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 31 May 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
31 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 32 36 48
Rank change year-on-year
+4 +12
Contract jobs citing ETL 63 47 21
As % of all contract IT jobs located in Cheshire 6.20% 4.78% 2.59%
As % of the Processes & Methodologies category 7.29% 5.72% 3.26%
Number of daily rates quoted 53 30 15
Median daily rate £413 £413 £340
Median daily rate % change year-on-year
- +21.32%
90% offered a daily rate of more than £325 £325 £297
10% offered a daily rate of more than £525 £478 £425
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
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
864 821 644
As % of all contract IT jobs located in Cheshire 85.04% 83.52% 79.31%
Number of daily rates quoted 611 519 318
Median daily rate £435 £400 £388
Median daily rate % change year-on-year
+8.75% +3.22%
90% offered a daily rate of more than £325 £300 £245
10% offered a daily rate of more than £600 £525 £540
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 10 33 31
Median hourly rate £26.75 £20.97 £35.00
Median hourly rate % change year-on-year
+27.56% -40.08%
90% offered a hourly rate of more than £12.10 £14.50 £14.25
10% offered a hourly rate of more than £64.75 £40.00 £45.00
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

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 31 May 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 31 May 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 39 £413 +3.12% 1
Macclesfield +1 5 £488 +8.33%
Warrington -16 4 £350 -17.64%
Knutsford - 1 £425 -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 31 May 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 54 (61.36%) SQL
2 53 (60.23%) Talend Open Studio
2 53 (60.23%) Talend
3 42 (47.73%) Agile Software Development
4 35 (39.77%) Continuous Integration
5 34 (38.64%) SQL Server
6 31 (35.23%) Business Intelligence
7 30 (34.09%) Java
8 25 (28.41%) Data Modelling
9 23 (26.14%) Vertica
10 22 (25.00%) SQL Server Analysis Services
11 20 (22.73%) SQL Server Integration Services
11 20 (22.73%) Finance
12 19 (21.59%) Linux
13 18 (20.45%) T-SQL
13 18 (20.45%) Data Integration
14 17 (19.32%) OLAP Cube
14 17 (19.32%) Kimball Methodology
14 17 (19.32%) Dimensional Modelling
14 17 (19.32%) OLAP
14 17 (19.32%) E-Commerce
15 16 (18.18%) Data Warehouse
15 16 (18.18%) Jenkins
16 15 (17.05%) Analytics
16 15 (17.05%) Big Data
17 14 (15.91%) SOA
17 14 (15.91%) PostgreSQL
17 14 (15.91%) Scrum
18 13 (14.77%) SAP
18 13 (14.77%) MySQL

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 (1.14%) BizTalk Server
1 1 (1.14%) SAS
Applications
1 1 (1.14%) MS Excel
Business Applications
1 7 (7.95%) SAP MDM
Cloud Services
1 11 (12.50%) Amazon AWS
1 11 (12.50%) Amazon Kinesis
1 11 (12.50%) Amazon S3
1 11 (12.50%) AWS Elastic Beanstalk
2 7 (7.95%) Veeva
Communications & Networking
1 8 (9.09%) Network Security
Database & Business Intelligence
1 34 (38.64%) SQL Server
2 22 (25.00%) SQL Server Analysis Services
3 20 (22.73%) SQL Server Integration Services
4 17 (19.32%) OLAP
4 17 (19.32%) OLAP Cube
