The following table provides summary statistics for contract job vacancies advertised in Hertfordshire 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 23 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
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Hertfordshire
Rank 49 34 35
Rank change year-on-year -15 +1  
Contract jobs citing ETL 10 21 32
As % of all contract IT jobs advertised in Hertfordshire 1.64% 3.13% 4.59%
As % of the Processes & Methodologies category 2.11% 4.13% 5.99%
Number of daily rates quoted 2 13 16
Median daily rate £464 £400 £400
Median daily rate % change year-on-year +15.93% -  
90% offered a daily rate of more than £335 £353 £325
10% offered a daily rate of more than £593 £490 £488
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 £63.00 £40.00
% change year-on-year -40.47% +57.50%  

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 Hertfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hertfordshire
Contract job vacancies with a requirement for process and methodology skills 475 509 534
As % of all contract IT job vacancies advertised in Hertfordshire 78.00% 75.86% 76.61%
Number of daily rates quoted 258 270 280
Median daily rate £475 £425 £400
Median daily rate % change year-on-year +11.76% +6.25%  
90% offered a daily rate of more than £288 £300 £265
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 27 33 30
Median hourly rate £45.00 £38.00 £16.50
Median hourly rate % change year-on-year +18.42% +130.30%  
90% offered a hourly rate of more than £30.00 £9.16 £10.40
10% offered a hourly rate of more than £52.50 £49.50 £37.70
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 Hertfordshire

The job posting trend of jobs advertised in Hertfordshire 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 Hertfordshire

ETL
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for ETL in Hertfordshire

ETL
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing ETL in Hertfordshire over the 3 months to 23 March 2017.

Contractor daily rate histogram for ETL in Hertfordshire

ETL
Contractor Hourly Rate Trend in Hertfordshire

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

Contractor hourly rate trend for ETL in Hertfordshire

ETL
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Hertfordshire region over the 3 months to 23 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
Watford -13 3 £625 +23.76% 2
Hemel Hempstead +6 1 - -
Hatfield - 1 £303 - 1
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 23 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 Hertfordshire region with a requirement for ETL.

1 8 (53.33%) Data Warehouse
2 5 (33.33%) SQL
2 5 (33.33%) Oracle
3 4 (26.67%) SQL Server
3 4 (26.67%) Finance
3 4 (26.67%) QlikView
4 3 (20.00%) Business Analysis
4 3 (20.00%) SQL Server Integration Services
4 3 (20.00%) Retail
4 3 (20.00%) Business Intelligence
4 3 (20.00%) IBM
4 3 (20.00%) Microsoft
4 3 (20.00%) NHS
4 3 (20.00%) SQL Server 2008
4 3 (20.00%) Test Strategy
4 3 (20.00%) Oracle Retail
4 3 (20.00%) SQL Server 2012
5 2 (13.33%) Automation Testing
5 2 (13.33%) SQL Server Analysis Services
5 2 (13.33%) Merchandise Planning
5 2 (13.33%) Business Process Analysis
5 2 (13.33%) User Acceptance Testing
5 2 (13.33%) Unit Testing
5 2 (13.33%) Data Integration
5 2 (13.33%) Project Management
5 2 (13.33%) DataStage
5 2 (13.33%) EAI
5 2 (13.33%) SOA
5 2 (13.33%) SAS
5 2 (13.33%) Rational Rose

ETL
Top Related IT Skills in Hertfordshire 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 2 (13.33%) SAS
Applications
1 1 (6.67%) MS Excel
1 1 (6.67%) MS Office
Business Applications
1 3 (20.00%) Oracle Retail
2 1 (6.67%) Dynamics AX
2 1 (6.67%) JDE EnterpriseOne
2 1 (6.67%) Oracle Applications
Database & Business Intelligence
1 8 (53.33%) Data Warehouse
2 4 (26.67%) QlikView
2 4 (26.67%) SQL Server
3 3 (20.00%) SQL Server 2008
3 3 (20.00%) SQL Server 2012
3 3 (20.00%) SQL Server Integration Services
4 2 (13.33%) DataStage
4 2 (13.33%) DTS
4 2 (13.33%) SQL Server Analysis Services
4 2 (13.33%) SQL Server Reporting Services
5 1 (6.67%) Oracle Reports
Development Applications
1 2 (13.33%) Rational Rose
General
1 4 (26.67%) Finance
2 3 (20.00%) Retail
3 2 (13.33%) Telecoms
Job Titles
1 5 (33.33%) Developer
2 3 (20.00%) Analyst
2 3 (20.00%) Architect
2 3 (20.00%) Consultant
2 3 (20.00%) ETL Tester
2 3 (20.00%) SQL Developer
2 3 (20.00%) Tester
3 2 (13.33%) Applications Consultant
3 2 (13.33%) ETL Analyst
3 2 (13.33%) Functional Consultant
3 2 (13.33%) Oracle Applications Functional Consultant
3 2 (13.33%) Oracle Consultant
3 2 (13.33%) Oracle Functional Consultant
3 2 (13.33%) Server Consultant
3 2 (13.33%) Solutions Architect
3 2 (13.33%) SQL Analyst
3 2 (13.33%) SSIS Developer
3 2 (13.33%) Test Analyst
4 1 (6.67%) Business Developer
4 1 (6.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (6.67%) Middleware
Miscellaneous
1 3 (20.00%) NHS
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Computer Science
Processes & Methodologies
1 3 (20.00%) Business Analysis
1 3 (20.00%) Business Intelligence
1 3 (20.00%) Test Strategy
2 2 (13.33%) Automation Testing
2 2 (13.33%) Business Process Analysis
2 2 (13.33%) Data Integration
2 2 (13.33%) EAI
2 2 (13.33%) E-business
2 2 (13.33%) Merchandise Planning
2 2 (13.33%) Project Management
2 2 (13.33%) SOA
2 2 (13.33%) Technical Architecture
2 2 (13.33%) Unit Testing
2 2 (13.33%) User Acceptance Testing
3 1 (6.67%) Conflict Management
3 1 (6.67%) ERP
3 1 (6.67%) ITIL
3 1 (6.67%) Migration
3 1 (6.67%) Stakeholder Management
3 1 (6.67%) Test Management
Programming Languages
1 5 (33.33%) SQL
2 2 (13.33%) T-SQL
Qualifications
1 1 (6.67%) Degree
1 1 (6.67%) PMI Certification
1 1 (6.67%) PMP
Quality Assurance & Compliance
1 1 (6.67%) PMO
1 1 (6.67%) QA
Systems Management
1 1 (6.67%) HP Quality Center
Vendors
1 5 (33.33%) Oracle
2 3 (20.00%) IBM
2 3 (20.00%) Microsoft
3 1 (6.67%) Cognos
3 1 (6.67%) HP
3 1 (6.67%) JD Edwards