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 25 July 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
25 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 32 46 27
Rank change year-on-year
+14 -19
Contract jobs citing ETL 23 25 35
As % of all contract IT jobs located in Hertfordshire 3.65% 2.95% 5.38%
As % of the Processes & Methodologies category 4.89% 3.92% 6.96%
Number of daily rates quoted 16 15 21
Median daily rate £388 £375 £300
Median daily rate % change year-on-year
+3.33% +25.00%
90% offered a daily rate of more than £274 £303 £225
10% offered a daily rate of more than £463 £475 £425
UK excluding London median daily rate £400 £390 £374
% change year-on-year
+2.56% +4.27%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £30.00 £46.40
% change year-on-year
-31.66% -35.34%
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
470 637 503
As % of all contract IT jobs located in Hertfordshire 74.48% 75.21% 77.38%
Number of daily rates quoted 257 329 252
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £288 £275 £245
10% offered a daily rate of more than £573 £550 £475
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 18 55 32
Median hourly rate £34.50 £33.00 £21.00
Median hourly rate % change year-on-year
+4.54% +57.14%
90% offered a hourly rate of more than £16.00 £9.50 £10.85
10% offered a hourly rate of more than £52.50 £50.00 £39.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

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 25 July 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 25 July 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
Welwyn Garden City +6 5 £288 -7.25%
Watford +5 3 - -
St Albans - 3 £445 -
Welwyn - 2 - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 25 July 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 19 (45.24%) Data Warehouse
2 18 (42.86%) SQL
3 17 (40.48%) Oracle
4 16 (38.10%) IBM
5 12 (28.57%) DataStage
5 12 (28.57%) Agile Software Development
5 12 (28.57%) Oracle Database
6 11 (26.19%) Performance Tuning
7 10 (23.81%) Relational Database
7 10 (23.81%) IBM Integration Bus
7 10 (23.81%) Dimensional Modelling
7 10 (23.81%) RDBMS
8 9 (21.43%) Business Intelligence
8 9 (21.43%) Unit Testing
8 9 (21.43%) Data Quality
9 8 (19.05%) Web Services
9 8 (19.05%) PL/SQL
9 8 (19.05%) Finance
9 8 (19.05%) Stakeholder Management
9 8 (19.05%) Middleware
9 8 (19.05%) Data Transformation
10 7 (16.67%) Informatica
10 7 (16.67%) SQL Server Analysis Services
10 7 (16.67%) Retail
10 7 (16.67%) WebSphere
10 7 (16.67%) Oracle RAC
11 6 (14.29%) SQL Server Integration Services
11 6 (14.29%) DataPower
11 6 (14.29%) Java
11 6 (14.29%) SQL Server

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 (16.67%) WebSphere
2 4 (9.52%) WebLogic
3 1 (2.38%) SharePoint
Applications
1 1 (2.38%) MS Excel
1 1 (2.38%) MS Project
Business Applications
1 1 (2.38%) Maximo
Cloud Services
1 4 (9.52%) SaaS
2 1 (2.38%) Amazon AWS
2 1 (2.38%) IaaS
2 1 (2.38%) PaaS
Communications & Networking
1 1 (2.38%) FTP
1 1 (2.38%) Internet
Database & Business Intelligence
1 19 (45.24%) Data Warehouse
2 12 (28.57%) DataStage
