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 18 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
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / City of London
Rank 65 55 67
Rank change year-on-year
-10 +12
Contract jobs citing ETL 102 99 151
As % of all contract IT jobs located in the City of London 3.49% 3.23% 3.00%
As % of the Processes & Methodologies category 4.06% 3.83% 3.67%
Number of daily rates quoted 71 81 125
Median daily rate £475 £500 £450
Median daily rate % change year-on-year
-5.00% +11.11%
90% offered a daily rate of more than £400 £400 £350
10% offered a daily rate of more than £615 £610 £600
UK excluding London median daily rate £413 £390 £388
% change year-on-year
+5.76% +0.64%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £50.00
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 City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2514 2586 4119
As % of all contract IT jobs located in the City of London 86.01% 84.43% 81.79%
Number of daily rates quoted 1983 2040 3238
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 £360 £320 £320
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 16 24 33
Median hourly rate £43.25 £32.80 £20.00
Median hourly rate % change year-on-year
+31.86% +63.98%
90% offered a hourly rate of more than £16.15 £18.79 £13.50
10% offered a hourly rate of more than £55.00 £53.00 £45.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 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 18 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 City of London region with a requirement for ETL.

1 140 (67.31%) SQL
2 87 (41.83%) Data Warehouse
3 74 (35.58%) Business Intelligence
4 73 (35.10%) SQL Server
5 68 (32.69%) Finance
6 65 (31.25%) SQL Server Integration Services
7 63 (30.29%) Agile Software Development
8 61 (29.33%) Data Modelling
9 49 (23.56%) Big Data
10 44 (21.15%) SQL Server Reporting Services
11 43 (20.67%) Analytics
12 42 (20.19%) Hadoop
13 40 (19.23%) Microsoft
14 38 (18.27%) Data Quality
15 37 (17.79%) T-SQL
16 36 (17.31%) Oracle
17 32 (15.38%) Analytical Skills
17 32 (15.38%) SQL Server Analysis Services
18 26 (12.50%) Python
18 26 (12.50%) Data Integration
19 25 (12.02%) Banking
19 25 (12.02%) Java
19 25 (12.02%) C#
20 24 (11.54%) Data Analysis
21 23 (11.06%) Degree
22 22 (10.58%) Tableau
23 21 (10.10%) R
23 21 (10.10%) Performance Tuning
23 21 (10.10%) Apache Hive
23 21 (10.10%) Teradata

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 14 (6.73%) Apache Spark
2 10 (4.81%) SAS
3 9 (4.33%) Apache Pig
4 6 (2.88%) SharePoint
5 4 (1.92%) JBoss
6 3 (1.44%) Elasticsearch
7 2 (0.96%) WebLogic
8 1 (0.48%) Apache
8 1 (0.48%) Confluence
Applications
1 18 (8.65%) MS Excel
2 8 (3.85%) SPSS
3 4 (1.92%) MS Office
4 1 (0.48%) MS PowerPoint
4 1 (0.48%) MS Project
4 1 (0.48%) MS Visio
4 1 (0.48%) Photoshop
4 1 (0.48%) Spreadsheet
Business Applications
1 8 (3.85%) Dynamics AX
2 4 (1.92%) Oracle EBS
3 3 (1.44%) Dynamics CRM
