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 7 December 2016 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
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 97 75 73
Rank change year-on-year
-22 -2
Contract jobs citing ETL 569 679 675
As % of all contract IT jobs located in London 2.64% 3.00% 2.87%
As % of the Processes & Methodologies category 3.11% 3.58% 3.55%
Number of daily rates quoted 373 478 461
Median daily rate £460 £450 £450
Median daily rate % change year-on-year
+2.22% -
90% offered a daily rate of more than £350 £350 £325
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 4 0 1
Median hourly rate £19.12 - £50.00
UK excluding London median hourly rate £39.50 £34.00 £37.88
% change year-on-year
+16.17% -10.23%
ETL
England

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
18291 18950 19002
As % of all contract IT jobs located in London 84.82% 83.60% 80.69%
Number of daily rates quoted 13196 13512 14020
Median daily rate £477 £463 £450
Median daily rate % change year-on-year
+3.13% +2.77%
90% offered a daily rate of more than £338 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 195 231 249
Median hourly rate £24.44 £22.50 £22.50
Median hourly rate % change year-on-year
+8.62% -
90% offered a hourly rate of more than £13.00 £12.50 £11.50
10% offered a hourly rate of more than £55.00 £50.00 £53.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 7 December 2016.

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 7 December 2016.

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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 -13 109 £500 +8.10% 36
Canary Wharf +8 5 £569 +19.73%
Croydon -10 4 £488 -8.45%
Hammersmith +11 3 £365 +2.81%
Docklands, London -2 3 £575 +9.52%
Brentford +11 2 £453 -4.63%
Kingston Upon Thames - 2 £450 - 1
Uxbridge - 2 £413 - 1
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 7 December 2016, 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.

1 732 (60.25%) SQL
2 514 (42.30%) Data Warehouse
3 443 (36.46%) Business Intelligence
4 369 (30.37%) SQL Server
5 347 (28.56%) Agile Software Development
6 345 (28.40%) Finance
7 336 (27.65%) SQL Server Integration Services
8 319 (26.26%) Data Modelling
9 296 (24.36%) Oracle
10 252 (20.74%) Big Data
11 229 (18.85%) Java
12 218 (17.94%) SQL Server Reporting Services
13 207 (17.04%) T-SQL
14 202 (16.63%) Hadoop
15 192 (15.80%) Microsoft
16 172 (14.16%) Analytics
17 166 (13.66%) SQL Server Analysis Services
18 159 (13.09%) Banking
19 145 (11.93%) Migration
20 134 (11.03%) Relational Database
21 130 (10.70%) Data Quality
22 129 (10.62%) Python
23 126 (10.37%) PL/SQL
24 117 (9.63%) Analytical Skills
25 113 (9.30%) Apache Spark
25 113 (9.30%) Data Integration
26 105 (8.64%) Linux
27 104 (8.56%) Data Management
27 104 (8.56%) Data Migration
28 102 (8.40%) XML

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
1 113 (9.30%) Apache Spark
2 45 (3.70%) SAS
3 38 (3.13%) SharePoint
4 33 (2.72%) Apache
