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 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 70 60 68
Rank change year-on-year
-10 +8
Contract jobs citing ETL 98 93 67
As % of all contract IT jobs located in the North West 2.60% 2.56% 2.21%
As % of the Processes & Methodologies category 3.20% 3.32% 2.95%
Number of daily rates quoted 78 65 35
Median daily rate £413 £400 £365
Median daily rate % change year-on-year
+3.12% +9.58%
90% offered a daily rate of more than £325 £299 £297
10% offered a daily rate of more than £491 £516 £550
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 4 1 2
Median hourly rate £20.50 £33.00 £39.08
Median hourly rate % change year-on-year
-37.87% -15.54%
UK excluding London median hourly rate £20.50 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
3058 2800 2274
As % of all contract IT jobs located in the North West 81.11% 76.94% 74.85%
Number of daily rates quoted 1936 1658 1212
Median daily rate £415 £385 £388
Median daily rate % change year-on-year
+7.79% -0.64%
90% offered a daily rate of more than £300 £275 £260
10% offered a daily rate of more than £570 £550 £540
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 70 121 94
Median hourly rate £31.25 £34.00 £28.75
Median hourly rate % change year-on-year
-8.08% +18.26%
90% offered a hourly rate of more than £12.58 £14.50 £15.00
10% offered a hourly rate of more than £52.75 £53.67 £45.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 28 June 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 28 June 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 +18 58 £413 +3.12% 8
Manchester -29 15 £425 +3.03% 11
Merseyside -7 9 £400 +34.45% 4
Lancashire -3 6 £225 -48.27% 1
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 28 June 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.

1 123 (64.74%) SQL
2 81 (42.63%) SQL Server
3 68 (35.79%) Talend Open Studio
3 68 (35.79%) Talend
4 67 (35.26%) Oracle
5 59 (31.05%) Business Intelligence
6 55 (28.95%) Agile Software Development
7 54 (28.42%) Data Modelling
8 44 (23.16%) T-SQL
8 44 (23.16%) Migration
9 41 (21.58%) SQL Server Integration Services
10 40 (21.05%) Finance
10 40 (21.05%) Data Warehouse
11 36 (18.95%) PL/SQL
12 35 (18.42%) Java
12 35 (18.42%) Continuous Integration
13 34 (17.89%) SQL Server Analysis Services
13 34 (17.89%) Microsoft
14 32 (16.84%) Data Migration
15 31 (16.32%) SQL Server Reporting Services
16 28 (14.74%) Vertica
17 24 (12.63%) Analytics
17 24 (12.63%) Performance Tuning
17 24 (12.63%) ERwin
17 24 (12.63%) Linux
18 23 (12.11%) Data Integration
18 23 (12.11%) Kimball Methodology
19 22 (11.58%) Dimensional Modelling
19 22 (11.58%) E-Commerce
20 21 (11.05%) OLAP

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 (3.68%) SharePoint
2 5 (2.63%) SAS
3 1 (0.53%) Apache Spark
