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 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 55 49 64
Rank change year-on-year
-6 +15
Contract jobs citing ETL 121 128 81
As % of all contract IT jobs located in the North West 3.27% 3.39% 2.73%
As % of the Processes & Methodologies category 4.03% 4.34% 3.66%
Number of daily rates quoted 95 93 50
Median daily rate £413 £400 £370
Median daily rate % change year-on-year
+3.12% +8.10%
90% offered a daily rate of more than £300 £303 £288
10% offered a daily rate of more than £475 £525 £531
UK excluding London median daily rate £400 £390 £369
% change year-on-year
+2.56% +5.76%
Number of hourly rates quoted 4 1 1
Median hourly rate £20.50 £33.00 £55.00
Median hourly rate % change year-on-year
-37.87% -40.00%
UK excluding London median hourly rate £20.50 £30.00 £46.40
% change year-on-year
-31.66% -35.34%
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
3005 2950 2214
As % of all contract IT jobs located in the North West 81.11% 78.10% 74.57%
Number of daily rates quoted 1886 1737 1212
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 £288 £275 £260
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 89 126 92
Median hourly rate £23.50 £37.00 £26.67
Median hourly rate % change year-on-year
-36.48% +38.75%
90% offered a hourly rate of more than £12.58 £14.50 £13.00
10% offered a hourly rate of more than £59.31 £57.75 £45.00
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

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 24 July 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 24 July 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 +17 63 £425 +6.25% 13
Manchester -32 27 £425 - 15
Merseyside -13 10 £363 +13.28% 10
Lancashire -8 8 £275 -54.16% 4
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 24 July 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.

1 140 (65.12%) SQL
2 89 (41.40%) SQL Server
3 84 (39.07%) Talend Open Studio
3 84 (39.07%) Talend
4 76 (35.35%) Business Intelligence
5 72 (33.49%) Agile Software Development
6 69 (32.09%) Oracle
7 55 (25.58%) Data Modelling
8 52 (24.19%) Data Warehouse
9 51 (23.72%) Finance
10 46 (21.40%) SQL Server Integration Services
11 44 (20.47%) Migration
12 42 (19.53%) T-SQL
13 41 (19.07%) Java
14 40 (18.60%) Microsoft
15 39 (18.14%) Continuous Integration
15 39 (18.14%) SQL Server Analysis Services
16 34 (15.81%) SQL Server Reporting Services
16 34 (15.81%) Vertica
17 33 (15.35%) Data Migration
17 33 (15.35%) E-Commerce
18 31 (14.42%) PL/SQL
19 30 (13.95%) SAP
20 29 (13.49%) Linux
20 29 (13.49%) Analytics
21 28 (13.02%) Data Analysis
22 27 (12.56%) Data Integration
22 27 (12.56%) Kimball Methodology
22 27 (12.56%) Tableau
23 26 (12.09%) 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 7 (3.26%) SharePoint
2 6 (2.79%) SAS
3 2 (0.93%) Oracle Service Bus
4 1 (0.47%) BizTalk Server
4 1 (0.47%) WebSphere
Applications
1 17 (7.91%) MS Excel
2 5 (2.33%) MS Office
3 4 (1.86%) MS PowerPoint
