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 22 February 2017 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
22 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North West
Rank 68 72 68
Rank change year-on-year
+4 -4
Contract jobs citing ETL 69 86 76
As % of all contract IT jobs located in the North West 2.62% 2.27% 2.31%
As % of the Processes & Methodologies category 3.18% 2.76% 2.96%
Number of daily rates quoted 42 58 50
Median daily rate £375 £390 £406
Median daily rate % change year-on-year
-3.84% -4.00%
90% offered a daily rate of more than £325 £275 £299
10% offered a daily rate of more than £548 £500 £578
UK excluding London median daily rate £405 £400 £400
% change year-on-year
+1.31% -
Number of hourly rates quoted 1 0 0
Median hourly rate £35.00 - -
UK excluding London median hourly rate £40.00 £56.00 £38.25
% change year-on-year
-28.57% +46.40%

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
2171 3119 2569
As % of all contract IT jobs located in the North West 82.52% 82.43% 78.18%
Number of daily rates quoted 1382 1885 1487
Median daily rate £400 £400 £400
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £533 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 96 140 109
Median hourly rate £42.48 £37.50 £37.00
Median hourly rate % change year-on-year
+13.26% +1.35%
90% offered a hourly rate of more than £14.00 £16.00 £14.40
10% offered a hourly rate of more than £51.71 £51.98 £55.00
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

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 22 February 2017.

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 22 February 2017. 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 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
Manchester +1 29 £365 -4.26% 24
Cheshire +32 23 £400 +23.07% 10
Merseyside +3 10 £380 -14.36% 1
Lancashire -10 4 - - 1
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 22 February 2017, 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 95 (54.29%) SQL
2 85 (48.57%) Business Intelligence
3 75 (42.86%) SQL Server
4 74 (42.29%) Data Warehouse
5 66 (37.71%) SQL Server Integration Services
6 50 (28.57%) SQL Server Reporting Services
7 49 (28.00%) Finance
8 38 (21.71%) SQL Server Analysis Services
9 37 (21.14%) Oracle
10 33 (18.86%) T-SQL
10 33 (18.86%) Data Modelling
10 33 (18.86%) Microsoft
10 33 (18.86%) Agile Software Development
11 29 (16.57%) Migration
12 27 (15.43%) Performance Tuning
13 25 (14.29%) Analytics
13 25 (14.29%) Data Migration
14 22 (12.57%) Talend Open Studio
14 22 (12.57%) Big Data
14 22 (12.57%) Talend
15 21 (12.00%) Data Quality
16 20 (11.43%) Amazon AWS
17 17 (9.71%) Visualisation
17 17 (9.71%) Analytical Skills
18 15 (8.57%) Informatica
18 15 (8.57%) SAP
19 14 (8.00%) Windows
19 14 (8.00%) MS Excel
19 14 (8.00%) MDX
19 14 (8.00%) PowerShell

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 9 (5.14%) SAS
