The following table provides summary statistics for contract job vacancies advertised in London 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 28 April 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.

Extract, Transform and Load (ETL)
England / London
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 96 107 60
Rank change year-on-year +11 -47  
Contract jobs citing ETL 524 526 742
As % of all contract IT jobs advertised in London 2.55% 2.29% 3.32%
As % of the Processes & Methodologies category 2.97% 2.68% 4.05%
Number of daily rates quoted 378 369 486
Median daily rate £450 £450 £448
Median daily rate % change year-on-year - +0.55%  
90% offered a daily rate of more than £355 £325 £338
10% offered a daily rate of more than £575 £575 £600
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 2
Median hourly rate - - £45.00
UK excluding London median hourly rate £31.50 - £37.80

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 London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17638 19605 18324
As % of all contract IT job vacancies advertised in London 85.68% 85.20% 81.88%
Number of daily rates quoted 12672 14248 12798
Median daily rate £490 £475 £450
Median daily rate % change year-on-year +3.15% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £638 £625 £613
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 181 177 259
Median hourly rate £28.35 £21.78 £20.00
Median hourly rate % change year-on-year +30.14% +8.90%  
90% offered a hourly rate of more than £14.15 £12.70 £11.00
10% offered a hourly rate of more than £52.50 £52.50 £55.00
UK excluding London median hourly rate £37.00 £36.00 £30.20
% change year-on-year +2.77% +19.20%  

ETL
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

ETL
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for ETL in London

ETL
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing ETL in London over the 3 months to 28 April 2017.

Contractor daily rate histogram for ETL in London

ETL
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in London.

Contractor hourly rate trend for ETL 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 28 April 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 +1 88 £500 +11.11% 24
Canary Wharf 0 7 £555 +15.62%
Kingston Upon Thames - 7 £355 -
Docklands, London - 4 £439 -
Croydon +6 3 £388 -1.27%
Uxbridge +3 1 £525 +16.66%
Hammersmith - 1 £400 -
ETL
England

For the 6 months to 28 April 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.

1 585 (56.03%) SQL
2 448 (42.91%) Data Warehouse
3 360 (34.48%) Business Intelligence
4 322 (30.84%) SQL Server
5 294 (28.16%) Finance
6 283 (27.11%) Agile Software Development
7 277 (26.53%) Data Modelling
8 267 (25.57%) SQL Server Integration Services
9 231 (22.13%) Big Data
10 225 (21.55%) Oracle
11 191 (18.30%) Hadoop
12 181 (17.34%) Analytics
13 176 (16.86%) Migration
14 175 (16.76%) Java
15 156 (14.94%) Microsoft
16 154 (14.75%) SQL Server Reporting Services
17 145 (13.89%) Banking
18 137 (13.12%) T-SQL
19 132 (12.64%) Data Analysis
20 128 (12.26%) Python
21 127 (12.16%) SQL Server Analysis Services
22 126 (12.07%) Data Quality
23 122 (11.69%) Data Migration
24 116 (11.11%) Apache Spark
25 113 (10.82%) Analytical Skills
26 107 (10.25%) Performance Tuning
27 103 (9.87%) Informatica
28 101 (9.67%) Relational Database
29 95 (9.10%) Data Integration
30 93 (8.91%) Apache Hive

