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 January 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
24 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / North West
Rank 54 71 86
Rank change year-on-year
+17 +15
Contract jobs citing ETL 87 90 55
As % of all contract IT jobs located in the North West 3.34% 2.37% 1.78%
As % of the Processes & Methodologies category 4.06% 2.92% 2.31%
Number of daily rates quoted 59 63 30
Median daily rate £400 £350 £350
Median daily rate % change year-on-year
+14.28% -
90% offered a daily rate of more than £325 £275 £275
10% offered a daily rate of more than £575 £450 £525
UK excluding London median daily rate £403 £390 £390
% change year-on-year
+3.20% -
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.00
UK excluding London median hourly rate £40.50 £56.00 £36.75
% change year-on-year
-27.67% +52.38%

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
2141 3079 2376
As % of all contract IT jobs located in the North West 82.13% 80.96% 76.92%
Number of daily rates quoted 1381 1876 1423
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £275 £275 £265
10% offered a daily rate of more than £575 £565 £537
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 64 110 96
Median hourly rate £37.50 £38.00 £28.13
Median hourly rate % change year-on-year
-1.31% +35.11%
90% offered a hourly rate of more than £13.00 £15.00 £13.00
10% offered a hourly rate of more than £51.71 £54.00 £45.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 January 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 24 January 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 0 35 £400 +8.47% 18
Cheshire +38 32 £401 +23.46% 9
Merseyside +8 8 £420 +10.16% 4
Lancashire -9 5 £368 -5.16% 1
Cumbria - 1 - -
ETL
England

ETL
Top 30 Related IT Skills in the North West

For the 6 months to 24 January 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.

1 122 (59.51%) SQL
2 99 (48.29%) Business Intelligence
3 83 (40.49%) Data Warehouse
4 82 (40.00%) SQL Server
5 75 (36.59%) SQL Server Integration Services
6 55 (26.83%) Finance
7 50 (24.39%) SQL Server Reporting Services
8 45 (21.95%) Agile Software Development
9 42 (20.49%) SQL Server Analysis Services
10 38 (18.54%) Data Modelling
11 37 (18.05%) Oracle
11 37 (18.05%) T-SQL
12 36 (17.56%) Talend Open Studio
12 36 (17.56%) Talend
13 33 (16.10%) Microsoft
14 32 (15.61%) Migration
15 31 (15.12%) Analytics
16 30 (14.63%) Performance Tuning
17 27 (13.17%) Data Migration
18 24 (11.71%) Big Data
19 22 (10.73%) Amazon AWS
20 21 (10.24%) Informatica
20 21 (10.24%) SAP
21 20 (9.76%) Tableau
22 19 (9.27%) Data Quality
23 18 (8.78%) MS Excel
23 18 (8.78%) Analytical Skills
24 17 (8.29%) Visualisation
24 17 (8.29%) Data Analysis
25 16 (7.80%) Linux