5 16 (18.18%) Data Warehouse
6 15 (17.05%) Big Data
7 14 (15.91%) PostgreSQL
8 13 (14.77%) MySQL
9 11 (12.50%) Amazon Redshift
9 11 (12.50%) Star Schema
10 8 (9.09%) SQL Server Reporting Services
11 5 (5.68%) Data Mining
12 4 (4.55%) SQL Server 2012
12 4 (4.55%) SQL Server 2014
13 3 (3.41%) SQL Server 2008
14 2 (2.27%) MongoDB
15 1 (1.14%) OLTP
15 1 (1.14%) Oracle Database 11g
15 1 (1.14%) QlikView
Development Applications
1 53 (60.23%) Talend Open Studio
2 16 (18.18%) Jenkins
3 11 (12.50%) ERwin
3 11 (12.50%) Team Foundation Server
4 6 (6.82%) Cucumber
5 1 (1.14%) MSTest
General
1 20 (22.73%) Finance
2 10 (11.36%) Pharmaceutical
3 5 (5.68%) Banking
4 1 (1.14%) Advertising
4 1 (1.14%) Marketing
4 1 (1.14%) Retail
Job Titles
1 58 (65.91%) Developer
2 34 (38.64%) ETL Developer
3 18 (20.45%) Talend Developer
4 17 (19.32%) SQL Developer
5 14 (15.91%) Senior Developer
6 13 (14.77%) SSIS Developer
7 12 (13.64%) Senior ETL Developer
8 9 (10.23%) T-SQL Developer
9 8 (9.09%) Analyst
10 6 (6.82%) Business Intelligence Developer
10 6 (6.82%) Consultant
10 6 (6.82%) ETL Consultant
10 6 (6.82%) SQL Server Developer
10 6 (6.82%) Tester
11 5 (5.68%) Database Developer
11 5 (5.68%) DBA
12 4 (4.55%) Data Consultant
12 4 (4.55%) Data Warehouse Analyst
12 4 (4.55%) ETL Tester
12 4 (4.55%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 3 (3.41%) XML
2 2 (2.27%) .NET
2 2 (2.27%) JSON
2 2 (2.27%) RESTful
2 2 (2.27%) SOAP
2 2 (2.27%) XML Schema
3 1 (1.14%) WCF
3 1 (1.14%) Web Services
3 1 (1.14%) WPF
Miscellaneous
1 18 (20.45%) Data Integration
2 11 (12.50%) Replication
3 8 (9.09%) Digital Media
4 4 (4.55%) Analytical Skills
4 4 (4.55%) Management Information System
5 2 (2.27%) Data Extraction
6 1 (1.14%) Credit Risk
Operating Systems
1 19 (21.59%) Linux
2 1 (1.14%) Windows
Processes & Methodologies
1 42 (47.73%) Agile Software Development
2 35 (39.77%) Continuous Integration
3 31 (35.23%) Business Intelligence
4 25 (28.41%) Data Modelling
5 17 (19.32%) Dimensional Modelling
5 17 (19.32%) E-Commerce
5 17 (19.32%) Kimball Methodology
6 15 (17.05%) Analytics
7 14 (15.91%) Scrum
7 14 (15.91%) SOA
8 12 (13.64%) Automated Testing
8 12 (13.64%) Performance Tuning
9 11 (12.50%) Database Tuning
9 11 (12.50%) High Availability
9 11 (12.50%) Mentoring
10 10 (11.36%) CRM
11 9 (10.23%) Data Analysis
11 9 (10.23%) ERP
12 8 (9.09%) Web Development
13 7 (7.95%) DRM
Programming Languages
1 54 (61.36%) SQL
2 30 (34.09%) Java
3 18 (20.45%) T-SQL
4 8 (9.09%) JavaScript
4 8 (9.09%) PHP
5 2 (2.27%) R
6 1 (1.14%) C#
6 1 (1.14%) PL/SQL
Qualifications
1 2 (2.27%) ISEB
2 1 (1.14%) ISTQB
Quality Assurance & Compliance
1 3 (3.41%) Data Quality
2 1 (1.14%) QA
System Software
1 11 (12.50%) Docker
2 1 (1.14%) Oracle RAC
Systems Management
1 1 (1.14%) HP Quality Center
Vendors
1 53 (60.23%) Talend
2 23 (26.14%) Vertica
3 13 (14.77%) SAP
4 11 (12.50%) Tableau
5 9 (10.23%) Oracle
6 7 (7.95%) Concur
6 7 (7.95%) Infor
6 7 (7.95%) Salesforce.com
7 4 (4.55%) Ab Initio
8 3 (3.41%) Informatica
9 2 (2.27%) Microsoft
9 2 (2.27%) Software AG
10 1 (1.14%) Alteryx
Chester
Lawrence Harvey
Posted: 11 days ago
Cheshire
Lawrence Harvey
Posted: 19 days ago