The table below looks at the statistics for ETL skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 25 February 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
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / East of England
Rank 89 47 74
Rank change year-on-year
-42 +27
Contract jobs citing ETL 34 81 55
As % of all contract IT jobs located in the East of England 1.65% 3.43% 2.16%
As % of the Processes & Methodologies category 2.02% 4.30% 2.78%
Number of daily rates quoted 21 58 35
Median daily rate £400 £400 £425
Median daily rate % change year-on-year
- -5.88%
90% offered a daily rate of more than £275 £250 £280
10% offered a daily rate of more than £582 £500 £500
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 3 0
Median hourly rate - £56.00 -
UK excluding London median hourly rate £39.00 £56.00 £40.00
% change year-on-year
-30.35% +40.00%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the East of England region.

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
1684 1884 1981
As % of all contract IT jobs located in the East of England 81.79% 79.83% 77.81%
Number of daily rates quoted 1004 1145 1189
Median daily rate £425 £425 £413
Median daily rate % change year-on-year
- +3.03%
90% offered a daily rate of more than £275 £278 £250
10% offered a daily rate of more than £565 £588 £588
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 93 156 148
Median hourly rate £41.00 £38.00 £24.50
Median hourly rate % change year-on-year
+7.89% +55.10%
90% offered a hourly rate of more than £19.90 £15.00 £12.00
10% offered a hourly rate of more than £52.00 £56.00 £42.50
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

ETL
Jobs Demand Trend in the East of England

The demand trend of contract jobs across the East of England region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the East of England

ETL
Daily Rate Trend in the East of England

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

ETL Daily Rate Trend in the East of England

ETL
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the East of England region over the 3 months to 25 February 2017.

ETL Daily Rate Histogram in the East of England

ETL
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 across the East of England region.

ETL Hourly Rate Trend 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 25 February 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 -10 15 £450 +24.13% 10
Cambridgeshire -4 7 £475 +63.79% 1
Hertfordshire -18 7 £625 +47.05% 8
Norfolk +5 3 £310 -31.11% 1
Bedfordshire -3 3 £310 -17.33%
Suffolk -12 1 £350 -22.22%
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 25 February 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 48 (55.81%) SQL
2 44 (51.16%) Data Warehouse
3 42 (48.84%) Business Intelligence
4 40 (46.51%) Oracle
5 27 (31.40%) SQL Server
6 22 (25.58%) Oracle Database
7 21 (24.42%) Performance Tuning
7 21 (24.42%) Finance
8 18 (20.93%) BusinessObjects
8 18 (20.93%) Data Modelling
9 17 (19.77%) Microsoft
9 17 (19.77%) SQL Server Integration Services
10 16 (18.60%) Data Analysis
11 15 (17.44%) SQL Server Reporting Services
12 14 (16.28%) Talend Open Studio
12 14 (16.28%) Talend
12 14 (16.28%) Migration
13 13 (15.12%) MS Excel
13 13 (15.12%) OO
13 13 (15.12%) Big Data
13 13 (15.12%) SAP Data Services
13 13 (15.12%) Relational Database
14 12 (13.95%) Data Migration
14 12 (13.95%) SAP
15 11 (12.79%) Agile Software Development
15 11 (12.79%) Informatica
15 11 (12.79%) Data Integration
15 11 (12.79%) QlikView
15 11 (12.79%) Process Improvement
15 11 (12.79%) Data Quality