2 12 (28.57%) Oracle Database
3 10 (23.81%) RDBMS
3 10 (23.81%) Relational Database
4 7 (16.67%) SQL Server Analysis Services
5 6 (14.29%) SQL Server
5 6 (14.29%) SQL Server Integration Services
6 5 (11.90%) Data Mart
6 5 (11.90%) OLAP
6 5 (11.90%) OLAP Cube
6 5 (11.90%) PowerCenter
6 5 (11.90%) SQL Server Reporting Services
7 4 (9.52%) Microsoft Analysis Services
7 4 (9.52%) Oracle Database 11g
8 3 (7.14%) DTS
8 3 (7.14%) SQL Server 2005
8 3 (7.14%) SQL Server 2014
8 3 (7.14%) SQL Server 2016
9 1 (2.38%) DB2
Development Applications
1 5 (11.90%) ERwin
2 4 (9.52%) Oracle APEX
3 3 (7.14%) SQL Server Management Studio (SSMS)
General
1 8 (19.05%) Finance
2 7 (16.67%) Retail
3 4 (9.52%) Pharmaceutical
4 3 (7.14%) Advertising
5 2 (4.76%) Telecoms
6 1 (2.38%) Manufacturing
Job Titles
1 21 (50.00%) Developer
2 12 (28.57%) Oracle Developer
3 9 (21.43%) Architect
3 9 (21.43%) Project Manager
4 7 (16.67%) Informatica Developer
4 7 (16.67%) Integration Architect
5 5 (11.90%) WebSphere Architect
6 4 (9.52%) Business Intelligence Developer
6 4 (9.52%) DataStage Architect
6 4 (9.52%) SQL Developer
7 3 (7.14%) IT Manager
7 3 (7.14%) IT Project Manager
7 3 (7.14%) PL/SQL Developer
7 3 (7.14%) Senior Developer
7 3 (7.14%) Solutions Architect
8 2 (4.76%) Analyst
8 2 (4.76%) Full Stack Developer
8 2 (4.76%) Senior Oracle Developer
8 2 (4.76%) Test Analyst
9 1 (2.38%) Business Intelligence Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (23.81%) IBM Integration Bus
2 8 (19.05%) Middleware
2 8 (19.05%) Web Services
3 4 (9.52%) MDX
3 4 (9.52%) XML
4 1 (2.38%) .NET
4 1 (2.38%) .NET Framework
4 1 (2.38%) REST
4 1 (2.38%) SOAP
Miscellaneous
1 6 (14.29%) DataPower
2 5 (11.90%) Data Extraction
3 4 (9.52%) N-Tier
4 3 (7.14%) Analytical Skills
5 2 (4.76%) Enterprise Software
5 2 (4.76%) FMCG
6 1 (2.38%) Data Integration
6 1 (2.38%) RIA
Operating Systems
1 1 (2.38%) AIX
1 1 (2.38%) Unix
Processes & Methodologies
1 12 (28.57%) Agile Software Development
2 11 (26.19%) Performance Tuning
3 10 (23.81%) Dimensional Modelling
4 9 (21.43%) Business Intelligence
4 9 (21.43%) Unit Testing
5 8 (19.05%) Data Transformation
5 8 (19.05%) Stakeholder Management
6 5 (11.90%) Validation
7 4 (9.52%) Data Modelling
7 4 (9.52%) Database Optimisation
7 4 (9.52%) Database Tuning
7 4 (9.52%) Enterprise Architecture
7 4 (9.52%) Logical Data Model
7 4 (9.52%) Performance Optimisation
7 4 (9.52%) Physical Data Model
7 4 (9.52%) PRINCE2
8 3 (7.14%) Kimball Methodology
8 3 (7.14%) SDLC
9 2 (4.76%) Business Analysis
9 2 (4.76%) Logistics
Programming Languages
1 18 (42.86%) SQL
2 8 (19.05%) PL/SQL
3 6 (14.29%) Java
4 3 (7.14%) T-SQL
5 1 (2.38%) C#
5 1 (2.38%) COBOL
Qualifications
1 1 (2.38%) ITIL Foundation Certificate
1 1 (2.38%) PRINCE2 Certification
1 1 (2.38%) SC Cleared
1 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 9 (21.43%) Data Quality
System Software
1 7 (16.67%) Oracle RAC
Vendors
1 17 (40.48%) Oracle
2 16 (38.10%) IBM
3 7 (16.67%) Informatica
4 4 (9.52%) Microsoft
5 1 (2.38%) Ab Initio
5 1 (2.38%) Citrix
5 1 (2.38%) ESRI
5 1 (2.38%) Sage
5 1 (2.38%) SAP
5 1 (2.38%) Sunopsis
5 1 (2.38%) VMware