The following table provides summary statistics for contract job vacancies advertised in Cheshire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Cheshire
Rank 28 48 36
Rank change year-on-year +20 -12  
Contract jobs citing ETL 27 33 37
As % of all contract IT jobs advertised in Cheshire 5.02% 3.42% 4.56%
As % of the Processes & Methodologies category 5.93% 4.05% 5.47%
Number of daily rates quoted 17 20 26
Median daily rate £350 £414 £406
Median daily rate % change year-on-year -15.40% +1.84%  
90% offered a daily rate of more than £327 £320 £325
10% offered a daily rate of more than £480 £538 £488
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 1 0 0
Median hourly rate £35.00 - -
UK excluding London median hourly rate £37.50 - £40.00

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cheshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Cheshire
Contract job vacancies with a requirement for process and methodology skills 455 814 677
As % of all contract IT job vacancies advertised in Cheshire 84.57% 84.27% 83.37%
Number of daily rates quoted 321 511 440
Median daily rate £400 £425 £408
Median daily rate % change year-on-year -5.88% +4.29%  
90% offered a daily rate of more than £275 £300 £288
10% offered a daily rate of more than £525 £550 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 19 27 33
Median hourly rate £42.48 £22.54 £35.00
Median hourly rate % change year-on-year +88.44% -35.60%  
90% offered a hourly rate of more than £19.00 £13.00 £18.40
10% offered a hourly rate of more than £44.95 £50.00 £55.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

ETL
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Cheshire

ETL
Contractor Daily Rate Trend in Cheshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Cheshire.

Contractor daily rate trend for ETL in Cheshire

ETL
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing ETL in Cheshire over the 3 months to 25 March 2017.

Contractor daily rate histogram for ETL in Cheshire

ETL
Contractor Hourly Rate Trend in Cheshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL in Cheshire.

Contractor hourly rate trend for ETL 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 25 March 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 - 7 £350 - 5
Macclesfield +1 3 £525 +6.32% 1
Crewe - 3 £350 -
Warrington +16 2 £394 +21.15% 4
Knutsford - 2 - -
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 March 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 33 (52.38%) SQL
2 30 (47.62%) Data Warehouse
3 28 (44.44%) Business Intelligence
3 28 (44.44%) Finance
4 23 (36.51%) Agile Software Development
4 23 (36.51%) SQL Server
4 23 (36.51%) Performance Tuning
5 19 (30.16%) SQL Server Integration Services
6 18 (28.57%) SQL Server Reporting Services
7 16 (25.40%) Talend
7 16 (25.40%) Talend Open Studio
8 15 (23.81%) Oracle
9 14 (22.22%) Analytics
10 13 (20.63%) SQL Server Analysis Services
10 13 (20.63%) Amazon AWS
10 13 (20.63%) T-SQL
11 12 (19.05%) Microsoft
11 12 (19.05%) MDX
11 12 (19.05%) Big Data
11 12 (19.05%) Performance Monitoring
12 11 (17.46%) Hyperion
13 9 (14.29%) Scrum
13 9 (14.29%) Data Modelling
13 9 (14.29%) Amazon Redshift
13 9 (14.29%) High Availability
13 9 (14.29%) Oracle BI EE
14 8 (12.70%) Data Integration
14 8 (12.70%) SQL Server 2008
14 8 (12.70%) Database Mirroring
15 7 (11.11%) PowerShell

