The table below looks at the statistics for ETL skills in IT contracts advertised for the Bedfordshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 24 August 2016 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
24 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 28 28 49
Rank change year-on-year
0 +21
Contract jobs citing ETL 13 15 3
As % of all contract IT jobs located in Bedfordshire 3.63% 3.89% 0.60%
As % of the Processes & Methodologies category 4.47% 4.72% 0.68%
Number of daily rates quoted 10 7 2
Median daily rate £400 £395 £338
Median daily rate % change year-on-year
+1.26% +17.03%
90% offered a daily rate of more than £350 £326 £328
10% offered a daily rate of more than £575 £585 £348
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £29.75 £67.00
% change year-on-year
+47.89% -55.59%
ETL
East of England

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

Processes & Methodologies Category
Bedfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
291 318 441
As % of all contract IT jobs located in Bedfordshire 81.28% 82.38% 87.67%
Number of daily rates quoted 185 214 302
Median daily rate £450 £403 £425
Median daily rate % change year-on-year
+11.66% -5.18%
90% offered a daily rate of more than £280 £300 £280
10% offered a daily rate of more than £575 £550 £530
UK excluding London median daily rate £400 £395 £375
% change year-on-year
+1.26% +5.33%
Number of hourly rates quoted 3 11 9
Median hourly rate £50.78 £45.43 £26.00
Median hourly rate % change year-on-year
+11.77% +74.73%
UK excluding London median hourly rate £30.50 £32.50 £25.75
% change year-on-year
-6.15% +26.21%

ETL
Jobs Demand Trend in Bedfordshire

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

ETL Jobs Demand Trend in Bedfordshire

ETL
Daily Rate Trend in Bedfordshire

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

ETL Daily Rate Trend in Bedfordshire

ETL
Daily Rate Histogram in Bedfordshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Bedfordshire region over the 3 months to 24 August 2016.

ETL Daily Rate Histogram in Bedfordshire

ETL
Hourly Rate Trend in Bedfordshire

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

ETL Hourly Rate Trend in Bedfordshire

ETL
Contract Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Bedfordshire region over the 3 months to 24 August 2016. 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
(Click see detailed
statistics and trends)
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
Luton -6 3 £575 +9.52% 1
Bedford 0 2 £425 +25.00%
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 24 August 2016, 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 Bedfordshire region with a requirement for ETL.

1 11 (57.89%) Oracle
2 8 (42.11%) SQL Server
2 8 (42.11%) Business Intelligence
3 7 (36.84%) Data Modelling
3 7 (36.84%) Finance
3 7 (36.84%) Migration
4 6 (31.58%) SQL
5 5 (26.32%) Data Warehouse
5 5 (26.32%) Microsoft
5 5 (26.32%) SQL Server Reporting Services
5 5 (26.32%) SQL Server Integration Services
6 4 (21.05%) Data Migration
6 4 (21.05%) Tableau
6 4 (21.05%) Enterprise Data Warehouse
7 3 (15.79%) Analytical Skills
7 3 (15.79%) Kimball Methodology
7 3 (15.79%) Oracle ODI
7 3 (15.79%) Performance Tuning
7 3 (15.79%) SAP Data Services
7 3 (15.79%) Oracle EBS R12
7 3 (15.79%) Sunopsis
7 3 (15.79%) Informatica
7 3 (15.79%) E-Commerce
7 3 (15.79%) SAP
7 3 (15.79%) AIX
7 3 (15.79%) COBOL
7 3 (15.79%) Java
7 3 (15.79%) PL/SQL
7 3 (15.79%) DB2
7 3 (15.79%) Data Analysis

