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 contractor rates offered in IT contracts that have cited ETL over the 3 months to 27 May 2016 with a comparison to the same period over 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.

3 months to
27 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 65 51 72
Rank change year-on-year
-14 +21
Contract jobs citing ETL 103 117 72
As % of all contract IT jobs located in the North West 2.61% 3.18% 2.35%
As % of the Processes & Methodologies category 3.18% 4.10% 3.13%
Number of daily rates quoted 82 71 41
Median daily rate £413 £400 £363
Median daily rate % change year-on-year
+3.12% +10.34%
90% offered a daily rate of more than £325 £298 £300
10% offered a daily rate of more than £500 £505 £513
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 0 2
Median hourly rate £20.50 - £39.08
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
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
3234 2852 2298
As % of all contract IT jobs located in the North West 81.81% 77.54% 74.85%
Number of daily rates quoted 2013 1642 1204
Median daily rate £425 £393 £388
Median daily rate % change year-on-year
+8.28% +1.29%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 70 139 115
Median hourly rate £36.00 £35.00 £31.50
Median hourly rate % change year-on-year
+2.85% +11.11%
90% offered a hourly rate of more than £17.00 £14.00 £14.10
10% offered a hourly rate of more than £48.50 £60.00 £45.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

ETL
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing ETL as a proportion of all IT contracts with a match in 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 27 May 2016.

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 median contractor rates quoted in IT jobs citing ETL within the North West region over the 3 months to 27 May 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire 0 61 £413 +1.53% 4
Manchester -35 21 £383 +2.00% 14
Merseyside -5 10 £394 +32.35% 3
Lancashire 0 6 £294 -32.47%
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 27 May 2016, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the North West region with a requirement for ETL.

1 135 (68.53%) SQL
2 80 (40.61%) SQL Server
3 74 (37.56%) Oracle
4 65 (32.99%) Data Modelling
5 62 (31.47%) Talend Open Studio
5 62 (31.47%) Talend
6 60 (30.46%) Business Intelligence
7 52 (26.40%) T-SQL
8 46 (23.35%) Agile Software Development
9 44 (22.34%) Data Warehouse
10 42 (21.32%) Migration
10 42 (21.32%) SQL Server Integration Services
11 38 (19.29%) Finance
12 36 (18.27%) Microsoft
13 34 (17.26%) PL/SQL
13 34 (17.26%) Continuous Integration
14 33 (16.75%) SQL Server Analysis Services
14 33 (16.75%) Java
15 32 (16.24%) ERwin
16 30 (15.23%) Data Migration
17 29 (14.72%) SQL Server Reporting Services
18 28 (14.21%) Informatica
19 22 (11.17%) Performance Tuning
20 21 (10.66%) Kimball Methodology
20 21 (10.66%) Analytics
20 21 (10.66%) Vertica
20 21 (10.66%) OLAP Cube
20 21 (10.66%) OLAP
20 21 (10.66%) Data Integration
21 20 (10.15%) Dimensional Modelling

