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 22 January 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
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Hertfordshire
Rank 52 39 49
Rank change year-on-year
-13 +10
Contract jobs citing ETL 4 18 19
As % of all contract IT jobs located in Hertfordshire 0.69% 3.08% 2.86%
As % of the Processes & Methodologies category 0.91% 4.26% 3.81%
Number of daily rates quoted 2 18 9
Median daily rate £520 £413 £325
Median daily rate % change year-on-year
+26.06% +26.92%
90% offered a daily rate of more than £436 £329 £320
10% offered a daily rate of more than £604 £533 £393
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
439 423 499
As % of all contract IT jobs located in Hertfordshire 76.22% 72.43% 75.15%
Number of daily rates quoted 244 213 282
Median daily rate £450 £450 £415
Median daily rate % change year-on-year
- +8.43%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £625 £625 £550
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 18 39 20
Median hourly rate £42.20 £37.50 £36.00
Median hourly rate % change year-on-year
+12.53% +4.16%
90% offered a hourly rate of more than £11.00 £15.00 £12.50
10% offered a hourly rate of more than £50.00 £49.50 £40.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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
Daily Rate Histogram in Hertfordshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Hertfordshire region over the 3 months to 22 January 2017.

ETL Daily Rate Histogram 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 22 January 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 - 2 £520 -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 22 January 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 (72.22%) SQL
2 12 (66.67%) Data Warehouse
3 9 (50.00%) Oracle
4 8 (44.44%) Business Intelligence
5 7 (38.89%) Agile Software Development
6 6 (33.33%) Informatica
6 6 (33.33%) Oracle Database
7 5 (27.78%) PowerCenter
7 5 (27.78%) SQL Server
8 4 (22.22%) Validation
8 4 (22.22%) Data Mart
8 4 (22.22%) SQL Server Integration Services
8 4 (22.22%) Dimensional Modelling
8 4 (22.22%) Data Transformation
9 3 (16.67%) Low Latency
9 3 (16.67%) Kimball Methodology
9 3 (16.67%) Performance Tuning
9 3 (16.67%) Relational Database
9 3 (16.67%) HP Quality Center
9 3 (16.67%) Process Improvement
9 3 (16.67%) Data Quality
9 3 (16.67%) Hadoop
9 3 (16.67%) Data Extraction
9 3 (16.67%) Data Integration
9 3 (16.67%) Unit Testing
9 3 (16.67%) Manual Testing
9 3 (16.67%) System Testing
9 3 (16.67%) Data Management
9 3 (16.67%) Ab Initio
9 3 (16.67%) HP

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 (11.11%) SAS
2 1 (5.56%) Oracle SOA Suite
Business Applications
1 1 (5.56%) Oracle Retail
Cloud Services
1 1 (5.56%) SaaS
Database & Business Intelligence
1 12 (66.67%) Data Warehouse
2 6 (33.33%) Oracle Database
3 5 (27.78%) PowerCenter
3 5 (27.78%) SQL Server
4 4 (22.22%) Data Mart
4 4 (22.22%) SQL Server Integration Services
5 3 (16.67%) Hadoop
5 3 (16.67%) RDBMS
5 3 (16.67%) Relational Database
6 2 (11.11%) Enterprise Data Warehouse
6 2 (11.11%) QlikView
6 2 (11.11%) SQL Server 2012
6 2 (11.11%) SQL Server Analysis Services
6 2 (11.11%) SQL Server Reporting Services
7 1 (5.56%) Electronic Patient Records
7 1 (5.56%) OLAP Cube
7 1 (5.56%) SQL Server 2005
7 1 (5.56%) SQL Server 2008
7 1 (5.56%) SQL Server 2014
7 1 (5.56%) SQL Server 2016
Development Applications
1 3 (16.67%) ERwin
2 1 (5.56%) SQL Server Management Studio (SSMS)
2 1 (5.56%) Talend Open Studio
General
1 3 (16.67%) Pharmaceutical
2 1 (5.56%) Advertising
2 1 (5.56%) Retail
Job Titles
1 9 (50.00%) Developer
2 6 (33.33%) Tester
3 4 (22.22%) ETL Tester
4 3 (16.67%) Oracle Developer
4 3 (16.67%) SQL Developer
4 3 (16.67%) Technical Tester
5 2 (11.11%) Architect
5 2 (11.11%) Data Migration Developer
5 2 (11.11%) Data Warehouse Developer
5 2 (11.11%) Informatica Developer
5 2 (11.11%) SSIS Developer
6 1 (5.56%) Business Developer
6 1 (5.56%) Business Intelligence Consultant
6 1 (5.56%) Business Intelligence Developer
6 1 (5.56%) Consultant
6 1 (5.56%) ETL Developer
6 1 (5.56%) SAS Consultant
6 1 (5.56%) Senior Developer
6 1 (5.56%) Solutions Architect
6 1 (5.56%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (11.11%) MDX
1 2 (11.11%) Middleware
Miscellaneous
1 3 (16.67%) Data Extraction
1 3 (16.67%) Data Integration
2 2 (11.11%) NHS
3 1 (5.56%) Analytical Skills
Operating Systems
1 3 (16.67%) Unix
Processes & Methodologies
1 8 (44.44%) Business Intelligence
2 7 (38.89%) Agile Software Development
3 4 (22.22%) Data Transformation
3 4 (22.22%) Dimensional Modelling
3 4 (22.22%) Validation
4 3 (16.67%) Data Management
4 3 (16.67%) Kimball Methodology
4 3 (16.67%) Low Latency
4 3 (16.67%) Manual Testing
4 3 (16.67%) Performance Tuning
4 3 (16.67%) Process Improvement
4 3 (16.67%) System Testing
4 3 (16.67%) Unit Testing
5 2 (11.11%) Data Migration
5 2 (11.11%) Migration
5 2 (11.11%) Stakeholder Management
6 1 (5.56%) Budget Control
6 1 (5.56%) Business Transformation
6 1 (5.56%) ETL Development
6 1 (5.56%) SDLC
Programming Languages
1 13 (72.22%) SQL
2 2 (11.11%) T-SQL
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
Systems Management
1 3 (16.67%) HP Quality Center
Vendors
1 9 (50.00%) Oracle
2 6 (33.33%) Informatica
3 3 (16.67%) Ab Initio
3 3 (16.67%) HP
4 2 (11.11%) IBM
5 1 (5.56%) Microsoft
5 1 (5.56%) Talend