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 20 January 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 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / London
Rank 90 96 72
Rank change year-on-year
+6 -24
Contract jobs citing ETL 525 523 605
As % of all contract IT jobs located in London 2.70% 2.49% 2.86%
As % of the Processes & Methodologies category 3.20% 2.96% 3.51%
Number of daily rates quoted 344 374 413
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £375 £350 £347
10% offered a daily rate of more than £600 £619 £600
UK excluding London median daily rate £403 £388 £389
% change year-on-year
+3.87% -0.32%
Number of hourly rates quoted 5 0 2
Median hourly rate £20.12 - £35.00
90% offered a hourly rate of more than £15.35 - £23.00
10% offered a hourly rate of more than £29.82 - £47.00
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
16426 17684 17259
As % of all contract IT jobs located in London 84.49% 84.21% 81.54%
Number of daily rates quoted 11871 12549 12487
Median daily rate £488 £475 £450
Median daily rate % change year-on-year
+2.63% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 160 209 193
Median hourly rate £32.00 £24.23 £22.00
Median hourly rate % change year-on-year
+32.06% +10.13%
90% offered a hourly rate of more than £14.50 £12.50 £12.50
10% offered a hourly rate of more than £55.00 £50.99 £52.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 20 January 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
Hourly Rate Histogram in London

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

ETL Hourly Rate Histogram 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 20 January 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 0 102 £475 -5.00% 34
Croydon -9 4 £488 +16.76%
Canary Wharf -1 2 £600 +33.33%
Docklands, London -3 2 £600 +14.28%
Hounslow - 2 - -
Uxbridge - 2 £413 - 1
Twickenham - 1 £425 -
Southwark - 1 £200 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 20 January 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.

1 642 (57.22%) SQL
2 462 (41.18%) Data Warehouse
3 392 (34.94%) Business Intelligence
4 316 (28.16%) Finance
5 314 (27.99%) Data Modelling
6 313 (27.90%) Agile Software Development
7 312 (27.81%) SQL Server
8 298 (26.56%) SQL Server Integration Services
9 251 (22.37%) Big Data
10 247 (22.01%) Oracle
11 213 (18.98%) Java
12 197 (17.56%) Hadoop
13 187 (16.67%) SQL Server Reporting Services
14 165 (14.71%) T-SQL
15 156 (13.90%) Banking
15 156 (13.90%) Analytics
16 154 (13.73%) Microsoft
17 142 (12.66%) SQL Server Analysis Services
18 140 (12.48%) Python
19 133 (11.85%) Migration
20 131 (11.68%) Data Quality
21 120 (10.70%) Apache Spark
22 116 (10.34%) Analytical Skills
23 110 (9.80%) Data Integration
24 108 (9.63%) Apache Hive
25 98 (8.73%) PL/SQL
26 97 (8.65%) NoSQL
27 96 (8.56%) BusinessObjects
28 95 (8.47%) Linux
29 94 (8.38%) Data Migration

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
1 120 (10.70%) Apache Spark
2 42 (3.74%) SAS
3 36 (3.21%) Apache Pig
4 35 (3.12%) Apache
5 27 (2.41%) SharePoint
6 24 (2.14%) Elasticsearch
7 16 (1.43%) WebLogic
8 15 (1.34%) JBoss
9 14 (1.25%) Apache Solr
10 12 (1.07%) Oracle SOA Suite
11 8 (0.71%) Confluence
11 8 (0.71%) Oracle Workflow
12 6 (0.53%) CMS
12 6 (0.53%) SharePoint 2010