ETL
Top Related IT Skills in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 16 (8.12%) SAS
2 4 (2.03%) SharePoint
3 1 (0.51%) Apache Spark
3 1 (0.51%) BizTalk Server
Applications
1 13 (6.60%) MS Excel
2 4 (2.03%) MS Office
3 3 (1.52%) MS PowerPoint
4 2 (1.02%) SPSS
Business Applications
1 8 (4.06%) Oracle EBS R12
2 7 (3.55%) SAP MDM
3 3 (1.52%) Dynamics AX
3 3 (1.52%) Oracle EBS
4 2 (1.02%) Dynamics CRM
4 2 (1.02%) Oracle Applications
5 1 (0.51%) Oracle Retail
Cloud Services
1 13 (6.60%) Amazon AWS
2 11 (5.58%) Amazon Kinesis
2 11 (5.58%) Amazon S3
2 11 (5.58%) AWS Elastic Beanstalk
3 7 (3.55%) Veeva
4 1 (0.51%) Microsoft Azure
Communications & Networking
1 8 (4.06%) Network Security
Database & Business Intelligence
1 80 (40.61%) SQL Server
2 44 (22.34%) Data Warehouse
3 42 (21.32%) SQL Server Integration Services
4 33 (16.75%) SQL Server Analysis Services
5 29 (14.72%) SQL Server Reporting Services
6 21 (10.66%) OLAP
6 21 (10.66%) OLAP Cube
7 20 (10.15%) Big Data
8 15 (7.61%) MySQL
9 14 (7.11%) PostgreSQL
10 13 (6.60%) Star Schema
11 11 (5.58%) Amazon Redshift
12 10 (5.08%) Oracle Database
13 9 (4.57%) DataStage
13 9 (4.57%) Oracle ODI
14 8 (4.06%) SQL Server 2008
15 7 (3.55%) Base SAS
15 7 (3.55%) Oracle Database 11g
15 7 (3.55%) Relational Database
16 6 (3.05%) SQL Server 2012
Development Applications
1 62 (31.47%) Talend Open Studio
2 32 (16.24%) ERwin
3 15 (7.61%) Jenkins
4 14 (7.11%) Team Foundation Server
5 6 (3.05%) Cucumber
6 3 (1.52%) Toad
7 2 (1.02%) JIRA
7 2 (1.02%) SQL Server Management Studio (SSMS)
7 2 (1.02%) Visual Studio
8 1 (0.51%) MSTest
General
1 38 (19.29%) Finance
2 15 (7.61%) Retail
3 10 (5.08%) Pharmaceutical
4 7 (3.55%) Banking
5 3 (1.52%) Advertising
6 2 (1.02%) Back Office
6 2 (1.02%) Telecoms
7 1 (0.51%) Investment Banking
7 1 (0.51%) Legal
7 1 (0.51%) Marketing
Job Titles
1 115 (58.38%) Developer
2 58 (29.44%) ETL Developer
3 35 (17.77%) Analyst
4 30 (15.23%) SQL Developer
5 22 (11.17%) Data Analyst
6 21 (10.66%) Consultant
7 18 (9.14%) Talend Developer
8 16 (8.12%) SSIS Developer
9 15 (7.61%) Senior Developer
10 14 (7.11%) Business Intelligence Developer
11 12 (6.09%) Senior ETL Developer
11 12 (6.09%) Tester
12 11 (5.58%) ETL Consultant
12 11 (5.58%) T-SQL Developer
13 10 (5.08%) ETL Analyst
13 10 (5.08%) SQL Server Developer
14 9 (4.57%) Data Consultant
14 9 (4.57%) SQL Analyst
14 9 (4.57%) SQL Data Analyst
15 8 (4.06%) ETL Tester
Libraries, Frameworks & Software Standards
1 9 (4.57%) XML
2 8 (4.06%) .NET
2 8 (4.06%) Web Services
3 6 (3.05%) Velocity
4 3 (1.52%) JSON
4 3 (1.52%) RESTful
4 3 (1.52%) SOAP
4 3 (1.52%) XML Schema
5 2 (1.02%) ASP.NET
6 1 (0.51%) Flash
6 1 (0.51%) Middleware
6 1 (0.51%) Oracle Fusion
6 1 (0.51%) WCF
6 1 (0.51%) WPF
Miscellaneous
1 21 (10.66%) Data Integration
2 18 (9.14%) Analytical Skills
3 13 (6.60%) Replication
4 10 (5.08%) Digital Media
5 7 (3.55%) Algorithms