5 28 (2.30%) Apache Pig
5 28 (2.30%) Elasticsearch
6 16 (1.32%) Oracle SOA Suite
7 12 (0.99%) Apache Solr
7 12 (0.99%) Oracle Service Bus
8 9 (0.74%) Oracle Workflow
9 8 (0.66%) CMS
9 8 (0.66%) Confluence
9 8 (0.66%) WebSphere
10 7 (0.58%) JBoss
11 6 (0.49%) SharePoint 2010
12 5 (0.41%) Adobe Experience Manager
12 5 (0.41%) Tomcat
12 5 (0.41%) WebLogic
13 4 (0.33%) IIS
13 4 (0.33%) MS Exchange
Applications
1 88 (7.24%) MS Excel
2 17 (1.40%) SPSS
3 14 (1.15%) MS Office
4 9 (0.74%) MS PowerPoint
5 8 (0.66%) MS Visio
5 8 (0.66%) Spreadsheet
6 6 (0.49%) MS Project
7 4 (0.33%) InfoPath
8 2 (0.16%) Photoshop
8 2 (0.16%) Stata
Business Applications
1 28 (2.30%) Oracle EBS
2 16 (1.32%) Oracle EBS R12
3 14 (1.15%) Dynamics AX
4 13 (1.07%) IBM Operational Decision Manager
5 9 (0.74%) Cognos TM1
5 9 (0.74%) HFM
5 9 (0.74%) Oracle Payables
6 8 (0.66%) SAP Oil and Gas
7 7 (0.58%) Hyperion Planning
7 7 (0.58%) Oracle Financials
8 6 (0.49%) Dynamics CRM
8 6 (0.49%) Oracle ERP
8 6 (0.49%) Oracle Receivables
9 5 (0.41%) Salesforce.com CRM
10 4 (0.33%) FastStats
10 4 (0.33%) Oracle BPM
11 3 (0.25%) Cognos Business Intelligence
11 3 (0.25%) Markit EDM
11 3 (0.25%) Oracle Applications
11 3 (0.25%) Temenos T24
Cloud Services
1 64 (5.27%) Amazon AWS
2 38 (3.13%) Microsoft Azure
3 12 (0.99%) GitHub
4 11 (0.91%) Amazon S3
5 10 (0.82%) AWS Elastic Beanstalk
6 9 (0.74%) Amazon EC2
6 9 (0.74%) Amazon EMR
6 9 (0.74%) Google Cloud Platform
7 8 (0.66%) Amazon Kinesis
8 7 (0.58%) Cloud Computing
9 6 (0.49%) Virtual Private Cloud
10 5 (0.41%) Amazon ELB
10 5 (0.41%) PaaS
10 5 (0.41%) Route 53
11 4 (0.33%) Google Analytics
11 4 (0.33%) SaaS
12 3 (0.25%) iPaaS
13 2 (0.16%) IBM Cloud
14 1 (0.082%) AdWords
14 1 (0.082%) Flurry Analytics
Communications & Networking
1 11 (0.91%) Firewall
2 9 (0.74%) FTP
2 9 (0.74%) TCP/IP
3 7 (0.58%) Kerberos
4 6 (0.49%) LDAP
5 5 (0.41%) HTTP
6 4 (0.33%) WAN
7 3 (0.25%) CTI
7 3 (0.25%) Internet
7 3 (0.25%) LAN
7 3 (0.25%) PuTTY
8 2 (0.16%) Unified Communications
8 2 (0.16%) Wireless
9 1 (0.082%) AMQP
9 1 (0.082%) NAS
9 1 (0.082%) Network Security
9 1 (0.082%) Remote Desktop
9 1 (0.082%) SAN
9 1 (0.082%) VPN
Database & Business Intelligence
1 514 (42.30%) Data Warehouse
2 369 (30.37%) SQL Server
3 336 (27.65%) SQL Server Integration Services
4 252 (20.74%) Big Data
5 218 (17.94%) SQL Server Reporting Services
6 202 (16.63%) Hadoop
7 166 (13.66%) SQL Server Analysis Services
8 134 (11.03%) Relational Database
9 97 (7.98%) NoSQL
9 97 (7.98%) SQL Server 2012
10 89 (7.33%) Apache Hive
11 88 (7.24%) Oracle Database
12 78 (6.42%) BusinessObjects
13 73 (6.01%) MongoDB
14 62 (5.10%) Pentaho
15 57 (4.69%) SQL Server 2014
16 55 (4.53%) QlikView
17 53 (4.36%) MySQL
18 50 (4.12%) SQL Server 2008
19 46 (3.79%) Oracle ODI
Development Applications
1 77 (6.34%) Talend Open Studio
2 51 (4.20%) JIRA
3 49 (4.03%) Team Foundation Server
4 40 (3.29%) Jenkins
5 35 (2.88%) ERwin
6 32 (2.63%) Git (software)
7 28 (2.30%) JUnit
7 28 (2.30%) Subversion
7 28 (2.30%) Visual Studio
