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 29 January 2015 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
29 Jan 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 40 52 48
Rank change year-on-year
+12 -4
Contract jobs citing ETL 23 12 21
As % of all contract IT jobs located in Hertfordshire 3.52% 1.93% 2.71%
As % of the Processes & Methodologies category 4.77% 2.76% 3.87%
Number of daily rates quoted 12 9 18
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£330 £425 £333
Average daily rate % change year-on-year
-22.35% +27.81%
90% offered a daily rate of more than £325 £405 £238
10% offered a daily rate of more than £461 £450 £400
UK excluding London average daily rate £400 £370 £340
% change year-on-year
+8.10% +8.82%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £36.50 £31.71 £37.50
% change year-on-year
+15.10% -15.44%
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
482 434 542
As % of all contract IT jobs located in Hertfordshire 73.81% 69.66% 70.03%
Number of daily rates quoted 268 224 316
Average daily rate £415 £400 £400
Average daily rate % change year-on-year
+3.75% -
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £550 £600
UK excluding London average daily rate £398 £375 £360
% change year-on-year
+6.00% +4.16%
Number of hourly rates quoted 22 24 21
Average hourly rate £33.50 £25.00 £37.50
Average hourly rate % change year-on-year
+34.00% -33.33%
90% offered a hourly rate of more than £12.50 £15.00 £14.75
10% offered a hourly rate of more than £40.00 £37.50 £118.75
UK excluding London average hourly rate £26.00 £27.50 £31.07
% change year-on-year
-5.45% -11.49%

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 29 January 2015.

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 29 January 2015. 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
St Albans -2 6 £375 -7.40%
Watford - 2 £300 -
Welwyn Garden City - - - -
ETL
East of England

ETL
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 29 January 2015, 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 51 (65.38%) SQL
2 43 (55.13%) Oracle
2 43 (55.13%) Data Warehouse
3 35 (44.87%) Informatica
4 30 (38.46%) Performance Tuning
5 26 (33.33%) Business Intelligence
5 26 (33.33%) Finance
6 24 (30.77%) Teradata
6 24 (30.77%) SAS
7 23 (29.49%) Oracle ODI
8 22 (28.21%) Oracle Database
9 20 (25.64%) Data Modelling
9 20 (25.64%) OLAP
10 19 (24.36%) SQL Server
10 19 (24.36%) Data Integration
10 19 (24.36%) Predictive Modelling
10 19 (24.36%) Algorithms
11 17 (21.79%) MS Excel
11 17 (21.79%) Cognos
12 15 (19.23%) Dimensional Modelling
12 15 (19.23%) Analytics
13 14 (17.95%) Microsoft
14 13 (16.67%) SAP
14 13 (16.67%) QlikView
14 13 (16.67%) User Acceptance Testing
15 12 (15.38%) Statistics
15 12 (15.38%) Python
15 12 (15.38%) Hadoop
16 11 (14.10%) UNIX
16 11 (14.10%) Operations Research

