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 11 December 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
11 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 19 49 63
Rank change year-on-year
+30 +14
Contract jobs citing ETL 43 28 7
As % of all contract IT jobs located in Cheshire 6.76% 2.81% 0.90%
As % of the Processes & Methodologies category 8.07% 3.52% 1.09%
Number of daily rates quoted 27 17 3
Median daily rate £403 £400 £310
Median daily rate % change year-on-year
+0.62% +29.03%
90% offered a daily rate of more than £310 £295 £306
10% offered a daily rate of more than £575 £450 £422
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.00
UK excluding London median hourly rate £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
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
533 795 640
As % of all contract IT jobs located in Cheshire 83.81% 79.90% 81.95%
Number of daily rates quoted 407 550 338
Median daily rate £425 £439 £390
Median daily rate % change year-on-year
-3.13% +12.50%
90% offered a daily rate of more than £275 £300 £240
10% offered a daily rate of more than £650 £625 £505
UK excluding London median daily rate £413 £400 £387
% change year-on-year
+3.12% +3.35%
Number of hourly rates quoted 15 27 36
Median hourly rate £19.66 £18.00 £28.00
Median hourly rate % change year-on-year
+9.22% -35.71%
90% offered a hourly rate of more than £15.00 £13.00 £13.50
10% offered a hourly rate of more than £42.50 £25.50 £45.00
UK excluding London median hourly rate £30.00 £33.00 £25.00
% change year-on-year
-9.09% +32.00%

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 11 December 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 11 December 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
Warrington +10 17 £388 -11.42% 2
Chester +11 11 £401 +11.45% 1
Macclesfield +1 8 £550 +27.53%
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 11 December 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 69 (62.16%) SQL
2 50 (45.05%) Agile Software Development
3 43 (38.74%) Business Intelligence
4 42 (37.84%) Data Warehouse
5 40 (36.04%) SQL Server
6 39 (35.14%) Talend Open Studio
6 39 (35.14%) Talend
7 32 (28.83%) Finance
8 30 (27.03%) Performance Tuning
9 26 (23.42%) SQL Server Analysis Services
9 26 (23.42%) SQL Server Integration Services
10 24 (21.62%) Data Modelling
11 22 (19.82%) T-SQL
11 22 (19.82%) Tableau
11 22 (19.82%) Analytics
12 21 (18.92%) Linux
12 21 (18.92%) SQL Server Reporting Services
13 20 (18.02%) E-Commerce
14 19 (17.12%) OLAP
14 19 (17.12%) Amazon AWS
15 18 (16.22%) Performance Monitoring
15 18 (16.22%) Oracle
15 18 (16.22%) Microsoft
16 17 (15.32%) Ab Initio
16 17 (15.32%) Vertica
17 16 (14.41%) MDX
17 16 (14.41%) Hyperion
18 15 (13.51%) Continuous Integration
18 15 (13.51%) High Availability
19 14 (12.61%) Oracle BI EE

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 5 (4.50%) IIS
1 5 (4.50%) SharePoint
2 4 (3.60%) Apache Spark
3 3 (2.70%) Apache
3 3 (2.70%) SAS
4 2 (1.80%) Apache Pig
5 1 (0.90%) nginx
5 1 (0.90%) OpenStack
Applications
1 7 (6.31%) MS Excel
2 1 (0.90%) MS Office
Business Applications
1 1 (0.90%) Dynamics CRM
1 1 (0.90%) Dynamics NAV
Cloud Services
1 19 (17.12%) Amazon AWS
2 2 (1.80%) Amazon EMR
2 2 (1.80%) Amazon S3
2 2 (1.80%) AWS Lambda
2 2 (1.80%) Cloud Computing
3 1 (0.90%) GitHub
3 1 (0.90%) IaaS
3 1 (0.90%) PaaS
3 1 (0.90%) SaaS
Communications & Networking
1 2 (1.80%) 2G
1 2 (1.80%) 3G
1 2 (1.80%) 4G
1 2 (1.80%) Ethernet
1 2 (1.80%) Network Security
2 1 (0.90%) Broadband
2 1 (0.90%) LTE
2 1 (0.90%) Radio Access Network
Database & Business Intelligence
1 42 (37.84%) Data Warehouse
2 40 (36.04%) SQL Server
3 26 (23.42%) SQL Server Analysis Services