8 26 (2.14%) Maven
9 13 (1.07%) Mockito
9 13 (1.07%) Selenium
10 11 (0.91%) Cucumber
10 11 (0.91%) IntelliJ
11 10 (0.82%) Gradle
11 10 (0.82%) TestNG
12 9 (0.74%) Atlassian Bamboo
13 7 (0.58%) ClearCase
14 6 (0.49%) Oracle Forms
14 6 (0.49%) Toad
General
1 345 (28.40%) Finance
2 159 (13.09%) Banking
3 72 (5.93%) Retail
4 48 (3.95%) Marketing
5 39 (3.21%) Investment Banking
6 19 (1.56%) Financial Institution
7 18 (1.48%) Law
8 17 (1.40%) Advertising
8 17 (1.40%) Legal
9 14 (1.15%) Telecoms
10 13 (1.07%) Front Office
11 11 (0.91%) Back Office
12 10 (0.82%) General Ledger
13 7 (0.58%) Retail Banking
14 6 (0.49%) Games
14 6 (0.49%) Pharmaceutical
14 6 (0.49%) Publishing
15 5 (0.41%) Automotive
16 4 (0.33%) Billing
17 3 (0.25%) Electronics
Job Titles
1 531 (43.70%) Developer
2 188 (15.47%) Analyst
3 156 (12.84%) Architect
4 155 (12.76%) SQL Developer
5 140 (11.52%) ETL Developer
6 119 (9.79%) Business Intelligence Developer
7 99 (8.15%) Data Architect
8 72 (5.93%) Data Analyst
9 70 (5.76%) Consultant
10 62 (5.10%) SSIS Developer
11 51 (4.20%) Java Developer
12 49 (4.03%) Data Engineer
13 48 (3.95%) ETL Analyst
14 46 (3.79%) DBA
14 46 (3.79%) Oracle Developer
15 44 (3.62%) Business Analyst
16 43 (3.54%) Business Developer
16 43 (3.54%) Data Warehouse Developer
16 43 (3.54%) Senior Developer
17 41 (3.37%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 102 (8.40%) XML
2 84 (6.91%) Web Services
3 68 (5.60%) .NET
4 46 (3.79%) Kafka
5 29 (2.39%) MDX
6 28 (2.30%) RESTful
7 26 (2.14%) HTML
8 25 (2.06%) REST
9 21 (1.73%) JSON
9 21 (1.73%) Middleware
9 21 (1.73%) SOAP
9 21 (1.73%) Spring
10 20 (1.65%) J2EE
11 19 (1.56%) AngularJS
12 17 (1.40%) ELK Stack
13 14 (1.15%) CSS
13 14 (1.15%) JDBC
13 14 (1.15%) JRules
14 13 (1.07%) JMS
14 13 (1.07%) XSD
Miscellaneous
1 117 (9.63%) Analytical Skills
2 113 (9.30%) Data Integration
3 68 (5.60%) Visualisation
4 51 (4.20%) Management Information System
5 39 (3.21%) Data Structures
6 35 (2.88%) Computer Science
7 34 (2.80%) Statistics
8 31 (2.55%) Reference Data
8 31 (2.55%) Replication
9 24 (1.98%) Enterprise Software
10 22 (1.81%) Data Centre
11 20 (1.65%) Credit Risk
11 20 (1.65%) Equities
12 19 (1.56%) Data Extraction
12 19 (1.56%) NHS
13 18 (1.48%) Algorithms
14 16 (1.32%) Fixed Income
14 16 (1.32%) Mathematics
15 12 (0.99%) Foreign Exchange (FX)
15 12 (0.99%) Virtual Team
Operating Systems
1 105 (8.64%) Linux
2 88 (7.24%) Unix
3 41 (3.37%) Windows
4 10 (0.82%) Ubuntu
5 6 (0.49%) Solaris
5 6 (0.49%) Windows Server
6 5 (0.41%) AIX
7 4 (0.33%) Red Hat Enterprise Linux
7 4 (0.33%) Windows Server 2012
8 3 (0.25%) Android
8 3 (0.25%) Apple iOS
9 2 (0.16%) SUSE
9 2 (0.16%) Windows Server 2003
9 2 (0.16%) Windows Server 2008
10 1 (0.082%) CentOS
10 1 (0.082%) Debian
10 1 (0.082%) HPUX
10 1 (0.082%) VMS
Processes & Methodologies
1 443 (36.46%) Business Intelligence
2 347 (28.56%) Agile Software Development
3 319 (26.26%) Data Modelling
4 172 (14.16%) Analytics
5 145 (11.93%) Migration
6 104 (8.56%) Data Management