ETL
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 29 January 2015, 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 24 (30.77%) SAS
Applications
1 17 (21.79%) MS Excel
2 2 (2.56%) SPSS
Business Applications
1 7 (8.97%) Oracle Financials
1 7 (8.97%) Oracle Payables
2 2 (2.56%) Oracle Retail
Database & Business Intelligence
1 43 (55.13%) Data Warehouse
2 23 (29.49%) Oracle ODI
3 22 (28.21%) Oracle Database
4 20 (25.64%) OLAP
5 19 (24.36%) SQL Server
6 13 (16.67%) QlikView
7 12 (15.38%) Hadoop
8 11 (14.10%) SAS Enterprise Miner
9 10 (12.82%) Base SAS
9 10 (12.82%) SQL Server Integration Services
10 8 (10.26%) Data Mart
11 7 (8.97%) DataStage
11 7 (8.97%) OLTP
11 7 (8.97%) Oracle OLAP
11 7 (8.97%) Oracle Database 11g
12 6 (7.69%) SAP Data Services
12 6 (7.69%) Snowflake Schema
12 6 (7.69%) Star Schema
12 6 (7.69%) MySQL
13 5 (6.41%) BusinessObjects
Development Applications
1 8 (10.26%) ERwin
2 1 (1.28%) LSMW
General
1 26 (33.33%) Finance
2 10 (12.82%) Banking
3 7 (8.97%) Financial Institution
4 6 (7.69%) Retail
5 4 (5.13%) Pharmaceutical
6 1 (1.28%) Publishing
Job Titles
1 38 (48.72%) Developer
2 10 (12.82%) Data Analyst
2 10 (12.82%) Analyst
3 9 (11.54%) Data Scientist
3 9 (11.54%) SAS Developer
4 8 (10.26%) Oracle Developer
5 7 (8.97%) Architect
6 5 (6.41%) Data Architect
6 5 (6.41%) ETL Developer
6 5 (6.41%) Team Leader
7 4 (5.13%) Teradata Developer
7 4 (5.13%) SQL Developer
7 4 (5.13%) Business Data Analyst
7 4 (5.13%) Business Analyst
7 4 (5.13%) Tester
8 2 (2.56%) QlikView Developer
8 2 (2.56%) Senior Data Architect
8 2 (2.56%) Senior Architect
8 2 (2.56%) XML Developer
8 2 (2.56%) Data Consultant
Libraries, Frameworks & Software Standards
1 7 (8.97%) XML
2 3 (3.85%) MDX
3 2 (2.56%) Middleware
3 2 (2.56%) Web Services
Miscellaneous
1 19 (24.36%) Data Integration
1 19 (24.36%) Algorithms
2 12 (15.38%) Statistics
3 11 (14.10%) Mathematics
3 11 (14.10%) Applied Mathematics
3 11 (14.10%) Computer Science
3 11 (14.10%) Economics
4 10 (12.82%) Analytical Skills
5 9 (11.54%) Data Structures
6 7 (8.97%) Visualisation
7 6 (7.69%) Mainframe
8 4 (5.13%) Kindle
8 4 (5.13%) Replication
8 4 (5.13%) Management Information System
9 1 (1.28%) NHS
9 1 (1.28%) Credit Risk
Operating Systems
1 11 (14.10%) UNIX
2 6 (7.69%) MVS
3 4 (5.13%) Windows
3 4 (5.13%) Linux
Processes & Methodologies
1 30 (38.46%) Performance Tuning
2 26 (33.33%) Business Intelligence
3 20 (25.64%) Data Modelling
4 19 (24.36%) Predictive Modelling
5 15 (19.23%) Dimensional Modelling
5 15 (19.23%) Analytics
6 13 (16.67%) User Acceptance Testing
7 11 (14.10%) Operations Research
8 10 (12.82%) Agile Software Development
9 9 (11.54%) Requirements Analysis
10 8 (10.26%) Project Management
11 7 (8.97%) ERP
11 7 (8.97%) Business Analysis
12 6 (7.69%) Coaching
12 6 (7.69%) Test Strategy
12 6 (7.69%) Data Analysis
13 5 (6.41%) Data Management
13 5 (6.41%) Master Data Management
14 4 (5.13%) Kimball Methodology
14 4 (5.13%) Data Architecture
Programming Languages
1 51 (65.38%) SQL
2 12 (15.38%) Python
3 10 (12.82%) PL/SQL
4 9 (11.54%) SAS Macro
5 7 (8.97%) R
6 6 (7.69%) JCL
7 5 (6.41%) T-SQL
8 4 (5.13%) Perl
9 2 (2.56%) VBA
10 1 (1.28%) C
Quality Assurance & Compliance
1 11 (14.10%) QA
2 7 (8.97%) Data Quality
3 4 (5.13%) ISO 9001
4 1 (1.28%) SLA
Systems Management
1 4 (5.13%) HP Quality Center
2 1 (1.28%) Oracle Enterprise Manager
Vendors
1 43 (55.13%) Oracle
2 35 (44.87%) Informatica
3 24 (30.77%) Teradata
4 17 (21.79%) Cognos
5 14 (17.95%) Microsoft
6 13 (16.67%) SAP
7 9 (11.54%) Ab Initio
8 7 (8.97%) Business Objects
8 7 (8.97%) Tableau
9 4 (5.13%) IBM
9 4 (5.13%) MicroStrategy
10 3 (3.85%) HP
11 1 (1.28%) EMC
11 1 (1.28%) JD Edwards
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