The following table provides summary statistics for contract job vacancies advertised in the East of England 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 22 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
22 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / East of England
Rank 87 46 66
Rank change year-on-year -41 +20  
Contract jobs citing ETL 41 82 63
As % of all contract IT jobs advertised in the East of England 1.91% 3.36% 2.45%
As % of the Processes & Methodologies category 2.32% 4.15% 3.11%
Number of daily rates quoted 22 58 39
Median daily rate £419 £375 £425
Median daily rate % change year-on-year +11.66% -11.76%  
90% offered a daily rate of more than £240 £271 £316
10% offered a daily rate of more than £555 £501 £515
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 2 0
Median hourly rate - £59.50 -
UK excluding London median hourly rate £37.50 £59.50 £40.00
% change year-on-year -36.97% +48.75%  

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 the East of England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1766 1974 2026
As % of all contract IT job vacancies advertised in the East of England 82.45% 80.90% 78.65%
Number of daily rates quoted 1078 1178 1183
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £275 £300 £250
10% offered a daily rate of more than £563 £550 £575
UK excluding London median daily rate £409 £400 £398
% change year-on-year +2.25% +0.62%  
Number of hourly rates quoted 104 136 156
Median hourly rate £37.50 £37.50 £24.50
Median hourly rate % change year-on-year - +53.06%  
90% offered a hourly rate of more than £16.80 £15.00 £12.00
10% offered a hourly rate of more than £51.70 £56.00 £42.50
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 the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

ETL
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for ETL in the East of England

ETL
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing ETL in the East of England over the 3 months to 22 March 2017.

Contractor daily rate histogram for ETL in the East of England

ETL
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for ETL in the East of England

ETL
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East of England region over the 3 months to 22 March 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
Essex -5 23 £450 +28.57% 1
Hertfordshire -19 10 £464 +15.93% 6
Cambridgeshire -13 4 £450 +28.57% 3
Norfolk +3 3 £310 -31.11% 3
Bedfordshire +1 3 £310 -17.33%
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 22 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 East of England region with a requirement for ETL.

1 49 (56.98%) SQL
2 45 (52.33%) Business Intelligence
3 39 (45.35%) Data Warehouse
4 34 (39.53%) Oracle
5 32 (37.21%) SQL Server
6 28 (32.56%) Finance
7 24 (27.91%) SQL Server Reporting Services
7 24 (27.91%) SQL Server Integration Services
8 22 (25.58%) Microsoft
9 18 (20.93%) Data Modelling
9 18 (20.93%) Performance Tuning
10 17 (19.77%) QlikView
11 16 (18.60%) Data Integration
11 16 (18.60%) Oracle Database
12 15 (17.44%) T-SQL
12 15 (17.44%) MS Excel
12 15 (17.44%) Data Analysis
12 15 (17.44%) Migration
13 14 (16.28%) BusinessObjects
13 14 (16.28%) Talend
13 14 (16.28%) Talend Open Studio
14 13 (15.12%) SQL Server Analysis Services
14 13 (15.12%) Data Migration
15 12 (13.95%) Big Data
16 11 (12.79%) SQL Server 2008
16 11 (12.79%) OO
16 11 (12.79%) OLAP
17 10 (11.63%) Agile Software Development
17 10 (11.63%) Relational Database
18 9 (10.47%) Analytics