Business Applications
1 7 (3.26%) SAP MDM
2 3 (1.40%) Dynamics AX
2 3 (1.40%) Oracle EBS
2 3 (1.40%) SAP Oil and Gas
2 3 (1.40%) Unit4 Business World
3 2 (0.93%) Dynamics CRM
3 2 (0.93%) Oracle EBS R12
4 1 (0.47%) Oracle Applications
4 1 (0.47%) Oracle Retail
4 1 (0.47%) SAP CRM
4 1 (0.47%) SAP hybris
Cloud Services
1 18 (8.37%) Amazon AWS
2 11 (5.12%) Amazon Kinesis
2 11 (5.12%) Amazon S3
2 11 (5.12%) AWS Elastic Beanstalk
3 7 (3.26%) Veeva
4 3 (1.40%) Google Analytics
4 3 (1.40%) Google Cloud Platform
5 1 (0.47%) SaaS
Communications & Networking
1 10 (4.65%) Network Security
Database & Business Intelligence
1 89 (41.40%) SQL Server
2 52 (24.19%) Data Warehouse
3 46 (21.40%) SQL Server Integration Services
4 39 (18.14%) SQL Server Analysis Services
5 34 (15.81%) SQL Server Reporting Services
6 26 (12.09%) OLAP
7 23 (10.70%) Big Data
8 22 (10.23%) OLAP Cube
9 17 (7.91%) MySQL
10 16 (7.44%) PostgreSQL
11 15 (6.98%) Amazon Redshift
11 15 (6.98%) Star Schema
12 10 (4.65%) DataStage
13 9 (4.19%) Relational Database
14 8 (3.72%) Data Mining
14 8 (3.72%) MongoDB
14 8 (3.72%) Oracle BI EE
14 8 (3.72%) Oracle Database
15 7 (3.26%) Oracle Database 11g
15 7 (3.26%) SQL Server 2008
Development Applications
1 84 (39.07%) Talend Open Studio
2 21 (9.77%) ERwin
3 20 (9.30%) Jenkins
4 9 (4.19%) Team Foundation Server
5 7 (3.26%) Cucumber
6 4 (1.86%) SQL Server Management Studio (SSMS)
7 2 (0.93%) JIRA
8 1 (0.47%) MSTest
8 1 (0.47%) Toad
8 1 (0.47%) Visual Studio
General
1 51 (23.72%) Finance
2 12 (5.58%) Pharmaceutical
3 9 (4.19%) Banking
3 9 (4.19%) Retail
4 8 (3.72%) Marketing
5 7 (3.26%) Advertising
6 5 (2.33%) Telecoms
7 3 (1.40%) Electronics
7 3 (1.40%) General Ledger
7 3 (1.40%) Manufacturing
8 1 (0.47%) Back Office
8 1 (0.47%) Investment Banking
8 1 (0.47%) Legal
Job Titles
1 116 (53.95%) Developer
2 52 (24.19%) ETL Developer
3 35 (16.28%) Analyst
4 28 (13.02%) SQL Developer
5 25 (11.63%) Talend Developer
6 24 (11.16%) Consultant
7 19 (8.84%) Business Intelligence Developer
8 18 (8.37%) Data Analyst
9 14 (6.51%) Senior Developer
10 13 (6.05%) Tester
11 12 (5.58%) SSIS Developer
12 11 (5.12%) ETL Consultant
12 11 (5.12%) Senior ETL Developer
13 10 (4.65%) Data Consultant
13 10 (4.65%) DBA
14 9 (4.19%) ETL Tester
14 9 (4.19%) SQL Analyst
14 9 (4.19%) SQL Data Analyst
14 9 (4.19%) SQL Server Developer
14 9 (4.19%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 10 (4.65%) .NET
2 8 (3.72%) Web Services
2 8 (3.72%) XML
3 4 (1.86%) MDX
4 2 (0.93%) JSON
4 2 (0.93%) RESTful
4 2 (0.93%) SOAP
4 2 (0.93%) Velocity
4 2 (0.93%) XML Schema
5 1 (0.47%) ASP.NET
5 1 (0.47%) Middleware
5 1 (0.47%) Oracle Fusion
5 1 (0.47%) WCF
5 1 (0.47%) WPF
Miscellaneous
1 27 (12.56%) Data Integration
2 13 (6.05%) Analytical Skills
3 10 (4.65%) Digital Media
4 8 (3.72%) Replication
5 6 (2.79%) Management Information System
6 4 (1.86%) iPad
7 3 (1.40%) Algorithms
7 3 (1.40%) Data Extraction
8 2 (0.93%) Reference Data
8 2 (0.93%) Virtual Team
9 1 (0.47%) Clustering