6 6 (3.05%) Data Extraction
7 4 (2.03%) Management Information System
8 3 (1.52%) Graphic Design
8 3 (1.52%) iPad
8 3 (1.52%) Visualisation
9 2 (1.02%) Data Structures
9 2 (1.02%) New Media
9 2 (1.02%) Reference Data
10 1 (0.51%) Clustering
10 1 (0.51%) Credit Risk
10 1 (0.51%) Data Conversion
10 1 (0.51%) Enterprise Software
10 1 (0.51%) LLPG
Operating Systems
1 20 (10.15%) Linux
2 8 (4.06%) Unix
3 4 (2.03%) Windows
4 2 (1.02%) Solaris
4 2 (1.02%) Windows Server 2012
5 1 (0.51%) Windows 7
Processes & Methodologies
1 65 (32.99%) Data Modelling
2 60 (30.46%) Business Intelligence
3 46 (23.35%) Agile Software Development
4 42 (21.32%) Migration
5 34 (17.26%) Continuous Integration
6 30 (15.23%) Data Migration
7 22 (11.17%) Performance Tuning
8 21 (10.66%) Analytics
8 21 (10.66%) Kimball Methodology
9 20 (10.15%) Dimensional Modelling
9 20 (10.15%) E-Commerce
10 18 (9.14%) SOA
11 16 (8.12%) Data Analysis
12 15 (7.61%) Database Tuning
12 15 (7.61%) Scrum
13 14 (7.11%) CRM
14 13 (6.60%) High Availability
14 13 (6.60%) Quality Management
15 12 (6.09%) ETL Development
15 12 (6.09%) Stakeholder Management
Programming Languages
1 135 (68.53%) SQL
2 52 (26.40%) T-SQL
3 34 (17.26%) PL/SQL
4 33 (16.75%) Java
5 13 (6.60%) C++
6 8 (4.06%) JavaScript
6 8 (4.06%) PHP
7 7 (3.55%) VBA
8 5 (2.54%) Shell Script
9 4 (2.03%) R
9 4 (2.03%) VB
10 3 (1.52%) Python
11 2 (1.02%) C#
12 1 (0.51%) VBScript
Qualifications
1 9 (4.57%) Security Cleared
2 6 (3.05%) SC Cleared
3 3 (1.52%) BPSS Clearance
4 2 (1.02%) ISEB
5 1 (0.51%) ISTQB
5 1 (0.51%) MCDBA
5 1 (0.51%) MCTS
5 1 (0.51%) Microsoft Certification
5 1 (0.51%) Microsoft Certified Architect
Quality Assurance & Compliance
1 12 (6.09%) Data Quality
2 4 (2.03%) Disclosure Scotland
2 4 (2.03%) QA
3 1 (0.51%) BS7666
System Software
1 11 (5.58%) Docker
2 1 (0.51%) Microsoft Virtual Server
2 1 (0.51%) Oracle RAC
Systems Management
1 1 (0.51%) HP Quality Center
Vendors
1 74 (37.56%) Oracle
2 62 (31.47%) Talend
3 36 (18.27%) Microsoft
4 28 (14.21%) Informatica
5 21 (10.66%) Vertica
6 16 (8.12%) SAP
7 13 (6.60%) Tableau
8 9 (4.57%) Concur
9 8 (4.06%) IBM
10 7 (3.55%) CA
10 7 (3.55%) Infor
10 7 (3.55%) Salesforce.com
10 7 (3.55%) Siebel
11 5 (2.54%) Ab Initio
12 3 (1.52%) hybris
12 3 (1.52%) Software AG
13 2 (1.02%) CODA
13 2 (1.02%) Cognos
13 2 (1.02%) Maconomy
13 2 (1.02%) ServiceNow
Manchester, Lancashire
Oscar
Rate: £300 - £350 per day
Posted: Yesterday
Manchester
Vivid Resourcing
Rate: £400 - £500 per day
Posted: 7 days ago
Chester, Cheshire
Oscar
Rate: £375 - £450 per day
Posted: 4 days ago
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 3 days ago
Chester, Cheshire
Lawrence Harvey Enterprise
Posted: 6 days ago
Liverpool
Robert Walters UK
Rate: Competitive Daily Rates
Posted: 15 days ago
Manchester
Computer Futures
Rate: competitive
Posted: 16 days ago
Cheshire
Lawrence Harvey
Posted: 15 days ago