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 3 May 2016 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
3 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 38 39 41
Rank change year-on-year
+1 +2
Contract jobs citing ETL 20 32 28
As % of all contract IT jobs located in Hertfordshire 2.81% 4.48% 3.61%
As % of the Processes & Methodologies category 3.69% 5.95% 4.87%
Number of daily rates quoted 11 20 23
Median daily rate £450 £440 £425
Median daily rate % change year-on-year
+2.27% +3.52%
90% offered a daily rate of more than £348 £338 £302
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £37.80 £36.90
% change year-on-year
- +2.43%
ETL
East of England

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
542 538 575
As % of all contract IT jobs located in Hertfordshire 76.12% 75.24% 74.10%
Number of daily rates quoted 282 271 289
Median daily rate £420 £400 £400
Median daily rate % change year-on-year
+5.00% -
90% offered a daily rate of more than £300 £288 £260
10% offered a daily rate of more than £550 £531 £475
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 19 34 29
Median hourly rate £42.65 £25.00 £32.50
Median hourly rate % change year-on-year
+70.58% -23.07%
90% offered a hourly rate of more than £12.40 £10.05 £9.50
10% offered a hourly rate of more than £50.00 £38.40 £37.00
UK excluding London median hourly rate £36.00 £31.00 £31.50
% change year-on-year
+16.12% -1.58%

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 3 May 2016.

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 3 May 2016. 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
(Click see detailed
statistics and trends)
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 +18 10 £505 +124.44% 1
Hemel Hempstead -9 1 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 3 May 2016, 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 16 (47.06%) IBM
2 11 (32.35%) DataStage
2 11 (32.35%) Data Warehouse
3 10 (29.41%) SQL
3 10 (29.41%) SQL Server
3 10 (29.41%) IBM Integration Bus
4 8 (23.53%) Oracle
5 7 (20.59%) WebSphere
5 7 (20.59%) Business Intelligence
5 7 (20.59%) Finance
5 7 (20.59%) Stakeholder Management
6 6 (17.65%) Middleware
6 6 (17.65%) SQL Server Integration Services
6 6 (17.65%) DataPower
7 5 (14.71%) Retail
8 4 (11.76%) Cognos Report Studio
8 4 (11.76%) SOA
8 4 (11.76%) PL/SQL
8 4 (11.76%) Cognos
8 4 (11.76%) Cognos Powerplay
8 4 (11.76%) Agile Software Development
8 4 (11.76%) Data Integration
8 4 (11.76%) Kimball Methodology
9 3 (8.82%) REST
9 3 (8.82%) SaaS
9 3 (8.82%) PaaS
9 3 (8.82%) Amazon AWS
9 3 (8.82%) SQL Server Analysis Services
9 3 (8.82%) Oracle RAC
9 3 (8.82%) Cognos Business Intelligence

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 7 (20.59%) WebSphere
2 3 (8.82%) SharePoint
Applications
1 3 (8.82%) MS Excel
2 1 (2.94%) MS Project
Business Applications
1 3 (8.82%) Cognos Business Intelligence
1 3 (8.82%) Maximo
2 2 (5.88%) Dynamics CRM
Cloud Services
1 3 (8.82%) Amazon AWS
1 3 (8.82%) IaaS
1 3 (8.82%) PaaS
1 3 (8.82%) SaaS
Communications & Networking
1 3 (8.82%) FTP
2 1 (2.94%) Internet
Database & Business Intelligence
1 11 (32.35%) Data Warehouse
1 11 (32.35%) DataStage
2 10 (29.41%) SQL Server
3 6 (17.65%) SQL Server Integration Services
4 4 (11.76%) Cognos Powerplay
4 4 (11.76%) Cognos Report Studio
5 3 (8.82%) GIS
5 3 (8.82%) RDBMS
5 3 (8.82%) Relational Database
5 3 (8.82%) SQL Server Analysis Services
5 3 (8.82%) SQL Server Reporting Services
6 1 (2.94%) BusinessObjects
6 1 (2.94%) Cognos Framework Manager
6 1 (2.94%) DB2
6 1 (2.94%) Oracle Database
6 1 (2.94%) Oracle ODI
6 1 (2.94%) SQL Server 2008
6 1 (2.94%) SQL Server 2012
General
1 7 (20.59%) Finance
2 5 (14.71%) Retail
3 2 (5.88%) Telecoms
4 1 (2.94%) Advertising
4 1 (2.94%) Manufacturing
4 1 (2.94%) Marketing
Job Titles
1 12 (35.29%) Architect
2 10 (29.41%) Developer
3 9 (26.47%) Integration Architect
4 8 (23.53%) SQL Developer
5 7 (20.59%) Project Manager
6 6 (17.65%) Solutions Architect
7 5 (14.71%) Data Warehouse Developer
7 5 (14.71%) SSIS Developer
7 5 (14.71%) WebSphere Architect
8 4 (11.76%) Analyst
8 4 (11.76%) Cognos Developer
8 4 (11.76%) DataStage Architect
8 4 (11.76%) SQL Server Data Warehouse Developer
8 4 (11.76%) SQL Server Developer
9 3 (8.82%) Applications Architect
9 3 (8.82%) Data Architect
9 3 (8.82%) IT Manager
9 3 (8.82%) IT Project Manager
9 3 (8.82%) Oracle Developer
9 3 (8.82%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 10 (29.41%) IBM Integration Bus
2 6 (17.65%) Middleware
3 3 (8.82%) REST
3 3 (8.82%) SOAP
3 3 (8.82%) Web Services
4 1 (2.94%) .NET
4 1 (2.94%) .NET Framework
4 1 (2.94%) MDX
Miscellaneous
1 6 (17.65%) DataPower
2 4 (11.76%) Data Integration
3 2 (5.88%) Enterprise Software
3 2 (5.88%) FMCG
4 1 (2.94%) Analytical Skills
4 1 (2.94%) RIA
Operating Systems
1 1 (2.94%) AIX
Processes & Methodologies
1 7 (20.59%) Business Intelligence
1 7 (20.59%) Stakeholder Management
2 4 (11.76%) Agile Software Development
2 4 (11.76%) Kimball Methodology
2 4 (11.76%) SOA
3 3 (8.82%) CRM
3 3 (8.82%) PRINCE2
3 3 (8.82%) TOGAF
4 2 (5.88%) Data Cleansing
4 2 (5.88%) Data Modelling
4 2 (5.88%) Logistics
4 2 (5.88%) Migration
5 1 (2.94%) Continuous Improvement
5 1 (2.94%) Data Governance
5 1 (2.94%) Data Mapping
5 1 (2.94%) Data Migration
5 1 (2.94%) Data Validation
5 1 (2.94%) Matrix Management
5 1 (2.94%) Project Governance
5 1 (2.94%) Risk Analysis
Programming Languages
1 10 (29.41%) SQL
2 4 (11.76%) PL/SQL
3 3 (8.82%) T-SQL
4 2 (5.88%) Java
5 1 (2.94%) C#
5 1 (2.94%) COBOL
Qualifications
1 1 (2.94%) PRINCE2 Certification
1 1 (2.94%) SC Cleared
1 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
1 2 (5.88%) QA
System Software
1 3 (8.82%) Oracle RAC
Vendors
1 16 (47.06%) IBM
2 8 (23.53%) Oracle
3 4 (11.76%) Cognos
4 3 (8.82%) Citrix
4 3 (8.82%) ESRI
4 3 (8.82%) VMware
5 1 (2.94%) Microsoft
5 1 (2.94%) Sage
5 1 (2.94%) Sunopsis
5 1 (2.94%) Tableau