ETL
Co-occurring 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
1 116 (11.11%) Apache Spark
2 88 (8.43%) SAS
3 42 (4.02%) Apache Pig
4 31 (2.97%) Apache
5 25 (2.39%) SharePoint
6 23 (2.20%) JBoss
7 22 (2.11%) Elasticsearch
8 19 (1.82%) Confluence
9 17 (1.63%) Apache Solr
9 17 (1.63%) WebLogic
10 12 (1.15%) WebSphere
11 10 (0.96%) Tomcat
12 9 (0.86%) CMS
13 7 (0.67%) Mule
13 7 (0.67%) Oracle SOA Suite
14 6 (0.57%) Adobe Experience Manager
14 6 (0.57%) Apache Airflow
14 6 (0.57%) Oracle Workflow
15 5 (0.48%) GemFire
16 4 (0.38%) Mule ESB
Applications
1 50 (4.79%) Microsoft Excel
2 22 (2.11%) Microsoft Office
3 14 (1.34%) SPSS
4 13 (1.25%) MS Visio
5 8 (0.77%) Microsoft PowerPoint
6 3 (0.29%) Spreadsheet
7 2 (0.19%) Mathematica
7 2 (0.19%) S-PLUS
7 2 (0.19%) Stata
7 2 (0.19%) Weka
Business Applications
1 19 (1.82%) Dynamics AX
2 8 (0.77%) SAP Oil and Gas
3 7 (0.67%) Oracle EBS R12
4 6 (0.57%) FastStats
4 6 (0.57%) Oracle Financials
4 6 (0.57%) Oracle Payables
4 6 (0.57%) Oracle Receivables
5 4 (0.38%) Dynamics CRM
5 4 (0.38%) NetSuite
6 3 (0.29%) Maximo
6 3 (0.29%) Oracle EBS
7 2 (0.19%) Cognos Business Intelligence
7 2 (0.19%) Cognos TM1
7 2 (0.19%) FastStats PeopleStage
7 2 (0.19%) IBM Operational Decision Manager
7 2 (0.19%) Oracle Applications
7 2 (0.19%) Oracle BPM
7 2 (0.19%) Oracle Retail
7 2 (0.19%) Unit4 Business World
8 1 (0.096%) SAP MDG
Cloud Services
1 91 (8.72%) Amazon AWS
2 59 (5.65%) Microsoft Azure
3 19 (1.82%) Amazon EC2
4 14 (1.34%) Amazon S3
5 13 (1.25%) Google Cloud Platform
6 9 (0.86%) Cloud Computing
7 8 (0.77%) Amazon EMR
7 8 (0.77%) AWS Elastic Beanstalk
8 7 (0.67%) PaaS
8 7 (0.67%) Route 53
9 6 (0.57%) Virtual Private Cloud
10 5 (0.48%) AWS Lambda
10 5 (0.48%) Force.com
11 4 (0.38%) Amazon ElastiCache
11 4 (0.38%) Amazon Kinesis
11 4 (0.38%) Datadog
11 4 (0.38%) Google Analytics
12 3 (0.29%) Amazon ELB
12 3 (0.29%) Amazon Glacier
12 3 (0.29%) IaaS
Communications & Networking
1 11 (1.05%) HTTP
2 7 (0.67%) Internet
3 6 (0.57%) Intranet
4 5 (0.48%) Kerberos
5 4 (0.38%) AMQP
5 4 (0.38%) FTP
6 3 (0.29%) LDAP
6 3 (0.29%) Network Security
6 3 (0.29%) VoIP
6 3 (0.29%) Wireshark
7 2 (0.19%) LAN
7 2 (0.19%) PuTTY
7 2 (0.19%) WAN
8 1 (0.096%) Firewall
Database & Business Intelligence
1 448 (42.91%) Data Warehouse
2 322 (30.84%) SQL Server
3 267 (25.57%) SQL Server Integration Services
4 231 (22.13%) Big Data
5 191 (18.30%) Hadoop
6 154 (14.75%) SQL Server Reporting Services
7 127 (12.16%) SQL Server Analysis Services
8 101 (9.67%) Relational Database
9 93 (8.91%) Apache Hive
10 74 (7.09%) NoSQL
