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 3 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
3 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 74 44 73
Rank change year-on-year
-30 +29
Contract jobs citing ETL 98 136 72
As % of all contract IT jobs located in the North West 2.43% 3.48% 2.27%
As % of the Processes & Methodologies category 2.98% 4.45% 3.00%
Number of daily rates quoted 73 86 42
Median daily rate £413 £400 £353
Median daily rate % change year-on-year
+3.12% +13.47%
90% offered a daily rate of more than £325 £294 £288
10% offered a daily rate of more than £500 £554 £474
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £23.15
UK excluding London median hourly rate - £37.80 £36.90
% change year-on-year
- +2.43%
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
3289 3054 2399
As % of all contract IT jobs located in the North West 81.55% 78.09% 75.49%
Number of daily rates quoted 2040 1685 1253
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £550 £550 £535
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 88 145 136
Median hourly rate £37.50 £37.00 £29.00
Median hourly rate % change year-on-year
+1.35% +27.58%
90% offered a hourly rate of more than £16.00 £14.50 £12.60
10% offered a hourly rate of more than £47.91 £60.00 £45.00
UK excluding London median hourly rate £36.00 £31.00 £31.50
% change year-on-year
+16.12% -1.58%

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 3 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 3 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 -5 58 £413 - 4
Manchester -28 21 £383 +9.28% 7
Lancashire -8 9 £450 -13.46% 4
Merseyside +1 7 £450 +51.26% 3
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 3 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.

1 119 (66.11%) SQL
2 72 (40.00%) SQL Server
3 71 (39.44%) Oracle
4 68 (37.78%) Data Modelling
5 56 (31.11%) T-SQL
6 48 (26.67%) Talend Open Studio
6 48 (26.67%) Business Intelligence
6 48 (26.67%) Talend
7 41 (22.78%) Agile Software Development
8 39 (21.67%) SQL Server Integration Services
8 39 (21.67%) Data Warehouse
9 37 (20.56%) Migration
10 33 (18.33%) Microsoft
11 32 (17.78%) Finance
11 32 (17.78%) ERwin
12 28 (15.56%) Informatica
12 28 (15.56%) Data Migration
13 27 (15.00%) Continuous Integration
13 27 (15.00%) SQL Server Reporting Services
13 27 (15.00%) PL/SQL
14 25 (13.89%) Java
15 23 (12.78%) SQL Server Analysis Services
16 20 (11.11%) Data Integration
16 20 (11.11%) Performance Tuning
17 18 (10.00%) SAS
17 18 (10.00%) SOA
18 16 (8.89%) OLAP Cube
18 16 (8.89%) MySQL
18 16 (8.89%) OLAP
19 15 (8.33%) Database Tuning

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 18 (10.00%) SAS
2 1 (0.56%) Apache Spark
2 1 (0.56%) BizTalk Server
2 1 (0.56%) JBoss
2 1 (0.56%) SharePoint
2 1 (0.56%) WebLogic
2 1 (0.56%) WebSphere
2 1 (0.56%) WebSphere Application Server