2 8 (4.57%) Apache Spark
3 6 (3.43%) SharePoint
4 5 (2.86%) IIS
5 4 (2.29%) Apache Pig
6 3 (1.71%) PowerExchange
7 2 (1.14%) Apache
7 2 (1.14%) Oracle SOA Suite
8 1 (0.57%) Elasticsearch
Applications
1 14 (8.00%) MS Excel
2 1 (0.57%) MS Office
2 1 (0.57%) SPSS
Business Applications
1 2 (1.14%) SAP Oil and Gas
2 1 (0.57%) Cognos Business Intelligence
2 1 (0.57%) Dynamics AX
2 1 (0.57%) Dynamics CRM
2 1 (0.57%) Dynamics NAV
2 1 (0.57%) Oracle BPM
2 1 (0.57%) Oracle EBS
2 1 (0.57%) Oracle Financials
2 1 (0.57%) SAP MDG
2 1 (0.57%) SAP MDM
Cloud Services
1 20 (11.43%) Amazon AWS
2 8 (4.57%) Microsoft Azure
3 5 (2.86%) Cloud Computing
4 4 (2.29%) Amazon EMR
5 2 (1.14%) Amazon Kinesis
5 2 (1.14%) Amazon S3
5 2 (1.14%) AWS Lambda
5 2 (1.14%) Google Cloud Platform
6 1 (0.57%) GitHub
Communications & Networking
1 3 (1.71%) Internet
2 2 (1.14%) 2G
2 2 (1.14%) 3G
2 2 (1.14%) 4G
2 2 (1.14%) Ethernet
3 1 (0.57%) Broadband
3 1 (0.57%) DHCP
3 1 (0.57%) DNS
3 1 (0.57%) Firewall
3 1 (0.57%) LTE
3 1 (0.57%) Network Security
3 1 (0.57%) Radio Access Network
Database & Business Intelligence
1 75 (42.86%) SQL Server
2 74 (42.29%) Data Warehouse
3 66 (37.71%) SQL Server Integration Services
4 50 (28.57%) SQL Server Reporting Services
5 38 (21.71%) SQL Server Analysis Services
6 22 (12.57%) Big Data
7 13 (7.43%) Hadoop
8 12 (6.86%) Oracle BI EE
8 12 (6.86%) Oracle Reports
8 12 (6.86%) Relational Database
8 12 (6.86%) SQL Server 2008
8 12 (6.86%) SQL Server 2012
9 11 (6.29%) Amazon Redshift
10 9 (5.14%) QlikView
11 8 (4.57%) OLAP
12 7 (4.00%) BusinessObjects
12 7 (4.00%) Enterprise Data Warehouse
12 7 (4.00%) Essbase
12 7 (4.00%) SQL Server 2014
12 7 (4.00%) Star Schema
Development Applications
1 22 (12.57%) Talend Open Studio
2 7 (4.00%) Team Foundation Server
2 7 (4.00%) Visual Studio
3 6 (3.43%) ERwin
4 4 (2.29%) Oracle APEX
5 3 (1.71%) JIRA
6 2 (1.14%) Cucumber
6 2 (1.14%) Jenkins
6 2 (1.14%) Oracle Forms
General
1 49 (28.00%) Finance
2 8 (4.57%) Banking
3 6 (3.43%) Manufacturing
3 6 (3.43%) Marketing
4 5 (2.86%) Pharmaceutical
4 5 (2.86%) Telecoms
5 4 (2.29%) Billing
5 4 (2.29%) Retail
6 3 (1.71%) Advertising
6 3 (1.71%) Local Government
7 2 (1.14%) Electronics
8 1 (0.57%) Back Office
8 1 (0.57%) Investment Banking
8 1 (0.57%) Legal
Job Titles
1 91 (52.00%) Developer
2 23 (13.14%) Business Intelligence Developer
3 19 (10.86%) DBA
4 18 (10.29%) SQL DBA
5 17 (9.71%) Consultant
6 16 (9.14%) Architect
6 16 (9.14%) ETL Developer
7 14 (8.00%) SQL Developer
8 12 (6.86%) Data Warehouse Developer
9 9 (5.14%) Analyst
10 8 (4.57%) Administrator
10 8 (4.57%) OBIEE Developer
10 8 (4.57%) SSIS Developer
11 7 (4.00%) Data Architect
11 7 (4.00%) Data Consultant
12 6 (3.43%) Business Intelligence Architect
12 6 (3.43%) Migration Manager
12 6 (3.43%) Project Manager
12 6 (3.43%) QlikView Developer
12 6 (3.43%) Tester
Libraries, Frameworks & Software Standards
1 14 (8.00%) MDX