6 104 (8.56%) Data Migration
7 90 (7.41%) Scrum
8 88 (7.24%) Performance Tuning
9 83 (6.83%) Data Analysis
10 72 (5.93%) SOA
11 70 (5.76%) ETL Development
11 70 (5.76%) Unit Testing
12 67 (5.51%) Continuous Integration
13 60 (4.94%) Data Cleansing
13 60 (4.94%) TDD
14 59 (4.86%) SDLC
15 52 (4.28%) Data Architecture
15 52 (4.28%) Project Management
15 52 (4.28%) Software Engineering
Programming Languages
1 732 (60.25%) SQL
2 229 (18.85%) Java
3 207 (17.04%) T-SQL
4 129 (10.62%) Python
5 126 (10.37%) PL/SQL
6 84 (6.91%) C#
7 80 (6.58%) Scala
8 50 (4.12%) R
9 37 (3.05%) Shell Script
10 34 (2.80%) JavaScript
10 34 (2.80%) VBA
11 33 (2.72%) Perl
12 22 (1.81%) Bash Shell
13 17 (1.40%) C
14 16 (1.32%) C++
15 13 (1.07%) VB
16 10 (0.82%) PHP
16 10 (0.82%) Ruby
16 10 (0.82%) SAS Macro
17 8 (0.66%) Haskell
Qualifications
1 68 (5.60%) Degree
2 29 (2.39%) Security Cleared
3 14 (1.15%) SC Cleared
4 13 (1.07%) ISTQB
5 7 (0.58%) ISEB
6 5 (0.41%) DV Cleared
7 4 (0.33%) BPSS Clearance
8 3 (0.25%) CTC Cleared
8 3 (0.25%) PhD
9 2 (0.16%) CIMA
9 2 (0.16%) ITIL Certification
9 2 (0.16%) Microsoft Certification
10 1 (0.082%) ISEB Practitioner
10 1 (0.082%) ISTQB Foundation Certification
10 1 (0.082%) MCITP
10 1 (0.082%) MCSA
10 1 (0.082%) MCSE
10 1 (0.082%) MCTS
10 1 (0.082%) OCP
10 1 (0.082%) Oracle Certification
Quality Assurance & Compliance
1 130 (10.70%) Data Quality
2 63 (5.19%) QA
3 9 (0.74%) Solvency II
4 8 (0.66%) SLA
5 6 (0.49%) Disclosure Scotland
6 4 (0.33%) GAAP
6 4 (0.33%) MiFID
7 3 (0.25%) Sarbanes-Oxley
8 2 (0.16%) Dodd-Frank
8 2 (0.16%) EMIR
8 2 (0.16%) FATCA
8 2 (0.16%) PCI DSS
9 1 (0.082%) Basel III
9 1 (0.082%) COBIT
9 1 (0.082%) ISO20022
9 1 (0.082%) SDET
System Software
1 40 (3.29%) HDFS
2 26 (2.14%) Apache Flume
3 14 (1.15%) Docker
4 10 (0.82%) Active Directory
5 6 (0.49%) Oracle RAC
6 4 (0.33%) Apache ZooKeeper
7 2 (0.16%) NFS
8 1 (0.082%) Ceph
8 1 (0.082%) Hyper-V
8 1 (0.082%) KVM
8 1 (0.082%) Samba
8 1 (0.082%) Virtual Servers
8 1 (0.082%) VMware Infrastructure
Systems Management
1 22 (1.81%) Control-M
2 14 (1.15%) HP Quality Center
2 14 (1.15%) Opscode Chef
3 12 (0.99%) Ansible
3 12 (0.99%) Hadoop YARN
4 10 (0.82%) Oozie
5 9 (0.74%) Data Guard
5 9 (0.74%) Kibana
5 9 (0.74%) Mesos
5 9 (0.74%) Rsyslog
6 8 (0.66%) logstash
6 8 (0.66%) Oracle RMAN
6 8 (0.66%) Puppet
7 7 (0.58%) Grafana
8 6 (0.49%) OpenSSO
9 5 (0.41%) Ambari
9 5 (0.41%) MOM
9 5 (0.41%) rkt
10 4 (0.33%) CA Single Sign-On
10 4 (0.33%) Oracle Enterprise Manager
Vendors
1 296 (24.36%) Oracle
2 192 (15.80%) Microsoft
3 89 (7.33%) Informatica
4 78 (6.42%) SAP
5 77 (6.34%) Talend
6 72 (5.93%) Tableau
7 68 (5.60%) Teradata
8 61 (5.02%) IBM
9 42 (3.46%) Cognos
10 38 (3.13%) Sybase
11 30 (2.47%) Netezza
12 25 (2.06%) Hyperion
13 24 (1.98%) Salesforce.com
14 23 (1.89%) Vertica
15 22 (1.81%) MicroStrategy
16 18 (1.48%) Ab Initio
17 17 (1.40%) Hortonworks
18 15 (1.23%) Splunk
19 14 (1.15%) ILOG
19 14 (1.15%) Pega
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