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 10 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
10 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 64 45 61
Rank change year-on-year
-19 +16
Contract jobs citing ETL 113 130 179
As % of all contract IT jobs located in the City of London 3.57% 3.81% 3.12%
As % of the Processes & Methodologies category 4.10% 4.51% 3.87%
Number of daily rates quoted 81 100 152
Median daily rate £475 £465 £450
Median daily rate % change year-on-year
+2.20% +3.27%
90% offered a daily rate of more than £350 £375 £325
10% offered a daily rate of more than £625 £575 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £50.00
UK excluding London median hourly rate £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
ETL
London

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
2757 2881 4626
As % of all contract IT jobs located in the City of London 87.11% 84.39% 80.51%
Number of daily rates quoted 2183 2311 3625
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 £363 £310 £313
10% offered a daily rate of more than £650 £650 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 27 21 49
Median hourly rate £26.25 £24.50 £18.00
Median hourly rate % change year-on-year
+7.14% +36.11%
90% offered a hourly rate of more than £14.50 £18.70 £10.80
10% offered a hourly rate of more than £55.00 £53.00 £43.75
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

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 10 December 2016.

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 10 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 City of London region with a requirement for ETL.

1 159 (69.74%) SQL
2 98 (42.98%) Data Warehouse
3 94 (41.23%) SQL Server
4 85 (37.28%) Business Intelligence
5 70 (30.70%) Agile Software Development
5 70 (30.70%) SQL Server Integration Services
6 69 (30.26%) Finance
7 66 (28.95%) Data Modelling
8 54 (23.68%) Big Data
9 49 (21.49%) Analytics
10 46 (20.18%) T-SQL
10 46 (20.18%) SQL Server Reporting Services
11 43 (18.86%) Hadoop
12 41 (17.98%) Oracle
13 40 (17.54%) Data Quality
14 38 (16.67%) Microsoft
15 36 (15.79%) Analytical Skills
16 35 (15.35%) SQL Server Analysis Services
17 30 (13.16%) Tableau
18 29 (12.72%) Banking
19 27 (11.84%) Data Analysis
19 27 (11.84%) Data Integration
20 26 (11.40%) Java
20 26 (11.40%) Python
21 24 (10.53%) Migration
21 24 (10.53%) Relational Database
22 23 (10.09%) Scrum
23 22 (9.65%) Teradata
24 21 (9.21%) MS Excel
24 21 (9.21%) 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 (6.58%) SAS
2 12 (5.26%) Apache Spark
3 8 (3.51%) Apache Pig
4 5 (2.19%) SharePoint
5 4 (1.75%) Elasticsearch
6 2 (0.88%) Confluence
6 2 (0.88%) JBoss
6 2 (0.88%) WebSphere
6 2 (0.88%) WebSphere Application Server
7 1 (0.44%) Apache
7 1 (0.44%) Facebook Platform
7 1 (0.44%) WebLogic
Applications
1 21 (9.21%) MS Excel
2 7 (3.07%) SPSS
3 3 (1.32%) MS Office
4 1 (0.44%) MS Project
4 1 (0.44%) Photoshop
4 1 (0.44%) Spreadsheet
Business Applications
1 5 (2.19%) Dynamics AX
1 5 (2.19%) Oracle EBS
2 4 (1.75%) Oracle Payables
3 2 (0.88%) Dynamics CRM
4 1 (0.44%) Cognos Business Intelligence
4 1 (0.44%) Dynamics GP