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 5 (5.81%) Apache Spark
1 5 (5.81%) SAS
2 4 (4.65%) Apache
3 3 (3.49%) WebLogic
4 2 (2.33%) Oracle SOA Suite
5 1 (1.16%) Elasticsearch
Applications
1 13 (15.12%) MS Excel
2 2 (2.33%) 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 44 (51.16%) Data Warehouse
2 27 (31.40%) SQL Server
3 22 (25.58%) Oracle Database
4 18 (20.93%) BusinessObjects
5 17 (19.77%) SQL Server Integration Services
6 15 (17.44%) SQL Server Reporting Services
7 13 (15.12%) Big Data
7 13 (15.12%) Relational Database
7 13 (15.12%) SAP Data Services
8 11 (12.79%) QlikView
9 10 (11.63%) Data Mart
9 10 (11.63%) Oracle Reports
10 9 (10.47%) BusinessObjects Web Intelligence
10 9 (10.47%) Crystal Reports
10 9 (10.47%) Oracle Database 10g
10 9 (10.47%) Oracle9i Database
10 9 (10.47%) SQL Server Analysis Services
11 7 (8.14%) Pentaho
11 7 (8.14%) PowerCenter
12 6 (6.98%) OLAP
Development Applications
1 14 (16.28%) Talend Open Studio
2 6 (6.98%) JIRA
3 3 (3.49%) CA Gen
3 3 (3.49%) ERwin
3 3 (3.49%) PowerDesigner
4 1 (1.16%) Rational Rose
General
1 21 (24.42%) Finance
2 6 (6.98%) Pharmaceutical
3 4 (4.65%) Advertising
4 3 (3.49%) Retail
5 2 (2.33%) Banking
5 2 (2.33%) Telecoms
6 1 (1.16%) General Ledger
6 1 (1.16%) Manufacturing
Job Titles
1 36 (41.86%) Developer
2 13 (15.12%) Architect
2 13 (15.12%) ETL Developer
3 12 (13.95%) Analyst
4 11 (12.79%) Consultant
5 10 (11.63%) Oracle Developer
6 8 (9.30%) Oracle ETL Developer
7 7 (8.14%) Business Intelligence Analyst
7 7 (8.14%) Pentaho Developer
8 6 (6.98%) SAP BusinessObjects (BO) Developer
8 6 (6.98%) SSIS Developer
8 6 (6.98%) Talend Developer
9 5 (5.81%) ETL Tester
9 5 (5.81%) SQL Developer
9 5 (5.81%) Tester
10 4 (4.65%) Business Intelligence Developer
10 4 (4.65%) Data Architect
10 4 (4.65%) Senior Developer
10 4 (4.65%) Technical Architect
11 3 (3.49%) ETL Consultant
Libraries, Frameworks & Software Standards
1 8 (9.30%) XML
2 6 (6.98%) J2EE
3 5 (5.81%) Kafka
4 4 (4.65%) JSON
4 4 (4.65%) MDX
4 4 (4.65%) Middleware
4 4 (4.65%) Web Services
5 3 (3.49%) XML Schema
6 2 (2.33%) .NET
6 2 (2.33%) XSD
7 1 (1.16%) Spark Streaming
Miscellaneous
1 3 (3.49%) NHS
1 3 (3.49%) N-Tier
1 3 (3.49%) User Experience
2 2 (2.33%) Analytical Skills
2 2 (2.33%) Data Structures
2 2 (2.33%) Management Information System
3 1 (1.16%) Algorithms
3 1 (1.16%) Computer Science
Operating Systems
1 4 (4.65%) Linux
2 3 (3.49%) Unix
Processes & Methodologies
1 42 (48.84%) Business Intelligence
2 21 (24.42%) Performance Tuning
3 18 (20.93%) Data Modelling
4 16 (18.60%) Data Analysis
5 14 (16.28%) Migration
6 13 (15.12%) OO
7 12 (13.95%) Data Migration
8 11 (12.79%) Agile Software Development
8 11 (12.79%) Data Integration
8 11 (12.79%) Process Improvement
9 10 (11.63%) Open Source
10 9 (10.47%) Analytics
10 9 (10.47%) Data Transformation
10 9 (10.47%) ETL Development
10 9 (10.47%) RUP
10 9 (10.47%) User Acceptance Testing
10 9 (10.47%) Waterfall
11 8 (9.30%) Data Extraction
12 7 (8.14%) Physical Data Model
13 6 (6.98%) Logical Data Model
Programming Languages
1 48 (55.81%) SQL
2 8 (9.30%) Java
3 6 (6.98%) T-SQL
4 5 (5.81%) PL/SQL
5 3 (3.49%) Perl
5 3 (3.49%) Shell Script
6 2 (2.33%) C#
6 2 (2.33%) VB.NET
6 2 (2.33%) VBScript
7 1 (1.16%) Scala
Qualifications
1 4 (4.65%) Security Cleared
2 2 (2.33%) SC Cleared
3 1 (1.16%) BC Cleared
3 1 (1.16%) Degree
3 1 (1.16%) PMI Certification
3 1 (1.16%) PMP
Quality Assurance & Compliance
1 11 (12.79%) Data Quality
2 1 (1.16%) MiFID
2 1 (1.16%) PMO
2 1 (1.16%) QA
System Software
1 2 (2.33%) HDFS
2 1 (1.16%) Apache Flume
Systems Management
1 4 (4.65%) HP Quality Center
2 1 (1.16%) Hadoop YARN
2 1 (1.16%) Kibana
Vendors
1 40 (46.51%) Oracle
2 17 (19.77%) Microsoft
3 14 (16.28%) Talend
4 12 (13.95%) SAP
5 11 (12.79%) Informatica
6 4 (4.65%) Cloudera
6 4 (4.65%) Embarcadero
6 4 (4.65%) HP
6 4 (4.65%) Tableau
6 4 (4.65%) Teradata
7 3 (3.49%) BEA
7 3 (3.49%) Pega
7 3 (3.49%) Salesforce.com
7 3 (3.49%) webMethods
8 2 (2.33%) Cognos
8 2 (2.33%) IBM
8 2 (2.33%) MicroStrategy
9 1 (1.16%) Jaspersoft
9 1 (1.16%) JD Edwards
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Rate: Competetive
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