ETL
Top Related IT Skills in the East of England 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 6 (6.98%) SAS
2 4 (4.65%) Apache Spark
3 3 (3.49%) Apache
3 3 (3.49%) Oracle SOA Suite
3 3 (3.49%) WebLogic
4 1 (1.16%) Elasticsearch
Applications
1 15 (17.44%) MS Excel
2 3 (3.49%) MS Visio
3 1 (1.16%) MS Office
Business Applications
1 4 (4.65%) SAP BPC
2 3 (3.49%) Oracle Retail
3 2 (2.33%) Oracle EBS R12
3 2 (2.33%) SAP MDG
3 2 (2.33%) SAP MDM
4 1 (1.16%) Dynamics AX
4 1 (1.16%) JDE EnterpriseOne
4 1 (1.16%) Oracle Applications
4 1 (1.16%) Oracle Assets
4 1 (1.16%) Oracle Cash Management
4 1 (1.16%) Oracle General Ledger
4 1 (1.16%) Oracle Payables
4 1 (1.16%) Oracle Receivables
4 1 (1.16%) SAP ERP
4 1 (1.16%) SAP FI-GL
Cloud Services
1 7 (8.14%) Cloud Computing
2 5 (5.81%) Amazon AWS
Communications & Networking
1 1 (1.16%) Internet
Database & Business Intelligence
1 39 (45.35%) Data Warehouse
2 32 (37.21%) SQL Server
3 24 (27.91%) SQL Server Integration Services
3 24 (27.91%) SQL Server Reporting Services
4 17 (19.77%) QlikView
5 16 (18.60%) Oracle Database
6 14 (16.28%) BusinessObjects
7 13 (15.12%) SQL Server Analysis Services
8 12 (13.95%) Big Data
9 11 (12.79%) OLAP
9 11 (12.79%) SQL Server 2008
10 10 (11.63%) Relational Database
11 9 (10.47%) OLTP
11 9 (10.47%) Oracle Reports
12 8 (9.30%) BusinessObjects Web Intelligence
12 8 (9.30%) Crystal Reports
12 8 (9.30%) Oracle Database 10g
12 8 (9.30%) Oracle9i Database
12 8 (9.30%) SAP Data Services
13 7 (8.14%) Pentaho
Development Applications
1 14 (16.28%) Talend Open Studio
2 6 (6.98%) JIRA
3 3 (3.49%) CA Gen
3 3 (3.49%) PowerDesigner
4 2 (2.33%) Rational Rose
5 1 (1.16%) Team Foundation Server
General
1 28 (32.56%) Finance
2 7 (8.14%) Retail
3 4 (4.65%) Advertising
3 4 (4.65%) Banking
4 3 (3.49%) Pharmaceutical
4 3 (3.49%) Telecoms
5 1 (1.16%) General Ledger
5 1 (1.16%) Manufacturing
Job Titles
1 41 (47.67%) Developer
2 20 (23.26%) ETL Developer
3 14 (16.28%) Architect
4 13 (15.12%) Analyst
5 10 (11.63%) Consultant
6 8 (9.30%) SQL Developer
6 8 (9.30%) SSIS Developer
7 7 (8.14%) Business Intelligence Analyst
7 7 (8.14%) Oracle Developer
7 7 (8.14%) Pentaho Developer
8 6 (6.98%) Oracle ETL Developer
8 6 (6.98%) Talend Developer
9 5 (5.81%) Business Intelligence Developer
9 5 (5.81%) SAP BusinessObjects (BO) Developer
10 4 (4.65%) Data Architect
10 4 (4.65%) Senior Developer
10 4 (4.65%) Technical Architect
11 3 (3.49%) Business Intelligence Consultant
11 3 (3.49%) Test Analyst
11 3 (3.49%) Tester
Libraries, Frameworks & Software Standards
1 8 (9.30%) XML
2 6 (6.98%) .NET
2 6 (6.98%) J2EE
3 4 (4.65%) Kafka
3 4 (4.65%) MDX
3 4 (4.65%) Middleware
4 3 (3.49%) JSON
4 3 (3.49%) XML Schema
5 2 (2.33%) XSD
6 1 (1.16%) Oracle Fusion
6 1 (1.16%) Spark Streaming
6 1 (1.16%) Web Services
Miscellaneous
1 7 (8.14%) Analytical Skills
2 3 (3.49%) NHS
2 3 (3.49%) N-Tier
2 3 (3.49%) User Experience
3 2 (2.33%) Data Structures
3 2 (2.33%) Management Information System
4 1 (1.16%) Algorithms
4 1 (1.16%) Computer Science
4 1 (1.16%) Life Science
Operating Systems
1 3 (3.49%) Linux
1 3 (3.49%) Unix
Processes & Methodologies
1 45 (52.33%) Business Intelligence
2 18 (20.93%) Data Modelling
2 18 (20.93%) Performance Tuning
3 16 (18.60%) Data Integration
4 15 (17.44%) Data Analysis
4 15 (17.44%) Migration
5 13 (15.12%) Data Migration
6 11 (12.79%) OO
7 10 (11.63%) Agile Software Development
8 9 (10.47%) Analytics
8 9 (10.47%) Data Transformation
8 9 (10.47%) Open Source
9 8 (9.30%) ETL Development
9 8 (9.30%) Process Improvement
9 8 (9.30%) RUP
9 8 (9.30%) User Acceptance Testing
9 8 (9.30%) Waterfall
10 7 (8.14%) Physical Data Model
11 6 (6.98%) ITIL
11 6 (6.98%) Logical Data Model
Programming Languages
1 49 (56.98%) SQL
2 15 (17.44%) T-SQL
3 8 (9.30%) C#
4 7 (8.14%) Java
4 7 (8.14%) VBScript
5 5 (5.81%) VB.NET
6 4 (4.65%) PL/SQL
7 3 (3.49%) Perl
7 3 (3.49%) Shell Script
7 3 (3.49%) VB
8 1 (1.16%) Scala
Qualifications
1 6 (6.98%) Degree
2 4 (4.65%) Security Cleared
3 3 (3.49%) Microsoft Certification
4 2 (2.33%) SC Cleared
5 1 (1.16%) BC Cleared
5 1 (1.16%) PMI Certification
5 1 (1.16%) PMP
Quality Assurance & Compliance
1 9 (10.47%) Data Quality
2 3 (3.49%) IFRS
2 3 (3.49%) IFRS 9
3 2 (2.33%) QA
4 1 (1.16%) MiFID
4 1 (1.16%) PMO
System Software
1 2 (2.33%) HDFS
2 1 (1.16%) Apache Flume
Systems Management
1 1 (1.16%) Hadoop YARN
1 1 (1.16%) HP Quality Center
1 1 (1.16%) Kibana
Vendors
1 34 (39.53%) Oracle
2 22 (25.58%) Microsoft
3 14 (16.28%) Talend
4 9 (10.47%) SAP
5 5 (5.81%) Informatica
5 5 (5.81%) Tableau
6 4 (4.65%) Embarcadero
6 4 (4.65%) Teradata
7 3 (3.49%) BEA
7 3 (3.49%) Cloudera
7 3 (3.49%) IBM
7 3 (3.49%) Pega
7 3 (3.49%) webMethods
8 2 (2.33%) Cognos
8 2 (2.33%) MicroStrategy
9 1 (1.16%) HP
9 1 (1.16%) Jaspersoft
9 1 (1.16%) JD Edwards
9 1 (1.16%) Splunk
9 1 (1.16%) TIBCO