The following table provides summary statistics for contract job vacancies advertised in Halifax 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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Yorkshire / Halifax
Rank 13 - 14
Rank change year-on-year - 0  
Contract jobs citing ETL 5 0 11
As % of all contract IT jobs advertised in Halifax 6.76% - 6.43%
As % of the Processes & Methodologies category 7.81% - 7.64%
Number of daily rates quoted 2 0 9
Median daily rate £480 - £438
90% offered a daily rate of more than £456 - £283
10% offered a daily rate of more than £504 - £455
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Halifax with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Halifax
Contract job vacancies with a requirement for process and methodology skills 64 72 144
As % of all contract IT job vacancies advertised in Halifax 86.49% 77.42% 84.21%
Number of daily rates quoted 52 61 114
Median daily rate £405 £383 £396
Median daily rate % change year-on-year +5.88% -3.40%  
90% offered a daily rate of more than £295 £305 £285
10% offered a daily rate of more than £510 £500 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 0 1 4
Median hourly rate - £9.00 £40.00
Median hourly rate % change year-on-year - -77.50%  
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

ETL
Job Vacancy Trend in Halifax

The job posting trend of jobs advertised in Halifax 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 Halifax

ETL
Contractor Daily Rate Trend in Halifax

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

Contractor daily rate trend for ETL in Halifax

ETL
Top 30 Related IT Skills in Halifax

For the 6 months to 27 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 Halifax region with a requirement for ETL.

1 5 (71.43%) SQL
2 4 (57.14%) Oracle
2 4 (57.14%) SQL Server
2 4 (57.14%) Business Intelligence
2 4 (57.14%) Microsoft
2 4 (57.14%) Data Management
2 4 (57.14%) Hadoop
2 4 (57.14%) Analytics
3 3 (42.86%) IaaS
3 3 (42.86%) MongoDB
3 3 (42.86%) NoSQL
3 3 (42.86%) Oracle SOA Suite
3 3 (42.86%) Big Data
3 3 (42.86%) SDLC
3 3 (42.86%) SaaS
3 3 (42.86%) PaaS
3 3 (42.86%) BPMN
3 3 (42.86%) Enterprise Storage
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Enterprise Data Management
3 3 (42.86%) QlikView
3 3 (42.86%) Data Security
3 3 (42.86%) Management Information System
3 3 (42.86%) PostgreSQL
3 3 (42.86%) Information Security
3 3 (42.86%) BusinessObjects
3 3 (42.86%) Configuration Management
3 3 (42.86%) MS Visio
3 3 (42.86%) Data Modelling
3 3 (42.86%) SOA

ETL
Top Related IT Skills in Halifax 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 3 (42.86%) Oracle SOA Suite
2 2 (28.57%) SAS
Applications
1 3 (42.86%) MS Office
1 3 (42.86%) MS Visio
Cloud Services
1 3 (42.86%) IaaS
1 3 (42.86%) PaaS
1 3 (42.86%) SaaS
Database & Business Intelligence
1 4 (57.14%) Hadoop
1 4 (57.14%) SQL Server
2 3 (42.86%) Big Data
2 3 (42.86%) BusinessObjects
2 3 (42.86%) MongoDB
2 3 (42.86%) NoSQL
2 3 (42.86%) PostgreSQL
2 3 (42.86%) QlikView
3 2 (28.57%) SAS Data Integration Studio
4 1 (14.29%) Apache Hive
4 1 (14.29%) Data Warehouse
4 1 (14.29%) DB2
4 1 (14.29%) Power BI
4 1 (14.29%) SQL Server 2014
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) SQL Server Integration Services
4 1 (14.29%) SQL Server Reporting Services
General
1 2 (28.57%) Retail
2 1 (14.29%) Banking
2 1 (14.29%) Finance
Job Titles
1 3 (42.86%) Architect
1 3 (42.86%) Data Architect
1 3 (42.86%) Developer
1 3 (42.86%) Enterprise Architect
1 3 (42.86%) Enterprise Data Architect
2 2 (28.57%) SAS Developer
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) ETL Developer
3 1 (14.29%) SQL BI Developer
3 1 (14.29%) SQL Developer
3 1 (14.29%) SQL Server BI Developer
3 1 (14.29%) SQL Server Data Warehouse Developer
3 1 (14.29%) SQL Server Developer
3 1 (14.29%) SSAS Developer
3 1 (14.29%) SSIS Developer
3 1 (14.29%) SSRS Developer
3 1 (14.29%) Test Manager
Libraries, Frameworks & Software Standards
1 3 (42.86%) Web Services
2 1 (14.29%) MDX
Miscellaneous
1 3 (42.86%) Enterprise Storage
1 3 (42.86%) Hybrid Cloud
1 3 (42.86%) Management Information System
2 1 (14.29%) Analytical Skills
2 1 (14.29%) Mainframe
2 1 (14.29%) Mobile App
Processes & Methodologies
1 4 (57.14%) Analytics
1 4 (57.14%) Business Intelligence
1 4 (57.14%) Data Management
2 3 (42.86%) Agile Software Development
2 3 (42.86%) BPMN
2 3 (42.86%) Configuration Management
2 3 (42.86%) Data Modelling
2 3 (42.86%) Data Security
2 3 (42.86%) Enterprise Data Management
2 3 (42.86%) Information Security
2 3 (42.86%) Logical Data Model
2 3 (42.86%) Physical Data Model
2 3 (42.86%) SDLC
2 3 (42.86%) SOA
3 1 (14.29%) Defect Management
3 1 (14.29%) E-Commerce
3 1 (14.29%) ETL Development
3 1 (14.29%) Migration
3 1 (14.29%) Software Engineering
3 1 (14.29%) Stakeholder Management
Programming Languages
1 5 (71.43%) SQL
Quality Assurance & Compliance
1 1 (14.29%) QA
Vendors
1 4 (57.14%) Microsoft
1 4 (57.14%) Oracle
2 1 (14.29%) Teradata