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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 26 29 45
Rank change year-on-year
+3 +16
Contract jobs citing ETL 8 9 8
As % of all contract IT jobs located in Bedfordshire 2.87% 3.05% 1.89%
As % of the Processes & Methodologies category 3.39% 3.72% 2.27%
Number of daily rates quoted 6 7 7
Median daily rate £469 £463 £325
Median daily rate % change year-on-year
+1.35% +42.30%
90% offered a daily rate of more than £393 £360 £250
10% offered a daily rate of more than £588 £520 £385
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 £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
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
236 242 353
As % of all contract IT jobs located in Bedfordshire 84.59% 82.03% 83.45%
Number of daily rates quoted 164 155 275
Median daily rate £450 £450 £430
Median daily rate % change year-on-year
- +4.65%
90% offered a daily rate of more than £275 £338 £275
10% offered a daily rate of more than £625 £588 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 4 31 11
Median hourly rate £14.00 £40.00 £17.50
Median hourly rate % change year-on-year
-65.00% +128.57%
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 8 December 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 8 December 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 +9 4 £500 +5.26% 2
Dunstable - 1 £550 -
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 8 December 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
1 11 (57.89%) SQL Server
1 11 (57.89%) SQL
2 10 (52.63%) Data Modelling
2 10 (52.63%) Business Intelligence
3 8 (42.11%) Data Warehouse
4 7 (36.84%) Migration
5 6 (31.58%) Finance
5 6 (31.58%) SQL Server Integration Services
5 6 (31.58%) OLAP
6 5 (26.32%) SQL Server Reporting Services
6 5 (26.32%) Teradata
6 5 (26.32%) Data Quality
7 4 (21.05%) Tableau
7 4 (21.05%) Data Mart
7 4 (21.05%) Data Migration
7 4 (21.05%) Oracle ODI
7 4 (21.05%) Logical Data Model
7 4 (21.05%) Physical Data Model
7 4 (21.05%) Enterprise Data Warehouse
7 4 (21.05%) Oracle OLAP
7 4 (21.05%) OLTP
7 4 (21.05%) Microsoft
7 4 (21.05%) XML
7 4 (21.05%) MS Excel
7 4 (21.05%) MS Access
8 3 (15.79%) Informatica
8 3 (15.79%) Data Cleansing
8 3 (15.79%) Data Integration
8 3 (15.79%) Oracle EBS R12

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
Applications
1 4 (21.05%) MS Excel
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 11 (57.89%) SQL Server
2 8 (42.11%) Data Warehouse
3 6 (31.58%) OLAP
3 6 (31.58%) SQL Server Integration Services
4 5 (26.32%) SQL Server Reporting Services
5 4 (21.05%) Data Mart
5 4 (21.05%) Enterprise Data Warehouse
5 4 (21.05%) MS Access
5 4 (21.05%) OLTP
5 4 (21.05%) Oracle ODI
5 4 (21.05%) Oracle OLAP
6 2 (10.53%) Big Data
6 2 (10.53%) Hadoop
6 2 (10.53%) SAP Data Services
6 2 (10.53%) SQL Server 2012
6 2 (10.53%) SQL Server 2014
6 2 (10.53%) SQL Server Analysis Services
7 1 (5.26%) Amazon Redshift
7 1 (5.26%) Oracle Database
7 1 (5.26%) Power BI
Development Applications
1 1 (5.26%) ERwin
1 1 (5.26%) Talend Open Studio
General
1 6 (31.58%) Finance
Job Titles
1 6 (31.58%) Architect
2 4 (21.05%) Data Architect
2 4 (21.05%) Project Manager
3 3 (15.79%) Analyst
3 3 (15.79%) Business Intelligence Manager
3 3 (15.79%) Business Intelligence Project Manager
3 3 (15.79%) Data Analyst
4 2 (10.53%) Consultant
4 2 (10.53%) Developer
4 2 (10.53%) Oracle Architect
4 2 (10.53%) Technical Manager
4 2 (10.53%) Technical Project Manager
5 1 (5.26%) DBA
5 1 (5.26%) Integration Architect
5 1 (5.26%) SAP Consultant
5 1 (5.26%) Senior Manager
5 1 (5.26%) Senior Project Manager
5 1 (5.26%) Solutions Architect
5 1 (5.26%) SQL Developer
5 1 (5.26%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 4 (21.05%) XML
2 1 (5.26%) Web Services
Miscellaneous
1 3 (15.79%) Data Integration
2 2 (10.53%) Analytical Skills
2 2 (10.53%) Data Structures
3 1 (5.26%) Algorithms
3 1 (5.26%) Data Extraction
3 1 (5.26%) Data Protection Act
3 1 (5.26%) Taxonomies
Processes & Methodologies
1 10 (52.63%) Business Intelligence
1 10 (52.63%) Data Modelling
2 7 (36.84%) Migration
3 4 (21.05%) Data Migration
3 4 (21.05%) Logical Data Model
3 4 (21.05%) Physical Data Model
4 3 (15.79%) Data Cleansing
5 2 (10.53%) Data Analysis
5 2 (10.53%) E-Commerce
5 2 (10.53%) Kimball Methodology
5 2 (10.53%) Performance Tuning
5 2 (10.53%) SDLC
5 2 (10.53%) Validation
6 1 (5.26%) Analytics
6 1 (5.26%) Data Protection
6 1 (5.26%) Data Transformation
6 1 (5.26%) ERP
6 1 (5.26%) People Management
6 1 (5.26%) Project Management
6 1 (5.26%) Software Delivery
Programming Languages
1 11 (57.89%) SQL
2 2 (10.53%) PL/SQL
2 2 (10.53%) T-SQL
Quality Assurance & Compliance
1 5 (26.32%) Data Quality
2 1 (5.26%) QA
Vendors
1 11 (57.89%) Oracle
2 5 (26.32%) Teradata
3 4 (21.05%) Microsoft
3 4 (21.05%) Tableau
4 3 (15.79%) Informatica
5 2 (10.53%) SAP
6 1 (5.26%) Cognos
6 1 (5.26%) Jaspersoft
6 1 (5.26%) MicroStrategy
6 1 (5.26%) Talend
6 1 (5.26%) Vertica