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 1 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
1 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 27 37 54
Rank change year-on-year
+10 +17
Contract jobs citing ETL 61 36 14
As % of all contract IT jobs located in Cheshire 6.94% 3.64% 1.78%
As % of the Processes & Methodologies category 8.34% 4.38% 2.32%
Number of daily rates quoted 56 23 11
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £325 £321 £297
10% offered a daily rate of more than £494 £515 £439
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 1 0
Median hourly rate - £33.00 -
UK excluding London median hourly rate £20.50 £30.00 £37.80
% change year-on-year
-31.66% -20.63%
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
731 822 604
As % of all contract IT jobs located in Cheshire 83.16% 83.03% 76.75%
Number of daily rates quoted 538 498 314
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £317 £300 £245
10% offered a daily rate of more than £575 £528 £540
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 6 30 26
Median hourly rate £62.50 £19.45 £35.00
Median hourly rate % change year-on-year
+221.33% -44.42%
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 1 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 1 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 +16 43 £413 +3.12% 1
Macclesfield 0 3 £506 -
Warrington -15 2 £325 -2.25%
Knutsford - 1 £425 - 2
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 1 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 61 (62.89%) SQL
2 59 (60.82%) Talend Open Studio
2 59 (60.82%) Talend
3 52 (53.61%) Agile Software Development
4 40 (41.24%) SQL Server
5 36 (37.11%) Continuous Integration
6 34 (35.05%) Business Intelligence
7 31 (31.96%) Java
8 27 (27.84%) Data Modelling
8 27 (27.84%) Vertica
9 24 (24.74%) SQL Server Analysis Services
10 23 (23.71%) Linux
11 22 (22.68%) Finance
12 21 (21.65%) E-Commerce
12 21 (21.65%) SQL Server Integration Services
13 20 (20.62%) Data Integration
13 20 (20.62%) OLAP
14 18 (18.56%) Data Warehouse
14 18 (18.56%) Dimensional Modelling
14 18 (18.56%) Kimball Methodology
14 18 (18.56%) Analytics
14 18 (18.56%) OLAP Cube
15 17 (17.53%) Jenkins
15 17 (17.53%) T-SQL
16 16 (16.49%) Scrum
16 16 (16.49%) Big Data
17 15 (15.46%) Tableau
17 15 (15.46%) PostgreSQL
18 14 (14.43%) SOA
18 14 (14.43%) Amazon AWS

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 (1.03%) BizTalk Server
1 1 (1.03%) SAS
Applications
1 1 (1.03%) MS Excel
Business Applications
1 7 (7.22%) SAP MDM
Cloud Services
1 14 (14.43%) Amazon AWS
2 11 (11.34%) Amazon Kinesis
2 11 (11.34%) Amazon S3
2 11 (11.34%) AWS Elastic Beanstalk
3 7 (7.22%) Veeva
Communications & Networking
1 9 (9.28%) Network Security
Database & Business Intelligence
1 40 (41.24%) SQL Server
2 24 (24.74%) SQL Server Analysis Services
3 21 (21.65%) SQL Server Integration Services
4 20 (20.62%) OLAP
5 18 (18.56%) Data Warehouse
5 18 (18.56%) OLAP Cube
6 16 (16.49%) Big Data
7 15 (15.46%) PostgreSQL
8 13 (13.40%) Amazon Redshift
8 13 (13.40%) MySQL
