The following table provides summary statistics for contract job vacancies advertised in the North East 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 26 April 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.

Extract, Transform and Load (ETL)
England / North East
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 65 77 39
Rank change year-on-year +12 -38  
Contract jobs citing ETL 9 16 24
As % of all contract IT jobs advertised in the North East 1.35% 1.45% 3.29%
As % of the Processes & Methodologies category 1.54% 1.70% 4.32%
Number of daily rates quoted 6 13 17
Median daily rate £538 £350 £445
Median daily rate % change year-on-year +53.57% -21.34%  
90% offered a daily rate of more than £472 £325 £314
10% offered a daily rate of more than £575 £450 £540
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 £31.50 - £37.80

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 the North East with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North East
Contract job vacancies with a requirement for process and methodology skills 584 940 555
As % of all contract IT job vacancies advertised in the North East 87.56% 85.38% 76.03%
Number of daily rates quoted 391 595 320
Median daily rate £388 £350 £360
Median daily rate % change year-on-year +10.71% -2.77%  
90% offered a daily rate of more than £300 £250 £250
10% offered a daily rate of more than £538 £505 £525
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 20 28 28
Median hourly rate £28.50 £26.58 £15.13
Median hourly rate % change year-on-year +7.24% +75.70%  
90% offered a hourly rate of more than £10.07 £15.25 £11.00
10% offered a hourly rate of more than £55.00 £37.50 £40.00
UK excluding London median hourly rate £37.00 £36.00 £30.75
% change year-on-year +2.77% +17.07%  

ETL
Job Vacancy Trend in the North East

The job posting trend of jobs advertised in the North East 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 the North East

ETL
Contractor Daily Rate Trend in the North East

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

Contractor daily rate trend for ETL in the North East

ETL
Contractor Hourly Rate Trend in the North East

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

Contractor hourly rate trend for ETL in the North East

ETL
Contract Job Locations in the North East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the North East region over the 3 months to 26 April 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
Tyne and Wear +13 8 £538 +53.57%
Durham - 1 - -
ETL
England

For the 6 months to 26 April 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 North East region with a requirement for ETL.

1 14 (77.78%) Business Intelligence
2 11 (61.11%) Data Warehouse
2 11 (61.11%) Data Modelling
3 9 (50.00%) Oracle
4 8 (44.44%) SQL
4 8 (44.44%) Data Management
5 7 (38.89%) Dashboard Development
6 6 (33.33%) ETL Development
6 6 (33.33%) Oracle BI EE
7 5 (27.78%) Performance Tuning
7 5 (27.78%) Logical Data Model
7 5 (27.78%) SQL Server Reporting Services
7 5 (27.78%) SQL Server Analysis Services
7 5 (27.78%) Database Tuning
7 5 (27.78%) SQL Server
8 4 (22.22%) Oracle Exadata
8 4 (22.22%) SQL Server Integration Services
8 4 (22.22%) Business Continuity
8 4 (22.22%) Oracle Exalytics
9 3 (16.67%) Kimball Methodology
9 3 (16.67%) Analytics
9 3 (16.67%) PL/SQL
10 2 (11.11%) Dimensional Modelling
10 2 (11.11%) MDX
10 2 (11.11%) QA
10 2 (11.11%) Agile Software Development
10 2 (11.11%) Web Services
10 2 (11.11%) Oracle Reports
10 2 (11.11%) RDBMS
10 2 (11.11%) Microsoft

ETL
Co-occurring IT Skills in the North East 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 1 (5.56%) Skype for Business
Applications
1 1 (5.56%) Microsoft Office
Business Applications
1 1 (5.56%) Oracle ERP
1 1 (5.56%) Oracle Utilities
Communications & Networking
1 1 (5.56%) Skype
Database & Business Intelligence
1 11 (61.11%) Data Warehouse
2 6 (33.33%) Oracle BI EE
3 5 (27.78%) SQL Server
3 5 (27.78%) SQL Server Analysis Services
3 5 (27.78%) SQL Server Reporting Services
4 4 (22.22%) Oracle Exadata
4 4 (22.22%) SQL Server Integration Services
5 2 (11.11%) Oracle Reports
5 2 (11.11%) RDBMS
5 2 (11.11%) Relational Database
5 2 (11.11%) SQL Server 2012
6 1 (5.56%) BusinessObjects
6 1 (5.56%) Data Mining
6 1 (5.56%) DataStage
6 1 (5.56%) Oracle Database
6 1 (5.56%) Oracle ODI
6 1 (5.56%) Power BI
6 1 (5.56%) SQL Server 2014
6 1 (5.56%) Star Schema
Development Applications
1 1 (5.56%) JIRA
1 1 (5.56%) SoapUI
1 1 (5.56%) Team Foundation Server
General
1 1 (5.56%) Billing
1 1 (5.56%) Finance
1 1 (5.56%) Manufacturing
1 1 (5.56%) Retail
1 1 (5.56%) Telecoms
Job Titles
1 9 (50.00%) Developer
2 4 (22.22%) Business Intelligence Developer
3 3 (16.67%) ETL Developer
4 2 (11.11%) Consultant
4 2 (11.11%) Data Warehouse Developer
4 2 (11.11%) SSIS Developer
5 1 (5.56%) Administrator
5 1 (5.56%) Agile Developer
5 1 (5.56%) Business Developer
5 1 (5.56%) Business Intelligence Lead
5 1 (5.56%) Data Warehouse Consultant
5 1 (5.56%) DataStage Developer
5 1 (5.56%) Informatica BI Developer
5 1 (5.56%) Informatica Developer
5 1 (5.56%) Lead Developer
5 1 (5.56%) Microsoft BI Developer
5 1 (5.56%) Microsoft Developer
5 1 (5.56%) SQL Developer
5 1 (5.56%) Tableau Consultant
5 1 (5.56%) Test Manager
Libraries, Frameworks & Software Standards
1 2 (11.11%) MDX
1 2 (11.11%) Web Services
2 1 (5.56%) .NET
2 1 (5.56%) Oracle GoldenGate
2 1 (5.56%) SOAP
Miscellaneous
1 4 (22.22%) Oracle Exalytics
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Data Structures
2 2 (11.11%) NHS
3 1 (5.56%) Management Information System
Processes & Methodologies
1 14 (77.78%) Business Intelligence
2 11 (61.11%) Data Modelling
3 8 (44.44%) Data Management
4 7 (38.89%) Dashboard Development
5 6 (33.33%) ETL Development
6 5 (27.78%) Database Tuning
6 5 (27.78%) Logical Data Model
6 5 (27.78%) Performance Tuning
7 4 (22.22%) Business Continuity
8 3 (16.67%) Analytics
8 3 (16.67%) Kimball Methodology
9 2 (11.11%) Agile Software Development
9 2 (11.11%) Data Integration
9 2 (11.11%) Data Security
9 2 (11.11%) Dimensional Modelling
9 2 (11.11%) Master Data Management
9 2 (11.11%) Mentoring
9 2 (11.11%) Performance Analysis
10 1 (5.56%) Migration
10 1 (5.56%) Validation
Programming Languages
1 8 (44.44%) SQL
2 3 (16.67%) PL/SQL
3 1 (5.56%) T-SQL
Quality Assurance & Compliance
1 2 (11.11%) QA
2 1 (5.56%) Data Quality
2 1 (5.56%) Disclosure Scotland
Vendors
1 9 (50.00%) Oracle
2 2 (11.11%) Informatica
2 2 (11.11%) Microsoft
3 1 (5.56%) Salesforce.com
3 1 (5.56%) SAP
3 1 (5.56%) Tableau