3 3 (1.44%) Oracle Payables
4 2 (0.96%) SAP Oil and Gas
5 1 (0.48%) Cognos Business Intelligence
5 1 (0.48%) Dynamics GP
5 1 (0.48%) Dynamics NAV
5 1 (0.48%) Oracle Assets
5 1 (0.48%) Oracle Cash Management
5 1 (0.48%) Oracle Receivables
5 1 (0.48%) SAP CO
5 1 (0.48%) SAP ERP
5 1 (0.48%) SAP FI
5 1 (0.48%) SAP FI/CO
Cloud Services
1 14 (6.73%) Microsoft Azure
2 11 (5.29%) Amazon AWS
3 4 (1.92%) Google Cloud Platform
4 3 (1.44%) IaaS
5 1 (0.48%) Cloud Computing
5 1 (0.48%) FinancialForce.com
5 1 (0.48%) Force.com
5 1 (0.48%) G Suite
Communications & Networking
1 9 (4.33%) FTP
2 2 (0.96%) HTTP
2 2 (0.96%) Kerberos
2 2 (0.96%) LAN
2 2 (0.96%) WAN
3 1 (0.48%) LDAP
Database & Business Intelligence
1 87 (41.83%) Data Warehouse
2 73 (35.10%) SQL Server
3 65 (31.25%) SQL Server Integration Services
4 49 (23.56%) Big Data
5 44 (21.15%) SQL Server Reporting Services
6 42 (20.19%) Hadoop
7 32 (15.38%) SQL Server Analysis Services
8 21 (10.10%) Apache Hive
9 18 (8.65%) BusinessObjects
10 17 (8.17%) Relational Database
11 13 (6.25%) SQL Server 2014
12 12 (5.77%) SQL Server 2008
13 11 (5.29%) SQL Server 2012
14 9 (4.33%) Oracle Database
14 9 (4.33%) Oracle ODI
14 9 (4.33%) QlikView
15 8 (3.85%) MongoDB
15 8 (3.85%) Oracle Database 11g
16 7 (3.37%) Data Lake
16 7 (3.37%) Data Mining
Development Applications
1 12 (5.77%) JIRA
2 10 (4.81%) ERwin
3 8 (3.85%) Team Foundation Server
4 7 (3.37%) Talend Open Studio
5 5 (2.40%) Subversion
6 4 (1.92%) Git (software)
7 3 (1.44%) Cucumber
8 2 (0.96%) HP UFT
8 2 (0.96%) JUnit
8 2 (0.96%) Maven
8 2 (0.96%) Mockito
8 2 (0.96%) SQL Server Management Studio (SSMS)
8 2 (0.96%) Visual Studio
9 1 (0.48%) Ant
9 1 (0.48%) Atlassian Bamboo
9 1 (0.48%) Eclipse
9 1 (0.48%) Mercurial
9 1 (0.48%) PVCS
9 1 (0.48%) Rational Rose
9 1 (0.48%) VSS/SourceSafe
General
1 68 (32.69%) Finance
2 25 (12.02%) Banking
3 11 (5.29%) Retail
4 10 (4.81%) Marketing
5 8 (3.85%) Financial Institution
6 7 (3.37%) Legal
7 6 (2.88%) Investment Banking
8 4 (1.92%) Advertising
9 2 (0.96%) Front Office
9 2 (0.96%) General Ledger
10 1 (0.48%) Billing
10 1 (0.48%) Electronics
10 1 (0.48%) Manufacturing
10 1 (0.48%) Pharmaceutical
10 1 (0.48%) Telecoms
Job Titles
1 94 (45.19%) Developer
2 32 (15.38%) Analyst
3 30 (14.42%) Architect
4 26 (12.50%) ETL Developer
5 25 (12.02%) Business Intelligence Developer
5 25 (12.02%) SQL Developer
6 19 (9.13%) Data Architect
7 16 (7.69%) Data Analyst
7 16 (7.69%) SSIS Developer
8 14 (6.73%) Data Engineer
9 10 (4.81%) ETL Analyst
10 9 (4.33%) Business Developer
11 8 (3.85%) Big Data Architect
11 8 (3.85%) Big Data Engineer
11 8 (3.85%) C# Developer
11 8 (3.85%) Consultant
11 8 (3.85%) Java Developer
11 8 (3.85%) Solutions Architect
11 8 (3.85%) SSRS Developer
12 7 (3.37%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 20 (9.62%) .NET
2 16 (7.69%) XML
3 14 (6.73%) Web Services
4 6 (2.88%) .NET Framework
5 5 (2.40%) Middleware
5 5 (2.40%) XSD
6 4 (1.92%) Entity Framework
6 4 (1.92%) Kafka
