The table below looks at the statistics for ETL skills in IT contracts advertised for the Cheshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 5 February 2016 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
5 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 58 54 52
Rank change year-on-year
-4 -2
Contract jobs citing ETL 14 13 24
As % of all contract IT jobs located in Cheshire 1.50% 1.76% 2.71%
As % of the Processes & Methodologies category 1.86% 2.21% 3.44%
Number of daily rates quoted 9 10 14
Average daily rate £325 £406 £375
Average daily rate % change year-on-year
-20.00% +8.33%
90% offered a daily rate of more than £314 £350 £350
10% offered a daily rate of more than £365 £600 £500
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 1 0
Average hourly rate - £36.00 -
UK excluding London average hourly rate £56.00 £36.50 £31.71
% change year-on-year
+53.42% +15.10%
ETL
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Cheshire region.

Processes & Methodologies Category
Cheshire
Contract IT job ads with a match in the
Processes & Methodologies category
751 587 698
As % of all contract IT jobs located in Cheshire 80.67% 79.43% 78.87%
Number of daily rates quoted 484 360 343
Average daily rate £425 £385 £375
Average daily rate % change year-on-year
+10.38% +2.66%
90% offered a daily rate of more than £288 £275 £252
10% offered a daily rate of more than £625 £530 £565
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 25 32 46
Average hourly rate £22.50 £36.00 £35.00
Average hourly rate % change year-on-year
-37.50% +2.85%
90% offered a hourly rate of more than £13.00 £13.50 £17.15
10% offered a hourly rate of more than £50.00 £45.00 £46.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

ETL
Jobs Demand Trend in Cheshire

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Cheshire region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Cheshire

ETL
Daily Rate Trend in Cheshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Cheshire region.

ETL Daily Rate Trend in Cheshire

ETL
Daily Rate Histogram in Cheshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cheshire region over the 3 months to 5 February 2016.

ETL Daily Rate Histogram in Cheshire

ETL
Hourly Rate Trend in Cheshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Cheshire region.

ETL Hourly Rate Trend in Cheshire

ETL
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ETL within the Cheshire region over the 3 months to 5 February 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
(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
Warrington -8 6 £320 -20.00% 4
Macclesfield - 2 - - 1
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 5 February 2016, IT contractor jobs across the Cheshire 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 42 (71.19%) SQL
2 24 (40.68%) Business Intelligence
2 24 (40.68%) Data Warehouse
2 24 (40.68%) SQL Server Integration Services
3 22 (37.29%) T-SQL
4 21 (35.59%) SQL Server
5 17 (28.81%) Agile Software Development
6 16 (27.12%) SQL Server Reporting Services
6 16 (27.12%) Oracle
7 11 (18.64%) Microsoft
8 10 (16.95%) Finance
8 10 (16.95%) SQL Server Analysis Services
9 9 (15.25%) Data Modelling
10 8 (13.56%) Manufacturing
10 8 (13.56%) Talend Open Studio
10 8 (13.56%) Talend
11 7 (11.86%) QlikView
11 7 (11.86%) Data Management
12 6 (10.17%) Pharmaceutical
12 6 (10.17%) Replication
12 6 (10.17%) User Acceptance Testing
12 6 (10.17%) High Availability
12 6 (10.17%) SQL Server 2012
12 6 (10.17%) Performance Tuning
13 5 (8.47%) Analytical Skills
13 5 (8.47%) Data Centre
13 5 (8.47%) Analytics
13 5 (8.47%) Tableau
13 5 (8.47%) Database Tuning
13 5 (8.47%) Team Foundation Server

