Period
to 13 December 2018

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 6 months to 13 December 2018 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.

Extract, Transform and Load (ETL)
East of England > Bedfordshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 30 50 41
Rank change year-on-year +20 -9 -4
Contract jobs citing ETL 28 16 19
As % of all contract IT jobs advertised in Bedfordshire 5.15% 2.40% 3.01%
As % of the Processes & Methodologies category 5.74% 2.78% 3.53%
Number of daily rates quoted 24 19 14
Bedfordshire median daily rate £450 £315 £405
Median daily rate % change year-on-year +42.86% -22.22% -12.43%
10th Percentile £413 £315 £329
90th Percentile £550 £559 £584
East of England median daily rate £475 £425 £404
% change year-on-year +11.76% +5.30% -3.90%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate £10.38 £34.50 -
% change year-on-year -69.93% - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Contract vacancies with a requirement for process or methodology skills 488 575 538
As % of all contract IT jobs advertised in Bedfordshire 89.71% 86.08% 85.13%
Number of daily rates quoted 335 397 354
Bedfordshire median daily rate £425 £450 £425
Median daily rate % change year-on-year -5.56% +5.88% +3.03%
10th Percentile £258 £263 £213
90th Percentile £584 £617 £592
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 9 11 6
Bedfordshire median hourly rate £20.00 £22.50 £13.03
Median hourly rate % change year-on-year -11.11% +72.74% -65.27%
10th Percentile £16.36 £10.40 £10.90
90th Percentile £50.50 £50.48 £26.00
East of England median hourly rate £17.97 £33.33 £31.50
% change year-on-year -46.08% +5.81% +29.55%

ETL
Job Vacancy Trend in Bedfordshire

Job postings citing ETL as a percentage of all IT jobs advertised in Bedfordshire.

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 6 months to 13 December 2018.

Contractor daily rate histogram for ETL in Bedfordshire

ETL
Contractor Hourly Rate Trend in Bedfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT 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 6 months to 13 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton +3 11 £425 -15.42% 2
Bedford +2 6 £480 +52.38%
ETL
East of England

For the 6 months to 13 December 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Bedfordshire region with a requirement for ETL.

1 18 (64.29%) Business Intelligence
2 15 (53.57%) SQL Server
3 12 (42.86%) SQL
3 12 (42.86%) SQL Server Integration Services
4 11 (39.29%) Data Warehouse
5 10 (35.71%) Migration
5 10 (35.71%) Data Migration
5 10 (35.71%) SQL Server 2008
5 10 (35.71%) Contingency Planning
6 9 (32.14%) Microsoft
6 9 (32.14%) OLAP
7 8 (28.57%) ERP
7 8 (28.57%) Finance
7 8 (28.57%) SQL Server Analysis Services
7 8 (28.57%) SQL Server Reporting Services
8 7 (25.00%) Test Scripting
8 7 (25.00%) Scorecard
8 7 (25.00%) Visualisation
8 7 (25.00%) Infor
8 7 (25.00%) Data Quality
8 7 (25.00%) Infor M3
8 7 (25.00%) Data Structures
9 6 (21.43%) Agile Software Development
9 6 (21.43%) SAP
10 4 (14.29%) Stakeholder Engagement
10 4 (14.29%) Test Strategy
11 3 (10.71%) Enterprise Cloud
11 3 (10.71%) System Integration Testing
11 3 (10.71%) ETL Development
11 3 (10.71%) Thycotic