8 13 (13.40%) Star Schema
9 7 (7.22%) SQL Server Reporting Services
10 6 (6.19%) Data Mining
11 5 (5.15%) MongoDB
12 4 (4.12%) SQL Server 2008
12 4 (4.12%) SQL Server 2012
12 4 (4.12%) SQL Server 2014
13 2 (2.06%) Data Mart
13 2 (2.06%) Essbase
13 2 (2.06%) Relational Database
Development Applications
1 59 (60.82%) Talend Open Studio
2 17 (17.53%) Jenkins
3 13 (13.40%) ERwin
4 11 (11.34%) Team Foundation Server
5 7 (7.22%) Cucumber
6 1 (1.03%) MSTest
General
1 22 (22.68%) Finance
2 11 (11.34%) Pharmaceutical
3 5 (5.15%) Banking
4 2 (2.06%) Advertising
5 1 (1.03%) Marketing
5 1 (1.03%) Retail
Job Titles
1 58 (59.79%) Developer
2 35 (36.08%) ETL Developer
3 18 (18.56%) SQL Developer
3 18 (18.56%) Talend Developer
4 14 (14.43%) Senior Developer
4 14 (14.43%) SSIS Developer
5 12 (12.37%) Senior ETL Developer
6 10 (10.31%) T-SQL Developer
7 9 (9.28%) Analyst
8 8 (8.25%) Consultant
9 7 (7.22%) DBA
9 7 (7.22%) SQL Server Developer
9 7 (7.22%) Tester
10 5 (5.15%) Data Consultant
10 5 (5.15%) Database Developer
10 5 (5.15%) ETL Consultant
10 5 (5.15%) ETL Tester
11 4 (4.12%) Data Engineer
11 4 (4.12%) ETL Analyst
11 4 (4.12%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 3 (3.09%) XML
2 2 (2.06%) .NET
2 2 (2.06%) JSON
2 2 (2.06%) MDX
2 2 (2.06%) RESTful
2 2 (2.06%) SOAP
2 2 (2.06%) XML Schema
3 1 (1.03%) WCF
3 1 (1.03%) Web Services
3 1 (1.03%) WPF
Miscellaneous
1 20 (20.62%) Data Integration
2 11 (11.34%) Replication
3 9 (9.28%) Digital Media
4 5 (5.15%) Management Information System
5 2 (2.06%) Analytical Skills
6 1 (1.03%) Credit Risk
6 1 (1.03%) Data Extraction
Operating Systems
1 23 (23.71%) Linux
2 1 (1.03%) Windows
Processes & Methodologies
1 52 (53.61%) Agile Software Development
2 36 (37.11%) Continuous Integration
3 34 (35.05%) Business Intelligence
4 27 (27.84%) Data Modelling
5 21 (21.65%) E-Commerce
6 18 (18.56%) Analytics
6 18 (18.56%) Dimensional Modelling
6 18 (18.56%) Kimball Methodology
7 16 (16.49%) Scrum
8 14 (14.43%) Performance Tuning
8 14 (14.43%) SOA
9 13 (13.40%) Mentoring
10 12 (12.37%) Automated Testing
11 11 (11.34%) CRM
11 11 (11.34%) Data Analysis
11 11 (11.34%) Database Tuning
11 11 (11.34%) High Availability
12 10 (10.31%) ERP
13 9 (9.28%) Web Development
14 7 (7.22%) DRM
Programming Languages
1 61 (62.89%) SQL
2 31 (31.96%) Java
3 17 (17.53%) T-SQL
4 9 (9.28%) JavaScript
4 9 (9.28%) PHP
5 4 (4.12%) R
6 2 (2.06%) PL/SQL
7 1 (1.03%) C#
Qualifications
1 2 (2.06%) ISEB
2 1 (1.03%) ISTQB
Quality Assurance & Compliance
1 3 (3.09%) Data Quality
2 1 (1.03%) QA
System Software
1 11 (11.34%) Docker
2 1 (1.03%) Oracle RAC
Systems Management
1 1 (1.03%) HP Quality Center
Vendors
1 59 (60.82%) Talend
2 27 (27.84%) Vertica
3 15 (15.46%) Tableau
4 13 (13.40%) SAP
5 12 (12.37%) Oracle
6 7 (7.22%) Concur
6 7 (7.22%) Infor
6 7 (7.22%) Salesforce.com
7 6 (6.19%) Ab Initio
8 4 (4.12%) Informatica
9 3 (3.09%) Microsoft
10 2 (2.06%) Hyperion
10 2 (2.06%) Software AG
11 1 (1.03%) Alteryx
Cheshire
Oscar
Rate: £300 - £375 per day
Posted: 8 hours ago
Cheshire
Oscar
Rate: £350 - £425 per day
Posted: 8 hours ago