Period
to 23 November 2017

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 6 months to 23 November 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
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 59 65 37
Rank change year-on-year +6 -28 +4
Contract jobs citing ETL 22 15 36
As % of all contract IT jobs advertised in Nottingham 2.53% 1.70% 4.37%
As % of the Processes & Methodologies category 2.96% 1.96% 5.30%
Number of daily rates quoted 10 11 32
Nottingham median daily rate £380 £363 £400
Median daily rate % change year-on-year +4.83% -9.38% -4.48%
10th Percentile £331 £140 £160
90th Percentile £501 £475 £509
Nottinghamshire median daily rate £380 £363 £400
% change year-on-year +4.83% -9.38% -4.48%
Number of hourly rates quoted 0 0 0
Nottingham median hourly rate - - -
Nottinghamshire median hourly rate - - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Contract vacancies with a requirement for process or methodology skills 743 766 679
As % of all contract IT jobs advertised in Nottingham 85.40% 86.65% 82.50%
Number of daily rates quoted 503 402 457
Nottingham median daily rate £400 £400 £375
Median daily rate % change year-on-year -0.06% +6.73% +0.67%
10th Percentile £281 £288 £231
90th Percentile £563 £563 £500
Nottinghamshire median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 28 18 13
Nottingham median hourly rate £13.23 £12.75 £13.50
Median hourly rate % change year-on-year +3.73% -5.56% -22.86%
10th Percentile £9.00 £9.34 £11.00
90th Percentile £28.50 £22.55 £38.40
Nottinghamshire median hourly rate £13.23 £12.75 £14.40
% change year-on-year +3.73% -11.46% -17.71%

ETL
Job Vacancy Trend in Nottingham

Job postings citing ETL as a percentage of all IT jobs advertised in Nottingham.

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 6 months to 23 November 2017.

Contractor daily rate histogram for ETL in Nottingham

For the 6 months to 23 November 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 20 (90.91%) SQL
2 12 (54.55%) Data Warehouse
3 10 (45.45%) Business Intelligence
3 10 (45.45%) SQL Server Integration Services
4 9 (40.91%) SQL Server
5 7 (31.82%) Data Quality
6 6 (27.27%) SQL Server Reporting Services
6 6 (27.27%) Migration
6 6 (27.27%) PeopleSoft
6 6 (27.27%) T-SQL
6 6 (27.27%) Oracle
7 5 (22.73%) Data Modelling
7 5 (22.73%) Informatica
7 5 (22.73%) C#
7 5 (22.73%) Agile Software Development
7 5 (22.73%) Data Migration
7 5 (22.73%) Data Extraction
7 5 (22.73%) Data Mapping
7 5 (22.73%) PowerShell
8 4 (18.18%) Analytical Skills
8 4 (18.18%) Concurrent Programming
8 4 (18.18%) Multithreaded Programming
8 4 (18.18%) Dimensional Modelling
8 4 (18.18%) SQL Server 2005
8 4 (18.18%) Multithreading
8 4 (18.18%) Kimball Methodology
8 4 (18.18%) Data Reconciliation
8 4 (18.18%) Data Analysis
8 4 (18.18%) PowerCenter
9 3 (13.64%) NHS

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 2 (9.09%) Microsoft Excel
Communications & Networking
1 2 (9.09%) FTP
Database & Business Intelligence
1 12 (54.55%) Data Warehouse
2 10 (45.45%) SQL Server Integration Services
3 9 (40.91%) SQL Server
4 6 (27.27%) SQL Server Reporting Services
5 4 (18.18%) PowerCenter
5 4 (18.18%) SQL Server 2005
6 2 (9.09%) SQL Server Analysis Services
7 1 (4.55%) Big Data
7 1 (4.55%) Microsoft Analysis Services
7 1 (4.55%) MongoDB
7 1 (4.55%) NoSQL
7 1 (4.55%) OLAP
7 1 (4.55%) PowerPivot
7 1 (4.55%) Relational Database
7 1 (4.55%) SQL Server 2012
7 1 (4.55%) SQL Server 2014
7 1 (4.55%) SQL Server 2016
Development Applications
1 3 (13.64%) Subversion
2 1 (4.55%) TortoiseSVN
General
1 3 (13.64%) Pharmaceutical
2 1 (4.55%) Finance
2 1 (4.55%) Manufacturing
2 1 (4.55%) Marketing
2 1 (4.55%) Retail
2 1 (4.55%) Telecoms
Job Titles
1 10 (45.45%) Developer
2 7 (31.82%) Business Intelligence Developer
3 6 (27.27%) Analyst
4 5 (22.73%) Architect
4 5 (22.73%) Senior Developer
4 5 (22.73%) SQL BI Developer
4 5 (22.73%) SQL Developer
5 4 (18.18%) Data Analyst
5 4 (18.18%) Data Migration Analyst
5 4 (18.18%) Migration Analyst
5 4 (18.18%) Senior Business Intelligence Developer
5 4 (18.18%) SSIS Developer
6 3 (13.64%) ETL Developer
6 3 (13.64%) Informatica Architect
6 3 (13.64%) Senior SQL Developer
7 2 (9.09%) Applications Support Analyst
7 2 (9.09%) Senior ETL Developer
7 2 (9.09%) SSRS Developer
7 2 (9.09%) Support Analyst
7 2 (9.09%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 2 (9.09%) Ajax
1 2 (9.09%) XML
1 2 (9.09%) XSL
1 2 (9.09%) XSLT
2 1 (4.55%) .NET
2 1 (4.55%) Web Services
Miscellaneous
1 4 (18.18%) Analytical Skills
2 3 (13.64%) Data Structures
2 3 (13.64%) NHS
3 1 (4.55%) Computer Science
Processes & Methodologies
1 10 (45.45%) Business Intelligence
2 6 (27.27%) Migration
3 5 (22.73%) Agile Software Development
3 5 (22.73%) Data Extraction
3 5 (22.73%) Data Mapping
3 5 (22.73%) Data Migration
3 5 (22.73%) Data Modelling
4 4 (18.18%) Concurrent Programming
4 4 (18.18%) Data Analysis
4 4 (18.18%) Data Reconciliation
4 4 (18.18%) Dimensional Modelling
4 4 (18.18%) Kimball Methodology
4 4 (18.18%) Multithreaded Programming
4 4 (18.18%) Multithreading
5 3 (13.64%) CRM
5 3 (13.64%) Data Integration
5 3 (13.64%) Performance Tuning
5 3 (13.64%) Software Engineering
6 2 (9.09%) Enterprise Architecture
6 2 (9.09%) Release Management
Programming Languages
1 20 (90.91%) SQL
2 6 (27.27%) T-SQL
3 5 (22.73%) C#
3 5 (22.73%) PowerShell
4 3 (13.64%) C++
4 3 (13.64%) Java
4 3 (13.64%) Perl
4 3 (13.64%) PL/SQL
4 3 (13.64%) Python
5 1 (4.55%) PeopleCode
5 1 (4.55%) Shell Script
5 1 (4.55%) SQR
5 1 (4.55%) VB.NET
Quality Assurance & Compliance
1 7 (31.82%) Data Quality
2 2 (9.09%) 21 CFR Part 11
2 2 (9.09%) CDISC
2 2 (9.09%) GxP
2 2 (9.09%) HL7
Vendors
1 6 (27.27%) Oracle
1 6 (27.27%) PeopleSoft
2 5 (22.73%) Informatica
3 2 (9.09%) Microsoft