Period
to 23 February 2018

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 6 months to 23 February 2018 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
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 60 57 43
Rank change year-on-year -3 -14 -2
Contract jobs citing ETL 19 22 35
As % of all contract IT jobs advertised in Nottinghamshire 1.95% 2.53% 3.54%
As % of the Processes & Methodologies category 2.24% 2.93% 4.35%
Number of daily rates quoted 13 16 22
Nottinghamshire median daily rate £338 £344 £463
Median daily rate % change year-on-year -1.82% -25.68% +44.53%
10th Percentile £146 £143 £363
90th Percentile £448 £434 £546
East Midlands median daily rate £338 £363 £425
% change year-on-year -6.90% -14.71% +6.25%
Number of hourly rates quoted 0 0 0
Nottinghamshire median hourly rate - - -
East Midlands median hourly rate £51.25 - -

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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Contract vacancies with a requirement for process or methodology skills 847 751 805
As % of all contract IT jobs advertised in Nottinghamshire 86.87% 86.42% 81.48%
Number of daily rates quoted 537 434 458
Nottinghamshire median daily rate £413 £384 £375
Median daily rate % change year-on-year +7.49% +2.33% +1.35%
10th Percentile £263 £271 £254
90th Percentile £588 £525 £538
East Midlands median daily rate £400 £375 £375
% change year-on-year +6.67% - +4.17%
Number of hourly rates quoted 23 22 17
Nottinghamshire median hourly rate £14.00 £13.00 £14.40
Median hourly rate % change year-on-year +7.69% -9.72% -17.71%
10th Percentile £9.67 £10.31 £11.00
90th Percentile £40.67 £25.00 £21.00
East Midlands median hourly rate £16.75 £15.63 £16.13
% change year-on-year +7.20% -3.12% -0.75%

ETL
Job Vacancy Trend in Nottinghamshire

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

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 6 months to 23 February 2018.

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 6 months to 23 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham -9 12 £388 +6.90% 4
ETL
East Midlands

For the 6 months to 23 February 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Nottinghamshire region with a requirement for ETL.

1 15 (78.95%) SQL
2 13 (68.42%) Oracle
3 12 (63.16%) Business Intelligence
4 11 (57.89%) Data Warehouse
4 11 (57.89%) SQL Server Integration Services
4 11 (57.89%) Analytical Skills
5 9 (47.37%) PL/SQL
5 9 (47.37%) SQL Server
6 7 (36.84%) Retail
6 7 (36.84%) SQL Server Analysis Services
7 6 (31.58%) Oracle Database 11g
7 6 (31.58%) Oracle Database
8 5 (26.32%) Data Modelling
8 5 (26.32%) Microsoft
8 5 (26.32%) Mentoring
8 5 (26.32%) Dimensional Modelling
9 4 (21.05%) Analytics
9 4 (21.05%) Coaching
9 4 (21.05%) ETL Development
9 4 (21.05%) Line Management
9 4 (21.05%) Power BI
9 4 (21.05%) Informatica
9 4 (21.05%) NHS
10 3 (15.79%) Finance
10 3 (15.79%) Manufacturing
10 3 (15.79%) Agile Software Development
10 3 (15.79%) Pharmaceutical
10 3 (15.79%) Software Engineering
10 3 (15.79%) Subversion
10 3 (15.79%) Management Information System

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:

Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 2 (10.53%) Oracle Financials
Communications & Networking
1 2 (10.53%) FTP
Database & Business Intelligence
1 11 (57.89%) Data Warehouse
1 11 (57.89%) SQL Server Integration Services
2 9 (47.37%) SQL Server
3 7 (36.84%) SQL Server Analysis Services
4 6 (31.58%) Oracle Database
4 6 (31.58%) Oracle Database 11g
5 4 (21.05%) Power BI
6 3 (15.79%) Oracle Reports
6 3 (15.79%) PowerCenter
7 2 (10.53%) Big Data
7 2 (10.53%) Data Lake
8 1 (5.26%) Hadoop
8 1 (5.26%) SQL Server 2014
8 1 (5.26%) SQL Server Reporting Services
Development Applications
1 3 (15.79%) Subversion
2 1 (5.26%) TortoiseSVN
General
1 7 (36.84%) Retail
2 3 (15.79%) Finance
2 3 (15.79%) Manufacturing
2 3 (15.79%) Pharmaceutical
3 1 (5.26%) Telecoms
Job Titles
1 7 (36.84%) Developer
2 6 (31.58%) Architect
2 6 (31.58%) Business Intelligence Developer
2 6 (31.58%) ETL Developer
2 6 (31.58%) SSAS Developer
3 5 (26.32%) SSIS Developer
4 4 (21.05%) Analyst
5 3 (15.79%) Business Intelligence Architect
5 3 (15.79%) Business Intelligence Lead
5 3 (15.79%) Informatica Architect
5 3 (15.79%) Lead Developer
5 3 (15.79%) Team Leader
6 2 (10.53%) Applications Support
6 2 (10.53%) Applications Support Analyst
6 2 (10.53%) Business Intelligence Analyst
6 2 (10.53%) Business Intelligence Business Analyst
6 2 (10.53%) Data Warehouse Developer
6 2 (10.53%) SQL BI Developer
6 2 (10.53%) SQL Developer
6 2 (10.53%) Support Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) Ajax
1 2 (10.53%) XML
1 2 (10.53%) XSL
1 2 (10.53%) XSLT
2 1 (5.26%) OLE
Miscellaneous
1 11 (57.89%) Analytical Skills
2 4 (21.05%) NHS
3 3 (15.79%) Management Information System
4 1 (5.26%) Computer Science
Processes & Methodologies
1 12 (63.16%) Business Intelligence
2 5 (26.32%) Data Modelling
2 5 (26.32%) Dimensional Modelling
2 5 (26.32%) Mentoring
3 4 (21.05%) Analytics
3 4 (21.05%) Coaching
3 4 (21.05%) ETL Development
3 4 (21.05%) Line Management
4 3 (15.79%) Agile Software Development
4 3 (15.79%) Concurrent Programming
4 3 (15.79%) E-Commerce
4 3 (15.79%) Kimball Methodology
4 3 (15.79%) Multithreaded Programming
4 3 (15.79%) Multithreading
4 3 (15.79%) Software Engineering
5 2 (10.53%) Business Analysis
5 2 (10.53%) Enterprise Architecture
5 2 (10.53%) Migration
5 2 (10.53%) Release Management
5 2 (10.53%) TOGAF
Programming Languages
1 15 (78.95%) SQL
2 9 (47.37%) PL/SQL
3 3 (15.79%) C#
3 3 (15.79%) C++
3 3 (15.79%) Java
3 3 (15.79%) Perl
3 3 (15.79%) Python
4 2 (10.53%) Data Analysis Expressions (DAX)
5 1 (5.26%) Shell Script
Quality Assurance & Compliance
1 3 (15.79%) PMO
2 2 (10.53%) 21 CFR Part 11
2 2 (10.53%) CDISC
2 2 (10.53%) Data Quality
2 2 (10.53%) GxP
2 2 (10.53%) HL7
3 1 (5.26%) ISO 9001
3 1 (5.26%) ISO 9002
3 1 (5.26%) TickIT
Vendors
1 13 (68.42%) Oracle
2 5 (26.32%) Microsoft
3 4 (21.05%) Informatica
4 2 (10.53%) MapR
4 2 (10.53%) PeopleSoft
4 2 (10.53%) Tableau