12 6 (0.53%) Tomcat
13 5 (0.45%) Adobe Experience Manager
14 4 (0.36%) IIS
14 4 (0.36%) MS Exchange
14 4 (0.36%) Mule
14 4 (0.36%) WebSphere
Applications
1 66 (5.88%) MS Excel
2 15 (1.34%) MS Office
2 15 (1.34%) SPSS
3 9 (0.80%) MS PowerPoint
3 9 (0.80%) MS Visio
3 9 (0.80%) Spreadsheet
4 5 (0.45%) MS Project
5 4 (0.36%) InfoPath
6 2 (0.18%) Photoshop
6 2 (0.18%) Stata
7 1 (0.089%) Mathematica
7 1 (0.089%) Weka
Business Applications
1 22 (1.96%) Dynamics AX
2 14 (1.25%) Oracle EBS
2 14 (1.25%) Oracle EBS R12
3 11 (0.98%) IBM Operational Decision Manager
4 9 (0.80%) Cognos TM1
4 9 (0.80%) HFM
4 9 (0.80%) SAP Oil and Gas
5 8 (0.71%) Oracle Payables
6 7 (0.62%) Dynamics CRM
6 7 (0.62%) Hyperion Planning
6 7 (0.62%) Oracle Financials
6 7 (0.62%) Oracle Receivables
7 6 (0.53%) Oracle ERP
8 5 (0.45%) FastStats
9 3 (0.27%) Markit EDM
9 3 (0.27%) Maximo
9 3 (0.27%) Oracle Applications
9 3 (0.27%) SAP CO
9 3 (0.27%) SAP FI
9 3 (0.27%) SAP FI/CO
Cloud Services
1 90 (8.02%) Amazon AWS
2 51 (4.55%) Microsoft Azure
3 19 (1.69%) Amazon EC2
4 16 (1.43%) Amazon S3
5 11 (0.98%) Amazon EMR
5 11 (0.98%) AWS Elastic Beanstalk
5 11 (0.98%) Google Cloud Platform
6 10 (0.89%) Route 53
7 9 (0.80%) Amazon Kinesis
7 9 (0.80%) GitHub
8 7 (0.62%) Cloud Computing
8 7 (0.62%) Virtual Private Cloud
9 6 (0.53%) Amazon ELB
9 6 (0.53%) PaaS
10 4 (0.36%) Amazon ElastiCache
10 4 (0.36%) AWS Lambda
10 4 (0.36%) Datadog
11 3 (0.27%) Amazon Glacier
11 3 (0.27%) Google Analytics
11 3 (0.27%) IaaS
Communications & Networking
1 11 (0.98%) Firewall
2 9 (0.80%) TCP/IP
3 8 (0.71%) FTP
4 7 (0.62%) HTTP
4 7 (0.62%) Kerberos
5 5 (0.45%) LDAP
6 3 (0.27%) Internet
6 3 (0.27%) LAN
6 3 (0.27%) WAN
7 2 (0.18%) CTI
7 2 (0.18%) PuTTY
7 2 (0.18%) Unified Communications
8 1 (0.089%) AMQP
8 1 (0.089%) Intranet
8 1 (0.089%) Remote Desktop
8 1 (0.089%) VPN
8 1 (0.089%) Wireless
Database & Business Intelligence
1 462 (41.18%) Data Warehouse
2 312 (27.81%) SQL Server
3 298 (26.56%) SQL Server Integration Services
4 251 (22.37%) Big Data
5 197 (17.56%) Hadoop
6 187 (16.67%) SQL Server Reporting Services
7 142 (12.66%) SQL Server Analysis Services
8 108 (9.63%) Apache Hive
9 97 (8.65%) NoSQL
10 96 (8.56%) BusinessObjects
11 93 (8.29%) Relational Database
12 75 (6.68%) SQL Server 2012
13 74 (6.60%) Oracle Database
14 70 (6.24%) MongoDB
15 63 (5.61%) QlikView
16 58 (5.17%) Pentaho
17 44 (3.92%) DataStage
18 43 (3.83%) MySQL
19 41 (3.65%) Oracle ODI
20 39 (3.48%) SQL Server 2008
Development Applications
1 77 (6.86%) Talend Open Studio
2 43 (3.83%) JIRA
3 38 (3.39%) Team Foundation Server
4 37 (3.30%) ERwin
5 36 (3.21%) Jenkins
6 25 (2.23%) Git (software)
6 25 (2.23%) Maven
7 21 (1.87%) JUnit
8 19 (1.69%) Subversion
9 16 (1.43%) Visual Studio
10 15 (1.34%) Mockito
11 12 (1.07%) Selenium
12 11 (0.98%) Cucumber
13 9 (0.80%) Atlassian Bamboo
14 8 (0.71%) PowerDesigner
15 7 (0.62%) ClearCase
16 6 (0.53%) HP UFT
17 5 (0.45%) IntelliJ
17 5 (0.45%) SoapUI
18 4 (0.36%) Gradle
General
1 316 (28.16%) Finance
2 156 (13.90%) Banking
3 42 (3.74%) Retail
4 37 (3.30%) Investment Banking
5 35 (3.12%) Marketing
6 30 (2.67%) Front Office
7 19 (1.69%) Legal
8 15 (1.34%) Telecoms
9 13 (1.16%) Back Office
10 12 (1.07%) Financial Institution
11 11 (0.98%) Advertising
12 9 (0.80%) Law
13 8 (0.71%) General Ledger
13 8 (0.71%) Pharmaceutical
