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 29 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
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 15 28 50
Rank change year-on-year
+13 +22
Contract jobs citing ETL 67 46 17
As % of all contract IT jobs located in Cheshire 8.58% 4.69% 2.14%
As % of the Processes & Methodologies category 10.21% 5.63% 2.82%
Number of daily rates quoted 57 31 12
Median daily rate £413 £400 £413
Median daily rate % change year-on-year
+3.12% -3.03%
90% offered a daily rate of more than £325 £320 £265
10% offered a daily rate of more than £510 £525 £438
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.00 -
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
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
656 817 602
As % of all contract IT jobs located in Cheshire 83.99% 83.28% 75.91%
Number of daily rates quoted 463 496 319
Median daily rate £425 £400 £395
Median daily rate % change year-on-year
+6.25% +1.26%
90% offered a daily rate of more than £300 £300 £239
10% offered a daily rate of more than £550 £600 £525
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 6 30 27
Median hourly rate £62.50 £33.00 £35.00
Median hourly rate % change year-on-year
+89.39% -5.71%
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 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 29 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
Chester +9 44 £425 +6.25% 3
Warrington +2 7 £338 - 1
Macclesfield +3 4 £513 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 29 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 Cheshire region with a requirement for ETL.

1 77 (63.64%) SQL
2 74 (61.16%) Talend Open Studio
2 74 (61.16%) Talend
3 69 (57.02%) Agile Software Development
4 44 (36.36%) SQL Server
5 42 (34.71%) Business Intelligence
6 39 (32.23%) Continuous Integration
7 35 (28.93%) Java
8 33 (27.27%) Data Modelling
8 33 (27.27%) Vertica
9 29 (23.97%) Linux
9 29 (23.97%) Data Warehouse
9 29 (23.97%) SQL Server Analysis Services
10 28 (23.14%) E-Commerce
11 25 (20.66%) OLAP
12 24 (19.83%) Finance
13 22 (18.18%) Data Integration
13 22 (18.18%) Kimball Methodology
13 22 (18.18%) Tableau
14 21 (17.36%) OLAP Cube
14 21 (17.36%) Analytics
14 21 (17.36%) Dimensional Modelling
14 21 (17.36%) SQL Server Integration Services
15 20 (16.53%) Jenkins
16 18 (14.88%) Scrum
17 17 (14.05%) T-SQL
17 17 (14.05%) Amazon AWS
18 16 (13.22%) Big Data
18 16 (13.22%) PostgreSQL
19 15 (12.40%) Oracle

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 1 (0.83%) BizTalk Server
1 1 (0.83%) SAS
Applications
1 1 (0.83%) MS Excel
Business Applications
1 7 (5.79%) SAP MDM
Cloud Services
1 17 (14.05%) Amazon AWS
2 11 (9.09%) Amazon Kinesis
2 11 (9.09%) Amazon S3
2 11 (9.09%) AWS Elastic Beanstalk
3 7 (5.79%) Veeva
Communications & Networking
1 10 (8.26%) Network Security
Database & Business Intelligence
1 44 (36.36%) SQL Server
2 29 (23.97%) Data Warehouse
2 29 (23.97%) SQL Server Analysis Services
3 25 (20.66%) OLAP
4 21 (17.36%) OLAP Cube
4 21 (17.36%) SQL Server Integration Services
5 16 (13.22%) Big Data
5 16 (13.22%) PostgreSQL
6 15 (12.40%) Amazon Redshift
6 15 (12.40%) Star Schema
7 13 (10.74%) MySQL