11 67 (6.42%) QlikView
12 65 (6.23%) BusinessObjects
13 63 (6.03%) SQL Server 2012
14 61 (5.84%) Oracle Database
15 57 (5.46%) DataStage
16 55 (5.27%) MongoDB
17 51 (4.89%) HBase
18 46 (4.41%) Power BI
19 39 (3.74%) Pentaho
20 36 (3.45%) SQL Server 2014
Development Applications
1 77 (7.38%) Talend Open Studio
2 47 (4.50%) Team Foundation Server
3 46 (4.41%) JIRA
4 32 (3.07%) Jenkins
5 27 (2.59%) ERwin
6 26 (2.49%) Git (software)
6 26 (2.49%) Visual Studio
7 20 (1.92%) JUnit
8 19 (1.82%) Subversion
9 16 (1.53%) Mockito
10 15 (1.44%) Maven
11 13 (1.25%) PowerDesigner
12 11 (1.05%) Selenium
13 9 (0.86%) HP UFT
14 7 (0.67%) Cucumber
14 7 (0.67%) Toad
15 5 (0.48%) FitNesse
15 5 (0.48%) IntelliJ
15 5 (0.48%) Oracle APEX
15 5 (0.48%) TeamCity
General
1 294 (28.16%) Finance
2 145 (13.89%) Banking
3 41 (3.93%) Retail
4 39 (3.74%) Marketing
5 33 (3.16%) Front Office
6 29 (2.78%) Investment Banking
7 22 (2.11%) Legal
8 16 (1.53%) Back Office
9 13 (1.25%) Advertising
9 13 (1.25%) Financial Institution
10 12 (1.15%) Telecoms
11 8 (0.77%) Pharmaceutical
11 8 (0.77%) Publishing
12 7 (0.67%) Billing
12 7 (0.67%) Law
13 5 (0.48%) Games
13 5 (0.48%) Manufacturing
13 5 (0.48%) Retail Banking
14 4 (0.38%) Electronics
14 4 (0.38%) German Language
Job Titles
1 479 (45.88%) Developer
2 178 (17.05%) Analyst
3 134 (12.84%) Architect
4 123 (11.78%) ETL Developer
5 117 (11.21%) SQL Developer
6 103 (9.87%) Business Intelligence Developer
7 78 (7.47%) Data Analyst
8 71 (6.80%) Data Architect
9 63 (6.03%) Consultant
9 63 (6.03%) Data Engineer
10 51 (4.89%) Data Warehouse Developer
10 51 (4.89%) ETL Analyst
10 51 (4.89%) SSIS Developer
11 48 (4.60%) Business Developer
12 43 (4.12%) Big Data Developer
13 42 (4.02%) Business Analyst
14 36 (3.45%) SQL Analyst
15 35 (3.35%) DBA
16 34 (3.26%) Solutions Architect
16 34 (3.26%) Test Analyst
Libraries, Frameworks & Software Standards
1 76 (7.28%) XML
2 74 (7.09%) Web Services
3 65 (6.23%) .NET
4 43 (4.12%) HTML
5 39 (3.74%) Kafka
6 36 (3.45%) REST
7 30 (2.87%) SOAP
8 28 (2.68%) MDX
9 24 (2.30%) CSS
10 21 (2.01%) Spring
11 19 (1.82%) RESTful
12 17 (1.63%) Spark Streaming
13 16 (1.53%) HTML5
13 16 (1.53%) Middleware
13 16 (1.53%) XML Schema
14 15 (1.44%) AngularJS
15 14 (1.34%) Hibernate
15 14 (1.34%) Lucene
16 13 (1.25%) J2EE
16 13 (1.25%) XML Messaging
Miscellaneous
1 113 (10.82%) Analytical Skills
2 46 (4.41%) Computer Science
3 44 (4.21%) Management Information System
4 32 (3.07%) Greenfield Project
5 31 (2.97%) Data Structures
6 25 (2.39%) Algorithms
7 24 (2.30%) Reference Data
8 22 (2.11%) Replication