2 1 (0.56%) WebSphere Process Server
Applications
1 8 (4.44%) MS Excel
2 2 (1.11%) SPSS
3 1 (0.56%) MS Office
3 1 (0.56%) MS PowerPoint
Business Applications
1 8 (4.44%) Oracle EBS R12
2 7 (3.89%) SAP MDM
3 5 (2.78%) Dynamics AX
4 4 (2.22%) Oracle EBS
5 2 (1.11%) Dynamics CRM
5 2 (1.11%) Oracle Applications
6 1 (0.56%) Oracle Retail
Cloud Services
1 13 (7.22%) Amazon AWS
2 11 (6.11%) Amazon Kinesis
2 11 (6.11%) Amazon S3
2 11 (6.11%) AWS Elastic Beanstalk
3 7 (3.89%) Veeva
4 1 (0.56%) Microsoft Azure
Communications & Networking
1 6 (3.33%) Network Security
Database & Business Intelligence
1 72 (40.00%) SQL Server
2 39 (21.67%) Data Warehouse
2 39 (21.67%) SQL Server Integration Services
3 27 (15.00%) SQL Server Reporting Services
4 23 (12.78%) SQL Server Analysis Services
5 16 (8.89%) MySQL
5 16 (8.89%) OLAP
5 16 (8.89%) OLAP Cube
6 14 (7.78%) Star Schema
7 13 (7.22%) Big Data
7 13 (7.22%) PostgreSQL
8 11 (6.11%) Amazon Redshift
8 11 (6.11%) Oracle Database
9 10 (5.56%) SQL Server 2008
10 9 (5.00%) DataStage
10 9 (5.00%) Oracle ODI
11 7 (3.89%) Base SAS
11 7 (3.89%) SQL Server 2012
12 6 (3.33%) Oracle Database 11g
12 6 (3.33%) SAS Data Integration Studio
Development Applications
1 48 (26.67%) Talend Open Studio
2 32 (17.78%) ERwin
3 15 (8.33%) Team Foundation Server
4 8 (4.44%) Jenkins
5 6 (3.33%) Cucumber
6 5 (2.78%) Toad
7 4 (2.22%) SQL Server Management Studio (SSMS)
8 3 (1.67%) Visual Studio
9 1 (0.56%) JIRA
9 1 (0.56%) JUnit
9 1 (0.56%) Log4j
9 1 (0.56%) MSTest
9 1 (0.56%) tSQLt
General
1 32 (17.78%) Finance
2 14 (7.78%) Retail
3 12 (6.67%) Pharmaceutical
4 7 (3.89%) Banking
5 4 (2.22%) Advertising
6 2 (1.11%) Back Office
6 2 (1.11%) Legal
6 2 (1.11%) Telecoms
7 1 (0.56%) Investment Banking
7 1 (0.56%) Manufacturing
Job Titles
1 110 (61.11%) Developer
2 52 (28.89%) ETL Developer
3 32 (17.78%) SQL Developer
4 27 (15.00%) Analyst
5 20 (11.11%) Data Analyst
6 19 (10.56%) Consultant
7 18 (10.00%) SSIS Developer
8 15 (8.33%) Senior Developer
9 13 (7.22%) Talend Developer
9 13 (7.22%) Tester
10 12 (6.67%) Business Intelligence Developer
10 12 (6.67%) Senior ETL Developer
11 11 (6.11%) ETL Analyst
11 11 (6.11%) T-SQL Developer
12 10 (5.56%) SQL Server Developer
12 10 (5.56%) Test Analyst
13 9 (5.00%) ETL Consultant
13 9 (5.00%) ETL Tester
14 8 (4.44%) Data Consultant
15 7 (3.89%) Data Migration Analyst
Libraries, Frameworks & Software Standards
1 10 (5.56%) .NET
2 9 (5.00%) Web Services
2 9 (5.00%) XML
3 6 (3.33%) Velocity
4 4 (2.22%) RESTful
4 4 (2.22%) SOAP
5 3 (1.67%) ASP.NET
5 3 (1.67%) JSON
5 3 (1.67%) XML Schema
6 1 (0.56%) CSS
6 1 (0.56%) EJB
6 1 (0.56%) EJB 3.0
6 1 (0.56%) Flash
6 1 (0.56%) JDBC
6 1 (0.56%) JMS
6 1 (0.56%) JSP
6 1 (0.56%) MDX
6 1 (0.56%) Oracle Fusion
6 1 (0.56%) WCF
6 1 (0.56%) WPF
Miscellaneous
1 20 (11.11%) Data Integration
2 15 (8.33%) Analytical Skills
3 14 (7.78%) Replication
4 8 (4.44%) Digital Media