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 (4.39%) SAS
2 8 (3.90%) Apache Spark
3 7 (3.41%) SharePoint
4 5 (2.44%) IIS
5 3 (1.46%) Apache
5 3 (1.46%) Apache Pig
5 3 (1.46%) PowerExchange
6 2 (0.98%) Oracle SOA Suite
7 1 (0.49%) Elasticsearch
7 1 (0.49%) nginx
7 1 (0.49%) OpenStack
7 1 (0.49%) SharePoint 2013
Applications
1 18 (8.78%) MS Excel
2 1 (0.49%) MS Office
2 1 (0.49%) MS PowerPoint
2 1 (0.49%) SPSS
Business Applications
1 3 (1.46%) SAP Oil and Gas
2 2 (0.98%) Oracle EBS
3 1 (0.49%) Cognos Business Intelligence
3 1 (0.49%) Dynamics CRM
3 1 (0.49%) Dynamics NAV
3 1 (0.49%) Oracle BPM
3 1 (0.49%) Oracle Financials
3 1 (0.49%) SAP MDM
3 1 (0.49%) Unit4 Business World
Cloud Services
1 22 (10.73%) Amazon AWS
2 9 (4.39%) Microsoft Azure
3 5 (2.44%) Cloud Computing
4 4 (1.95%) Amazon EMR
5 2 (0.98%) Amazon S3
5 2 (0.98%) AWS Lambda
5 2 (0.98%) Google Cloud Platform
6 1 (0.49%) Amazon Kinesis
6 1 (0.49%) GitHub
6 1 (0.49%) IaaS
6 1 (0.49%) PaaS
6 1 (0.49%) SaaS
Communications & Networking
1 3 (1.46%) Internet
2 2 (0.98%) 2G
2 2 (0.98%) 3G
2 2 (0.98%) 4G
2 2 (0.98%) Ethernet
3 1 (0.49%) Broadband
3 1 (0.49%) DHCP
3 1 (0.49%) DNS
3 1 (0.49%) Firewall
3 1 (0.49%) LTE
3 1 (0.49%) Network Security
3 1 (0.49%) Radio Access Network
Database & Business Intelligence
1 83 (40.49%) Data Warehouse
2 82 (40.00%) SQL Server
3 75 (36.59%) SQL Server Integration Services
4 50 (24.39%) SQL Server Reporting Services
5 42 (20.49%) SQL Server Analysis Services
6 24 (11.71%) Big Data
7 14 (6.83%) OLAP
7 14 (6.83%) Oracle Reports
7 14 (6.83%) Relational Database
7 14 (6.83%) SQL Server 2012
8 13 (6.34%) Hadoop
8 13 (6.34%) Oracle BI EE
8 13 (6.34%) SQL Server 2008
9 12 (5.85%) Amazon Redshift
10 9 (4.39%) MongoDB
11 8 (3.90%) Enterprise Data Warehouse
11 8 (3.90%) Essbase
11 8 (3.90%) OLAP Cube
11 8 (3.90%) SQL Server 2014
11 8 (3.90%) Star Schema
Development Applications
1 36 (17.56%) Talend Open Studio
2 8 (3.90%) Jenkins
2 8 (3.90%) Team Foundation Server
3 6 (2.93%) Visual Studio
4 5 (2.44%) ERwin
5 4 (1.95%) Cucumber
5 4 (1.95%) Oracle APEX
6 2 (0.98%) JIRA
6 2 (0.98%) Oracle Forms
7 1 (0.49%) Maven
7 1 (0.49%) Vagrant
General
1 55 (26.83%) Finance
2 12 (5.85%) Banking
3 9 (4.39%) Marketing
4 7 (3.41%) Manufacturing
5 6 (2.93%) Advertising
5 6 (2.93%) Telecoms
6 5 (2.44%) Pharmaceutical
6 5 (2.44%) Retail
7 4 (1.95%) Billing
8 3 (1.46%) Electronics
9 2 (0.98%) Back Office
9 2 (0.98%) Local Government
10 1 (0.49%) Front Office
10 1 (0.49%) Games
10 1 (0.49%) General Ledger
10 1 (0.49%) Investment Banking
10 1 (0.49%) Legal
10 1 (0.49%) Retail Banking
Job Titles
1 97 (47.32%) Developer
2 31 (15.12%) DBA
3 25 (12.20%) Business Intelligence Developer
4 24 (11.71%) SQL Developer
5 21 (10.24%) SQL DBA
6 19 (9.27%) ETL Developer
7 18 (8.78%) Consultant
8 17 (8.29%) Architect
9 13 (6.34%) Analyst
10 12 (5.85%) Data Warehouse Developer
10 12 (5.85%) SSIS Developer
11 10 (4.88%) Tester
12 9 (4.39%) Administrator
12 9 (4.39%) OBIEE Developer
12 9 (4.39%) SQL BI Developer
13 8 (3.90%) Data Architect
13 8 (3.90%) ETL Tester
13 8 (3.90%) Migration Manager
14 7 (3.41%) Project Manager
14 7 (3.41%) Talend Developer