4 1 (0.44%) Dynamics NAV
4 1 (0.44%) Oracle Assets
4 1 (0.44%) Oracle Cash Management
4 1 (0.44%) Oracle Receivables
4 1 (0.44%) Radian6
4 1 (0.44%) SAP CO
4 1 (0.44%) SAP ERP
4 1 (0.44%) SAP FI
4 1 (0.44%) SAP FI/CO
4 1 (0.44%) SAP Oil and Gas
4 1 (0.44%) WebTrends
Cloud Services
1 13 (5.70%) Amazon AWS
2 10 (4.39%) Microsoft Azure
3 4 (1.75%) Google Cloud Platform
4 2 (0.88%) IaaS
5 1 (0.44%) AdWords
5 1 (0.44%) Cloud Computing
5 1 (0.44%) FinancialForce.com
5 1 (0.44%) Force.com
5 1 (0.44%) G Suite
5 1 (0.44%) Google Analytics
Communications & Networking
1 9 (3.95%) FTP
2 2 (0.88%) Kerberos
2 2 (0.88%) WAN
3 1 (0.44%) Internet
3 1 (0.44%) LAN
3 1 (0.44%) LDAP
3 1 (0.44%) NAS
3 1 (0.44%) Network Security
3 1 (0.44%) SAN
3 1 (0.44%) Wireless
Database & Business Intelligence
1 98 (42.98%) Data Warehouse
2 94 (41.23%) SQL Server
3 70 (30.70%) SQL Server Integration Services
4 54 (23.68%) Big Data
5 46 (20.18%) SQL Server Reporting Services
6 43 (18.86%) Hadoop
7 35 (15.35%) SQL Server Analysis Services
8 24 (10.53%) Relational Database
9 20 (8.77%) Apache Hive
10 16 (7.02%) BusinessObjects
10 16 (7.02%) SQL Server 2008
10 16 (7.02%) SQL Server 2014
11 14 (6.14%) SQL Server 2012
12 13 (5.70%) QlikView
13 12 (5.26%) MongoDB
14 10 (4.39%) Oracle ODI
15 9 (3.95%) Oracle Database
16 8 (3.51%) Data Mining
16 8 (3.51%) Oracle Database 11g
17 7 (3.07%) DataStage
Development Applications
1 14 (6.14%) JIRA
2 11 (4.82%) ERwin
3 7 (3.07%) Talend Open Studio
3 7 (3.07%) Team Foundation Server
4 6 (2.63%) Subversion
5 5 (2.19%) Git (software)
6 3 (1.32%) Cucumber
6 3 (1.32%) JUnit
7 2 (0.88%) Maven
7 2 (0.88%) Mockito
7 2 (0.88%) SQL Server Management Studio (SSMS)
8 1 (0.44%) Atlassian Bamboo
8 1 (0.44%) Eclipse
8 1 (0.44%) Jenkins
8 1 (0.44%) Mercurial
8 1 (0.44%) MSBuild
8 1 (0.44%) PVCS
8 1 (0.44%) Rational Rose
8 1 (0.44%) Sonatype Nexus
8 1 (0.44%) VSS/SourceSafe
General
1 69 (30.26%) Finance
2 29 (12.72%) Banking
3 17 (7.46%) Marketing
4 16 (7.02%) Retail
5 10 (4.39%) Financial Institution
5 10 (4.39%) Legal
6 9 (3.95%) Investment Banking
7 5 (2.19%) Advertising
8 2 (0.88%) Back Office
8 2 (0.88%) Front Office
8 2 (0.88%) General Ledger
9 1 (0.44%) Billing
9 1 (0.44%) Electronics
9 1 (0.44%) Law
9 1 (0.44%) Manufacturing
9 1 (0.44%) Pharmaceutical
9 1 (0.44%) Telecoms
Job Titles
1 106 (46.49%) Developer
2 37 (16.23%) Analyst
3 31 (13.60%) ETL Developer
4 28 (12.28%) Business Intelligence Developer
4 28 (12.28%) SQL Developer
5 25 (10.96%) Architect
6 20 (8.77%) Data Architect
7 17 (7.46%) Data Analyst
7 17 (7.46%) SSIS Developer
8 13 (5.70%) Data Engineer
8 13 (5.70%) ETL Analyst
9 10 (4.39%) Java Developer
10 9 (3.95%) Business Developer
11 8 (3.51%) Big Data Architect
11 8 (3.51%) Big Data Engineer
11 8 (3.51%) Consultant
11 8 (3.51%) Data Warehouse Developer
11 8 (3.51%) Microsoft Developer
11 8 (3.51%) Oracle Developer
12 7 (3.07%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 21 (9.21%) XML
2 16 (7.02%) .NET
3 13 (5.70%) Web Services
4 6 (2.63%) Middleware
5 5 (2.19%) MDX
6 4 (1.75%) .NET Framework
6 4 (1.75%) ASP.NET
6 4 (1.75%) Kafka
7 3 (1.32%) Gherkin
7 3 (1.32%) JMS
7 3 (1.32%) JSON
7 3 (1.32%) SOAP
7 3 (1.32%) Visualforce