3 26 (23.42%) SQL Server Integration Services
4 21 (18.92%) SQL Server Reporting Services
5 19 (17.12%) OLAP
6 14 (12.61%) Amazon Redshift
6 14 (12.61%) Oracle BI EE
7 13 (11.71%) MongoDB
8 12 (10.81%) Essbase
9 11 (9.91%) Data Mart
9 11 (9.91%) Star Schema
10 10 (9.01%) Oracle OLAP
10 10 (9.01%) Relational Database
10 10 (9.01%) SQL Server 2008
11 9 (8.11%) Enterprise Data Warehouse
11 9 (8.11%) OLAP Cube
12 7 (6.31%) Data Mining
12 7 (6.31%) Oracle Reports
12 7 (6.31%) SQL Server 2012
Development Applications
1 39 (35.14%) Talend Open Studio
2 11 (9.91%) Jenkins
3 9 (8.11%) ERwin
4 6 (5.41%) Team Foundation Server
5 5 (4.50%) Cucumber
6 3 (2.70%) Visual Studio
7 1 (0.90%) Maven
7 1 (0.90%) Oracle APEX
7 1 (0.90%) Oracle Forms
7 1 (0.90%) Vagrant
General
1 32 (28.83%) Finance
2 7 (6.31%) Banking
3 5 (4.50%) Pharmaceutical
4 3 (2.70%) Advertising
4 3 (2.70%) Manufacturing
5 2 (1.80%) Local Government
5 2 (1.80%) Telecoms
6 1 (0.90%) Marketing
6 1 (0.90%) Retail
Job Titles
1 46 (41.44%) Developer
2 26 (23.42%) DBA
3 15 (13.51%) SQL DBA
4 13 (11.71%) SQL Developer
5 11 (9.91%) ETL Tester
5 11 (9.91%) Tester
6 10 (9.01%) OBIEE Developer
7 8 (7.21%) ETL Developer
7 8 (7.21%) SSIS Developer
8 7 (6.31%) Data Engineer
8 7 (6.31%) Designer
9 6 (5.41%) Analyst
9 6 (5.41%) Senior Designer
9 6 (5.41%) Talend Developer
10 5 (4.50%) Architect
10 5 (4.50%) Consultant
10 5 (4.50%) Data Architect
10 5 (4.50%) Hyperion Developer
11 4 (3.60%) SQL Server DBA
11 4 (3.60%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 16 (14.41%) MDX
2 7 (6.31%) Web Services
3 3 (2.70%) .NET
3 3 (2.70%) .NET Framework
3 3 (2.70%) ASP.NET
3 3 (2.70%) WinForms
3 3 (2.70%) WPF
4 1 (0.90%) Kafka
Miscellaneous
1 11 (9.91%) Replication
2 8 (7.21%) Analytical Skills
2 8 (7.21%) Data Integration
3 7 (6.31%) Visualisation
4 4 (3.60%) Data Centre
4 4 (3.60%) Management Information System
5 2 (1.80%) Digital Media
6 1 (0.90%) iPad
6 1 (0.90%) Mathematics
Operating Systems
1 21 (18.92%) Linux
2 10 (9.01%) Windows
3 5 (4.50%) Windows Server
3 5 (4.50%) Windows Server 2008
4 2 (1.80%) Unix
Processes & Methodologies
1 50 (45.05%) Agile Software Development
2 43 (38.74%) Business Intelligence
3 30 (27.03%) Performance Tuning
4 24 (21.62%) Data Modelling
5 22 (19.82%) Analytics
6 20 (18.02%) E-Commerce
7 18 (16.22%) Performance Monitoring
8 15 (13.51%) Continuous Integration
8 15 (13.51%) High Availability
9 14 (12.61%) Data Analysis
9 14 (12.61%) Scrum
10 11 (9.91%) Database Mirroring
11 10 (9.01%) Dimensional Modelling
11 10 (9.01%) Kimball Methodology
12 9 (8.11%) Performance Management
13 8 (7.21%) Migration
14 7 (6.31%) Mentoring
15 6 (5.41%) Disaster Recovery
16 5 (4.50%) Project Management
17 4 (3.60%) CRM
Programming Languages
1 69 (62.16%) SQL
2 22 (19.82%) T-SQL
3 13 (11.71%) Java
4 9 (8.11%) PowerShell
5 6 (5.41%) R
6 3 (2.70%) C#
6 3 (2.70%) Python
6 3 (2.70%) VB.NET
7 2 (1.80%) C
7 2 (1.80%) JavaScript
7 2 (1.80%) Perl
7 2 (1.80%) PHP
8 1 (0.90%) PL/SQL
8 1 (0.90%) Ruby
8 1 (0.90%) Shell Script
8 1 (0.90%) VBA
Qualifications
1 4 (3.60%) Security Cleared
2 3 (2.70%) SC Cleared
3 1 (0.90%) BC Cleared
3 1 (0.90%) Degree
Systems Management
1 1 (0.90%) Puppet
Vendors
1 39 (35.14%) Talend
2 22 (19.82%) Tableau
3 18 (16.22%) Microsoft
3 18 (16.22%) Oracle
4 17 (15.32%) Ab Initio
4 17 (15.32%) Vertica
5 16 (14.41%) Hyperion
6 10 (9.01%) Informatica
7 5 (4.50%) Teradata
8 4 (3.60%) Cognos
9 3 (2.70%) ParAccel
10 2 (1.80%) Actian
10 2 (1.80%) Huawei
10 2 (1.80%) MicroStrategy
10 2 (1.80%) NEC
10 2 (1.80%) Nokia Networks
10 2 (1.80%) SAP
10 2 (1.80%) Sybase
10 2 (1.80%) Tellabs
11 1 (0.90%) Nokia
Cheshire
Searchability
Rate: £400 - £550 per day
Posted: 6 days ago