ETL
Top Related IT Skills in Cheshire by Category

For the 6 months to 5 February 2016, IT contractor jobs across the Cheshire 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 2 (3.39%) IIS
2 1 (1.69%) Oracle Workflow
2 1 (1.69%) SAS
2 1 (1.69%) Sonic ESB
2 1 (1.69%) Tomcat
2 1 (1.69%) WebSphere
Applications
1 1 (1.69%) MS Excel
Business Applications
1 2 (3.39%) Dynamics NAV
2 1 (1.69%) Dynamics CRM
2 1 (1.69%) Dynamics GP
2 1 (1.69%) Oracle BPM
2 1 (1.69%) Oracle CRM
2 1 (1.69%) SAP Business One
Communications & Networking
1 4 (6.78%) LAN
1 4 (6.78%) NAS
1 4 (6.78%) SAN
Database & Business Intelligence
1 24 (40.68%) Data Warehouse
1 24 (40.68%) SQL Server Integration Services
2 21 (35.59%) SQL Server
3 16 (27.12%) SQL Server Reporting Services
4 10 (16.95%) SQL Server Analysis Services
5 7 (11.86%) QlikView
6 6 (10.17%) SQL Server 2012
7 4 (6.78%) DB2
7 4 (6.78%) Enterprise Data Warehouse
7 4 (6.78%) Oracle Database
7 4 (6.78%) Relational Database
7 4 (6.78%) SQL Server 2008
7 4 (6.78%) SQL Server 2014
8 3 (5.08%) Microsoft Analysis Services
8 3 (5.08%) MongoDB
8 3 (5.08%) Oracle Database 11g
9 2 (3.39%) Star Schema
10 1 (1.69%) DataStage
10 1 (1.69%) OLAP
10 1 (1.69%) RDBMS
Development Applications
1 8 (13.56%) Talend Open Studio
2 5 (8.47%) Team Foundation Server
3 1 (1.69%) Selenium
3 1 (1.69%) Subversion
3 1 (1.69%) WebDriver
General
1 10 (16.95%) Finance
2 8 (13.56%) Manufacturing
3 6 (10.17%) Pharmaceutical
4 5 (8.47%) Banking
5 1 (1.69%) Advertising
5 1 (1.69%) Investment Banking
5 1 (1.69%) Legal
5 1 (1.69%) Marketing
5 1 (1.69%) Private Banking
Job Titles
1 32 (54.24%) Developer
2 15 (25.42%) SQL Developer
3 10 (16.95%) ETL Developer
4 9 (15.25%) Business Intelligence Developer
5 7 (11.86%) Analyst
5 7 (11.86%) Architect
6 6 (10.17%) Data Analyst
6 6 (10.17%) Test Analyst
6 6 (10.17%) T-SQL Developer
7 5 (8.47%) Consultant
7 5 (8.47%) Oracle Developer
7 5 (8.47%) SQL BI Developer
8 4 (6.78%) Database Architect
8 4 (6.78%) Project Manager
8 4 (6.78%) QlikView Developer
8 4 (6.78%) SQL Server Developer
9 3 (5.08%) ETL Consultant
9 3 (5.08%) Infrastructure Architect
10 2 (3.39%) Business Intelligence Analyst
10 2 (3.39%) Environment Manager
Libraries, Frameworks & Software Standards
1 4 (6.78%) HTML
2 3 (5.08%) SOAP
2 3 (5.08%) Web Services
3 2 (3.39%) AngularJS
3 2 (3.39%) CSS
3 2 (3.39%) CSS3
3 2 (3.39%) HTML5
3 2 (3.39%) jQuery
3 2 (3.39%) XML
3 2 (3.39%) XML Schema
4 1 (1.69%) Apache CXF
4 1 (1.69%) JMS
4 1 (1.69%) JSON
4 1 (1.69%) MDX
4 1 (1.69%) Middleware
4 1 (1.69%) RESTful
4 1 (1.69%) Spring
Miscellaneous
1 6 (10.17%) Replication
2 5 (8.47%) Analytical Skills
2 5 (8.47%) Data Centre
3 4 (6.78%) CMDB
4 3 (5.08%) AS400
4 3 (5.08%) Data Extraction
4 3 (5.08%) User Experience
4 3 (5.08%) Visualisation
5 2 (3.39%) Life Science
6 1 (1.69%) Credit Risk
6 1 (1.69%) Data Integration
6 1 (1.69%) Data Structures
6 1 (1.69%) NHS
Operating Systems
1 5 (8.47%) Windows
2 4 (6.78%) Linux
2 4 (6.78%) MVS
2 4 (6.78%) Red Hat Enterprise Linux
3 3 (5.08%) VME
4 2 (3.39%) Windows Server
4 2 (3.39%) Windows Server 2008
5 1 (1.69%) Solaris
5 1 (1.69%) SUSE Linux Enterprise Server
5 1 (1.69%) Unix
Processes & Methodologies
1 24 (40.68%) Business Intelligence
2 17 (28.81%) Agile Software Development
3 9 (15.25%) Data Modelling
4 7 (11.86%) Data Management
5 6 (10.17%) High Availability
5 6 (10.17%) Performance Tuning
5 6 (10.17%) User Acceptance Testing
6 5 (8.47%) Analytics
6 5 (8.47%) Database Tuning
7 4 (6.78%) Change Management
7 4 (6.78%) Migration
7 4 (6.78%) Project Management
8 3 (5.08%) CRM
8 3 (5.08%) Load Balancing
8 3 (5.08%) Translating Business Requirements
8 3 (5.08%) Validation
9 2 (3.39%) Defect Management
9 2 (3.39%) Re-Platforming
9 2 (3.39%) Security Architecture
9 2 (3.39%) Unit Testing
Programming Languages
1 42 (71.19%) SQL
2 22 (37.29%) T-SQL
3 5 (8.47%) PL/SQL
4 2 (3.39%) Java
4 2 (3.39%) JavaScript
5 1 (1.69%) C
5 1 (1.69%) VBA
Quality Assurance & Compliance
1 1 (1.69%) Data Quality
1 1 (1.69%) QA
System Software
1 2 (3.39%) VMware Infrastructure
Systems Management
1 1 (1.69%) WebSphere Cast Iron
Vendors
1 16 (27.12%) Oracle
2 11 (18.64%) Microsoft
3 8 (13.56%) Talend
4 5 (8.47%) Informatica
4 5 (8.47%) SAP
4 5 (8.47%) Tableau
5 2 (3.39%) VMware
6 1 (1.69%) IBM
6 1 (1.69%) NetSuite
6 1 (1.69%) Pega
6 1 (1.69%) Sage
6 1 (1.69%) Software AG
6 1 (1.69%) Vertica
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