9 21 (2.01%) Credit Risk
10 13 (1.25%) Enterprise Software
10 13 (1.25%) SWIFT
11 11 (1.05%) Linux Command Line
11 11 (1.05%) Market Risk
12 9 (0.86%) Fixed Income
12 9 (0.86%) NHS
12 9 (0.86%) Virtual Team
13 8 (0.77%) Equities
13 8 (0.77%) Fintech
13 8 (0.77%) Foreign Exchange (FX)
14 6 (0.57%) User Experience
Operating Systems
1 78 (7.47%) Linux
2 60 (5.75%) Unix
3 39 (3.74%) Windows
4 8 (0.77%) Red Hat Enterprise Linux
5 7 (0.67%) Windows Server
6 3 (0.29%) CentOS
7 2 (0.19%) SUSE
8 1 (0.096%) Android
8 1 (0.096%) Apple iOS
8 1 (0.096%) Ubuntu
Processes & Methodologies
1 360 (34.48%) Business Intelligence
2 283 (27.11%) Agile Software Development
3 277 (26.53%) Data Modelling
4 181 (17.34%) Analytics
5 176 (16.86%) Migration
6 132 (12.64%) Data Analysis
7 122 (11.69%) Data Migration
8 107 (10.25%) Performance Tuning
9 95 (9.10%) Data Integration
10 87 (8.33%) Data Management
11 81 (7.76%) Scrum
12 63 (6.03%) Visualisation
13 62 (5.94%) ETL Development
14 59 (5.65%) Data Architecture
15 56 (5.36%) SDLC
16 51 (4.89%) Data Cleansing
17 48 (4.60%) Data Mapping
18 47 (4.50%) DevOps
18 47 (4.50%) Dimensional Modelling
19 45 (4.31%) MapReduce
Programming Languages
1 585 (56.03%) SQL
2 175 (16.76%) Java
3 137 (13.12%) T-SQL
4 128 (12.26%) Python
5 85 (8.14%) C#
6 65 (6.23%) Scala
7 64 (6.13%) JavaScript
8 63 (6.03%) PL/SQL
9 49 (4.69%) R
10 29 (2.78%) Bash Shell
11 26 (2.49%) PowerShell
11 26 (2.49%) Shell Script
12 17 (1.63%) Perl
13 11 (1.05%) VBA
14 8 (0.77%) Ruby
15 7 (0.67%) MATLAB
16 6 (0.57%) Apex Code
16 6 (0.57%) C++
16 6 (0.57%) Groovy
17 5 (0.48%) Data Analysis Expressions (DAX)
Qualifications
1 81 (7.76%) Degree
2 32 (3.07%) Security Cleared
3 20 (1.92%) SC Cleared
4 7 (0.67%) DV Cleared
4 7 (0.67%) ISEB
4 7 (0.67%) ISTQB
4 7 (0.67%) Microsoft Certification
5 6 (0.57%) CCA
5 6 (0.57%) PMI Certification
5 6 (0.57%) PMP
6 3 (0.29%) CISA
6 3 (0.29%) CISM
6 3 (0.29%) CISSP
6 3 (0.29%) MCITP
6 3 (0.29%) MCTS
7 2 (0.19%) BC Cleared
7 2 (0.19%) BPSS Clearance
7 2 (0.19%) Oracle Certification
7 2 (0.19%) PhD
8 1 (0.096%) ISTQB Advanced Certification
Quality Assurance & Compliance
1 126 (12.07%) Data Quality
2 60 (5.75%) QA
3 14 (1.34%) ISO20022
4 7 (0.67%) Solvency II
5 6 (0.57%) PCI DSS
6 4 (0.38%) IFRS
7 3 (0.29%) FedRAMP
7 3 (0.29%) IFRS 9
7 3 (0.29%) MiFID
8 2 (0.19%) GDPR
9 1 (0.096%) Basel III
9 1 (0.096%) COREP
9 1 (0.096%) Disclosure Scotland
9 1 (0.096%) Dodd-Frank
9 1 (0.096%) EMIR
9 1 (0.096%) FINREP
9 1 (0.096%) HL7
9 1 (0.096%) SDET
9 1 (0.096%) SLA
System Software
1 30 (2.87%) HDFS
2 22 (2.11%) Apache Flume