6 4 (1.92%) REST
6 4 (1.92%) SOAP
6 4 (1.92%) XSLT
7 3 (1.44%) ASP.NET
7 3 (1.44%) Gherkin
7 3 (1.44%) MDX
7 3 (1.44%) RESTful
8 2 (0.96%) ADO
8 2 (0.96%) HTML
8 2 (0.96%) JSON
8 2 (0.96%) SAML
8 2 (0.96%) WCF
Miscellaneous
1 32 (15.38%) Analytical Skills
2 26 (12.50%) Data Integration
3 19 (9.13%) Statistics
4 13 (6.25%) Visualisation
5 12 (5.77%) Management Information System
6 10 (4.81%) Computer Science
6 10 (4.81%) Equities
7 8 (3.85%) Mathematics
8 7 (3.37%) Algorithms
8 7 (3.37%) Fixed Income
9 6 (2.88%) Fintech
10 5 (2.40%) Data Conversion
10 5 (2.40%) Enterprise Software
11 4 (1.92%) Credit Risk
11 4 (1.92%) Replication
12 3 (1.44%) Data Centre
12 3 (1.44%) Data Extraction
12 3 (1.44%) Data Structures
12 3 (1.44%) Economics
13 2 (0.96%) Digital Media
Operating Systems
1 14 (6.73%) Unix
2 13 (6.25%) Linux
3 7 (3.37%) Windows
4 3 (1.44%) Windows Server
5 1 (0.48%) Solaris
Processes & Methodologies
1 74 (35.58%) Business Intelligence
2 63 (30.29%) Agile Software Development
3 61 (29.33%) Data Modelling
4 43 (20.67%) Analytics
5 24 (11.54%) Data Analysis
6 21 (10.10%) Performance Tuning
6 21 (10.10%) Scrum
7 17 (8.17%) Data Management
8 16 (7.69%) ETL Development
8 16 (7.69%) Migration
9 15 (7.21%) Data Architecture
9 15 (7.21%) TDD
10 14 (6.73%) ERP
11 13 (6.25%) Data Cleansing
11 13 (6.25%) Data Governance
11 13 (6.25%) Data Ingestion
11 13 (6.25%) Project Management
12 12 (5.77%) Data Acquisition
12 12 (5.77%) Data Analytics
12 12 (5.77%) Kimball Methodology
Programming Languages
1 140 (67.31%) SQL
2 37 (17.79%) T-SQL
3 26 (12.50%) Python
4 25 (12.02%) C#
4 25 (12.02%) Java
5 21 (10.10%) R
6 17 (8.17%) PL/SQL
7 10 (4.81%) Shell Script
8 7 (3.37%) VBA
9 5 (2.40%) Scala
10 3 (1.44%) Bash Shell
10 3 (1.44%) PowerShell
11 2 (0.96%) C++
11 2 (0.96%) MATLAB
11 2 (0.96%) SAS Macro
11 2 (0.96%) XPath
12 1 (0.48%) JavaScript
12 1 (0.48%) Perl
12 1 (0.48%) PHP
12 1 (0.48%) VB
Qualifications
1 23 (11.06%) Degree
2 2 (0.96%) Security Cleared
3 1 (0.48%) DV Cleared
3 1 (0.48%) ISTQB
3 1 (0.48%) PhD
Quality Assurance & Compliance
1 38 (18.27%) Data Quality
2 7 (3.37%) QA
3 3 (1.44%) Solvency II
4 2 (0.96%) PCI DSS
System Software
1 10 (4.81%) HDFS
2 2 (0.96%) Virtual Servers
3 1 (0.48%) Apache Flume
3 1 (0.48%) Oracle RAC
Systems Management
1 4 (1.92%) Control-M
1 4 (1.92%) MOM
2 2 (0.96%) Oozie
3 1 (0.48%) Ansible
3 1 (0.48%) Hadoop YARN
3 1 (0.48%) Opscode Chef
3 1 (0.48%) Oracle Enterprise Manager
3 1 (0.48%) Puppet
3 1 (0.48%) Tivoli
Vendors
1 40 (19.23%) Microsoft
2 36 (17.31%) Oracle
3 22 (10.58%) Tableau
4 21 (10.10%) Teradata
5 18 (8.65%) SAP
6 11 (5.29%) MicroStrategy
7 10 (4.81%) Informatica
7 10 (4.81%) Netezza
8 8 (3.85%) Cognos
9 7 (3.37%) Talend
10 5 (2.40%) Google
10 5 (2.40%) Sybase
11 4 (1.92%) Greenplum
11 4 (1.92%) Vertica
12 3 (1.44%) IBM
12 3 (1.44%) WorldPay
13 2 (0.96%) Ab Initio
13 2 (0.96%) DataFlux
13 2 (0.96%) Hyperion
13 2 (0.96%) Sage
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