9 1 (0.47%) Credit Risk
9 1 (0.47%) Data Conversion
9 1 (0.47%) Data Structures
9 1 (0.47%) Enterprise Software
9 1 (0.47%) FMCG
9 1 (0.47%) Visualisation
Operating Systems
1 29 (13.49%) Linux
2 12 (5.58%) Unix
3 3 (1.40%) Windows
4 2 (0.93%) Solaris
5 1 (0.47%) Windows 7
5 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 76 (35.35%) Business Intelligence
2 72 (33.49%) Agile Software Development
3 55 (25.58%) Data Modelling
4 44 (20.47%) Migration
5 39 (18.14%) Continuous Integration
6 33 (15.35%) Data Migration
6 33 (15.35%) E-Commerce
7 29 (13.49%) Analytics
8 28 (13.02%) Data Analysis
9 27 (12.56%) Kimball Methodology
10 26 (12.09%) Dimensional Modelling
11 21 (9.77%) Performance Tuning
12 20 (9.30%) Scrum
13 19 (8.84%) CRM
14 16 (7.44%) SOA
15 15 (6.98%) Mentoring
16 12 (5.58%) Automated Testing
16 12 (5.58%) ERP
17 10 (4.65%) Database Tuning
17 10 (4.65%) Web Development
Programming Languages
1 140 (65.12%) SQL
2 42 (19.53%) T-SQL
3 41 (19.07%) Java
4 31 (14.42%) PL/SQL
5 10 (4.65%) JavaScript
5 10 (4.65%) PHP
6 6 (2.79%) R
7 5 (2.33%) C++
7 5 (2.33%) Shell Script
7 5 (2.33%) VB
8 1 (0.47%) C#
8 1 (0.47%) Python
8 1 (0.47%) VBScript
Qualifications
1 8 (3.72%) Security Cleared
2 7 (3.26%) SC Cleared
3 2 (0.93%) BPSS Clearance
3 2 (0.93%) ISEB
4 1 (0.47%) ISTQB
4 1 (0.47%) MCDBA
4 1 (0.47%) MCTS
4 1 (0.47%) Microsoft Certification
4 1 (0.47%) Microsoft Certified Architect
Quality Assurance & Compliance
1 10 (4.65%) Data Quality
2 4 (1.86%) QA
3 2 (0.93%) Disclosure Scotland
System Software
1 11 (5.12%) Docker
2 1 (0.47%) Oracle RAC
Systems Management
1 1 (0.47%) Failover Clustering
1 1 (0.47%) HP Quality Center
Vendors
1 84 (39.07%) Talend
2 69 (32.09%) Oracle
3 40 (18.60%) Microsoft
4 34 (15.81%) Vertica
5 30 (13.95%) SAP
6 27 (12.56%) Tableau
7 20 (9.30%) Informatica
8 19 (8.84%) Ab Initio
9 10 (4.65%) Concur
10 8 (3.72%) Salesforce.com
11 7 (3.26%) IBM
11 7 (3.26%) Infor
11 7 (3.26%) Siebel
12 6 (2.79%) Cognos
13 4 (1.86%) Hyperion
14 3 (1.40%) CODA
14 3 (1.40%) Google
14 3 (1.40%) Maconomy
14 3 (1.40%) ServiceNow
15 2 (0.93%) Alteryx
Cheshire
Oscar
Rate: £300 - £375 per day
Posted: 2 days ago
Chester, Cheshire
TEKsystems
Rate: £300 - £350 per day
Posted: Yesterday
Greater Manchester
Adria Solutions Ltd
Rate: £350 - £400 per day
Posted: 5 days ago
North West
Parallel Consulting
Rate: Lucrative rate
Posted: 3 days ago
Manchester, Lancashire
Uniting Ambition
Rate: £270 - 300 per day
Posted: 2 days ago
Warrington, Cheshire
ninesharp
Rate: Market Rates
Posted: 4 days ago
North West
McGregor Boyall
Rate: £300 - £350 per day
Posted: 4 days ago
Liverpool, Merseyside
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 per day
Posted: 3 days ago
Liverpool, Merseyside
JM
Posted: 4 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 6 days ago
Manchester, Lancashire
E-synergy Solutions
Rate: £350 - £400 per day
Posted: 6 days ago
North West England
People Source Consulting
Rate: £300 - £400 per day
Posted: 10 days ago