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 26 November 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
26 Nov 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 31 52 60
Rank change year-on-year
+21 +8
Contract jobs citing ETL 35 6 20
As % of all contract IT jobs located in Hertfordshire 4.90% 1.04% 2.04%
As % of the Processes & Methodologies category 6.60% 1.52% 3.03%
Number of daily rates quoted 27 4 19
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£330 £385 £375
Average daily rate % change year-on-year
-14.28% +2.66%
90% offered a daily rate of more than £233 £363 £227
10% offered a daily rate of more than £380 £489 £430
UK excluding London average daily rate £375 £365 £350
% change year-on-year
+2.73% +4.28%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £37.88 £31.50 £36.00
% change year-on-year
+20.23% -12.50%
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
530 396 659
As % of all contract IT jobs located in Hertfordshire 74.13% 68.87% 67.38%
Number of daily rates quoted 322 195 350
Average daily rate £400 £400 £425
Average daily rate % change year-on-year
- -5.88%
90% offered a daily rate of more than £265 £275 £250
10% offered a daily rate of more than £550 £523 £550
UK excluding London average daily rate £385 £363 £368
% change year-on-year
+6.20% -1.36%
Number of hourly rates quoted 19 19 36
Average hourly rate £22.00 £32.75 £24.00
Average hourly rate % change year-on-year
-32.82% +36.45%
90% offered a hourly rate of more than £11.00 £11.00 £9.55
10% offered a hourly rate of more than £41.50 £46.00 £41.00
UK excluding London average hourly rate £25.00 £27.50 £29.50
% change year-on-year
-9.09% -6.77%

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 26 November 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 26 November 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 - 7 £235 -
St Albans +2 3 £323 -11.64%
Watford - 2 - - 1
Stevenage - - - -
Hemel Hempstead - - - -
Letchworth - - - - 1
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 November 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 61 (67.78%) SQL
2 53 (58.89%) Oracle
3 50 (55.56%) Data Warehouse
4 40 (44.44%) Informatica
5 34 (37.78%) Performance Tuning
6 31 (34.44%) Finance
7 29 (32.22%) Oracle Database
8 28 (31.11%) Oracle ODI
8 28 (31.11%) Business Intelligence
9 26 (28.89%) Data Modelling
10 24 (26.67%) SQL Server
10 24 (26.67%) Teradata
11 23 (25.56%) SAS
12 22 (24.44%) OLAP
13 20 (22.22%) Data Integration
14 19 (21.11%) Predictive Modelling
14 19 (21.11%) Algorithms
14 19 (21.11%) PL/SQL
15 17 (18.89%) MS Excel
16 16 (17.78%) Cognos
16 16 (17.78%) Microsoft
16 16 (17.78%) Dimensional Modelling
17 14 (15.56%) Banking
18 13 (14.44%) SQL Server Integration Services
19 12 (13.33%) Statistics
19 12 (13.33%) Mathematics
19 12 (13.33%) DataStage
19 12 (13.33%) Python
19 12 (13.33%) Oracle Database 11g
19 12 (13.33%) Hadoop

ETL
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 26 November 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 23 (25.56%) SAS
2 4 (4.44%) WebLogic
2 4 (4.44%) MQSeries
Applications
1 17 (18.89%) MS Excel
2 2 (2.22%) SPSS
Business Applications
1 4 (4.44%) Oracle Payables
1 4 (4.44%) Oracle Financials
2 2 (2.22%) Oracle Retail
Database & Business Intelligence
1 50 (55.56%) Data Warehouse
2 29 (32.22%) Oracle Database
3 28 (31.11%) Oracle ODI
4 24 (26.67%) SQL Server