ETL
Top Related IT Skills in Bedfordshire 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 1 (5.26%) SharePoint
1 1 (5.26%) SharePoint 2010
Business Applications
1 3 (15.79%) Oracle EBS R12
2 2 (10.53%) Oracle EBS
3 1 (5.26%) Cognos TM1
3 1 (5.26%) Oracle Applications
Cloud Services
1 2 (10.53%) Amazon AWS
2 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) FTP
Database & Business Intelligence
1 8 (42.11%) SQL Server
2 5 (26.32%) Data Warehouse
2 5 (26.32%) SQL Server Integration Services
2 5 (26.32%) SQL Server Reporting Services
3 4 (21.05%) Enterprise Data Warehouse
4 3 (15.79%) DB2
4 3 (15.79%) Oracle ODI
4 3 (15.79%) SAP Data Services
5 2 (10.53%) Big Data
5 2 (10.53%) OLAP
5 2 (10.53%) SQL Server 2012
5 2 (10.53%) SQL Server 2014
5 2 (10.53%) SQL Server Analysis Services
6 1 (5.26%) Amazon Redshift
6 1 (5.26%) Hadoop
6 1 (5.26%) Power BI
6 1 (5.26%) RDBMS
6 1 (5.26%) Relational Database
6 1 (5.26%) SQL Server 2008
6 1 (5.26%) Star Schema
Development Applications
1 1 (5.26%) ERwin
General
1 7 (36.84%) Finance
2 1 (5.26%) Legal
Job Titles
1 4 (21.05%) Project Manager
2 3 (15.79%) Analyst
2 3 (15.79%) Business Intelligence Manager
2 3 (15.79%) Business Intelligence Project Manager
2 3 (15.79%) Data Analyst
2 3 (15.79%) Developer
3 2 (10.53%) Architect
3 2 (10.53%) Consultant
3 2 (10.53%) Data Consultant
3 2 (10.53%) Oracle Consultant
3 2 (10.53%) SAP Consultant
3 2 (10.53%) SAP Data Consultant
3 2 (10.53%) Senior Manager
3 2 (10.53%) Senior Project Manager
3 2 (10.53%) Technical Manager
3 2 (10.53%) Technical Project Manager
4 1 (5.26%) Data Architect
4 1 (5.26%) DBA
4 1 (5.26%) Development Manager
4 1 (5.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (5.26%) .NET
1 1 (5.26%) Web Services
Miscellaneous
1 3 (15.79%) Analytical Skills
2 1 (5.26%) Data Extraction
2 1 (5.26%) Data Protection Act
2 1 (5.26%) Enterprise Software
2 1 (5.26%) Taxonomies
Operating Systems
1 3 (15.79%) AIX
Processes & Methodologies
1 8 (42.11%) Business Intelligence
2 7 (36.84%) Data Modelling
2 7 (36.84%) Migration
3 4 (21.05%) Data Migration
4 3 (15.79%) Data Analysis
4 3 (15.79%) E-Commerce
4 3 (15.79%) Kimball Methodology
4 3 (15.79%) Performance Tuning
5 2 (10.53%) Data Cleansing
5 2 (10.53%) Enterprise Architecture
5 2 (10.53%) Logical Data Model
5 2 (10.53%) SDLC
5 2 (10.53%) Software Delivery
5 2 (10.53%) Software Engineering
5 2 (10.53%) Validation
6 1 (5.26%) Data Protection
6 1 (5.26%) Matrix Management
6 1 (5.26%) Physical Data Model
6 1 (5.26%) Test Scripting
6 1 (5.26%) Translating Business Requirements
Programming Languages
1 6 (31.58%) SQL
2 3 (15.79%) COBOL
2 3 (15.79%) Java
2 3 (15.79%) PL/SQL
3 2 (10.53%) T-SQL
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
2 1 (5.26%) QA
Vendors
1 11 (57.89%) Oracle
2 5 (26.32%) Microsoft
3 4 (21.05%) Tableau
4 3 (15.79%) Informatica
4 3 (15.79%) SAP
4 3 (15.79%) Sunopsis
5 1 (5.26%) Cognos
5 1 (5.26%) hybris
5 1 (5.26%) Jaspersoft
5 1 (5.26%) MicroStrategy
5 1 (5.26%) Teradata
5 1 (5.26%) TIBCO
5 1 (5.26%) Vertica