2 11 (6.29%) .NET
2 11 (6.29%) Web Services
3 8 (4.57%) XML
4 4 (2.29%) .NET Framework
4 4 (2.29%) ASP.NET
4 4 (2.29%) Kafka
4 4 (2.29%) REST
4 4 (2.29%) WinForms
4 4 (2.29%) WPF
4 4 (2.29%) XSLT
5 3 (1.71%) Spark Streaming
6 1 (0.57%) J2EE
6 1 (0.57%) Oracle Fusion
6 1 (0.57%) PostGIS
Miscellaneous
1 17 (9.71%) Analytical Skills
2 11 (6.29%) Replication
3 8 (4.57%) Data Structures
4 6 (3.43%) Management Information System
5 5 (2.86%) Clustering
5 5 (2.86%) Data Centre
6 2 (1.14%) Credit Risk
6 2 (1.14%) Taxonomies
7 1 (0.57%) Enterprise Software
7 1 (0.57%) FMCG
7 1 (0.57%) Private Cloud
Operating Systems
1 14 (8.00%) Windows
2 8 (4.57%) Linux
2 8 (4.57%) Unix
3 7 (4.00%) Windows Server
4 5 (2.86%) Windows Server 2008
5 1 (0.57%) CentOS
Processes & Methodologies
1 85 (48.57%) Business Intelligence
2 33 (18.86%) Agile Software Development
2 33 (18.86%) Data Modelling
3 29 (16.57%) Migration
4 27 (15.43%) Performance Tuning
5 25 (14.29%) Analytics
5 25 (14.29%) Data Migration
6 17 (9.71%) Visualisation
7 13 (7.43%) Data Integration
7 13 (7.43%) High Availability
8 12 (6.86%) Data Analysis
8 12 (6.86%) Database Mirroring
8 12 (6.86%) Performance Monitoring
9 11 (6.29%) Data Management
9 11 (6.29%) Scrum
10 10 (5.71%) Open Source
10 10 (5.71%) Stakeholder Management
11 9 (5.14%) Data Extraction
11 9 (5.14%) Data Visualisation
11 9 (5.14%) Project Management
Programming Languages
1 95 (54.29%) SQL
2 33 (18.86%) T-SQL
3 14 (8.00%) PowerShell
4 11 (6.29%) C#
5 10 (5.71%) Python
6 8 (4.57%) PL/SQL
7 7 (4.00%) Java
8 4 (2.29%) VB.NET
9 3 (1.71%) Perl
10 2 (1.14%) C
10 2 (1.14%) R
10 2 (1.14%) Shell Script
11 1 (0.57%) ANSI SQL
11 1 (0.57%) JavaScript
11 1 (0.57%) Ruby
11 1 (0.57%) Scala
Qualifications
1 9 (5.14%) Security Cleared
2 8 (4.57%) SC Cleared
3 4 (2.29%) Degree
4 2 (1.14%) ISEB
5 1 (0.57%) BC Cleared
Quality Assurance & Compliance
1 21 (12.00%) Data Quality
2 2 (1.14%) QA
3 1 (0.57%) SLA
System Software
1 1 (0.57%) Oracle RAC
Systems Management
1 2 (1.14%) Control-M
1 2 (1.14%) Failover Clustering
1 2 (1.14%) HP Quality Center
2 1 (0.57%) Data Guard
2 1 (0.57%) Puppet
Vendors
1 37 (21.14%) Oracle
2 33 (18.86%) Microsoft
3 22 (12.57%) Talend
4 15 (8.57%) Informatica
4 15 (8.57%) SAP
5 13 (7.43%) Hyperion
5 13 (7.43%) Tableau
6 11 (6.29%) Teradata
7 9 (5.14%) Ab Initio
8 7 (4.00%) Cognos
9 4 (2.29%) Google
9 4 (2.29%) IBM
9 4 (2.29%) MicroStrategy
10 2 (1.14%) Actian
10 2 (1.14%) Huawei
10 2 (1.14%) NEC
10 2 (1.14%) Nokia Networks
10 2 (1.14%) ParAccel
10 2 (1.14%) Sybase
10 2 (1.14%) Tellabs
Manchester
Nigel Frank International
Rate: £400 - £450 per annum
Posted: Yesterday
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: Yesterday
Manchester, Lancashire
Robert Walters
Rate: £300 - £325 per day
Posted: 6 days ago
Manchester, Lancashire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 6 days ago
Manchester, Lancashire
Robert Walters
Posted: 5 days ago