3 1 (0.53%) BizTalk Server
3 1 (0.53%) Oracle Service Bus
Applications
1 14 (7.37%) MS Excel
2 5 (2.63%) MS Office
3 4 (2.11%) MS PowerPoint
Business Applications
1 7 (3.68%) Oracle EBS R12
1 7 (3.68%) SAP MDM
2 3 (1.58%) Oracle EBS
3 2 (1.05%) Dynamics AX
3 2 (1.05%) Dynamics CRM
3 2 (1.05%) Oracle Applications
4 1 (0.53%) Oracle Retail
4 1 (0.53%) SAP CRM
4 1 (0.53%) SAP hybris
Cloud Services
1 14 (7.37%) Amazon AWS
2 11 (5.79%) Amazon Kinesis
2 11 (5.79%) Amazon S3
2 11 (5.79%) AWS Elastic Beanstalk
3 7 (3.68%) Veeva
4 1 (0.53%) Microsoft Azure
4 1 (0.53%) SaaS
Communications & Networking
1 9 (4.74%) Network Security
Database & Business Intelligence
1 81 (42.63%) SQL Server
2 41 (21.58%) SQL Server Integration Services
3 40 (21.05%) Data Warehouse
4 34 (17.89%) SQL Server Analysis Services
5 31 (16.32%) SQL Server Reporting Services
6 21 (11.05%) Big Data
6 21 (11.05%) OLAP
7 19 (10.00%) OLAP Cube
8 15 (7.89%) MySQL
8 15 (7.89%) PostgreSQL
9 13 (6.84%) Amazon Redshift
9 13 (6.84%) Star Schema
10 9 (4.74%) DataStage
11 8 (4.21%) Oracle Database
11 8 (4.21%) Oracle ODI
11 8 (4.21%) Relational Database
11 8 (4.21%) SQL Server 2008
12 7 (3.68%) Data Mining
12 7 (3.68%) Oracle Database 11g
12 7 (3.68%) SQL Server 2012
Development Applications
1 68 (35.79%) Talend Open Studio
2 24 (12.63%) ERwin
3 16 (8.42%) Jenkins
4 12 (6.32%) Team Foundation Server
5 6 (3.16%) Cucumber
6 2 (1.05%) JIRA
7 1 (0.53%) MSTest
7 1 (0.53%) SQL Server Management Studio (SSMS)
7 1 (0.53%) Toad
7 1 (0.53%) Visual Studio
General
1 40 (21.05%) Finance
2 13 (6.84%) Retail
3 11 (5.79%) Pharmaceutical
4 7 (3.68%) Banking
5 6 (3.16%) Advertising
6 2 (1.05%) Back Office
6 2 (1.05%) Marketing
6 2 (1.05%) Telecoms
7 1 (0.53%) Investment Banking
7 1 (0.53%) Legal
Job Titles
1 112 (58.95%) Developer
2 57 (30.00%) ETL Developer
3 32 (16.84%) Analyst
4 28 (14.74%) SQL Developer
5 22 (11.58%) Consultant
6 21 (11.05%) Talend Developer
7 19 (10.00%) Data Analyst
8 15 (7.89%) Senior Developer
9 14 (7.37%) SSIS Developer
10 12 (6.32%) Senior ETL Developer
11 11 (5.79%) Business Intelligence Developer
11 11 (5.79%) ETL Consultant
11 11 (5.79%) Tester
11 11 (5.79%) T-SQL Developer
12 10 (5.26%) Data Consultant
12 10 (5.26%) SQL Server Developer
13 9 (4.74%) ETL Analyst
13 9 (4.74%) SQL Analyst
13 9 (4.74%) SQL Data Analyst
14 7 (3.68%) ETL Tester
Libraries, Frameworks & Software Standards
1 8 (4.21%) .NET
1 8 (4.21%) XML
2 7 (3.68%) Web Services
3 5 (2.63%) Velocity
4 2 (1.05%) ASP.NET
4 2 (1.05%) JSON
4 2 (1.05%) MDX
4 2 (1.05%) RESTful
4 2 (1.05%) SOAP
4 2 (1.05%) XML Schema
5 1 (0.53%) Middleware
5 1 (0.53%) Oracle Fusion
5 1 (0.53%) WCF
5 1 (0.53%) WPF
Miscellaneous
1 23 (12.11%) Data Integration
2 14 (7.37%) Analytical Skills
3 12 (6.32%) Replication
4 9 (4.74%) Digital Media
5 6 (3.16%) Algorithms
6 5 (2.63%) Management Information System
