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 25 February 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
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
North West / Cheshire
Rank 24 58 53
Rank change year-on-year
+34 -5
Contract jobs citing ETL 23 24 13
As % of all contract IT jobs located in Cheshire 4.60% 2.51% 1.68%
As % of the Processes & Methodologies category 5.71% 3.02% 2.08%
Number of daily rates quoted 15 15 11
Median daily rate £400 £325 £400
Median daily rate % change year-on-year
+23.07% -18.75%
90% offered a daily rate of more than £339 £317 £350
10% offered a daily rate of more than £565 £491 £600
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 £39.00 £56.00 £40.00
% change year-on-year
-30.35% +40.00%

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
403 796 626
As % of all contract IT jobs located in Cheshire 80.60% 83.35% 80.88%
Number of daily rates quoted 276 499 389
Median daily rate £413 £413 £400
Median daily rate % change year-on-year
- +3.12%
90% offered a daily rate of more than £234 £275 £275
10% offered a daily rate of more than £525 £550 £550
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 20 34 34
Median hourly rate £42.48 £22.54 £41.00
Median hourly rate % change year-on-year
+88.44% -45.02%
90% offered a hourly rate of more than £15.00 £13.00 £18.00
10% offered a hourly rate of more than £44.95 £50.00 £55.00
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 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 25 February 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
Macclesfield +5 5 £550 +10.00% 1
Chester - 5 £350 - 4
Warrington +17 2 £388 +21.09% 1
Crewe - 2 - - 1
Knutsford - 2 - - 1
ETL
North West

ETL
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 February 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 (48.53%) SQL
2 32 (47.06%) Data Warehouse
3 29 (42.65%) Finance
4 28 (41.18%) Business Intelligence
5 25 (36.76%) SQL Server
6 24 (35.29%) Agile Software Development
6 24 (35.29%) Performance Tuning
7 19 (27.94%) SQL Server Reporting Services
7 19 (27.94%) SQL Server Integration Services
8 18 (26.47%) Talend
8 18 (26.47%) Talend Open Studio
9 17 (25.00%) Analytics
10 15 (22.06%) Amazon AWS
10 15 (22.06%) Microsoft
11 14 (20.59%) Oracle
11 14 (20.59%) T-SQL
11 14 (20.59%) SQL Server Analysis Services
11 14 (20.59%) Big Data
12 12 (17.65%) Performance Monitoring
12 12 (17.65%) Hyperion
13 11 (16.18%) Windows
13 11 (16.18%) MDX
13 11 (16.18%) Database Mirroring
13 11 (16.18%) Amazon Redshift
13 11 (16.18%) High Availability
14 10 (14.71%) SQL Server 2008
14 10 (14.71%) PowerShell
14 10 (14.71%) Data Modelling
15 9 (13.24%) Scrum
15 9 (13.24%) 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 6 (8.82%) SharePoint
2 5 (7.35%) IIS
3 4 (5.88%) Apache Pig
3 4 (5.88%) Apache Spark
3 4 (5.88%) SAS
4 2 (2.94%) Apache
5 1 (1.47%) Oracle SOA Suite
Applications
1 8 (11.76%) MS Excel
2 1 (1.47%) MS Office
2 1 (1.47%) SPSS
Business Applications
1 1 (1.47%) Dynamics CRM
1 1 (1.47%) Dynamics NAV
1 1 (1.47%) Oracle BPM
1 1 (1.47%) SAP MDG
1 1 (1.47%) SAP MDM
Cloud Services
1 15 (22.06%) Amazon AWS
2 5 (7.35%) Cloud Computing
3 2 (2.94%) Amazon EMR
3 2 (2.94%) Amazon Kinesis
3 2 (2.94%) Amazon S3
3 2 (2.94%) AWS Lambda
4 1 (1.47%) GitHub
Communications & Networking
1 2 (2.94%) 2G
1 2 (2.94%) 3G
1 2 (2.94%) 4G
1 2 (2.94%) Ethernet
2 1 (1.47%) Broadband
2 1 (1.47%) LTE
2 1 (1.47%) Radio Access Network
Database & Business Intelligence
1 32 (47.06%) Data Warehouse
2 25 (36.76%) SQL Server
3 19 (27.94%) SQL Server Integration Services
3 19 (27.94%) SQL Server Reporting Services
4 14 (20.59%) Big Data
4 14 (20.59%) SQL Server Analysis Services
5 11 (16.18%) Amazon Redshift
