The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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)
East of England / Bedfordshire
Rank 32 33 35
Rank change year-on-year +1 +2  
Contract jobs citing ETL 3 4 10
As % of all contract IT jobs advertised in Bedfordshire 1.12% 1.31% 2.45%
As % of the Processes & Methodologies category 1.25% 1.48% 2.91%
Number of daily rates quoted 3 4 8
Median daily rate £310 £375 £538
Median daily rate % change year-on-year -17.33% -30.23%  
90% offered a daily rate of more than £282 £375 £305
10% offered a daily rate of more than £492 £375 £633
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Bedfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bedfordshire
Contract job vacancies with a requirement for process and methodology skills 240 270 344
As % of all contract IT job vacancies advertised in Bedfordshire 89.89% 88.24% 84.31%
Number of daily rates quoted 171 183 265
Median daily rate £450 £450 £475
Median daily rate % change year-on-year - -5.26%  
90% offered a daily rate of more than £300 £325 £320
10% offered a daily rate of more than £550 £600 £625
UK excluding London median daily rate £409 £400 £398
% change year-on-year +2.25% +0.62%  
Number of hourly rates quoted 4 16 12
Median hourly rate £16.00 £47.50 £40.00
Median hourly rate % change year-on-year -66.31% +18.75%  
90% offered a hourly rate of more than £14.00 £15.00 £13.75
10% offered a hourly rate of more than £47.50 £50.68 £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 Bedfordshire

The job posting trend of jobs advertised in Bedfordshire 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 Bedfordshire

ETL
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for ETL in Bedfordshire

ETL
Contractor Daily Rate Histogram in Bedfordshire

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

Contractor daily rate histogram for ETL in Bedfordshire

ETL
Contractor Hourly Rate Trend in Bedfordshire

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

Contractor hourly rate trend for ETL 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 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
Bedford -2 2 £293 -22.00%
Luton - 1 £538 -
ETL
East of England

ETL
Top 30 Related IT Skills in Bedfordshire

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 Bedfordshire region with a requirement for ETL.

1 7 (70.00%) SQL
2 6 (60.00%) Oracle
2 6 (60.00%) Business Intelligence
3 5 (50.00%) OLAP
3 5 (50.00%) Data Warehouse
3 5 (50.00%) Data Modelling
3 5 (50.00%) Data Quality
4 4 (40.00%) Oracle OLAP
4 4 (40.00%) Oracle ODI
4 4 (40.00%) Teradata
4 4 (40.00%) Data Mart
4 4 (40.00%) SQL Server
4 4 (40.00%) XML
4 4 (40.00%) MS Excel
4 4 (40.00%) MS Access
4 4 (40.00%) OLTP
5 3 (30.00%) Finance
5 3 (30.00%) SQL Server Integration Services
5 3 (30.00%) Logical Data Model
5 3 (30.00%) Physical Data Model
5 3 (30.00%) Data Integration
6 2 (20.00%) Data Cleansing
6 2 (20.00%) Data Validation
6 2 (20.00%) QlikView
6 2 (20.00%) Scorecard
6 2 (20.00%) Customer Requirements
6 2 (20.00%) User Experience
6 2 (20.00%) Data Structures
6 2 (20.00%) Oracle Database
6 2 (20.00%) SQL Server Reporting Services

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 (10.00%) Oracle SOA Suite
Applications
1 4 (40.00%) MS Excel
Database & Business Intelligence
1 5 (50.00%) Data Warehouse
1 5 (50.00%) OLAP
2 4 (40.00%) Data Mart
2 4 (40.00%) MS Access
2 4 (40.00%) OLTP
2 4 (40.00%) Oracle ODI
2 4 (40.00%) Oracle OLAP
2 4 (40.00%) SQL Server
3 3 (30.00%) SQL Server Integration Services
4 2 (20.00%) Oracle Database
4 2 (20.00%) QlikView
4 2 (20.00%) SQL Server Reporting Services
5 1 (10.00%) Enterprise Data Warehouse
5 1 (10.00%) Hadoop
Development Applications
1 1 (10.00%) Talend Open Studio
General
1 3 (30.00%) Finance
2 1 (10.00%) Retail
Job Titles
1 6 (60.00%) Architect
2 4 (40.00%) Data Architect
3 2 (20.00%) Consultant
3 2 (20.00%) Oracle Architect
4 1 (10.00%) Business Intelligence Consultant
4 1 (10.00%) Business Intelligence Manager
4 1 (10.00%) Business Intelligence Project Manager
4 1 (10.00%) Dashboard Consultant
4 1 (10.00%) Data Integration Architect
4 1 (10.00%) Data Migration Lead
4 1 (10.00%) Developer
4 1 (10.00%) ETL Architect
4 1 (10.00%) Hadoop Architect
4 1 (10.00%) Integration Architect
4 1 (10.00%) Project Manager
4 1 (10.00%) QlikView Consultant
4 1 (10.00%) QlikView Developer
4 1 (10.00%) Solutions Architect
4 1 (10.00%) Teradata Architect
Libraries, Frameworks & Software Standards
1 4 (40.00%) XML
Miscellaneous
1 2 (20.00%) Data Structures
1 2 (20.00%) User Experience
2 1 (10.00%) Algorithms
2 1 (10.00%) Management Information System
Processes & Methodologies
1 6 (60.00%) Business Intelligence
2 5 (50.00%) Data Modelling
3 3 (30.00%) Data Integration
3 3 (30.00%) Logical Data Model
3 3 (30.00%) Physical Data Model
4 2 (20.00%) Customer Requirements
4 2 (20.00%) Data Cleansing
4 2 (20.00%) Data Validation
4 2 (20.00%) Scorecard
4 2 (20.00%) Validation
5 1 (10.00%) Data Analysis
5 1 (10.00%) Data Mapping
5 1 (10.00%) Integration Testing
5 1 (10.00%) Mathematics
5 1 (10.00%) Migration
5 1 (10.00%) PRINCE2
5 1 (10.00%) Project Management
5 1 (10.00%) SOA
5 1 (10.00%) Stakeholder Management
5 1 (10.00%) User Acceptance Testing
Programming Languages
1 7 (70.00%) SQL
Quality Assurance & Compliance
1 5 (50.00%) Data Quality
Vendors
1 6 (60.00%) Oracle
2 4 (40.00%) Teradata
3 2 (20.00%) Microsoft
4 1 (10.00%) Lumesse
4 1 (10.00%) SAP
4 1 (10.00%) Splunk
4 1 (10.00%) Tableau
4 1 (10.00%) Talend
4 1 (10.00%) TIBCO