Libraries, Frameworks & Software Standards
1 15 (7.32%) MDX
2 12 (5.85%) .NET
3 11 (5.37%) Web Services
4 8 (3.90%) XML
5 4 (1.95%) .NET Framework
5 4 (1.95%) ASP.NET
5 4 (1.95%) REST
5 4 (1.95%) WinForms
5 4 (1.95%) WPF
5 4 (1.95%) XSLT
6 3 (1.46%) Kafka
6 3 (1.46%) Spark Streaming
7 1 (0.49%) J2EE
7 1 (0.49%) Oracle Fusion
7 1 (0.49%) PostGIS
Miscellaneous
1 18 (8.78%) Analytical Skills
2 17 (8.29%) Visualisation
3 15 (7.32%) Replication
4 12 (5.85%) Data Integration
5 9 (4.39%) Data Extraction
6 8 (3.90%) Data Structures
7 6 (2.93%) Management Information System
8 5 (2.44%) Clustering
8 5 (2.44%) Data Centre
8 5 (2.44%) Enterprise Software
9 4 (1.95%) Credit Risk
10 2 (0.98%) Taxonomies
10 2 (0.98%) Virtual Team
11 1 (0.49%) FMCG
11 1 (0.49%) Mathematics
11 1 (0.49%) Private Cloud
Operating Systems
1 16 (7.80%) Linux
2 14 (6.83%) Windows
3 8 (3.90%) Unix
4 7 (3.41%) Windows Server
5 5 (2.44%) Windows Server 2008
6 1 (0.49%) CentOS
Processes & Methodologies
1 99 (48.29%) Business Intelligence
2 45 (21.95%) Agile Software Development
3 38 (18.54%) Data Modelling
4 32 (15.61%) Migration
5 31 (15.12%) Analytics
6 30 (14.63%) Performance Tuning
7 27 (13.17%) Data Migration
8 17 (8.29%) Data Analysis
9 16 (7.80%) High Availability
10 15 (7.32%) E-Commerce
11 14 (6.83%) Performance Monitoring
12 12 (5.85%) Data Management
12 12 (5.85%) Database Mirroring
12 12 (5.85%) Scrum
13 11 (5.37%) Continuous Integration
13 11 (5.37%) ETL Development
14 10 (4.88%) Project Management
15 9 (4.39%) Data Architecture
15 9 (4.39%) Dimensional Modelling
15 9 (4.39%) Stakeholder Management
Programming Languages
1 122 (59.51%) SQL
2 37 (18.05%) T-SQL
3 16 (7.80%) Java
4 13 (6.34%) C#
4 13 (6.34%) PowerShell
5 9 (4.39%) Python
6 7 (3.41%) PL/SQL
7 4 (1.95%) R
7 4 (1.95%) VB.NET
8 3 (1.46%) Perl
9 2 (0.98%) C
9 2 (0.98%) Ruby
9 2 (0.98%) Shell Script
10 1 (0.49%) ANSI SQL
10 1 (0.49%) JavaScript
10 1 (0.49%) Scala
10 1 (0.49%) VBA
Qualifications
1 10 (4.88%) Security Cleared
2 9 (4.39%) SC Cleared
3 4 (1.95%) Degree
4 2 (0.98%) ISEB
5 1 (0.49%) BC Cleared
Quality Assurance & Compliance
1 19 (9.27%) Data Quality
2 2 (0.98%) QA
3 1 (0.49%) SLA
System Software
1 1 (0.49%) Oracle RAC
Systems Management
1 2 (0.98%) Failover Clustering
1 2 (0.98%) HP Quality Center
1 2 (0.98%) Puppet
2 1 (0.49%) Control-M
2 1 (0.49%) Data Guard
Vendors
1 37 (18.05%) Oracle
2 36 (17.56%) Talend
3 33 (16.10%) Microsoft
4 21 (10.24%) Informatica
4 21 (10.24%) SAP
5 20 (9.76%) Tableau
6 14 (6.83%) Ab Initio
6 14 (6.83%) Hyperion
7 12 (5.85%) Cognos
7 12 (5.85%) Teradata
8 9 (4.39%) Vertica
9 4 (1.95%) Google
9 4 (1.95%) IBM
9 4 (1.95%) MicroStrategy
10 3 (1.46%) ParAccel
11 2 (0.98%) Actian
11 2 (0.98%) Huawei
11 2 (0.98%) Nokia Networks
11 2 (0.98%) Sybase
11 2 (0.98%) Tellabs
Liverpool
Nigel Frank International
Rate: £320 - £400 per day
Posted: 4 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 6 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 6 days ago
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £500.00 - £550.00 per day
Posted: 6 days ago
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 20 days ago