The table below looks at the statistics for ETL skills in IT contracts advertised for the Cheshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 13 29 48
Rank change year-on-year
+16 +19
Contract jobs citing ETL 73 53 19
As % of all contract IT jobs located in Cheshire 9.14% 4.65% 2.41%
As % of the Processes & Methodologies category 10.67% 5.45% 3.16%
Number of daily rates quoted 54 35 12
Median daily rate £394 £375 £375
Median daily rate % change year-on-year
+5.00% -
90% offered a daily rate of more than £325 £325 £265
10% offered a daily rate of more than £535 £436 £448
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Cheshire region.

Processes & Methodologies Category
Cheshire
Contract IT job ads with a match in the
Processes & Methodologies category
684 972 601
As % of all contract IT jobs located in Cheshire 85.61% 85.34% 76.27%
Number of daily rates quoted 491 668 321
Median daily rate £413 £450 £410
Median daily rate % change year-on-year
-8.33% +9.75%
90% offered a daily rate of more than £275 £325 £275
10% offered a daily rate of more than £600 £605 £565
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 17 28 42
Median hourly rate £21.00 £17.33 £28.00
Median hourly rate % change year-on-year
+21.17% -38.10%
90% offered a hourly rate of more than £13.00 £12.35 £15.00
10% offered a hourly rate of more than £39.00 £36.25 £45.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

ETL
Jobs Demand Trend in Cheshire

The demand trend of contract jobs across the Cheshire region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Cheshire

ETL
Daily Rate Trend in Cheshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Cheshire region.

ETL Daily Rate Trend in Cheshire

ETL
Daily Rate Histogram in Cheshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cheshire region over the 3 months to 27 September 2016.

ETL Daily Rate Histogram in Cheshire

ETL
Hourly Rate Trend in Cheshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Cheshire region.

ETL Hourly Rate Trend in Cheshire

ETL
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Cheshire region over the 3 months to 27 September 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
Chester +8 30 £420 +13.89%
Warrington +24 18 £350 +3.70% 2
Macclesfield -1 3 £500 -
Knutsford - 1 £425 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 27 September 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 Cheshire region with a requirement for ETL.

1 87 (66.92%) SQL
2 68 (52.31%) Talend Open Studio
2 68 (52.31%) Talend
3 63 (48.46%) Agile Software Development
4 53 (40.77%) Business Intelligence
5 46 (35.38%) SQL Server
6 41 (31.54%) Linux
6 41 (31.54%) Vertica
7 38 (29.23%) Data Warehouse
8 36 (27.69%) E-Commerce
9 35 (26.92%) SQL Server Analysis Services
10 33 (25.38%) Java
10 33 (25.38%) OLAP
11 32 (24.62%) Continuous Integration
12 29 (22.31%) Tableau
13 28 (21.54%) Analytics
14 27 (20.77%) Jenkins
14 27 (20.77%) Kimball Methodology
14 27 (20.77%) Dimensional Modelling
15 26 (20.00%) OLAP Cube
16 21 (16.15%) Big Data
17 20 (15.38%) Ab Initio
17 20 (15.38%) Data Modelling
18 18 (13.85%) Data Analysis
18 18 (13.85%) SQL Server Integration Services
19 15 (11.54%) MongoDB
19 15 (11.54%) Finance
20 14 (10.77%) T-SQL
20 14 (10.77%) Amazon AWS
21 13 (10.00%) CRM