14 7 (0.62%) Games
15 5 (0.45%) Billing
16 4 (0.36%) Retail Banking
17 3 (0.27%) Manufacturing
17 3 (0.27%) Publishing
18 2 (0.18%) Automotive
Job Titles
1 476 (42.42%) Developer
2 174 (15.51%) Analyst
3 163 (14.53%) Architect
4 125 (11.14%) SQL Developer
5 111 (9.89%) ETL Developer
6 107 (9.54%) Business Intelligence Developer
6 107 (9.54%) Data Architect
7 74 (6.60%) Data Analyst
8 67 (5.97%) Consultant
9 52 (4.63%) SSIS Developer
10 51 (4.55%) Business Developer
11 49 (4.37%) Data Engineer
12 43 (3.83%) Business Analyst
13 41 (3.65%) Big Data Architect
13 41 (3.65%) DBA
13 41 (3.65%) Oracle Developer
14 37 (3.30%) ETL Analyst
15 35 (3.12%) Java Developer
16 34 (3.03%) SQL Server Developer
17 33 (2.94%) Senior Developer
Libraries, Frameworks & Software Standards
1 92 (8.20%) Web Services
2 83 (7.40%) XML
3 59 (5.26%) .NET
4 48 (4.28%) Kafka
5 34 (3.03%) HTML
6 29 (2.58%) MDX
7 28 (2.50%) RESTful
8 27 (2.41%) REST
9 22 (1.96%) SOAP
10 21 (1.87%) CSS
10 21 (1.87%) JSON
11 19 (1.69%) J2EE
12 18 (1.60%) Middleware
12 18 (1.60%) Spring
13 17 (1.52%) AngularJS
13 17 (1.52%) ELK Stack
14 14 (1.25%) XSD
15 13 (1.16%) Hibernate
15 13 (1.16%) XSLT
16 12 (1.07%) JRules
Miscellaneous
1 116 (10.34%) Analytical Skills
2 110 (9.80%) Data Integration
3 72 (6.42%) Visualisation
4 56 (4.99%) Management Information System
5 42 (3.74%) Computer Science
6 35 (3.12%) Data Structures
6 35 (3.12%) Statistics
7 33 (2.94%) Reference Data
7 33 (2.94%) Replication
8 25 (2.23%) Credit Risk
9 22 (1.96%) Algorithms
10 21 (1.87%) Data Centre
11 20 (1.78%) Enterprise Software
12 17 (1.52%) Data Extraction
13 15 (1.34%) Equities
14 14 (1.25%) Mathematics
14 14 (1.25%) NHS
15 10 (0.89%) Fintech
16 9 (0.80%) Fixed Income
17 8 (0.71%) Virtual Team
Operating Systems
1 95 (8.47%) Linux
2 75 (6.68%) Unix
3 35 (3.12%) Windows
4 10 (0.89%) Red Hat Enterprise Linux
5 7 (0.62%) Windows Server
6 5 (0.45%) Solaris
7 3 (0.27%) CentOS
7 3 (0.27%) Ubuntu
7 3 (0.27%) Windows Server 2012
8 2 (0.18%) AIX
8 2 (0.18%) Android
8 2 (0.18%) Apple iOS
8 2 (0.18%) SUSE
8 2 (0.18%) Windows Server 2003
8 2 (0.18%) Windows Server 2008
9 1 (0.089%) Debian
9 1 (0.089%) HPUX
Processes & Methodologies
1 392 (34.94%) Business Intelligence
2 314 (27.99%) Data Modelling
3 313 (27.90%) Agile Software Development
4 156 (13.90%) Analytics
5 133 (11.85%) Migration
6 94 (8.38%) Data Migration
7 93 (8.29%) Performance Tuning
8 90 (8.02%) Data Analysis
9 89 (7.93%) Scrum
10 86 (7.66%) Data Management
11 73 (6.51%) SOA
12 67 (5.97%) Continuous Integration
13 65 (5.79%) ETL Development
14 62 (5.53%) Data Architecture
15 59 (5.26%) TDD
16 56 (4.99%) Data Cleansing
17 54 (4.81%) Unit Testing
18 53 (4.72%) SDLC
19 50 (4.46%) MapReduce
20 46 (4.10%) CRM
Programming Languages
1 642 (57.22%) SQL
2 213 (18.98%) Java
3 165 (14.71%) T-SQL
4 140 (12.48%) Python
5 98 (8.73%) PL/SQL
6 85 (7.58%) Scala
7 78 (6.95%) C#
8 51 (4.55%) R
9 41 (3.65%) Bash Shell
10 38 (3.39%) JavaScript
11 33 (2.94%) Perl
12 30 (2.67%) Shell Script
13 24 (2.14%) VBA
14 18 (1.60%) PowerShell
15 14 (1.25%) C
16 12 (1.07%) VB
17 9 (0.80%) C++
17 9 (0.80%) Ruby
18 7 (0.62%) PHP
18 7 (0.62%) SAS Macro
Qualifications
1 74 (6.60%) Degree
2 34 (3.03%) Security Cleared
3 22 (1.96%) SC Cleared
4 15 (1.34%) ISTQB
5 9 (0.80%) ISEB
6 4 (0.36%) DV Cleared