6 10 (14.71%) SQL Server 2008
7 9 (13.24%) Oracle BI EE
8 7 (10.29%) Essbase
8 7 (10.29%) Hadoop
9 6 (8.82%) Data Mart
9 6 (8.82%) Data Mining
9 6 (8.82%) SQL Server 2012
9 6 (8.82%) Star Schema
10 5 (7.35%) Apache Hive
10 5 (7.35%) Enterprise Data Warehouse
10 5 (7.35%) OLAP
10 5 (7.35%) Oracle OLAP
11 4 (5.88%) Crystal Reports
Development Applications
1 18 (26.47%) Talend Open Studio
2 5 (7.35%) Team Foundation Server
3 4 (5.88%) ERwin
3 4 (5.88%) Visual Studio
4 3 (4.41%) JIRA
5 2 (2.94%) Oracle APEX
6 1 (1.47%) Cucumber
6 1 (1.47%) Jenkins
6 1 (1.47%) Oracle Forms
General
1 29 (42.65%) Finance
2 7 (10.29%) Banking
3 5 (7.35%) Pharmaceutical
4 4 (5.88%) Manufacturing
5 3 (4.41%) Local Government
6 2 (2.94%) Telecoms
7 1 (1.47%) Advertising
7 1 (1.47%) Investment Banking
7 1 (1.47%) Marketing
Job Titles
1 35 (51.47%) Developer
2 11 (16.18%) DBA
2 11 (16.18%) SQL DBA
3 7 (10.29%) Analyst
4 6 (8.82%) OBIEE Developer
5 5 (7.35%) Architect
5 5 (7.35%) Data Engineer
6 4 (5.88%) C# Developer
6 4 (5.88%) Data Architect
6 4 (5.88%) Data Warehouse Developer
6 4 (5.88%) Project Manager
6 4 (5.88%) SQL Analyst
6 4 (5.88%) Talend Developer
6 4 (5.88%) Tester
7 3 (4.41%) AWS Engineer
7 3 (4.41%) ETL Developer
7 3 (4.41%) Migration Manager
7 3 (4.41%) Migration Project Manager
7 3 (4.41%) SQL Developer
7 3 (4.41%) Tableau Developer
Libraries, Frameworks & Software Standards
1 11 (16.18%) MDX
2 7 (10.29%) Web Services
3 4 (5.88%) .NET
3 4 (5.88%) .NET Framework
3 4 (5.88%) ASP.NET
3 4 (5.88%) Kafka
3 4 (5.88%) WinForms
3 4 (5.88%) WPF
4 1 (1.47%) REST
4 1 (1.47%) XML
Miscellaneous
1 8 (11.76%) Analytical Skills
2 7 (10.29%) Replication
3 4 (5.88%) Data Centre
4 2 (2.94%) Management Information System
5 1 (1.47%) Taxonomies
Operating Systems
1 11 (16.18%) Windows
2 7 (10.29%) Unix
3 5 (7.35%) Linux
3 5 (7.35%) Windows Server
3 5 (7.35%) Windows Server 2008
Processes & Methodologies
1 28 (41.18%) Business Intelligence
2 24 (35.29%) Agile Software Development
2 24 (35.29%) Performance Tuning
3 17 (25.00%) Analytics
4 12 (17.65%) Performance Monitoring
5 11 (16.18%) Database Mirroring
5 11 (16.18%) High Availability
6 10 (14.71%) Data Modelling
7 9 (13.24%) Data Integration
7 9 (13.24%) Scrum
8 8 (11.76%) Visualisation
9 7 (10.29%) Open Source
10 6 (8.82%) Data Analysis
10 6 (8.82%) Project Management
11 5 (7.35%) Business Analysis
11 5 (7.35%) Continuous Integration
11 5 (7.35%) Disaster Recovery
11 5 (7.35%) Migration
12 4 (5.88%) Data Migration
12 4 (5.88%) Performance Management
Programming Languages
1 33 (48.53%) SQL
2 14 (20.59%) T-SQL
3 10 (14.71%) PowerShell
4 4 (5.88%) C#
4 4 (5.88%) Python
4 4 (5.88%) VB.NET
5 3 (4.41%) Java
5 3 (4.41%) Perl
5 3 (4.41%) PL/SQL
6 2 (2.94%) C
6 2 (2.94%) Shell Script
7 1 (1.47%) ANSI SQL
7 1 (1.47%) JavaScript
Qualifications
1 4 (5.88%) Security Cleared
2 3 (4.41%) SC Cleared
3 1 (1.47%) BC Cleared
3 1 (1.47%) Degree
Quality Assurance & Compliance
1 4 (5.88%) Data Quality
2 1 (1.47%) QA
Systems Management
1 2 (2.94%) Control-M
Vendors
1 18 (26.47%) Talend
2 15 (22.06%) Microsoft
3 14 (20.59%) Oracle
4 12 (17.65%) Hyperion
5 7 (10.29%) Ab Initio
5 7 (10.29%) Tableau
6 4 (5.88%) Cognos
6 4 (5.88%) Informatica
6 4 (5.88%) Teradata
7 3 (4.41%) SAP
8 2 (2.94%) Actian
8 2 (2.94%) Google
8 2 (2.94%) Huawei
8 2 (2.94%) MicroStrategy
8 2 (2.94%) NEC
8 2 (2.94%) Nokia Networks
8 2 (2.94%) ParAccel
8 2 (2.94%) Sybase
8 2 (2.94%) Tellabs
9 1 (1.47%) Cloudera
Northwich, Cheshire
Digitech Resourcing Ltd
Rate: From £200 to £275 per annum 6 Month Contract
Posted: Yesterday
Cheshire
Vivid Resourcing
Posted: 2 days ago
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 4 days ago
Cheshire
Energize Recruitment Solutions Ltd
Rate: £300 - £350 per annum
Posted: 2 days ago