The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 23 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)
East Midlands / Nottinghamshire
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 32 40 34
Rank change year-on-year +8 -6  
Contract jobs citing ETL 14 11 14
As % of all contract IT jobs advertised in Nottinghamshire 3.45% 1.95% 3.05%
As % of the Processes & Methodologies category 4.07% 2.31% 3.86%
Number of daily rates quoted 8 9 12
Median daily rate £313 £475 £218
Median daily rate % change year-on-year -34.21% +118.39%  
90% offered a daily rate of more than £250 £400 £140
10% offered a daily rate of more than £415 £565 £400
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 Nottinghamshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Nottinghamshire
Contract job vacancies with a requirement for process and methodology skills 344 477 363
As % of all contract IT job vacancies advertised in Nottinghamshire 84.73% 84.57% 79.08%
Number of daily rates quoted 196 248 208
Median daily rate £375 £413 £375
Median daily rate % change year-on-year -9.09% +10.00%  
90% offered a daily rate of more than £270 £250 £250
10% offered a daily rate of more than £515 £625 £500
UK excluding London median daily rate £413 £400 £395
% change year-on-year +3.12% +1.26%  
Number of hourly rates quoted 5 9 8
Median hourly rate £19.97 £15.13 £14.00
Median hourly rate % change year-on-year +32.03% +8.03%  
90% offered a hourly rate of more than £13.00 £12.00 £11.00
10% offered a hourly rate of more than £25.50 £16.20 £50.00
UK excluding London median hourly rate £36.00 £37.50 £31.00
% change year-on-year -4.00% +20.96%  

ETL
Job Vacancy Trend in Nottinghamshire

The job posting trend of jobs advertised in Nottinghamshire 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 Nottinghamshire

ETL
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for ETL in Nottinghamshire

ETL
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing ETL in Nottinghamshire over the 3 months to 23 April 2017.

Contractor daily rate histogram for ETL in Nottinghamshire

ETL
Contract Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Nottinghamshire region over the 3 months to 23 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
Nottingham +12 12 £288 -39.47% 1
ETL
East Midlands

For the 6 months to 23 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 Nottinghamshire region with a requirement for ETL.

1 20 (76.92%) SQL
1 20 (76.92%) Business Intelligence
2 17 (65.38%) Data Warehouse
2 17 (65.38%) SQL Server Integration Services
3 14 (53.85%) SQL Server
4 13 (50.00%) SQL Server Reporting Services
5 12 (46.15%) Microsoft
6 11 (42.31%) SQL Server Analysis Services
7 9 (34.62%) Analytics
7 9 (34.62%) C#
7 9 (34.62%) T-SQL
8 8 (30.77%) SQL Server 2012
9 7 (26.92%) Finance
9 7 (26.92%) Migration
10 6 (23.08%) VB.NET
10 6 (23.08%) .NET
10 6 (23.08%) Marketing
10 6 (23.08%) System Testing
10 6 (23.08%) Microsoft Analysis Services
10 6 (23.08%) Data Migration
10 6 (23.08%) Single Customer View
10 6 (23.08%) SQL Server 2016
11 5 (19.23%) Informatica
12 4 (15.38%) Oracle
12 4 (15.38%) Test Scripting
13 3 (11.54%) Kimball Methodology
13 3 (11.54%) Big Data
13 3 (11.54%) Agile Software Development
13 3 (11.54%) Project Management
14 2 (7.69%) PL/SQL

ETL
Co-occurring IT Skills in Nottinghamshire 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 (3.85%) Confluence
1 1 (3.85%) SAS
Applications
1 1 (3.85%) Microsoft Excel
Database & Business Intelligence
1 17 (65.38%) Data Warehouse
1 17 (65.38%) SQL Server Integration Services
2 14 (53.85%) SQL Server
3 13 (50.00%) SQL Server Reporting Services
4 11 (42.31%) SQL Server Analysis Services
5 8 (30.77%) SQL Server 2012
6 6 (23.08%) Microsoft Analysis Services
6 6 (23.08%) SQL Server 2016
7 3 (11.54%) Big Data
8 2 (7.69%) Hadoop
8 2 (7.69%) MongoDB
8 2 (7.69%) NoSQL
8 2 (7.69%) Oracle Database
8 2 (7.69%) Oracle Database 11g
9 1 (3.85%) Power BI
9 1 (3.85%) PowerCenter
9 1 (3.85%) PowerPivot
9 1 (3.85%) SAS Data Integration Studio
9 1 (3.85%) SQL Server 2008
9 1 (3.85%) SQL Server 2014
Development Applications
1 2 (7.69%) Git (software)
2 1 (3.85%) Cucumber
2 1 (3.85%) Jenkins
2 1 (3.85%) JIRA
2 1 (3.85%) Octopus Deploy
2 1 (3.85%) Team Foundation Server
General
1 7 (26.92%) Finance
2 6 (23.08%) Marketing
3 1 (3.85%) Pharmaceutical
Job Titles
1 18 (69.23%) Developer
2 11 (42.31%) Business Intelligence Developer
2 11 (42.31%) SQL Developer
3 10 (38.46%) SSIS Developer
4 8 (30.77%) ETL Developer
4 8 (30.77%) SQL BI Developer
5 7 (26.92%) Analyst
6 6 (23.08%) SQL Server BI Developer
6 6 (23.08%) SQL Server Developer
7 4 (15.38%) Data Warehouse Developer
7 4 (15.38%) ETL Analyst
7 4 (15.38%) SQL Analyst
7 4 (15.38%) Test Analyst
8 3 (11.54%) Business Intelligence Analyst
8 3 (11.54%) Informatica Developer
8 3 (11.54%) Informatica ETL Developer
9 2 (7.69%) Analyst Developer
9 2 (7.69%) C# Developer
9 2 (7.69%) Developer Analyst
9 2 (7.69%) SSAS Developer
Libraries, Frameworks & Software Standards
1 6 (23.08%) .NET
2 1 (3.85%) MDX
2 1 (3.85%) RabbitMQ
Miscellaneous
1 1 (3.85%) NHS
Processes & Methodologies
1 20 (76.92%) Business Intelligence
2 9 (34.62%) Analytics
3 7 (26.92%) Migration
4 6 (23.08%) Data Migration
4 6 (23.08%) Single Customer View
4 6 (23.08%) System Testing
5 4 (15.38%) Test Scripting
6 3 (11.54%) Agile Software Development
6 3 (11.54%) Kimball Methodology
6 3 (11.54%) Project Management
7 2 (7.69%) Data Analytics
7 2 (7.69%) Data Integration
7 2 (7.69%) Dimensional Modelling
7 2 (7.69%) ETL Development
8 1 (3.85%) Data Extraction
8 1 (3.85%) DevOps
8 1 (3.85%) Mentoring
8 1 (3.85%) Performance Tuning
8 1 (3.85%) Statistical Modelling
8 1 (3.85%) User Stories
Programming Languages
1 20 (76.92%) SQL
2 9 (34.62%) C#
2 9 (34.62%) T-SQL
3 6 (23.08%) VB.NET
4 2 (7.69%) PL/SQL
5 1 (3.85%) Java
5 1 (3.85%) JavaScript
Vendors
1 12 (46.15%) Microsoft
2 5 (19.23%) Informatica
3 4 (15.38%) Oracle