7 3 (0.27%) CTC Cleared
7 3 (0.27%) PhD
8 2 (0.18%) PMI Certification
8 2 (0.18%) PMP
9 1 (0.089%) BPSS Clearance
9 1 (0.089%) CIMA
9 1 (0.089%) ISEB Practitioner
9 1 (0.089%) ISTQB Advanced Certification
9 1 (0.089%) ISTQB Foundation Certification
9 1 (0.089%) MCSA
9 1 (0.089%) MCSE
9 1 (0.089%) Microsoft Certification
9 1 (0.089%) OCP
9 1 (0.089%) Oracle Certification
Quality Assurance & Compliance
1 131 (11.68%) Data Quality
2 63 (5.61%) QA
3 6 (0.53%) ISO20022
3 6 (0.53%) SLA
4 4 (0.36%) Solvency II
5 3 (0.27%) GAAP
5 3 (0.27%) MiFID
5 3 (0.27%) Sarbanes-Oxley
6 2 (0.18%) Dodd-Frank
6 2 (0.18%) EMIR
6 2 (0.18%) FATCA
6 2 (0.18%) PCI DSS
7 1 (0.089%) Basel III
7 1 (0.089%) COREP
7 1 (0.089%) Disclosure Scotland
7 1 (0.089%) FINREP
7 1 (0.089%) HL7
7 1 (0.089%) SDET
System Software
1 38 (3.39%) HDFS
2 26 (2.32%) Apache Flume
3 17 (1.52%) Docker
4 9 (0.80%) Active Directory
5 5 (0.45%) Oracle RAC
6 2 (0.18%) Apache ZooKeeper
6 2 (0.18%) NFS
6 2 (0.18%) Virtual Servers
7 1 (0.089%) KVM
7 1 (0.089%) Virtual Machines
Systems Management
1 18 (1.60%) Hadoop YARN
1 18 (1.60%) Oozie
2 16 (1.43%) Ansible
3 15 (1.34%) Opscode Chef
4 11 (0.98%) Control-M
5 10 (0.89%) HP Quality Center
5 10 (0.89%) MOM
5 10 (0.89%) Puppet
6 9 (0.80%) Data Guard
6 9 (0.80%) Kibana
6 9 (0.80%) Rsyslog
7 8 (0.71%) Ambari
7 8 (0.71%) logstash
8 7 (0.62%) Grafana
9 6 (0.53%) Mesos
9 6 (0.53%) OpenSSO
10 5 (0.45%) Oracle RMAN
10 5 (0.45%) rkt
11 4 (0.36%) Packer
11 4 (0.36%) Terraform
Vendors
1 247 (22.01%) Oracle
2 154 (13.73%) Microsoft
3 86 (7.66%) Informatica
4 82 (7.31%) SAP
5 77 (6.86%) Talend
6 74 (6.60%) Tableau
7 62 (5.53%) Teradata
8 49 (4.37%) IBM
9 43 (3.83%) Cognos
9 43 (3.83%) Sybase
10 25 (2.23%) Netezza
11 21 (1.87%) Splunk
12 19 (1.69%) MicroStrategy
12 19 (1.69%) Vertica
13 18 (1.60%) Cloudera
13 18 (1.60%) Hortonworks
14 17 (1.52%) Hyperion
15 15 (1.34%) Ab Initio
16 14 (1.25%) Google
16 14 (1.25%) Salesforce.com
London
Parallel Consulting
Rate: £300 - £375 per day + experience dependant
Posted: 16 hours ago
City, London
Oliver Bernard
Rate: £400 - £450 per day
Posted: 15 hours ago
Central London / West End
The Bridge Ltd
Rate: Unspecified £300 - £600 per day
Posted: 12 hours ago
London
FDM Group
Rate: Negotiable
Posted: Yesterday
London
Venn Group
Rate: £31000 - £41000 Per Annum
Posted: 2 days ago
London
Venturi
Rate: £300 - £350 per day
Posted: 2 days ago
London
Eames Consulting
Rate: £400 - £500 per day
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Rate: £350 - £425 per day
Posted: 4 days ago
East London
Michael Bailey Associates
Rate: market rates
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Posted: 4 days ago
City of London
Hays London City Cheapside
Rate: £400 - £450.00 per day
Posted: 3 days ago
London
McGregor Boyall
Rate: £550 - £650 per annum
Posted: 4 days ago
London
LA International
Rate: £500 - £550 per day
Posted: 4 days ago
South West London
Michael Page Technology
Rate: £30000 - £38000 per annum + + benefits
Posted: 17 days ago
London
Orgtel
Rate: £500 - £800 per day
Posted: 4 days ago
London
Square One Resources
Rate: Up to £525 per day
Posted: 4 days ago
South East London
Just Giving
Rate: From £400 to £500 per day
Posted: 14 days ago
London
People Source Consulting
Rate: £450 - £550 per day
Posted: 9 days ago