8 9 (7.44%) MongoDB
8 9 (7.44%) SQL Server Reporting Services
9 7 (5.79%) Data Mining
10 4 (3.31%) Data Mart
10 4 (3.31%) Essbase
10 4 (3.31%) Oracle BI EE
10 4 (3.31%) Oracle OLAP
10 4 (3.31%) SQL Server 2008
10 4 (3.31%) SQL Server 2012
Development Applications
1 74 (61.16%) Talend Open Studio
2 20 (16.53%) Jenkins
3 15 (12.40%) ERwin
4 8 (6.61%) Cucumber
4 8 (6.61%) Team Foundation Server
5 1 (0.83%) MSTest
General
1 24 (19.83%) Finance
2 12 (9.92%) Pharmaceutical
3 5 (4.13%) Banking
4 3 (2.48%) Advertising
5 2 (1.65%) Retail
6 1 (0.83%) Marketing
Job Titles
1 65 (53.72%) Developer
2 34 (28.10%) ETL Developer
3 22 (18.18%) Talend Developer
4 17 (14.05%) SQL Developer
5 13 (10.74%) Senior Developer
5 13 (10.74%) SSIS Developer
5 13 (10.74%) Tester
6 11 (9.09%) ETL Tester
6 11 (9.09%) Senior ETL Developer
7 10 (8.26%) DBA
8 9 (7.44%) Analyst
9 8 (6.61%) Consultant
9 8 (6.61%) Data Engineer
9 8 (6.61%) T-SQL Developer
10 5 (4.13%) Data Consultant
10 5 (4.13%) Database Developer
10 5 (4.13%) Designer
10 5 (4.13%) ETL Consultant
10 5 (4.13%) SQL Server Developer
11 4 (3.31%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 4 (3.31%) MDX
2 3 (2.48%) XML
3 2 (1.65%) .NET
3 2 (1.65%) JSON
3 2 (1.65%) RESTful
3 2 (1.65%) SOAP
3 2 (1.65%) XML Schema
4 1 (0.83%) WCF
4 1 (0.83%) Web Services
4 1 (0.83%) WPF
Miscellaneous
1 22 (18.18%) Data Integration
2 10 (8.26%) Digital Media
3 9 (7.44%) Replication
4 6 (4.96%) Management Information System
5 2 (1.65%) Analytical Skills
6 1 (0.83%) Credit Risk
6 1 (0.83%) iPad
Operating Systems
1 29 (23.97%) Linux
2 1 (0.83%) Windows
Processes & Methodologies
1 69 (57.02%) Agile Software Development
2 42 (34.71%) Business Intelligence
3 39 (32.23%) Continuous Integration
4 33 (27.27%) Data Modelling
5 28 (23.14%) E-Commerce
6 22 (18.18%) Kimball Methodology
7 21 (17.36%) Analytics
7 21 (17.36%) Dimensional Modelling
8 18 (14.88%) Scrum
9 14 (11.57%) Data Analysis
9 14 (11.57%) Mentoring
9 14 (11.57%) Performance Tuning
9 14 (11.57%) SOA
10 12 (9.92%) Automated Testing
10 12 (9.92%) CRM
11 11 (9.09%) ERP
12 10 (8.26%) Web Development
13 9 (7.44%) Database Tuning
13 9 (7.44%) High Availability
14 7 (5.79%) DRM
Programming Languages
1 77 (63.64%) SQL
2 35 (28.93%) Java
3 17 (14.05%) T-SQL
4 10 (8.26%) JavaScript
4 10 (8.26%) PHP
5 7 (5.79%) R
6 2 (1.65%) PL/SQL
7 1 (0.83%) C#
7 1 (0.83%) VBA
Qualifications
1 2 (1.65%) ISEB
2 1 (0.83%) ISTQB
Quality Assurance & Compliance
1 3 (2.48%) Data Quality
2 1 (0.83%) QA
System Software
1 11 (9.09%) Docker
2 1 (0.83%) Oracle RAC
Systems Management
1 1 (0.83%) HP Quality Center
Vendors
1 74 (61.16%) Talend
2 33 (27.27%) Vertica
3 22 (18.18%) Tableau
4 15 (12.40%) Ab Initio
4 15 (12.40%) Oracle
5 13 (10.74%) SAP
6 8 (6.61%) Informatica
7 7 (5.79%) Concur
7 7 (5.79%) Infor
7 7 (5.79%) Salesforce.com
8 4 (3.31%) Hyperion
8 4 (3.31%) Microsoft
9 2 (1.65%) Software AG
10 1 (0.83%) Alteryx
10 1 (0.83%) Teradata
Chester, Cheshire
TEKsystems
Rate: £400 - £450 per day
Posted: 3 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 3 days ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 4 days ago
Knutsford, Cheshire
TEKsystems
Rate: £400 - £450 per day
Posted: 3 days ago