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 (7.94%) SharePoint
2 4 (6.35%) IIS
2 4 (6.35%) SAS
3 2 (3.17%) Apache Pig
4 1 (1.59%) Oracle SOA Suite
Applications
1 7 (11.11%) MS Excel
2 1 (1.59%) MS Office
2 1 (1.59%) SPSS
Business Applications
1 1 (1.59%) Dynamics CRM
1 1 (1.59%) Dynamics NAV
1 1 (1.59%) Oracle BPM
1 1 (1.59%) Oracle Financials
1 1 (1.59%) SAP MDG
1 1 (1.59%) SAP MDM
Cloud Services
1 13 (20.63%) Amazon AWS
2 4 (6.35%) Cloud Computing
3 2 (3.17%) Amazon Kinesis
Communications & Networking
1 2 (3.17%) 2G
1 2 (3.17%) 3G
1 2 (3.17%) 4G
1 2 (3.17%) Ethernet
2 1 (1.59%) Broadband
2 1 (1.59%) LTE
2 1 (1.59%) Radio Access Network
Database & Business Intelligence
1 30 (47.62%) Data Warehouse
2 23 (36.51%) SQL Server
3 19 (30.16%) SQL Server Integration Services
4 18 (28.57%) SQL Server Reporting Services
5 13 (20.63%) SQL Server Analysis Services
6 12 (19.05%) Big Data
7 9 (14.29%) Amazon Redshift
7 9 (14.29%) Oracle BI EE
8 8 (12.70%) SQL Server 2008
9 7 (11.11%) Essbase
9 7 (11.11%) SQL Server 2012
10 6 (9.52%) Data Mart
10 6 (9.52%) Star Schema
11 5 (7.94%) Enterprise Data Warehouse
11 5 (7.94%) Hadoop
12 4 (6.35%) Data Mining
12 4 (6.35%) Oracle Reports
12 4 (6.35%) Relational Database
13 3 (4.76%) Crystal Reports
13 3 (4.76%) OLAP
Development Applications
1 16 (25.40%) Talend Open Studio
2 5 (7.94%) Team Foundation Server
3 4 (6.35%) ERwin
4 3 (4.76%) JIRA
4 3 (4.76%) Visual Studio
5 2 (3.17%) Oracle APEX
5 2 (3.17%) Oracle Forms
6 1 (1.59%) Cucumber
General
1 28 (44.44%) Finance
2 6 (9.52%) Banking
3 5 (7.94%) Pharmaceutical
4 3 (4.76%) Local Government
4 3 (4.76%) Manufacturing
5 2 (3.17%) Telecoms
6 1 (1.59%) Advertising
6 1 (1.59%) Investment Banking
Job Titles
1 36 (57.14%) Developer
2 10 (15.87%) DBA
2 10 (15.87%) SQL DBA
3 6 (9.52%) Analyst
3 6 (9.52%) Business Intelligence Developer
3 6 (9.52%) OBIEE Developer
4 5 (7.94%) Tester
5 4 (6.35%) Data Engineer
5 4 (6.35%) Data Warehouse Developer
5 4 (6.35%) Talend Developer
6 3 (4.76%) Ab Initio Developer
6 3 (4.76%) Administrator
6 3 (4.76%) Architect
6 3 (4.76%) AWS Engineer
6 3 (4.76%) Business Developer
6 3 (4.76%) C# Developer
6 3 (4.76%) Oracle Developer
6 3 (4.76%) SQL Developer
6 3 (4.76%) Tableau Developer
7 2 (3.17%) Consultant
Libraries, Frameworks & Software Standards
1 12 (19.05%) MDX
2 6 (9.52%) Web Services
3 3 (4.76%) .NET
3 3 (4.76%) .NET Framework
3 3 (4.76%) ASP.NET
3 3 (4.76%) Kafka
3 3 (4.76%) WinForms
3 3 (4.76%) WPF
4 1 (1.59%) REST
4 1 (1.59%) XML
Miscellaneous
1 6 (9.52%) Analytical Skills
1 6 (9.52%) Replication
2 2 (3.17%) Management Information System
3 1 (1.59%) Taxonomies
3 1 (1.59%) User Experience
Operating Systems
1 7 (11.11%) Windows
2 5 (7.94%) Unix
3 4 (6.35%) Windows Server
3 4 (6.35%) Windows Server 2008
4 2 (3.17%) Linux
Processes & Methodologies
1 28 (44.44%) Business Intelligence
2 23 (36.51%) Agile Software Development
2 23 (36.51%) Performance Tuning
3 14 (22.22%) Analytics
4 12 (19.05%) Performance Monitoring
5 9 (14.29%) Data Modelling
5 9 (14.29%) High Availability
5 9 (14.29%) Scrum
6 8 (12.70%) Data Integration
6 8 (12.70%) Database Mirroring
7 6 (9.52%) Data Analysis
8 5 (7.94%) Business Analysis
8 5 (7.94%) Migration
8 5 (7.94%) Open Source
8 5 (7.94%) Visualisation
9 4 (6.35%) Continuous Integration
9 4 (6.35%) Dashboard Development
9 4 (6.35%) Data Migration
9 4 (6.35%) Disaster Recovery
9 4 (6.35%) Performance Management
Programming Languages
1 33 (52.38%) SQL
2 13 (20.63%) T-SQL
3 7 (11.11%) PowerShell
4 4 (6.35%) PL/SQL
5 3 (4.76%) C#
5 3 (4.76%) VB.NET
6 2 (3.17%) Java
6 2 (3.17%) Python
6 2 (3.17%) Shell Script
7 1 (1.59%) ANSI SQL
7 1 (1.59%) Data Analysis Expressions (DAX)
7 1 (1.59%) JavaScript
7 1 (1.59%) Perl
7 1 (1.59%) R
Quality Assurance & Compliance
1 4 (6.35%) Data Quality
2 1 (1.59%) QA
Systems Management
1 2 (3.17%) Control-M
Vendors
1 16 (25.40%) Talend
2 15 (23.81%) Oracle
3 12 (19.05%) Microsoft
4 11 (17.46%) Hyperion
5 6 (9.52%) Ab Initio
5 6 (9.52%) Tableau
6 3 (4.76%) Cognos
7 2 (3.17%) Google
7 2 (3.17%) Huawei
7 2 (3.17%) Informatica
7 2 (3.17%) NEC
7 2 (3.17%) Nokia Networks
7 2 (3.17%) Tellabs
7 2 (3.17%) Teradata
8 1 (1.59%) Alteryx
8 1 (1.59%) Cloudera
8 1 (1.59%) Embarcadero
8 1 (1.59%) IBM
8 1 (1.59%) Nokia
8 1 (1.59%) Twitter
Cheshire
Oscar
Rate: £350 - £500 per day
Posted: Yesterday
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 5 days ago
Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £550.00 per day
Posted: 4 days ago