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 20 January 2017 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
20 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Cheshire
Rank 21 50 53
Rank change year-on-year
+29 +3
Contract jobs citing ETL 27 21 10
As % of all contract IT jobs located in Cheshire 5.48% 2.34% 1.39%
As % of the Processes & Methodologies category 6.96% 2.96% 1.72%
Number of daily rates quoted 21 15 8
Median daily rate £400 £350 £400
Median daily rate % change year-on-year
+14.28% -12.50%
90% offered a daily rate of more than £340 £293 £350
10% offered a daily rate of more than £575 £450 £600
UK excluding London median daily rate £403 £388 £389
% change year-on-year
+3.87% -0.32%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £36.00
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
388 709 583
As % of all contract IT jobs located in Cheshire 78.70% 78.87% 80.97%
Number of daily rates quoted 274 456 340
Median daily rate £403 £425 £385
Median daily rate % change year-on-year
-5.29% +10.38%
90% offered a daily rate of more than £240 £288 £275
10% offered a daily rate of more than £550 £650 £525
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 13 24 30
Median hourly rate £20.33 £22.50 £35.50
Median hourly rate % change year-on-year
-9.64% -36.61%
90% offered a hourly rate of more than £15.00 £13.00 £13.50
10% offered a hourly rate of more than £42.50 £35.00 £45.00
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 20 January 2017.

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 20 January 2017. 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 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 +6 8 £403 +13.38% 3
Macclesfield +4 7 £550 - 3
Warrington +15 6 £388 +2.31% 1
Crewe - 1 - - 1
Knutsford - 1 - -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 20 January 2017, 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 (60.00%) SQL
2 36 (40.00%) Business Intelligence
3 35 (38.89%) Data Warehouse
3 35 (38.89%) Agile Software Development
4 33 (36.67%) SQL Server
5 30 (33.33%) Finance
6 27 (30.00%) Performance Tuning
7 24 (26.67%) SQL Server Integration Services
8 23 (25.56%) Talend Open Studio
8 23 (25.56%) Talend
9 20 (22.22%) T-SQL
9 20 (22.22%) SQL Server Analysis Services
10 19 (21.11%) SQL Server Reporting Services
11 18 (20.00%) Analytics
12 17 (18.89%) Microsoft
13 16 (17.78%) Data Modelling
14 15 (16.67%) Oracle
14 15 (16.67%) High Availability
14 15 (16.67%) Tableau
14 15 (16.67%) Amazon AWS
15 14 (15.56%) Performance Monitoring
16 13 (14.44%) Linux
16 13 (14.44%) E-Commerce
16 13 (14.44%) Hyperion
17 12 (13.33%) Ab Initio
17 12 (13.33%) MDX
18 11 (12.22%) Continuous Integration
18 11 (12.22%) Replication
18 11 (12.22%) Windows
18 11 (12.22%) OLAP

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 6 (6.67%) SharePoint
2 5 (5.56%) IIS
3 4 (4.44%) Apache Spark
3 4 (4.44%) SAS
4 3 (3.33%) Apache
5 2 (2.22%) Apache Pig
6 1 (1.11%) nginx
6 1 (1.11%) OpenStack
6 1 (1.11%) Oracle SOA Suite
Applications
1 7 (7.78%) MS Excel
2 1 (1.11%) MS Office
2 1 (1.11%) SPSS
Business Applications
1 1 (1.11%) Dynamics CRM
1 1 (1.11%) Dynamics NAV
1 1 (1.11%) Oracle BPM
1 1 (1.11%) SAP MDM
Cloud Services
1 15 (16.67%) Amazon AWS
2 2 (2.22%) Amazon EMR
2 2 (2.22%) Amazon S3
2 2 (2.22%) AWS Lambda
2 2 (2.22%) Cloud Computing
3 1 (1.11%) GitHub
3 1 (1.11%) IaaS
3 1 (1.11%) PaaS
3 1 (1.11%) SaaS
Communications & Networking
1 2 (2.22%) 2G
1 2 (2.22%) 3G
1 2 (2.22%) 4G
1 2 (2.22%) Ethernet
2 1 (1.11%) Broadband
2 1 (1.11%) LTE
2 1 (1.11%) Network Security
2 1 (1.11%) Radio Access Network
Database & Business Intelligence
1 35 (38.89%) Data Warehouse
2 33 (36.67%) SQL Server
3 24 (26.67%) SQL Server Integration Services
4 20 (22.22%) SQL Server Analysis Services
5 19 (21.11%) SQL Server Reporting Services
6 11 (12.22%) OLAP
7 10 (11.11%) Amazon Redshift
7 10 (11.11%) Big Data
7 10 (11.11%) Oracle BI EE
7 10 (11.11%) SQL Server 2008