ETL
Co-occurring 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 3 (10.71%) Oracle SOA Suite
1 3 (10.71%) SharePoint
2 1 (3.57%) IIS
Business Applications
1 7 (25.00%) Infor M3
2 3 (10.71%) SAP S/4HANA
Cloud Services
1 2 (7.14%) Microsoft Azure
2 1 (3.57%) Amazon AWS
Communications & Networking
1 1 (3.57%) DHCP
1 1 (3.57%) DNS
1 1 (3.57%) FTP
1 1 (3.57%) HTTP
1 1 (3.57%) Reverse Proxy
1 1 (3.57%) SMTP
1 1 (3.57%) SSH
1 1 (3.57%) TCP/IP
1 1 (3.57%) Wireshark
Database & Business Intelligence
1 15 (53.57%) SQL Server
2 12 (42.86%) SQL Server Integration Services
3 11 (39.29%) Data Warehouse
4 10 (35.71%) SQL Server 2008
5 9 (32.14%) OLAP
6 8 (28.57%) SQL Server Analysis Services
6 8 (28.57%) SQL Server Reporting Services
7 3 (10.71%) Oracle Database
8 2 (7.14%) Azure SQL Database
9 1 (3.57%) Azure SQL Data Warehouse
9 1 (3.57%) OLAP Cube
9 1 (3.57%) SQL Server 2012
General
1 8 (28.57%) Finance
2 2 (7.14%) Retail
Job Titles
1 12 (42.86%) Developer
2 9 (32.14%) Business Intelligence Developer
3 7 (25.00%) SQL BI Developer
3 7 (25.00%) SQL Developer
4 6 (21.43%) Consultant
5 4 (14.29%) Business Intelligence Consultant
5 4 (14.29%) Senior Developer
5 4 (14.29%) SSIS Developer
6 3 (10.71%) Architect
6 3 (10.71%) Solutions Architect
6 3 (10.71%) SQL Server BI Developer
6 3 (10.71%) SQL Server Developer
7 2 (7.14%) Analyst
7 2 (7.14%) Data Analyst
7 2 (7.14%) Data Migration Lead
7 2 (7.14%) Data Warehouse Analyst
7 2 (7.14%) ETL Developer
7 2 (7.14%) Senior Business Intelligence Developer
7 2 (7.14%) SQL Server Consultant
7 2 (7.14%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 1 (3.57%) .NET
1 1 (3.57%) .NET Framework
1 1 (3.57%) ASP.NET
1 1 (3.57%) ASP.NET MVC
1 1 (3.57%) ASP.NET Web API
1 1 (3.57%) HTML
1 1 (3.57%) Web Services
Miscellaneous
1 7 (25.00%) Data Structures
2 3 (10.71%) Enterprise Cloud
3 2 (7.14%) Self-Motivation
Operating Systems
1 1 (3.57%) Linux
Processes & Methodologies
1 18 (64.29%) Business Intelligence
2 10 (35.71%) Contingency Planning
2 10 (35.71%) Data Migration
2 10 (35.71%) Migration
3 8 (28.57%) ERP
4 7 (25.00%) Scorecard
4 7 (25.00%) Test Scripting
4 7 (25.00%) Visualisation
5 6 (21.43%) Agile Software Development
6 4 (14.29%) Stakeholder Engagement
6 4 (14.29%) Test Strategy
7 3 (10.71%) Data Cleansing
7 3 (10.71%) ETL Development
7 3 (10.71%) Logistics
7 3 (10.71%) SOA
7 3 (10.71%) System Integration Testing
7 3 (10.71%) User Acceptance Testing
8 2 (7.14%) Data Analysis
8 2 (7.14%) Data Modelling
8 2 (7.14%) TOGAF
Programming Languages
1 12 (42.86%) SQL
2 2 (7.14%) T-SQL
3 1 (3.57%) C#
3 1 (3.57%) Java
3 1 (3.57%) JavaScript
3 1 (3.57%) Python
3 1 (3.57%) VB.NET
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
2 3 (10.71%) QA
3 1 (3.57%) GDPR
System Software
1 1 (3.57%) Active Directory
1 1 (3.57%) Squid
Systems Management
1 1 (3.57%) HAProxy
Vendors
1 9 (32.14%) Microsoft
2 7 (25.00%) Infor
3 6 (21.43%) SAP
4 3 (10.71%) ForeScout
4 3 (10.71%) Lumesse
4 3 (10.71%) Oracle
4 3 (10.71%) Splunk
4 3 (10.71%) Thycotic
4 3 (10.71%) TIBCO
5 2 (7.14%) Tableau
6 1 (3.57%) Avaya