The table below looks at the statistics for ETL skills in IT contracts advertised for the Hertfordshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 2 October 2014 with a comparison to the same period in 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.

Location
3 months to
2 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 18 39 55
Rank change year-on-year
+21 +16
Contract jobs citing ETL 62 8 26
As % of all contract IT jobs located in Hertfordshire 7.23% 1.67% 2.71%
As % of the Processes & Methodologies category 9.49% 2.33% 3.79%
Number of daily rates quoted 47 6 21
Average daily rate
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of your Daily Rate
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£270 £313 £425
Average daily rate % change year-on-year
-13.60% -26.47%
90% offered a daily rate of more than £196 £238 £230
10% offered a daily rate of more than £455 £358 £450
UK excluding London average daily rate £355 £370 £350
% change year-on-year
-4.05% +5.71%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £67.00 £32.50 £51.00
% change year-on-year
+106.15% -36.27%
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
653 343 686
As % of all contract IT jobs located in Hertfordshire 76.20% 71.76% 71.53%
Number of daily rates quoted 395 157 338
Average daily rate £400 £375 £400
Average daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £225 £240 £255
10% offered a daily rate of more than £525 £500 £480
UK excluding London average daily rate £375 £365 £363
% change year-on-year
+2.73% +0.68%
Number of hourly rates quoted 21 26 33
Average hourly rate £15.00 £40.00 £27.25
Average hourly rate % change year-on-year
-62.50% +46.78%
90% offered a hourly rate of more than £11.00 £11.00 £9.55
10% offered a hourly rate of more than £36.25 £50.00 £37.50
UK excluding London average hourly rate £26.38 £30.00 £29.00
% change year-on-year
-12.08% +3.44%

ETL
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Hertfordshire region as a proportion of the total demand within 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 2 October 2014.

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 average contractor rates quoted in IT jobs citing ETL within the Hertfordshire region over the 3 months to 2 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Welwyn Garden City - 5 £230 -
Hemel Hempstead -11 2 - -
Letchworth - - - - 1
Stevenage - - - -
Borehamwood - - - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 2 October 2014, IT contractor jobs across the Hertfordshire region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL.

1 62 (68.13%) SQL
2 55 (60.44%) Oracle
3 53 (58.24%) Data Warehouse
4 41 (45.05%) Informatica
5 31 (34.07%) Oracle Database
6 30 (32.97%) Performance Tuning
7 29 (31.87%) Data Modelling
8 28 (30.77%) Business Intelligence
9 26 (28.57%) Finance
10 24 (26.37%) SQL Server
10 24 (26.37%) Oracle ODI
11 21 (23.08%) PL/SQL
11 21 (23.08%) Teradata
12 20 (21.98%) OLAP
13 19 (20.88%) SAS
14 16 (17.58%) Data Integration
15 15 (16.48%) Algorithms
15 15 (16.48%) Predictive Modelling
15 15 (16.48%) Cognos
16 14 (15.38%) Dimensional Modelling
17 13 (14.29%) Banking
17 13 (14.29%) MS Excel
17 13 (14.29%) DataStage
18 12 (13.19%) Microsoft
18 12 (13.19%) SQL Server Integration Services
18 12 (13.19%) Analytics
19 11 (12.09%) Business Objects
20 10 (10.99%) SAP
20 10 (10.99%) UNIX
20 10 (10.99%) Agile Software Development