8 9 (10.00%) MongoDB
9 8 (8.89%) Essbase
10 7 (7.78%) Data Mart
10 7 (7.78%) Enterprise Data Warehouse
10 7 (7.78%) SQL Server 2012
10 7 (7.78%) Star Schema
11 6 (6.67%) Data Mining
11 6 (6.67%) Hadoop
11 6 (6.67%) Oracle OLAP
11 6 (6.67%) Relational Database
Development Applications
1 23 (25.56%) Talend Open Studio
2 7 (7.78%) Jenkins
3 6 (6.67%) Team Foundation Server
4 5 (5.56%) ERwin
5 4 (4.44%) Cucumber
5 4 (4.44%) Visual Studio
6 2 (2.22%) Oracle APEX
7 1 (1.11%) Maven
7 1 (1.11%) Oracle Forms
7 1 (1.11%) Vagrant
General
1 30 (33.33%) Finance
2 8 (8.89%) Banking
3 4 (4.44%) Manufacturing
3 4 (4.44%) Pharmaceutical
4 2 (2.22%) Advertising
4 2 (2.22%) Local Government
4 2 (2.22%) Telecoms
5 1 (1.11%) Investment Banking
5 1 (1.11%) Marketing
5 1 (1.11%) Retail
Job Titles
1 37 (41.11%) Developer
2 23 (25.56%) DBA
3 13 (14.44%) SQL DBA
4 10 (11.11%) SQL Developer
4 10 (11.11%) Tester
5 9 (10.00%) ETL Tester
6 7 (7.78%) OBIEE Developer
7 6 (6.67%) Analyst
7 6 (6.67%) Architect
8 5 (5.56%) Data Architect
8 5 (5.56%) ETL Developer
8 5 (5.56%) SSIS Developer
9 4 (4.44%) C# Developer
9 4 (4.44%) Data Engineer
9 4 (4.44%) Project Manager
9 4 (4.44%) SQL Analyst
10 3 (3.33%) Administrator
10 3 (3.33%) Data Warehouse Developer
10 3 (3.33%) Oracle Developer
10 3 (3.33%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 12 (13.33%) MDX
2 7 (7.78%) Web Services
3 4 (4.44%) .NET
3 4 (4.44%) .NET Framework
3 4 (4.44%) ASP.NET
3 4 (4.44%) WinForms
3 4 (4.44%) WPF
4 2 (2.22%) Kafka
5 1 (1.11%) REST
5 1 (1.11%) XML
Miscellaneous
1 11 (12.22%) Replication
2 8 (8.89%) Analytical Skills
2 8 (8.89%) Visualisation
3 4 (4.44%) Data Centre
3 4 (4.44%) Data Integration
4 2 (2.22%) Management Information System
5 1 (1.11%) Digital Media
5 1 (1.11%) Mathematics
5 1 (1.11%) Taxonomies
Operating Systems
1 13 (14.44%) Linux
2 11 (12.22%) Windows
3 5 (5.56%) Unix
3 5 (5.56%) Windows Server
3 5 (5.56%) Windows Server 2008
Processes & Methodologies
1 36 (40.00%) Business Intelligence
2 35 (38.89%) Agile Software Development
3 27 (30.00%) Performance Tuning
4 18 (20.00%) Analytics
5 16 (17.78%) Data Modelling
6 15 (16.67%) High Availability
7 14 (15.56%) Performance Monitoring
8 13 (14.44%) E-Commerce
9 11 (12.22%) Continuous Integration
9 11 (12.22%) Database Mirroring
10 10 (11.11%) Data Analysis
10 10 (11.11%) Scrum
11 7 (7.78%) Migration
12 6 (6.67%) Dimensional Modelling
12 6 (6.67%) Disaster Recovery
12 6 (6.67%) Kimball Methodology
12 6 (6.67%) Project Management
13 5 (5.56%) Performance Management
14 4 (4.44%) Data Migration
14 4 (4.44%) Database Tuning
Programming Languages
1 54 (60.00%) SQL
2 20 (22.22%) T-SQL
3 10 (11.11%) Java
4 9 (10.00%) PowerShell
5 4 (4.44%) C#
5 4 (4.44%) Python
5 4 (4.44%) VB.NET
6 3 (3.33%) Perl
6 3 (3.33%) R
7 2 (2.22%) C
7 2 (2.22%) JavaScript
7 2 (2.22%) PL/SQL
7 2 (2.22%) Shell Script
8 1 (1.11%) ANSI SQL
8 1 (1.11%) PHP
8 1 (1.11%) Ruby
8 1 (1.11%) VBA
Qualifications
1 4 (4.44%) Security Cleared
2 3 (3.33%) SC Cleared
3 1 (1.11%) BC Cleared
3 1 (1.11%) Degree
Quality Assurance & Compliance
1 3 (3.33%) Data Quality
2 1 (1.11%) QA
Systems Management
1 1 (1.11%) Control-M
1 1 (1.11%) Puppet
Vendors
1 23 (25.56%) Talend
2 17 (18.89%) Microsoft
3 15 (16.67%) Oracle
3 15 (16.67%) Tableau
4 13 (14.44%) Hyperion
5 12 (13.33%) Ab Initio
6 9 (10.00%) Vertica
7 7 (7.78%) Informatica
8 6 (6.67%) Teradata
9 4 (4.44%) Cognos
10 3 (3.33%) ParAccel
10 3 (3.33%) SAP
11 2 (2.22%) Actian
11 2 (2.22%) Huawei
11 2 (2.22%) MicroStrategy
11 2 (2.22%) NEC
11 2 (2.22%) Nokia Networks
11 2 (2.22%) Sybase
11 2 (2.22%) Tellabs
12 1 (1.11%) Nokia
Crewe, Cheshire
Opus Recruitment Solutions Ltd
Rate: Competitive
Posted: 4 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 3 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 3 days ago
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £500.00 - £550.00 per day
Posted: 3 days ago
Chester
Searchability
Rate: £300 - £400 per day
Posted: 4 days ago