7 3 (1.32%) XSD
8 2 (0.88%) AngularJS
8 2 (0.88%) Cascading
8 2 (0.88%) Entity Framework
8 2 (0.88%) Flask
8 2 (0.88%) REST
8 2 (0.88%) XSLT
Miscellaneous
1 36 (15.79%) Analytical Skills
2 27 (11.84%) Data Integration
3 18 (7.89%) Statistics
4 13 (5.70%) Visualisation
5 12 (5.26%) Equities
5 12 (5.26%) Management Information System
6 9 (3.95%) Computer Science
6 9 (3.95%) Fixed Income
7 8 (3.51%) Fintech
7 8 (3.51%) Mathematics
8 7 (3.07%) Algorithms
9 6 (2.63%) Enterprise Software
10 5 (2.19%) Data Conversion
11 4 (1.75%) Data Structures
12 3 (1.32%) Data Centre
12 3 (1.32%) Digital Media
12 3 (1.32%) Replication
13 2 (0.88%) Credit Risk
13 2 (0.88%) Data Extraction
13 2 (0.88%) Reference Data
Operating Systems
1 16 (7.02%) Unix
2 12 (5.26%) Linux
3 6 (2.63%) Windows
4 3 (1.32%) Windows Server
5 1 (0.44%) Solaris
Processes & Methodologies
1 85 (37.28%) Business Intelligence
2 70 (30.70%) Agile Software Development
3 66 (28.95%) Data Modelling
4 49 (21.49%) Analytics
5 27 (11.84%) Data Analysis
6 24 (10.53%) Migration
7 23 (10.09%) Scrum
8 20 (8.77%) ETL Development
8 20 (8.77%) Performance Tuning
9 18 (7.89%) Data Management
9 18 (7.89%) Data Migration
10 16 (7.02%) ERP
10 16 (7.02%) Unit Testing
11 15 (6.58%) Data Cleansing
11 15 (6.58%) Data Governance
11 15 (6.58%) Project Management
11 15 (6.58%) Stakeholder Management
12 14 (6.14%) TDD
13 13 (5.70%) Data Analytics
13 13 (5.70%) Kimball Methodology
Programming Languages
1 159 (69.74%) SQL
2 46 (20.18%) T-SQL
3 26 (11.40%) Java
3 26 (11.40%) Python
4 21 (9.21%) C#
4 21 (9.21%) R
5 18 (7.89%) PL/SQL
6 11 (4.82%) Shell Script
7 7 (3.07%) VBA
8 5 (2.19%) Scala
9 4 (1.75%) SAS Macro
10 3 (1.32%) Apex Code
10 3 (1.32%) Bash Shell
10 3 (1.32%) JavaScript
11 2 (0.88%) C
11 2 (0.88%) C++
11 2 (0.88%) MATLAB
11 2 (0.88%) PHP
11 2 (0.88%) PowerShell
12 1 (0.44%) VB
Qualifications
1 20 (8.77%) Degree
2 4 (1.75%) Security Cleared
3 2 (0.88%) SC Cleared
4 1 (0.44%) DV Cleared
4 1 (0.44%) ISTQB
4 1 (0.44%) ITIL Certification
4 1 (0.44%) PhD
Quality Assurance & Compliance
1 40 (17.54%) Data Quality
2 11 (4.82%) QA
3 6 (2.63%) Solvency II
4 1 (0.44%) PCI DSS
System Software
1 10 (4.39%) HDFS
2 1 (0.44%) Apache Flume
2 1 (0.44%) Ceph
2 1 (0.44%) Docker
2 1 (0.44%) Hyper-V
2 1 (0.44%) Oracle RAC
2 1 (0.44%) Virtual Servers
2 1 (0.44%) VMware Infrastructure
Systems Management
1 4 (1.75%) Control-M
2 2 (0.88%) Oozie
3 1 (0.44%) Ansible
3 1 (0.44%) Hadoop YARN
3 1 (0.44%) HP Quality Center
3 1 (0.44%) Mesos
3 1 (0.44%) MOM
3 1 (0.44%) Opscode Chef
3 1 (0.44%) Oracle Enterprise Manager
3 1 (0.44%) Puppet
Vendors
1 41 (17.98%) Oracle
2 38 (16.67%) Microsoft
3 30 (13.16%) Tableau
4 22 (9.65%) Teradata
5 17 (7.46%) SAP
6 14 (6.14%) MicroStrategy
7 13 (5.70%) Informatica
8 9 (3.95%) Cognos
8 9 (3.95%) Netezza
9 7 (3.07%) IBM
9 7 (3.07%) Talend
10 6 (2.63%) Google
10 6 (2.63%) Salesforce.com
11 4 (1.75%) Sybase
12 3 (1.32%) Ab Initio
12 3 (1.32%) Greenplum
12 3 (1.32%) Hyperion
12 3 (1.32%) Vertica
13 2 (0.88%) MuleSoft
13 2 (0.88%) WorldPay
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Rate: £300 - £400 per day
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