The table below looks at the statistics for ETL skills in IT contracts advertised for the North West region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 3 July 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
3 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 49 67 68
Rank change year-on-year
+18 +1
Contract jobs citing ETL 106 66 55
As % of all contract IT jobs located in the North West 2.88% 2.20% 2.21%
As % of the Processes & Methodologies category 3.77% 3.01% 3.03%
Number of daily rates quoted 74 35 30
Average daily rate
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of your Daily Rate
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£413 £365 £369
Average daily rate % change year-on-year
+13.01% -1.01%
90% offered a daily rate of more than £300 £297 £330
10% offered a daily rate of more than £525 £550 £495
UK excluding London average daily rate £389 £375 £375
% change year-on-year
+3.66% -
Number of hourly rates quoted 1 2 1
Average hourly rate £33.00 £39.08 £30.00
Average hourly rate % change year-on-year
-15.54% +30.25%
UK excluding London average hourly rate £30.00 £37.80 £30.00
% change year-on-year
-20.63% +26.00%
ETL
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 North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2814 2193 1815
As % of all contract IT jobs located in the North West 76.34% 73.12% 72.98%
Number of daily rates quoted 1669 1165 895
Average daily rate £388 £375 £350
Average daily rate % change year-on-year
+3.33% +7.14%
90% offered a daily rate of more than £275 £265 £243
10% offered a daily rate of more than £563 £549 £450
UK excluding London average daily rate £388 £375 £370
% change year-on-year
+3.33% +1.35%
Number of hourly rates quoted 124 93 83
Average hourly rate £34.00 £26.83 £21.00
Average hourly rate % change year-on-year
+26.72% +27.76%
90% offered a hourly rate of more than £14.50 £15.00 £12.50
10% offered a hourly rate of more than £50.80 £45.00 £75.00
UK excluding London average hourly rate £30.00 £28.50 £30.50
% change year-on-year
+5.26% -6.55%

ETL
Jobs Demand Trend in the North West

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

ETL Jobs Demand Trend in the North West

ETL
Daily Rate Trend in the North West

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

ETL Daily Rate Trend in the North West

ETL
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the North West region over the 3 months to 3 July 2015.

ETL Daily Rate Histogram in the North West

ETL
Hourly Rate Trend in the North West

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

ETL Hourly Rate Trend in the North West

ETL
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ETL within the North West region over the 3 months to 3 July 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
Cheshire +20 37 £400 +6.66% 6
Manchester +4 35 £413 -15.60% 16
Merseyside -1 14 £298 -
Lancashire -8 8 £500 +42.85% 1
Cumbria -17 1 £260 -50.71%
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 3 July 2015, IT contractor jobs across the North West 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.

1 136 (60.18%) SQL
2 97 (42.92%) Data Warehouse
3 88 (38.94%) Business Intelligence
4 76 (33.63%) SQL Server Integration Services
5 71 (31.42%) SQL Server
6 57 (25.22%) SQL Server Reporting Services
7 56 (24.78%) T-SQL
8 44 (19.47%) Oracle
8 44 (19.47%) Finance
9 43 (19.03%) Agile Software Development
10 37 (16.37%) Migration
11 31 (13.72%) Informatica
11 31 (13.72%) SAS
12 30 (13.27%) Talend Open Studio
12 30 (13.27%) Talend
13 28 (12.39%) SQL Server Analysis Services
13 28 (12.39%) Data Analysis
14 27 (11.95%) Analytical Skills
15 26 (11.50%) Microsoft
16 25 (11.06%) Data Modelling
16 25 (11.06%) SQL Server 2008
17 24 (10.62%) Relational Database
18 22 (9.73%) Data Structures
19 21 (9.29%) SQL Server 2012
19 21 (9.29%) Business Objects
19 21 (9.29%) QlikView
20 20 (8.85%) Oracle Database
21 19 (8.41%) Analytics
21 19 (8.41%) Data Migration
21 19 (8.41%) RDBMS

