The table below looks at the statistics for ETL skills in IT contracts advertised for the Hertfordshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 19 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
19 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Hertfordshire
Rank 50 32 43
Rank change year-on-year
-18 +11
Contract jobs citing ETL 8 21 19
As % of all contract IT jobs located in Hertfordshire 1.34% 3.59% 3.01%
As % of the Processes & Methodologies category 1.73% 4.96% 3.97%
Number of daily rates quoted 1 14 9
Median daily rate £625 £413 £325
Median daily rate % change year-on-year
+51.51% +26.92%
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 £40.00 £56.00 £36.25
% change year-on-year
-28.57% +54.48%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
463 423 479
As % of all contract IT jobs located in Hertfordshire 77.42% 72.31% 75.79%
Number of daily rates quoted 242 224 254
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £270 £300 £265
10% offered a daily rate of more than £600 £625 £575
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 23 38 24
Median hourly rate £45.71 £37.50 £33.50
Median hourly rate % change year-on-year
+21.88% +11.94%
90% offered a hourly rate of more than £37.50 £15.00 £14.99
10% offered a hourly rate of more than £52.50 £49.50 £40.00
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

ETL
Jobs Demand Trend in Hertfordshire

The demand trend of contract jobs across the Hertfordshire region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Hertfordshire

ETL
Daily Rate Trend in Hertfordshire

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

ETL Daily Rate Trend in Hertfordshire

ETL
Hourly Rate Trend in Hertfordshire

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

ETL Hourly Rate Trend 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 19 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
Watford -3 3 £625 +25.00% 2
Hemel Hempstead +2 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 19 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 Hertfordshire region with a requirement for ETL.

1 13 (68.42%) Data Warehouse
2 11 (57.89%) Oracle
3 10 (52.63%) SQL
4 6 (31.58%) Informatica
4 6 (31.58%) Oracle Database
5 5 (26.32%) Unit Testing
5 5 (26.32%) PowerCenter
5 5 (26.32%) Agile Software Development
6 4 (21.05%) HP
6 4 (21.05%) Business Intelligence
6 4 (21.05%) Data Mart
6 4 (21.05%) HP Quality Center
6 4 (21.05%) Process Improvement
7 3 (15.79%) Data Transformation
7 3 (15.79%) Performance Tuning
7 3 (15.79%) Relational Database
7 3 (15.79%) Data Quality
7 3 (15.79%) Oracle Retail
7 3 (15.79%) Manual Testing
7 3 (15.79%) Dimensional Modelling
7 3 (15.79%) Data Extraction
7 3 (15.79%) RDBMS
7 3 (15.79%) SQL Server
7 3 (15.79%) NHS
7 3 (15.79%) ERwin
7 3 (15.79%) Pharmaceutical
7 3 (15.79%) Retail
7 3 (15.79%) Finance
7 3 (15.79%) Validation
8 2 (10.53%) Migration

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 (10.53%) SAS
Applications
1 1 (5.26%) MS Excel
1 1 (5.26%) MS Office
Business Applications
1 3 (15.79%) Oracle Retail
2 1 (5.26%) Dynamics AX
2 1 (5.26%) JDE EnterpriseOne
2 1 (5.26%) Oracle Applications
Database & Business Intelligence
1 13 (68.42%) Data Warehouse
2 6 (31.58%) Oracle Database
3 5 (26.32%) PowerCenter
4 4 (21.05%) Data Mart
5 3 (15.79%) RDBMS
5 3 (15.79%) Relational Database
5 3 (15.79%) SQL Server
6 2 (10.53%) DataStage
6 2 (10.53%) Enterprise Data Warehouse
6 2 (10.53%) QlikView
6 2 (10.53%) SQL Server 2012
6 2 (10.53%) SQL Server Integration Services
7 1 (5.26%) Electronic Patient Records
7 1 (5.26%) Hadoop
7 1 (5.26%) Oracle Reports
7 1 (5.26%) SQL Server 2008
Development Applications
1 3 (15.79%) ERwin
2 1 (5.26%) Rational Rose
General
1 3 (15.79%) Finance
1 3 (15.79%) Pharmaceutical
1 3 (15.79%) Retail
2 1 (5.26%) Telecoms
Job Titles
1 7 (36.84%) Developer
2 6 (31.58%) ETL Tester
2 6 (31.58%) Tester
3 3 (15.79%) Consultant
3 3 (15.79%) Oracle Developer
4 2 (10.53%) Analyst
4 2 (10.53%) Applications Consultant
4 2 (10.53%) Architect
4 2 (10.53%) Data Migration Developer
4 2 (10.53%) Data Warehouse Developer
4 2 (10.53%) Functional Consultant
4 2 (10.53%) Informatica Developer
4 2 (10.53%) Oracle Applications Functional Consultant
4 2 (10.53%) Oracle Consultant
4 2 (10.53%) Oracle Functional Consultant
4 2 (10.53%) Server Consultant
4 2 (10.53%) SQL Developer
4 2 (10.53%) SSIS Developer
5 1 (5.26%) Business Intelligence Developer
5 1 (5.26%) SAS Consultant
Libraries, Frameworks & Software Standards
1 1 (5.26%) Middleware
Miscellaneous
1 3 (15.79%) Data Extraction
1 3 (15.79%) NHS
2 1 (5.26%) Analytical Skills
2 1 (5.26%) Computer Science
2 1 (5.26%) Data Integration
Operating Systems
1 1 (5.26%) Unix
Processes & Methodologies
1 5 (26.32%) Agile Software Development
1 5 (26.32%) Unit Testing
2 4 (21.05%) Business Intelligence
2 4 (21.05%) Process Improvement
3 3 (15.79%) Data Transformation
3 3 (15.79%) Dimensional Modelling
3 3 (15.79%) Manual Testing
3 3 (15.79%) Performance Tuning
3 3 (15.79%) Validation
4 2 (10.53%) Business Analysis
4 2 (10.53%) Business Process Analysis
4 2 (10.53%) Data Migration
4 2 (10.53%) E-business
4 2 (10.53%) Kimball Methodology
4 2 (10.53%) Merchandise Planning
4 2 (10.53%) Migration
4 2 (10.53%) Project Management
4 2 (10.53%) User Acceptance Testing
5 1 (5.26%) ITIL
5 1 (5.26%) Stakeholder Management
Programming Languages
1 10 (52.63%) SQL
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) PMI Certification
1 1 (5.26%) PMP
Quality Assurance & Compliance
1 3 (15.79%) Data Quality
2 1 (5.26%) QA
Systems Management
1 4 (21.05%) HP Quality Center
Vendors
1 11 (57.89%) Oracle
2 6 (31.58%) Informatica
3 4 (21.05%) HP
4 2 (10.53%) IBM
5 1 (5.26%) Ab Initio
5 1 (5.26%) Cognos
5 1 (5.26%) JD Edwards
5 1 (5.26%) Microsoft