7 4 (2.11%) Data Extraction
8 3 (1.58%) iPad
9 2 (1.05%) Reference Data
10 1 (0.53%) Clustering
10 1 (0.53%) Credit Risk
10 1 (0.53%) Data Conversion
10 1 (0.53%) Data Structures
10 1 (0.53%) Enterprise Software
10 1 (0.53%) FMCG
10 1 (0.53%) Virtual Team
10 1 (0.53%) Visualisation
Operating Systems
1 24 (12.63%) Linux
2 9 (4.74%) Unix
3 3 (1.58%) Windows
4 2 (1.05%) Solaris
5 1 (0.53%) Windows 7
5 1 (0.53%) Windows Server 2012
Processes & Methodologies
1 59 (31.05%) Business Intelligence
2 55 (28.95%) Agile Software Development
3 54 (28.42%) Data Modelling
4 44 (23.16%) Migration
5 35 (18.42%) Continuous Integration
6 32 (16.84%) Data Migration
7 24 (12.63%) Analytics
7 24 (12.63%) Performance Tuning
8 23 (12.11%) Kimball Methodology
9 22 (11.58%) Dimensional Modelling
9 22 (11.58%) E-Commerce
10 20 (10.53%) Data Analysis
11 18 (9.47%) CRM
11 18 (9.47%) Scrum
12 16 (8.42%) SOA
13 14 (7.37%) Database Tuning
14 13 (6.84%) ERP
14 13 (6.84%) Mentoring
15 12 (6.32%) High Availability
15 12 (6.32%) Stakeholder Management
Programming Languages
1 123 (64.74%) SQL
2 44 (23.16%) T-SQL
3 36 (18.95%) PL/SQL
4 35 (18.42%) Java
5 10 (5.26%) C++
6 9 (4.74%) JavaScript
6 9 (4.74%) PHP
7 6 (3.16%) Shell Script
8 5 (2.63%) VB
9 4 (2.11%) R
10 2 (1.05%) C#
11 1 (0.53%) Python
11 1 (0.53%) VBScript
Qualifications
1 9 (4.74%) Security Cleared
2 7 (3.68%) SC Cleared
3 3 (1.58%) BPSS Clearance
4 2 (1.05%) ISEB
5 1 (0.53%) ISTQB
5 1 (0.53%) MCDBA
5 1 (0.53%) MCTS
5 1 (0.53%) Microsoft Certification
5 1 (0.53%) Microsoft Certified Architect
Quality Assurance & Compliance
1 11 (5.79%) Data Quality
2 4 (2.11%) Disclosure Scotland
3 2 (1.05%) QA
System Software
1 11 (5.79%) Docker
2 1 (0.53%) Oracle RAC
Systems Management
1 1 (0.53%) HP Quality Center
Vendors
1 68 (35.79%) Talend
2 67 (35.26%) Oracle
3 34 (17.89%) Microsoft
4 28 (14.74%) Vertica
5 20 (10.53%) Informatica
6 19 (10.00%) SAP
7 17 (8.95%) Tableau
8 10 (5.26%) Concur
9 8 (4.21%) IBM
9 8 (4.21%) Salesforce.com
9 8 (4.21%) Siebel
10 7 (3.68%) Ab Initio
10 7 (3.68%) Infor
11 3 (1.58%) CODA
11 3 (1.58%) Cognos
11 3 (1.58%) hybris
11 3 (1.58%) Maconomy
11 3 (1.58%) ServiceNow
12 2 (1.05%) Alteryx
12 2 (1.05%) Software AG
Manchester, Lancashire
Rullion IT Plus
Posted: 1 hour ago
Greater Manchester
Adria Solutions Ltd
Rate: £250 - £350 per day
Posted: 5 days ago
Liverpool, Merseyside
CPS Group UK
Rate: £275 - £325 per day
Posted: 6 days ago
Cheshire
Oscar
Rate: £300 - £325 per day
Posted: 5 days ago
Liverpool
Progressive Recruitment
Rate: £415 - £450 per day + competitive
Posted: 4 days ago
Cheshire
Oscar
Rate: £300 - £375 per day
Posted: 5 days ago
Cheshire
Oscar
Rate: £250 - £325 per day
Posted: 6 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 5 days ago
Cheshire
Oscar
Rate: £350 - £550 per day
Posted: 5 days ago