3 19 (1.82%) Docker
4 4 (0.38%) Oracle RAC
5 3 (0.29%) Apache ZooKeeper
6 2 (0.19%) Virtual Servers
7 1 (0.096%) Cronacle
7 1 (0.096%) Virtual Machines
Systems Management
1 27 (2.59%) Hadoop YARN
2 23 (2.20%) Oozie
3 16 (1.53%) Opscode Chef
3 16 (1.53%) Puppet
4 11 (1.05%) Ansible
5 8 (0.77%) Kibana
5 8 (0.77%) logstash
6 6 (0.57%) Control-M
6 6 (0.57%) Data Guard
6 6 (0.57%) HP Quality Center
7 5 (0.48%) Ambari
7 5 (0.48%) Grafana
7 5 (0.48%) Mesos
7 5 (0.48%) MOM
7 5 (0.48%) rkt
8 4 (0.38%) CA Single Sign-On
8 4 (0.38%) OpenSSO
8 4 (0.38%) Oracle RMAN
8 4 (0.38%) Packer
8 4 (0.38%) Terraform
Vendors
1 225 (21.55%) Oracle
2 156 (14.94%) Microsoft
3 103 (9.87%) Informatica
4 82 (7.85%) Tableau
5 77 (7.38%) Talend
6 66 (6.32%) SAP
7 52 (4.98%) Teradata
8 40 (3.83%) IBM
9 31 (2.97%) Sybase
10 30 (2.87%) Netezza
11 29 (2.78%) Cognos
11 29 (2.78%) MicroStrategy
12 28 (2.68%) Ab Initio
13 27 (2.59%) Cloudera
14 20 (1.92%) Salesforce.com
15 19 (1.82%) Google
16 18 (1.72%) Vertica
17 14 (1.34%) Alteryx
18 13 (1.25%) Greenplum
18 13 (1.25%) Hortonworks
City, London
ReThink Recruitment
Rate: £350 - £400 per day
Posted: 2 hours ago
City, London
Ventula Consulting Ltd
Rate: From £350 to £400 per day
Posted: 16 hours ago
London
Spencer Rose
Rate: From £450 to £500 per annum 6 month initial
Posted: 19 hours ago
City, London
Lafosse Contractors
Rate: £550 - £600 per day
Posted: Yesterday
London
Venturi
Rate: £500 - £550 per day
Posted: 17 hours ago
London
Gravitas Recruitment Group
Rate: £500 per day
Posted: 3 hours ago
London
Proactive Appointments
Rate: £300 per day
Posted: 2 days ago
London
X4 Group
Rate: £500 - 650 per day
Posted: Yesterday
London
Interquest - Korus Group - Brighton
Posted: 2 days ago
London
Adlam Consulting Ltd
Rate: From £550 to £650 per day
Posted: 2 days ago
City, London
Lafosse Contractors
Rate: £600 - £700 per day
Posted: 3 days ago
London
Meadows Consulting Limited
Rate: Up to £250 per day to £250 a day
Posted: Yesterday
London
TEKsystems
Rate: £400 - £450 per day
Posted: 3 days ago
London
Apollo Solutions
Rate: £350 - £425 per day
Posted: 3 days ago
City, London
Lafosse Contractors
Rate: £400 - £450 per day
Posted: 6 days ago
West London
Experis Ltd
Rate: £480.00 - £530.00 per day
Posted: 3 days ago
London
TEKsystems
Rate: £600 - £800 per day
Posted: 4 days ago
City, London
Coded People
Rate: £500 - £550 per day
Posted: 3 days ago
City, London
Brightred Resourcing Limited
Rate: From £450 to £475 per day 6 month contract
Posted: 6 days ago
London
Spencer Rose
Rate: From £550 to £650 per annum
Posted: Yesterday