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 20 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
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Bedfordshire
Rank 27 32 35
Rank change year-on-year
+5 +3
Contract jobs citing ETL 7 8 9
As % of all contract IT jobs located in Bedfordshire 2.45% 2.48% 2.33%
As % of the Processes & Methodologies category 2.78% 2.77% 2.77%
Number of daily rates quoted 6 7 6
Median daily rate £393 £375 £463
Median daily rate % change year-on-year
+4.66% -18.91%
90% offered a daily rate of more than £293 £225 £295
10% offered a daily rate of more than £525 £490 £594
UK excluding London median daily rate £403 £400 £395
% change year-on-year
+0.62% +1.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.50
% change year-on-year
-28.57% +53.42%

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
252 289 325
As % of all contract IT jobs located in Bedfordshire 88.11% 89.47% 83.98%
Number of daily rates quoted 185 202 264
Median daily rate £450 £450 £475
Median daily rate % change year-on-year
- -5.26%
90% offered a daily rate of more than £300 £300 £300
10% offered a daily rate of more than £575 £609 £600
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 4 25 7
Median hourly rate £14.00 £47.50 £22.50
Median hourly rate % change year-on-year
-70.52% +111.11%
90% offered a hourly rate of more than £12.00 £21.00 £17.50
10% offered a hourly rate of more than £47.50 £50.68 £24.00
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 2017.

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 20 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
Luton +9 2 £375 +66.66% 1
Bedford -3 2 £293 -
Dunstable - 1 £550 -
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 20 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 Bedfordshire region with a requirement for ETL.

1 9 (81.82%) SQL
2 8 (72.73%) Business Intelligence
3 6 (54.55%) Oracle
4 5 (45.45%) SQL Server
4 5 (45.45%) OLAP
4 5 (45.45%) Data Warehouse
4 5 (45.45%) Data Modelling
4 5 (45.45%) Data Quality
5 4 (36.36%) Oracle ODI
5 4 (36.36%) Data Mart
5 4 (36.36%) SQL Server Integration Services
5 4 (36.36%) Oracle OLAP
5 4 (36.36%) Teradata
5 4 (36.36%) MS Excel
5 4 (36.36%) MS Access
5 4 (36.36%) OLTP
5 4 (36.36%) XML
6 3 (27.27%) Microsoft
6 3 (27.27%) Finance
6 3 (27.27%) Data Integration
6 3 (27.27%) SQL Server Reporting Services
6 3 (27.27%) Logical Data Model
6 3 (27.27%) Physical Data Model
7 2 (18.18%) Data Structures
7 2 (18.18%) Scorecard
7 2 (18.18%) Data Analysis
7 2 (18.18%) User Experience
7 2 (18.18%) Data Cleansing
7 2 (18.18%) Data Validation
7 2 (18.18%) QlikView

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:

Applications
1 4 (36.36%) MS Excel
Database & Business Intelligence
1 5 (45.45%) Data Warehouse
1 5 (45.45%) OLAP
1 5 (45.45%) SQL Server
2 4 (36.36%) Data Mart
2 4 (36.36%) MS Access
2 4 (36.36%) OLTP
2 4 (36.36%) Oracle ODI
2 4 (36.36%) Oracle OLAP
2 4 (36.36%) SQL Server Integration Services
3 3 (27.27%) SQL Server Reporting Services
4 2 (18.18%) QlikView
5 1 (9.09%) Enterprise Data Warehouse
5 1 (9.09%) Hadoop
5 1 (9.09%) Oracle Database
5 1 (9.09%) SAP Data Services
5 1 (9.09%) SQL Server 2008
5 1 (9.09%) SQL Server 2012
5 1 (9.09%) SQL Server 2014
Development Applications
1 1 (9.09%) Talend Open Studio
General
1 3 (27.27%) Finance
Job Titles
1 5 (45.45%) Architect
2 4 (36.36%) Data Architect
3 3 (27.27%) Consultant
4 2 (18.18%) Oracle Architect
5 1 (9.09%) Business Intelligence Consultant
5 1 (9.09%) Business Intelligence Manager
5 1 (9.09%) Business Intelligence Project Manager
5 1 (9.09%) Data Consultant
5 1 (9.09%) Data Integration Architect
5 1 (9.09%) DBA
5 1 (9.09%) ETL Architect
5 1 (9.09%) Integration Architect
5 1 (9.09%) Oracle Consultant
5 1 (9.09%) QlikView Consultant
5 1 (9.09%) QlikView Developer
5 1 (9.09%) SAP Consultant
5 1 (9.09%) SAP Data Consultant
5 1 (9.09%) SQL DBA
5 1 (9.09%) SQL Server DBA
5 1 (9.09%) Teradata Architect
Libraries, Frameworks & Software Standards
1 4 (36.36%) XML
Miscellaneous
1 2 (18.18%) Data Structures
1 2 (18.18%) User Experience
2 1 (9.09%) Algorithms
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Management Information System
Processes & Methodologies
1 8 (72.73%) Business Intelligence
2 5 (45.45%) Data Modelling
3 3 (27.27%) Data Integration
3 3 (27.27%) Logical Data Model
3 3 (27.27%) Physical Data Model
4 2 (18.18%) Data Analysis
4 2 (18.18%) Data Cleansing
4 2 (18.18%) Data Validation
4 2 (18.18%) Migration
4 2 (18.18%) Scorecard
4 2 (18.18%) Validation
5 1 (9.09%) Data Mapping
5 1 (9.09%) Data Migration
5 1 (9.09%) Integration Testing
5 1 (9.09%) Mathematics
5 1 (9.09%) Predictive Modelling
5 1 (9.09%) PRINCE2
5 1 (9.09%) Project Management
5 1 (9.09%) SDLC
5 1 (9.09%) User Acceptance Testing
Programming Languages
1 9 (81.82%) SQL
2 1 (9.09%) PL/SQL
2 1 (9.09%) T-SQL
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
Vendors
1 6 (54.55%) Oracle
2 4 (36.36%) Teradata
3 3 (27.27%) Microsoft
4 1 (9.09%) SAP
4 1 (9.09%) Tableau
4 1 (9.09%) Talend