 (4.90%) JIRA
3 45 (4.09%) Team Foundation Server
4 40 (3.63%) ERwin
5 36 (3.27%) Jenkins
6 23 (2.09%) Git (software)
6 23 (2.09%) Subversion
6 23 (2.09%) Visual Studio
7 18 (1.63%) JUnit
8 17 (1.54%) Maven
9 13 (1.18%) Mockito
10 11 (1.00%) HP UFT
10 11 (1.00%) Selenium
11 7 (0.64%) Cucumber
11 7 (0.64%) PowerDesigner
12 6 (0.54%) Atlassian Bamboo
13 5 (0.45%) ClearCase
13 5 (0.45%) Eclipse
13 5 (0.45%) SoapUI
14 4 (0.36%) Toad
General
1 310 (28.16%) Finance
2 155 (14.08%) Banking
3 45 (4.09%) Retail
4 35 (3.18%) Investment Banking
5 34 (3.09%) Front Office
6 32 (2.91%) Marketing
7 17 (1.54%) Legal
8 16 (1.45%) Telecoms
9 14 (1.27%) Back Office
10 11 (1.00%) Advertising
11 8 (0.73%) Financial Institution
11 8 (0.73%) Law
11 8 (0.73%) Pharmaceutical
12 7 (0.64%) Billing
13 6 (0.54%) Games
13 6 (0.54%) General Ledger
14 5 (0.45%) Publishing
15 4 (0.36%) Manufacturing
15 4 (0.36%) Retail Banking
16 3 (0.27%) Automotive
Job Titles
1 461 (41.87%) Developer
2 184 (16.71%) Analyst
3 168 (15.26%) Architect
4 124 (11.26%) SQL Developer
5 114 (10.35%) ETL Developer
6 107 (9.72%) Data Architect
7 98 (8.90%) Business Intelligence Developer
8 82 (7.45%) Data Analyst
9 68 (6.18%) Consultant
10 57 (5.18%) SSIS Developer
11 51 (4.63%) Data Engineer
12 47 (4.27%) ETL Analyst
13 46 (4.18%) Business Analyst
14 41 (3.72%) Big Data Architect
15 40 (3.63%) Business Developer
16 38 (3.45%) Big Data Developer
17 36 (3.27%) Solutions Architect
17 36 (3.27%) Test Analyst
18 35 (3.18%) DBA
19 34 (3.09%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 94 (8.54%) XML
2 80 (7.27%) Web Services
3 62 (5.63%) .NET
4 51 (4.63%) Kafka
5 48 (4.36%) HTML
6 29 (2.63%) MDX
7 28 (2.54%) CSS
8 26 (2.36%) RESTful
9 25 (2.27%) REST
10 24 (2.18%) J2EE
11 23 (2.09%) SOAP
12 20 (1.82%) AngularJS
13 19 (1.73%) JSON
14 17 (1.54%) Elastic Stack
14 17 (1.54%) Middleware
14 17 (1.54%) Spark Streaming
15 16 (1.45%) HTML5
16 15 (1.36%) Spring
17 14 (1.27%) XSLT
18 13 (1.18%) XSD
Miscellaneous
1 111 (10.08%) Analytical Skills
2 53 (4.81%) Management Information System
3 42 (3.81%) Computer Science
4 41 (3.72%) Data Structures
5 36 (3.27%) Reference Data
6 31 (2.82%) Replication
7 26 (2.36%) Algorithms
8 21 (1.91%) Credit Risk
9 15 (1.36%) Data Centre
10 14 (1.27%) Linux Command Line
10 14 (1.27%) NHS
11 13 (1.18%) Enterprise Software
12 12 (1.09%) Equities
13 10 (0.91%) Fintech
14 9 (0.82%) Fixed Income
15 8 (0.73%) Virtual Team
16 7 (0.64%) Market Risk
16 7 (0.64%) SWIFT
16 7 (0.64%) User Experience
17 6 (0.54%) Derivative
Operating Systems
1 87 (7.90%) Linux
2 78 (7.08%) Unix
3 31 (2.82%) Windows
4 7 (0.64%) Red Hat Enterprise Linux
5 6 (0.54%) Windows Server
6 3 (0.27%) CentOS
6 3 (0.27%) Ubuntu
7 2 (0.18%) SUSE
8 1 (0.091%) AIX
8 1 (0.091%) Android
8 1 (0.091%) Apple iOS
8 1 (0.091%) Debian
8 1 (0.091%) Solaris
8 1 (0.091%) Windows Server 2003
8 1 (0.091%) Windows Server 2008
8 1 (0.091%) Windows Server 2012
Processes & Methodologies
1 380 (34.51%) Business Intelligence
2 327 (29.70%) Data Modelling
3 295 (26.79%) Agile Software Development
4 160 (14.53%) Analytics
5 136 (12.35%) Migration
6 117 (10.63%) Data Integration
7 110 (9.99%) Data Analysis
8 106 (9.63%) Performance Tuning
9 102 (9.26%) Data Migration
10 97 (8.81%) Data Management
11 92 (8.36%) Scrum
12 77 (6.99%) Visualisation
13 66 (5.99%) SOA
14 64 (5.81%) ETL Development
15 63 (5.72%) Data Architecture
16 61 (5.54%) Data Cleansing
17 54 (4.90%) TDD
18 50 (4.54%) MapReduce
19 49 (4.45%) Continuous Integration
19 49 (4.45%) Data Governance
Programming Languages
1 637 (57.86%) SQL