ETL
Top Related IT Skills in the North West by Category

For the 6 months to 3 July 2015, IT contractor jobs across the North West 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 31 (13.72%) SAS
2 5 (2.21%) SharePoint
3 2 (0.88%) WebSphere
4 1 (0.44%) IIS
4 1 (0.44%) ArcGIS
4 1 (0.44%) Oracle Workflow
4 1 (0.44%) Oracle Spatial
Applications
1 16 (7.08%) MS Excel
2 7 (3.10%) PowerPivot
3 6 (2.65%) MS Office
4 3 (1.33%) MS Visio
5 1 (0.44%) SPSS
Business Applications
1 4 (1.77%) Cognos Business Intelligence
1 4 (1.77%) SAP HCM
2 2 (0.88%) SAP Oil and Gas
2 2 (0.88%) Dynamics AX
3 1 (0.44%) ResourceLink
3 1 (0.44%) Temenos T24
3 1 (0.44%) Oracle Financials
3 1 (0.44%) SAP FI
3 1 (0.44%) SAP FI/CO
3 1 (0.44%) Summit
3 1 (0.44%) SAP CO
3 1 (0.44%) Oracle EBS R12
3 1 (0.44%) Finacle
Cloud Services
1 5 (2.21%) PaaS
2 4 (1.77%) SuccessFactors
2 4 (1.77%) Amazon AWS
3 2 (0.88%) OpenShift
4 1 (0.44%) iPaaS
4 1 (0.44%) Google Analytics
Communications & Networking
1 3 (1.33%) Firewall
2 2 (0.88%) LDAP
3 1 (0.44%) ATM
3 1 (0.44%) VPN
3 1 (0.44%) 3G
3 1 (0.44%) DWDM
3 1 (0.44%) 2G
Database & Business Intelligence
1 97 (42.92%) Data Warehouse
2 76 (33.63%) SQL Server Integration Services
3 71 (31.42%) SQL Server
4 57 (25.22%) SQL Server Reporting Services
5 28 (12.39%) SQL Server Analysis Services
6 25 (11.06%) SQL Server 2008
7 24 (10.62%) Relational Database
8 21 (9.29%) SQL Server 2012
8 21 (9.29%) QlikView
9 20 (8.85%) Oracle Database
10 19 (8.41%) RDBMS
11 15 (6.64%) SAS Data Integration Studio
12 14 (6.19%) OLAP
13 12 (5.31%) OLAP Cube
14 10 (4.42%) Big Data
15 8 (3.54%) Oracle BI EE
16 7 (3.10%) Crystal Reports
16 7 (3.10%) Oracle Reports
16 7 (3.10%) Base SAS
16 7 (3.10%) MongoDB
Development Applications
1 30 (13.27%) Talend Open Studio
2 7 (3.10%) SQL Server Management Studio (SSMS)
3 5 (2.21%) Visual Studio
4 3 (1.33%) ERwin
5 2 (0.88%) LSMW
5 2 (0.88%) Maven
5 2 (0.88%) SoapUI
6 1 (0.44%) Selenium
6 1 (0.44%) TestDirector
6 1 (0.44%) Team Foundation Server
6 1 (0.44%) Cucumber
General
1 44 (19.47%) Finance
2 13 (5.75%) Banking
3 8 (3.54%) Retail
3 8 (3.54%) Manufacturing
4 5 (2.21%) Marketing
5 4 (1.77%) Pharmaceutical
6 3 (1.33%) Telecoms
6 3 (1.33%) Publishing
7 2 (0.88%) General Ledger
7 2 (0.88%) Legal
7 2 (0.88%) Electronics
7 2 (0.88%) Aerospace
8 1 (0.44%) Law
8 1 (0.44%) Advertising
8 1 (0.44%) Local Government
8 1 (0.44%) Retail Banking
Job Titles
1 109 (48.23%) Developer
2 45 (19.91%) SQL Developer
3 40 (17.70%) Analyst
4 27 (11.95%) ETL Developer
5 24 (10.62%) Data Analyst
6 23 (10.18%) Business Intelligence Developer
7 22 (9.73%) Architect
7 22 (9.73%) Consultant
8 10 (4.42%) Data Architect
8 10 (4.42%) SQL Server Developer
9 7 (3.10%) Project Manager
9 7 (3.10%) SAS Consultant
10 6 (2.65%) Talend Developer
10 6 (2.65%) Business Intelligence Consultant