5 7 (3.89%) Algorithms
5 7 (3.89%) Data Extraction
6 4 (2.22%) Management Information System
6 4 (2.22%) Visualisation
7 3 (1.67%) Clustering
7 3 (1.67%) Graphic Design
7 3 (1.67%) iPad
8 2 (1.11%) Data Structures
8 2 (1.11%) New Media
8 2 (1.11%) Reference Data
9 1 (0.56%) Data Conversion
9 1 (0.56%) LLPG
9 1 (0.56%) NHS
9 1 (0.56%) Oracle Exalytics
Operating Systems
1 11 (6.11%) Linux
2 7 (3.89%) Unix
3 5 (2.78%) Windows
4 3 (1.67%) Windows Server 2012
Processes & Methodologies
1 68 (37.78%) Data Modelling
2 48 (26.67%) Business Intelligence
3 41 (22.78%) Agile Software Development
4 37 (20.56%) Migration
5 28 (15.56%) Data Migration
6 27 (15.00%) Continuous Integration
7 20 (11.11%) Performance Tuning
8 18 (10.00%) SOA
9 15 (8.33%) Database Tuning
9 15 (8.33%) High Availability
10 14 (7.78%) Data Management
11 13 (7.22%) Analytics
11 13 (7.22%) Quality Management
12 12 (6.67%) Automated Testing
12 12 (6.67%) E-Commerce
12 12 (6.67%) ETL Development
12 12 (6.67%) Stakeholder Management
13 11 (6.11%) CRM
13 11 (6.11%) Mentoring
13 11 (6.11%) Scrum
Programming Languages
1 119 (66.11%) SQL
2 56 (31.11%) T-SQL
3 27 (15.00%) PL/SQL
4 25 (13.89%) Java
5 13 (7.22%) C++
6 7 (3.89%) JavaScript
6 7 (3.89%) VBA
7 6 (3.33%) PHP
8 5 (2.78%) Shell Script
9 2 (1.11%) C#
9 2 (1.11%) Python
9 2 (1.11%) R
10 1 (0.56%) ANSI SQL
Qualifications
1 10 (5.56%) Security Cleared
2 7 (3.89%) SC Cleared
3 2 (1.11%) BPSS Clearance
3 2 (1.11%) ISEB
4 1 (0.56%) Degree
4 1 (0.56%) ISTQB
4 1 (0.56%) MCDBA
4 1 (0.56%) MCTS
4 1 (0.56%) Microsoft Certification
4 1 (0.56%) Microsoft Certified Architect
Quality Assurance & Compliance
1 11 (6.11%) Data Quality
2 9 (5.00%) QA
3 4 (2.22%) Disclosure Scotland
4 1 (0.56%) BS7666
System Software
1 11 (6.11%) Docker
2 2 (1.11%) Microsoft Virtual Server
3 1 (0.56%) Oracle RAC
Systems Management
1 1 (0.56%) HP Quality Center
Vendors
1 71 (39.44%) Oracle
2 48 (26.67%) Talend
3 33 (18.33%) Microsoft
4 28 (15.56%) Informatica
5 13 (7.22%) SAP
6 9 (5.00%) Vertica
7 8 (4.44%) IBM
8 7 (3.89%) CA
8 7 (3.89%) Concur
8 7 (3.89%) Infor
8 7 (3.89%) Salesforce.com
8 7 (3.89%) Siebel
9 6 (3.33%) Tableau
10 3 (1.67%) Ab Initio
10 3 (1.67%) hybris
10 3 (1.67%) Software AG
11 1 (0.56%) Alteryx
11 1 (0.56%) Mapinfo
11 1 (0.56%) RedGate
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 5 days ago
Preston, Lancashire
onezeero.
Rate: £200 - £250 per day + negotiable DOE
Posted: 5 days ago
Preston, Lancashire
Connectus
Rate: £20.5 per hour
Posted: 5 days ago
Liverpool, Merseyside
Adria Solutions Ltd
Rate: £250 - £300 per day
Posted: 6 days ago
Chester, Cheshire
Oscar
Rate: £375 - £450 per day
Posted: 6 days ago
Manchester
Vivid Resourcing
Rate: £350 - 400 per day
Posted: 15 days ago
Cheshire
Vivid Resourcing
Rate: £400 - 450 per day
Posted: 15 days ago
Cheshire
Hays Specialist Recruitment Ltd
Rate: £475.00 - £525.00 per day
Posted: 26 days ago