2 195 (17.71%) Java
3 153 (13.90%) T-SQL
4 147 (13.35%) Python
5 88 (7.99%) C#
5 88 (7.99%) Scala
6 67 (6.09%) PL/SQL
7 56 (5.09%) R
8 49 (4.45%) JavaScript
9 38 (3.45%) Bash Shell
10 34 (3.09%) Perl
11 27 (2.45%) Shell Script
12 21 (1.91%) PowerShell
13 16 (1.45%) VBA
14 12 (1.09%) Ruby
15 11 (1.00%) C++
16 9 (0.82%) C
16 9 (0.82%) PHP
16 9 (0.82%) VB
17 5 (0.45%) Go
Qualifications
1 77 (6.99%) Degree
2 33 (3.00%) Security Cleared
3 20 (1.82%) SC Cleared
4 14 (1.27%) ISTQB
5 9 (0.82%) ISEB
6 6 (0.54%) CCA
6 6 (0.54%) DV Cleared
7 5 (0.45%) PMI Certification
7 5 (0.45%) PMP
8 3 (0.27%) CTC Cleared
8 3 (0.27%) Microsoft Certification
8 3 (0.27%) PhD
9 2 (0.18%) BC Cleared
9 2 (0.18%) BPSS Clearance
9 2 (0.18%) MCITP
9 2 (0.18%) MCTS
10 1 (0.091%) ISTQB Advanced Certification
10 1 (0.091%) ISTQB Foundation Certification
10 1 (0.091%) OCP
10 1 (0.091%) Oracle Certification
Quality Assurance & Compliance
1 148 (13.44%) Data Quality
2 68 (6.18%) QA
3 8 (0.73%) ISO20022
3 8 (0.73%) Solvency II
4 5 (0.45%) IFRS
5 4 (0.36%) IFRS 9
5 4 (0.36%) PMO
6 3 (0.27%) MiFID
6 3 (0.27%) PCI DSS
6 3 (0.27%) SLA
7 2 (0.18%) Disclosure Scotland
7 2 (0.18%) FATCA
8 1 (0.091%) Basel III
8 1 (0.091%) COREP
8 1 (0.091%) FINREP
8 1 (0.091%) GDPR
8 1 (0.091%) HL7
8 1 (0.091%) SDET
System Software
1 35 (3.18%) HDFS
2 30 (2.72%) Apache Flume
3 22 (2.00%) Docker
4 5 (0.45%) Oracle RAC
5 4 (0.36%) Active Directory
6 2 (0.18%) Apache ZooKeeper
6 2 (0.18%) Virtual Servers
7 1 (0.091%) Virtual Machines
Systems Management
1 24 (2.18%) Hadoop YARN
2 20 (1.82%) Oozie
2 20 (1.82%) Opscode Chef
3 16 (1.45%) Ansible
4 13 (1.18%) Puppet
5 10 (0.91%) HP Quality Center
6 9 (0.82%) Control-M
6 9 (0.82%) Kibana
6 9 (0.82%) Rsyslog
7 8 (0.73%) Data Guard
7 8 (0.73%) logstash
8 7 (0.64%) Grafana
9 6 (0.54%) Mesos
9 6 (0.54%) MOM
10 5 (0.45%) Ambari
10 5 (0.45%) OpenSSO
10 5 (0.45%) rkt
11 4 (0.36%) CA Single Sign-On
11 4 (0.36%) Packer
11 4 (0.36%) Terraform
Vendors
1 233 (21.16%) Oracle
2 168 (15.26%) Microsoft
3 86 (7.81%) Informatica
4 83 (7.54%) SAP
5 82 (7.45%) Tableau
6 68 (6.18%) Talend
7 59 (5.36%) Teradata
8 46 (4.18%) IBM
9 43 (3.91%) Cognos
10 39 (3.54%) Sybase
11 28 (2.54%) Netezza
12 22 (2.00%) MicroStrategy
12 22 (2.00%) Splunk
13 20 (1.82%) Cloudera
14 19 (1.73%) Salesforce.com
15 18 (1.63%) Vertica
16 17 (1.54%) Ab Initio
17 15 (1.36%) Greenplum
18 14 (1.27%) Alteryx
19 13 (1.18%) Hortonworks
City of London
Vivid Resourcing
Rate: £400 - £425 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Rate: £500 - £650
Posted: 3 hours ago
Croydon, Surrey
Oliver James Associates
Rate: £350 - £400 per day + DOE
Posted: 6 days ago
London
Nigel Frank International Ltd
Posted: 5 days ago
London
ReThink Recruitment
Rate: £400 - £425 per day
Posted: 6 days ago
London
Eutopia Solutions Ltd
Rate: £0.00 per annum
Posted: 4 days ago
London
Square One Resources
Rate: Market rate
Posted: 6 days ago
Central London / West End
Nationwide People Ltd
Rate: From £350 to £400 per day
Posted: 5 days ago
West London
Hanover Recruitment
Rate: £450 - £500 per day
Posted: 4 days ago
London
Edward Carter Solutions
Rate: Excellent
Posted: 7 days ago
London
People Source Consulting
Rate: £450 - £560 per day
Posted: 4 days ago
London
Stott & May
Rate: £500 - £550 per day
Posted: 4 days ago
Central London / West End
Harvey Nash plc
Rate: £380 - £420 per day
Posted: Yesterday
South West London
The Rank Group plc
Posted: 6 days ago
City, London
ANSON MCCADE
Rate: £500 - £650 per day
Posted: 6 days ago
City, London
ANSON MCCADE
Rate: £600-£675 per day
Posted: 6 days ago