5 22 (24.44%) OLAP
6 13 (14.44%) SQL Server Integration Services
7 12 (13.33%) DataStage
7 12 (13.33%) Oracle Database 11g
7 12 (13.33%) Hadoop
8 11 (12.22%) SAS Enterprise Miner
8 11 (12.22%) QlikView
9 9 (10.00%) Base SAS
10 8 (8.89%) Relational Database
10 8 (8.89%) OLTP
10 8 (8.89%) RDBMS
10 8 (8.89%) Data Mart
10 8 (8.89%) Oracle OLAP
11 7 (7.78%) SAP Data Services
12 6 (6.67%) MySQL
13 5 (5.56%) PowerCenter
Development Applications
1 8 (8.89%) ERwin
2 1 (1.11%) WebLogic Workshop
General
1 31 (34.44%) Finance
2 14 (15.56%) Banking
3 7 (7.78%) Financial Institution
4 5 (5.56%) Pharmaceutical
5 3 (3.33%) Telecoms
6 2 (2.22%) Retail
7 1 (1.11%) Publishing
7 1 (1.11%) Games
Job Titles
1 52 (57.78%) Developer
2 14 (15.56%) Oracle Developer
3 9 (10.00%) SAS Developer
3 9 (10.00%) Data Scientist
4 7 (7.78%) Architect
5 6 (6.67%) Consultant
5 6 (6.67%) SQL Developer
6 5 (5.56%) ETL Developer
6 5 (5.56%) Data Architect
6 5 (5.56%) Tester
6 5 (5.56%) Analyst
7 4 (4.44%) Teradata Developer
7 4 (4.44%) Business Intelligence Consultant
7 4 (4.44%) Data Analyst
8 3 (3.33%) Data Warehouse Consultant
8 3 (3.33%) Data Consultant
9 2 (2.22%) Senior Data Architect
9 2 (2.22%) Senior Architect
9 2 (2.22%) Senior Business Intelligence Consultant
9 2 (2.22%) QlikView Developer
Libraries, Frameworks & Software Standards
1 9 (10.00%) XML
2 6 (6.67%) Web Services
3 4 (4.44%) JMS
3 4 (4.44%) MDX
4 2 (2.22%) Middleware
Miscellaneous
1 20 (22.22%) Data Integration
2 19 (21.11%) Algorithms
3 12 (13.33%) Statistics
3 12 (13.33%) Mathematics
4 11 (12.22%) Applied Mathematics
4 11 (12.22%) Computer Science
4 11 (12.22%) Economics
5 9 (10.00%) Analytical Skills
5 9 (10.00%) Data Structures
6 8 (8.89%) Replication
7 6 (6.67%) Mainframe
8 5 (5.56%) N-Tier
9 4 (4.44%) Visualisation
10 1 (1.11%) Client/Server
Operating Systems
1 8 (8.89%) UNIX
2 6 (6.67%) MVS
3 4 (4.44%) Windows
3 4 (4.44%) Linux
Processes & Methodologies
1 34 (37.78%) Performance Tuning
2 28 (31.11%) Business Intelligence
3 26 (28.89%) Data Modelling
4 19 (21.11%) Predictive Modelling
5 16 (17.78%) Dimensional Modelling
6 12 (13.33%) Analytics
7 11 (12.22%) Operations Research
8 9 (10.00%) Agile Software Development
9 8 (8.89%) User Acceptance Testing
9 8 (8.89%) Requirements Analysis
10 7 (7.78%) Logical Data Model
10 7 (7.78%) Physical Data Model
11 6 (6.67%) ERP
12 5 (5.56%) Data Management
12 5 (5.56%) Project Management
12 5 (5.56%) Kimball Methodology
12 5 (5.56%) Master Data Management
13 4 (4.44%) Data Architecture
13 4 (4.44%) Database Tuning
13 4 (4.44%) Manual Testing
Programming Languages
1 61 (67.78%) SQL
2 19 (21.11%) PL/SQL
3 12 (13.33%) Python
4 9 (10.00%) SAS Macro
5 7 (7.78%) T-SQL
5 7 (7.78%) R
6 6 (6.67%) JCL
7 5 (5.56%) Java
8 4 (4.44%) Perl
9 2 (2.22%) VBA
10 1 (1.11%) C
Qualifications
1 3 (3.33%) Security Cleared
2 2 (2.22%) SC Cleared
3 1 (1.11%) Degree
3 1 (1.11%) Oracle Certification
Quality Assurance & Compliance
1 8 (8.89%) QA
2 7 (7.78%) Data Quality
3 1 (1.11%) SLA
System Software
1 5 (5.56%) Oracle RAC
Systems Management
1 5 (5.56%) HP Quality Center
2 1 (1.11%) Oracle Enterprise Manager
Vendors
1 53 (58.89%) Oracle
2 40 (44.44%) Informatica
3 24 (26.67%) Teradata
4 16 (17.78%) Cognos
4 16 (17.78%) Microsoft
5 11 (12.22%) Business Objects
5 11 (12.22%) SAP
6 9 (10.00%) Ab Initio
7 4 (4.44%) Tableau
7 4 (4.44%) MicroStrategy
7 4 (4.44%) HP
7 4 (4.44%) IBM
8 1 (1.11%) EMC