10 6 (2.65%) Oracle Developer
10 6 (2.65%) Senior Developer
10 6 (2.65%) Business Developer
11 5 (2.21%) Data Warehouse Architect
11 5 (2.21%) SAS Developer
11 5 (2.21%) Data Warehouse Consultant
Libraries, Frameworks & Software Standards
1 14 (6.19%) Web Services
2 8 (3.54%) .NET
3 6 (2.65%) XML
4 5 (2.21%) Middleware
4 5 (2.21%) MDX
5 4 (1.77%) HTML
6 2 (0.88%) Spring
6 2 (0.88%) XHTML
6 2 (0.88%) Struts
Miscellaneous
1 27 (11.95%) Analytical Skills
2 22 (9.73%) Data Structures
3 11 (4.87%) Data Integration
4 7 (3.10%) Replication
4 7 (3.10%) Private Cloud
5 6 (2.65%) NHS
6 5 (2.21%) Mainframe
6 5 (2.21%) Management Information System
7 4 (1.77%) Data Protection Act
7 4 (1.77%) Informatics
8 3 (1.33%) Credit Risk
8 3 (1.33%) IBM Mainframe
8 3 (1.33%) Visualisation
8 3 (1.33%) Clustering
8 3 (1.33%) Data Extraction
9 2 (0.88%) PKI
9 2 (0.88%) DTV
10 1 (0.44%) GIS
10 1 (0.44%) EFT
10 1 (0.44%) User Experience
Operating Systems
1 15 (6.64%) UNIX
2 9 (3.98%) Linux
3 8 (3.54%) Solaris
3 8 (3.54%) Windows
4 1 (0.44%) AIX
4 1 (0.44%) HPUX
Processes & Methodologies
1 88 (38.94%) Business Intelligence
2 43 (19.03%) Agile Software Development
3 37 (16.37%) Migration
4 28 (12.39%) Data Analysis
5 25 (11.06%) Data Modelling
6 19 (8.41%) Data Migration
6 19 (8.41%) Analytics
7 16 (7.08%) Data Management
7 16 (7.08%) Data Transformation
8 15 (6.64%) Validation
9 13 (5.75%) Kimball Methodology
10 12 (5.31%) Data Security
11 11 (4.87%) Open Source
11 11 (4.87%) ETL Development
12 10 (4.42%) E-Commerce
13 9 (3.98%) SDLC
14 8 (3.54%) Performance Tuning
14 8 (3.54%) Stakeholder Management
14 8 (3.54%) TOGAF
14 8 (3.54%) Data Cleansing
Programming Languages
1 136 (60.18%) SQL
2 56 (24.78%) T-SQL
3 11 (4.87%) Java
4 8 (3.54%) C#
4 8 (3.54%) PL/SQL
5 5 (2.21%) VBA
6 4 (1.77%) R
7 3 (1.33%) JavaScript
8 2 (0.88%) C
9 1 (0.44%) Python
9 1 (0.44%) Shell Script
9 1 (0.44%) Korn
9 1 (0.44%) SAS Macro
9 1 (0.44%) C-shell
9 1 (0.44%) Data Analysis Expressions (DAX)
9 1 (0.44%) ABAP
Qualifications
1 9 (3.98%) Security Cleared
2 4 (1.77%) Degree
3 3 (1.33%) SC Cleared
4 1 (0.44%) BC Cleared
4 1 (0.44%) ISEB
4 1 (0.44%) ITIL Certification
4 1 (0.44%) PMP
4 1 (0.44%) PMI Certification
Quality Assurance & Compliance
1 15 (6.64%) QA
2 3 (1.33%) FINREP
3 1 (0.44%) Solvency II
3 1 (0.44%) Data Quality
Vendors
1 44 (19.47%) Oracle
2 31 (13.72%) Informatica
3 30 (13.27%) Talend
4 26 (11.50%) Microsoft
5 21 (9.29%) Business Objects
6 16 (7.08%) SAP
6 16 (7.08%) Tableau
7 8 (3.54%) Teradata
8 7 (3.10%) Cognos
9 5 (2.21%) Vertica
10 4 (1.77%) PeopleSoft
11 3 (1.33%) IBM
11 3 (1.33%) MicroStrategy
11 3 (1.33%) Ab Initio
12 2 (0.88%) Red Hat
12 2 (0.88%) Hyperion
12 2 (0.88%) Cisco
12 2 (0.88%) Sybase
13 1 (0.44%) HP
13 1 (0.44%) Nortel
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