ETL
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 2 October 2014, IT contractor jobs across the Hertfordshire region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 19 (20.88%) SAS
2 4 (4.40%) MQSeries
2 4 (4.40%) WebLogic
Applications
1 13 (14.29%) MS Excel
2 2 (2.20%) SPSS
Business Applications
1 2 (2.20%) Oracle Financials
1 2 (2.20%) Oracle Payables
1 2 (2.20%) Oracle Retail
Communications & Networking
1 1 (1.10%) LTE
1 1 (1.10%) Wireshark
1 1 (1.10%) GGSN
1 1 (1.10%) SGSN
1 1 (1.10%) 3GPP
1 1 (1.10%) UMTS
1 1 (1.10%) 3G
Database & Business Intelligence
1 53 (58.24%) Data Warehouse
2 31 (34.07%) Oracle Database
3 24 (26.37%) SQL Server
3 24 (26.37%) Oracle ODI
4 20 (21.98%) OLAP
5 13 (14.29%) DataStage
6 12 (13.19%) SQL Server Integration Services
7 10 (10.99%) Oracle Database 11g
8 9 (9.89%) Base SAS
9 8 (8.79%) PowerCenter
9 8 (8.79%) OLTP
9 8 (8.79%) RDBMS
9 8 (8.79%) Relational Database
9 8 (8.79%) SAP Data Services
9 8 (8.79%) Hadoop
9 8 (8.79%) Oracle OLAP
10 7 (7.69%) QlikView
10 7 (7.69%) SAS Enterprise Miner
11 6 (6.59%) Oracle Database 10g
11 6 (6.59%) MySQL
Development Applications
1 5 (5.49%) ERwin
2 1 (1.10%) WebLogic Workshop
General
1 26 (28.57%) Finance
2 13 (14.29%) Banking
3 8 (8.79%) Pharmaceutical
4 6 (6.59%) Financial Institution
5 5 (5.49%) Telecoms
6 2 (2.20%) Retail
7 1 (1.10%) Games
7 1 (1.10%) Billing
Job Titles
1 51 (56.04%) Developer
2 14 (15.38%) Oracle Developer
3 9 (9.89%) SAS Developer
3 9 (9.89%) Consultant
4 8 (8.79%) Architect
4 8 (8.79%) Analyst
5 7 (7.69%) Tester
6 6 (6.59%) ETL Developer
6 6 (6.59%) Data Scientist
7 5 (5.49%) Data Architect
8 4 (4.40%) Data Analyst
8 4 (4.40%) Business Intelligence Consultant
8 4 (4.40%) SQL Developer
8 4 (4.40%) Teradata Developer
9 3 (3.30%) Informatica ETL Developer
9 3 (3.30%) Informatica Developer
9 3 (3.30%) ETL Consultant
10 2 (2.20%) Software Engineer
10 2 (2.20%) Data Consultant
10 2 (2.20%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 9 (9.89%) XML
2 6 (6.59%) Web Services
3 4 (4.40%) JMS
4 3 (3.30%) MDX
5 2 (2.20%) Middleware
Miscellaneous
1 16 (17.58%) Data Integration
2 15 (16.48%) Algorithms
3 9 (9.89%) Analytical Skills
3 9 (9.89%) Data Structures
4 8 (8.79%) Replication
4 8 (8.79%) Statistics
4 8 (8.79%) Mathematics
5 7 (7.69%) Applied Mathematics
5 7 (7.69%) Computer Science
5 7 (7.69%) Economics
6 6 (6.59%) Mainframe
7 5 (5.49%) N-Tier
8 3 (3.30%) Data Extraction
9 2 (2.20%) Visualisation
10 1 (1.10%) Management Information System
10 1 (1.10%) Client/Server
Operating Systems
1 10 (10.99%) UNIX
2 6 (6.59%) MVS
3 4 (4.40%) Windows
3 4 (4.40%) Linux
Processes & Methodologies
1 30 (32.97%) Performance Tuning
2 29 (31.87%) Data Modelling
3 28 (30.77%) Business Intelligence
4 15 (16.48%) Predictive Modelling
5 14 (15.38%) Dimensional Modelling
6 12 (13.19%) Analytics
7 10 (10.99%) Agile Software Development
8 7 (7.69%) Manual Testing
8 7 (7.69%) Operations Research
9 6 (6.59%) Validation
9 6 (6.59%) Data Architecture
10 5 (5.49%) Kimball Methodology
10 5 (5.49%) Master Data Management
10 5 (5.49%) User Acceptance Testing
10 5 (5.49%) Requirements Analysis
10 5 (5.49%) Data Management
11 4 (4.40%) ERP
11 4 (4.40%) Migration
11 4 (4.40%) Database Tuning
12 3 (3.30%) Stakeholder Engagement
Programming Languages
1 62 (68.13%) SQL
2 21 (23.08%) PL/SQL
3 9 (9.89%) SAS Macro
4 8 (8.79%) Python
5 6 (6.59%) JCL
6 5 (5.49%) Java
6 5 (5.49%) T-SQL
7 4 (4.40%) Perl
7 4 (4.40%) R
8 2 (2.20%) VBA
9 1 (1.10%) C
Qualifications
1 4 (4.40%) Security Cleared
2 3 (3.30%) SC Cleared
3 1 (1.10%) Degree
3 1 (1.10%) Oracle Certification
Quality Assurance & Compliance
1 9 (9.89%) Data Quality
2 6 (6.59%) QA
3 1 (1.10%) SLA
System Software
1 5 (5.49%) Oracle RAC
Systems Management
1 9 (9.89%) HP Quality Center
2 1 (1.10%) Oracle Enterprise Manager
Vendors
1 55 (60.44%) Oracle
2 41 (45.05%) Informatica
3 21 (23.08%) Teradata
4 15 (16.48%) Cognos
5 12 (13.19%) Microsoft
6 11 (12.09%) Business Objects
7 10 (10.99%) SAP
8 9 (9.89%) Ab Initio
9 7 (7.69%) HP
10 4 (4.40%) MicroStrategy
10 4 (4.40%) IBM
10 4 (4.40%) Tableau
11 1 (1.10%) Nokia Solutions and Networks
11 1 (1.10%) Huawei
11 1 (1.10%) Agilent
11 1 (1.10%) Nokia
11 1 (1.10%) EMC