The following table provides summary statistics for contract job vacancies advertised in Nottingham 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 June 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)
Nottinghamshire / Nottingham
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 35 37 25
Rank change year-on-year +2 -12  
Contract jobs citing ETL 12 7 19
As % of all contract IT jobs advertised in Nottingham 3.28% 1.57% 4.59%
As % of the Processes & Methodologies category 3.79% 1.84% 5.35%
Number of daily rates quoted 8 5 13
Median daily rate £294 £425 £160
Median daily rate % change year-on-year -30.88% +165.62%  
90% offered a daily rate of more than £217 £323 £140
10% offered a daily rate of more than £386 £495 £450
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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 Nottingham with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Nottingham
Contract job vacancies with a requirement for process and methodology skills 317 381 355
As % of all contract IT job vacancies advertised in Nottingham 86.61% 85.23% 85.75%
Number of daily rates quoted 206 198 220
Median daily rate £400 £420 £375
Median daily rate % change year-on-year -4.76% +12.00%  
90% offered a daily rate of more than £278 £288 £250
10% offered a daily rate of more than £535 £615 £650
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 7 7 2
Median hourly rate £17.85 £14.75 £29.00
Median hourly rate % change year-on-year +21.01% -49.13%  
90% offered a hourly rate of more than £12.23 £10.88 £26.60
10% offered a hourly rate of more than £25.50 £17.50 £31.40
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Nottingham

The job posting trend of jobs advertised in Nottingham 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 Nottingham

ETL
Contractor Daily Rate Trend in Nottingham

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

Contractor daily rate trend for ETL in Nottingham

ETL
Contractor Daily Rate Histogram in Nottingham

The daily rate distribution of IT jobs citing ETL in Nottingham over the 3 months to 27 June 2017.

Contractor daily rate histogram for ETL in Nottingham

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

1 18 (85.71%) Business Intelligence
2 16 (76.19%) SQL
3 14 (66.67%) Data Warehouse
4 13 (61.90%) SQL Server Integration Services
5 11 (52.38%) SQL Server Reporting Services
6 9 (42.86%) Microsoft
6 9 (42.86%) SQL Server
6 9 (42.86%) Analytics
7 8 (38.10%) T-SQL
7 8 (38.10%) SQL Server Analysis Services
8 7 (33.33%) SQL Server 2012
8 7 (33.33%) C#
9 6 (28.57%) VB.NET
9 6 (28.57%) .NET
9 6 (28.57%) Finance
9 6 (28.57%) Migration
9 6 (28.57%) Data Migration
9 6 (28.57%) Microsoft Analysis Services
9 6 (28.57%) System Testing
9 6 (28.57%) Marketing
9 6 (28.57%) SQL Server 2016
9 6 (28.57%) Single Customer View
10 4 (19.05%) Informatica
10 4 (19.05%) Agile Software Development
10 4 (19.05%) Test Scripting
11 3 (14.29%) Analytical Skills
11 3 (14.29%) Data Integration
11 3 (14.29%) Big Data
11 3 (14.29%) Oracle
12 2 (9.52%) Data Modelling

ETL
Co-occurring IT Skills in Nottingham 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:

Applications
1 1 (4.76%) Microsoft Excel
Database & Business Intelligence
1 14 (66.67%) Data Warehouse
2 13 (61.90%) SQL Server Integration Services
3 11 (52.38%) SQL Server Reporting Services
4 9 (42.86%) SQL Server
5 8 (38.10%) SQL Server Analysis Services
6 7 (33.33%) SQL Server 2012
7 6 (28.57%) Microsoft Analysis Services
7 6 (28.57%) SQL Server 2016
8 3 (14.29%) Big Data
9 2 (9.52%) Hadoop
9 2 (9.52%) NoSQL
10 1 (4.76%) MongoDB
10 1 (4.76%) OLAP
10 1 (4.76%) Oracle Database
10 1 (4.76%) Oracle Database 11g
10 1 (4.76%) PowerCenter
10 1 (4.76%) PowerPivot
10 1 (4.76%) Relational Database
Development Applications
1 1 (4.76%) Git (software)
1 1 (4.76%) Team Foundation Server
General
1 6 (28.57%) Finance
1 6 (28.57%) Marketing
2 1 (4.76%) Pharmaceutical
Job Titles
1 13 (61.90%) Developer
2 9 (42.86%) SQL Developer
3 7 (33.33%) Business Intelligence Developer
4 6 (28.57%) Analyst
4 6 (28.57%) SQL BI Developer
4 6 (28.57%) SSIS Developer
5 5 (23.81%) SQL Server BI Developer
5 5 (23.81%) SQL Server Developer
6 4 (19.05%) ETL Analyst
6 4 (19.05%) ETL Developer
6 4 (19.05%) SQL Analyst
6 4 (19.05%) Test Analyst
7 3 (14.29%) Business Intelligence Analyst
8 2 (9.52%) Business Analyst
8 2 (9.52%) Data Warehouse Developer
8 2 (9.52%) Informatica Developer
8 2 (9.52%) Informatica ETL Developer
9 1 (4.76%) Data Migration Analyst
9 1 (4.76%) Lead Developer
9 1 (4.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (28.57%) .NET
Miscellaneous
1 3 (14.29%) Analytical Skills
Processes & Methodologies
1 18 (85.71%) Business Intelligence
2 9 (42.86%) Analytics
3 6 (28.57%) Data Migration
3 6 (28.57%) Migration
3 6 (28.57%) Single Customer View
3 6 (28.57%) System Testing
4 4 (19.05%) Agile Software Development
4 4 (19.05%) Test Scripting
5 3 (14.29%) Data Integration
6 2 (9.52%) Data Analytics
6 2 (9.52%) Data Modelling
6 2 (9.52%) Dimensional Modelling
6 2 (9.52%) Kimball Methodology
6 2 (9.52%) Project Management
7 1 (4.76%) Data Management
7 1 (4.76%) Disaster Recovery
7 1 (4.76%) Multithreading
7 1 (4.76%) Scrum
7 1 (4.76%) Software Engineering
7 1 (4.76%) Stakeholder Management
Programming Languages
1 16 (76.19%) SQL
2 8 (38.10%) T-SQL
3 7 (33.33%) C#
4 6 (28.57%) VB.NET
5 1 (4.76%) PL/SQL
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
Vendors
1 9 (42.86%) Microsoft
2 4 (19.05%) Informatica
3 3 (14.29%) Oracle