ETL
Top Related IT Skills in Cheshire 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 4 (3.08%) Apache Spark
2 3 (2.31%) Apache
3 2 (1.54%) Apache Pig
3 2 (1.54%) SAS
4 1 (0.77%) IIS
4 1 (0.77%) nginx
4 1 (0.77%) OpenStack
4 1 (0.77%) SharePoint
Applications
1 2 (1.54%) MS Excel
2 1 (0.77%) MS Office
Business Applications
1 1 (0.77%) SAP MDM
Cloud Services
1 14 (10.77%) Amazon AWS
2 4 (3.08%) Amazon S3
3 2 (1.54%) Amazon EMR
3 2 (1.54%) Amazon Kinesis
3 2 (1.54%) AWS Elastic Beanstalk
3 2 (1.54%) AWS Lambda
3 2 (1.54%) Cloud Computing
4 1 (0.77%) GitHub
4 1 (0.77%) IaaS
4 1 (0.77%) PaaS
4 1 (0.77%) SaaS
4 1 (0.77%) Veeva
Communications & Networking
1 10 (7.69%) Network Security
2 2 (1.54%) 2G
2 2 (1.54%) 3G
2 2 (1.54%) 4G
2 2 (1.54%) Ethernet
3 1 (0.77%) Broadband
3 1 (0.77%) LTE
3 1 (0.77%) Radio Access Network
Database & Business Intelligence
1 46 (35.38%) SQL Server
2 38 (29.23%) Data Warehouse
3 35 (26.92%) SQL Server Analysis Services
4 33 (25.38%) OLAP
5 26 (20.00%) OLAP Cube
6 21 (16.15%) Big Data
7 18 (13.85%) SQL Server Integration Services
8 15 (11.54%) MongoDB
9 10 (7.69%) Amazon Redshift
10 9 (6.92%) Data Mining
10 9 (6.92%) SQL Server Reporting Services
11 7 (5.38%) Oracle OLAP
11 7 (5.38%) Star Schema
12 6 (4.62%) PostgreSQL
12 6 (4.62%) Relational Database
13 5 (3.85%) Data Mart
13 5 (3.85%) Enterprise Data Warehouse
13 5 (3.85%) Essbase
13 5 (3.85%) MySQL
13 5 (3.85%) Oracle BI EE
Development Applications
1 68 (52.31%) Talend Open Studio
2 27 (20.77%) Jenkins
3 11 (8.46%) Cucumber
4 7 (5.38%) ERwin
5 2 (1.54%) Team Foundation Server
6 1 (0.77%) Maven
6 1 (0.77%) Vagrant
6 1 (0.77%) Visual Studio
General
1 15 (11.54%) Finance
2 3 (2.31%) Banking
2 3 (2.31%) Pharmaceutical
3 2 (1.54%) Advertising
3 2 (1.54%) Marketing
3 2 (1.54%) Retail
3 2 (1.54%) Telecoms
4 1 (0.77%) Manufacturing
Job Titles
1 50 (38.46%) Developer
2 22 (16.92%) DBA
3 20 (15.38%) ETL Developer
4 17 (13.08%) Tester
5 16 (12.31%) Talend Developer
6 15 (11.54%) ETL Tester
7 13 (10.00%) SQL Developer
8 9 (6.92%) Consultant
8 9 (6.92%) Data Engineer
9 8 (6.15%) Analyst
9 8 (6.15%) SSIS Developer
10 7 (5.38%) Designer
11 6 (4.62%) Senior Designer
11 6 (4.62%) SQL DBA
12 5 (3.85%) Data Consultant
12 5 (3.85%) ETL Analyst
12 5 (3.85%) ETL Consultant
13 4 (3.08%) Architect
13 4 (3.08%) Hyperion Developer
13 4 (3.08%) OBIEE Developer
Libraries, Frameworks & Software Standards
1 6 (4.62%) MDX
2 2 (1.54%) .NET
2 2 (1.54%) Web Services
2 2 (1.54%) WPF
3 1 (0.77%) .NET Framework
3 1 (0.77%) ASP.NET
3 1 (0.77%) Kafka
3 1 (0.77%) WCF
3 1 (0.77%) WinForms
3 1 (0.77%) XML
Miscellaneous
1 12 (9.23%) Data Integration
2 10 (7.69%) Digital Media
3 5 (3.85%) Replication
4 4 (3.08%) Data Centre
5 3 (2.31%) Analytical Skills
5 3 (2.31%) Visualisation
6 2 (1.54%) Management Information System
7 1 (0.77%) Credit Risk
7 1 (0.77%) iPad
7 1 (0.77%) Mathematics
Operating Systems
1 41 (31.54%) Linux
2 4 (3.08%) Windows
3 2 (1.54%) Unix
4 1 (0.77%) Windows Server
4 1 (0.77%) Windows Server 2008
Processes & Methodologies
1 63 (48.46%) Agile Software Development
2 53 (40.77%) Business Intelligence
3 36 (27.69%) E-Commerce
4 32 (24.62%) Continuous Integration
5 28 (21.54%) Analytics
6 27 (20.77%) Dimensional Modelling
6 27 (20.77%) Kimball Methodology
7 20 (15.38%) Data Modelling
8 18 (13.85%) Data Analysis
9 13 (10.00%) CRM
10 11 (8.46%) ERP
11 10 (7.69%) Performance Tuning
11 10 (7.69%) Scrum
11 10 (7.69%) Web Development
12 7 (5.38%) High Availability
12 7 (5.38%) Open Source
13 6 (4.62%) Mentoring
13 6 (4.62%) Migration
13 6 (4.62%) Performance Monitoring
14 5 (3.85%) Performance Management
Programming Languages
1 87 (66.92%) SQL
2 33 (25.38%) Java
3 14 (10.77%) T-SQL
4 10 (7.69%) JavaScript
4 10 (7.69%) PHP
5 9 (6.92%) R
6 3 (2.31%) PowerShell
6 3 (2.31%) Python
7 2 (1.54%) C
7 2 (1.54%) C#
7 2 (1.54%) Perl
7 2 (1.54%) PL/SQL
8 1 (0.77%) Ruby
8 1 (0.77%) Shell Script
8 1 (0.77%) VB.NET
8 1 (0.77%) VBA
Qualifications
1 4 (3.08%) Security Cleared
2 3 (2.31%) SC Cleared
3 1 (0.77%) BC Cleared
3 1 (0.77%) Degree
3 1 (0.77%) ISEB
3 1 (0.77%) ISTQB
System Software
1 2 (1.54%) Docker
2 1 (0.77%) Oracle RAC
Systems Management
1 1 (0.77%) Puppet
Vendors
1 68 (52.31%) Talend
2 41 (31.54%) Vertica
3 29 (22.31%) Tableau
4 20 (15.38%) Ab Initio
5 12 (9.23%) Informatica
6 11 (8.46%) Microsoft
6 11 (8.46%) Oracle
7 6 (4.62%) Hyperion
8 5 (3.85%) Teradata
9 4 (3.08%) SAP
10 3 (2.31%) ParAccel
11 2 (1.54%) Actian
11 2 (1.54%) Huawei
11 2 (1.54%) MicroStrategy
11 2 (1.54%) NEC
11 2 (1.54%) Nokia Networks
11 2 (1.54%) Sybase
11 2 (1.54%) Tellabs
12 1 (0.77%) Concur
12 1 (0.77%) Nokia
Warrington, Cheshire
ninesharp
Rate: Market Rates
Posted: 5 days ago