The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / Canary Wharf
Rank 23 17 20
Rank change year-on-year -6 +3  
Contract jobs citing ETL 4 8 3
As % of all contract IT jobs advertised in Canary Wharf 3.03% 6.30% 2.65%
As % of the Processes & Methodologies category 3.33% 7.14% 2.97%
Number of daily rates quoted 4 8 3
Median daily rate £530 £480 £493
Median daily rate % change year-on-year +10.41% -2.53%  
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 £63.00 £40.00
% change year-on-year -40.47% +57.50%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Canary Wharf with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Canary Wharf
Contract job vacancies with a requirement for process and methodology skills 120 112 101
As % of all contract IT job vacancies advertised in Canary Wharf 90.91% 88.19% 89.38%
Number of daily rates quoted 78 98 62
Median daily rate £535 £475 £500
Median daily rate % change year-on-year +12.63% -5.00%  
90% offered a daily rate of more than £375 £350 £375
10% offered a daily rate of more than £650 £650 £675
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 2 1 0
Median hourly rate £47.50 £26.00 -
Median hourly rate % change year-on-year +82.69% -  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Canary Wharf

The job posting trend of jobs advertised in Canary Wharf citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Canary Wharf

ETL
Contractor Daily Rate Trend in Canary Wharf

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Canary Wharf.

Contractor daily rate trend for ETL in Canary Wharf

ETL
Contractor Daily Rate Histogram in Canary Wharf

The daily rate distribution of IT jobs citing ETL in Canary Wharf over the 3 months to 23 March 2017.

Contractor daily rate histogram for ETL in Canary Wharf

ETL
Top 30 Related IT Skills in Canary Wharf

For the 6 months to 23 March 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 Canary Wharf region with a requirement for ETL.

1 4 (50.00%) Oracle
1 4 (50.00%) Data Warehouse
1 4 (50.00%) Data Modelling
1 4 (50.00%) Business Intelligence
1 4 (50.00%) Data Management
2 3 (37.50%) Banking
2 3 (37.50%) Data Integration
2 3 (37.50%) Master Data Management
2 3 (37.50%) Logical Data Model
2 3 (37.50%) Physical Data Model
2 3 (37.50%) Informatica
2 3 (37.50%) SOA
2 3 (37.50%) Java
2 3 (37.50%) Finance
3 2 (25.00%) Replication
3 2 (25.00%) Content Management
3 2 (25.00%) PL/SQL
3 2 (25.00%) SQL
3 2 (25.00%) SQL Server
3 2 (25.00%) DB2
3 2 (25.00%) ERwin
3 2 (25.00%) Identity Access Management
3 2 (25.00%) Case Management
3 2 (25.00%) Workflow
3 2 (25.00%) Capacity Management
3 2 (25.00%) Oracle SOA Suite
4 1 (12.50%) Big Data
4 1 (12.50%) Talend
4 1 (12.50%) Cloudera
4 1 (12.50%) Kimball Methodology

ETL
Top Related IT Skills in Canary Wharf 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 2 (25.00%) Oracle SOA Suite
2 1 (12.50%) Apache Spark
2 1 (12.50%) Confluence
2 1 (12.50%) Oracle Workflow
Applications
1 1 (12.50%) MS Office
1 1 (12.50%) S-PLUS
Cloud Services
1 1 (12.50%) Cloud Computing
Communications & Networking
1 1 (12.50%) Unified Communications
Database & Business Intelligence
1 4 (50.00%) Data Warehouse
2 2 (25.00%) DB2
2 2 (25.00%) SQL Server
3 1 (12.50%) Big Data
3 1 (12.50%) Enterprise Data Warehouse
3 1 (12.50%) FileMaker
3 1 (12.50%) OLAP
3 1 (12.50%) Oracle Database
3 1 (12.50%) Oracle ODI
3 1 (12.50%) Oracle OLAP
3 1 (12.50%) PostgreSQL
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Integration Services
3 1 (12.50%) Star Schema
Development Applications
1 2 (25.00%) ERwin
2 1 (12.50%) JIRA
2 1 (12.50%) PowerBuilder
2 1 (12.50%) Talend Open Studio
2 1 (12.50%) Toad
General
1 3 (37.50%) Banking
1 3 (37.50%) Finance
2 1 (12.50%) Investment Banking
2 1 (12.50%) Pharmaceutical
Job Titles
1 4 (50.00%) Architect
2 2 (25.00%) Data Architect
2 2 (25.00%) Developer
3 1 (12.50%) Analyst
3 1 (12.50%) Apache Spark Developer
3 1 (12.50%) Consultant
3 1 (12.50%) Informatica Developer
3 1 (12.50%) Information Analyst
3 1 (12.50%) Python Developer
3 1 (12.50%) Senior Architect
3 1 (12.50%) Senior Data Architect
3 1 (12.50%) Software Architect
3 1 (12.50%) Solutions Architect
3 1 (12.50%) SQL Analyst
3 1 (12.50%) SQL Data Analyst
3 1 (12.50%) Technical Consultant
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
1 1 (12.50%) Middleware
1 1 (12.50%) Web Services
1 1 (12.50%) XBRL
1 1 (12.50%) XML
Miscellaneous
1 2 (25.00%) Replication
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Data Centre
2 1 (12.50%) Foreign Exchange (FX)
2 1 (12.50%) Virtual Team
Operating Systems
1 1 (12.50%) Unix
Processes & Methodologies
1 4 (50.00%) Business Intelligence
1 4 (50.00%) Data Management
1 4 (50.00%) Data Modelling
2 3 (37.50%) Data Integration
2 3 (37.50%) Logical Data Model
2 3 (37.50%) Master Data Management
2 3 (37.50%) Physical Data Model
2 3 (37.50%) SOA
3 2 (25.00%) Capacity Management
3 2 (25.00%) Case Management
3 2 (25.00%) Content Management
3 2 (25.00%) Identity Access Management
3 2 (25.00%) Workflow
4 1 (12.50%) Change Management
4 1 (12.50%) Data Analysis
4 1 (12.50%) Document Management
4 1 (12.50%) Enterprise Architecture
4 1 (12.50%) ITSM
4 1 (12.50%) Service Management
4 1 (12.50%) TOGAF
Programming Languages
1 3 (37.50%) Java
2 2 (25.00%) PL/SQL
2 2 (25.00%) SQL
3 1 (12.50%) MATLAB
3 1 (12.50%) Python
3 1 (12.50%) R
3 1 (12.50%) Shell Script
3 1 (12.50%) T-SQL
3 1 (12.50%) VBA
Qualifications
1 1 (12.50%) ISEB
1 1 (12.50%) ISTQB
Quality Assurance & Compliance
1 1 (12.50%) QA
Systems Management
1 1 (12.50%) MOM
Vendors
1 4 (50.00%) Oracle
2 3 (37.50%) Informatica
3 1 (12.50%) Cloudera
3 1 (12.50%) IBM
3 1 (12.50%) MicroStrategy
3 1 (12.50%) Tableau
3 1 (12.50%) Talend