Period
to 11 December 2017

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 11 December 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
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 49 68 37
Rank change year-on-year +19 -31 +9
Contract jobs citing ETL 26 19 37
As % of all contract IT jobs advertised in Nottinghamshire 2.63% 1.99% 3.98%
As % of the Processes & Methodologies category 3.09% 2.33% 4.89%
Number of daily rates quoted 15 15 28
Nottinghamshire median daily rate £375 £363 £413
Median daily rate % change year-on-year +3.45% -12.12% -1.49%
10th Percentile £240 £140 £160
90th Percentile £488 £453 £510
East Midlands median daily rate £375 £363 £425
% change year-on-year +3.45% -14.71% +4.94%
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 842 814 756
As % of all contract IT jobs advertised in Nottinghamshire 85.22% 85.24% 81.38%
Number of daily rates quoted 557 442 482
Nottinghamshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +3.45%
10th Percentile £281 £288 £250
90th Percentile £575 £550 £510
East Midlands median daily rate £390 £400 £375
% change year-on-year -2.50% +6.67% -
Number of hourly rates quoted 30 19 18
Nottinghamshire median hourly rate £14.50 £12.50 £13.95
Median hourly rate % change year-on-year +16.00% -10.39% -20.29%
10th Percentile £9.00 £9.64 £11.00
90th Percentile £28.50 £25.70 £34.40
East Midlands median hourly rate £15.45 £14.00 £16.00
% change year-on-year +10.36% -12.50% -3.03%

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 11 December 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 6 months to 11 December 2017. 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 +5 22 £380 +4.83%
ETL
East Midlands

For the 6 months to 11 December 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 22 (84.62%) SQL
2 17 (65.38%) Data Warehouse
3 13 (50.00%) Business Intelligence
3 13 (50.00%) SQL Server Integration Services
4 10 (38.46%) SQL Server
5 8 (30.77%) Oracle
5 8 (30.77%) Data Quality
6 7 (26.92%) Analytical Skills
7 6 (23.08%) Data Mapping
7 6 (23.08%) Dimensional Modelling
7 6 (23.08%) PeopleSoft
7 6 (23.08%) SQL Server Reporting Services
7 6 (23.08%) Migration
8 5 (19.23%) Agile Software Development
8 5 (19.23%) PL/SQL
8 5 (19.23%) T-SQL
8 5 (19.23%) Data Modelling
8 5 (19.23%) Informatica
8 5 (19.23%) Data Migration
8 5 (19.23%) Data Extraction
8 5 (19.23%) SQL Server Analysis Services
8 5 (19.23%) PowerShell
8 5 (19.23%) Performance Tuning
9 4 (15.38%) Data Reconciliation
9 4 (15.38%) Kimball Methodology
9 4 (15.38%) Concurrent Programming
9 4 (15.38%) ETL Development
9 4 (15.38%) Multithreaded Programming
9 4 (15.38%) Data Integration
9 4 (15.38%) SQL Server 2005

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 2 (7.69%) Microsoft Excel
Communications & Networking
1 2 (7.69%) FTP
Database & Business Intelligence
1 17 (65.38%) Data Warehouse
2 13 (50.00%) SQL Server Integration Services
3 10 (38.46%) SQL Server
4 6 (23.08%) SQL Server Reporting Services
5 5 (19.23%) SQL Server Analysis Services
6 4 (15.38%) PowerCenter
6 4 (15.38%) SQL Server 2005
7 2 (7.69%) OLAP
7 2 (7.69%) Oracle Database
7 2 (7.69%) Oracle Database 11g
7 2 (7.69%) Power BI
7 2 (7.69%) Relational Database
8 1 (3.85%) Big Data
8 1 (3.85%) MongoDB
8 1 (3.85%) NoSQL
8 1 (3.85%) PowerPivot
8 1 (3.85%) SQL Server 2014
Development Applications
1 3 (11.54%) Subversion
2 1 (3.85%) TortoiseSVN
General
1 3 (11.54%) Pharmaceutical
2 1 (3.85%) Finance
2 1 (3.85%) Manufacturing
2 1 (3.85%) Retail
2 1 (3.85%) Telecoms
Job Titles
1 12 (46.15%) Developer
2 9 (34.62%) Business Intelligence Developer
3 6 (23.08%) Analyst
3 6 (23.08%) SSIS Developer
4 5 (19.23%) Architect
4 5 (19.23%) ETL Developer
4 5 (19.23%) Senior Developer
4 5 (19.23%) SQL BI Developer
4 5 (19.23%) SQL Developer
5 4 (15.38%) Data Analyst
5 4 (15.38%) Data Migration Analyst
5 4 (15.38%) Migration Analyst
5 4 (15.38%) Senior Business Intelligence Developer
6 3 (11.54%) Informatica Architect
6 3 (11.54%) Senior SQL Developer
6 3 (11.54%) SSAS Developer
7 2 (7.69%) Applications Support Analyst
7 2 (7.69%) Business Intelligence Lead
7 2 (7.69%) Senior ETL Developer
7 2 (7.69%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 2 (7.69%) Ajax
1 2 (7.69%) XML
1 2 (7.69%) XSL
1 2 (7.69%) XSLT
2 1 (3.85%) Web Services
Miscellaneous
1 7 (26.92%) Analytical Skills
2 3 (11.54%) Data Structures
2 3 (11.54%) NHS
3 1 (3.85%) Computer Science
3 1 (3.85%) Greenfield Project
3 1 (3.85%) Management Information System
Processes & Methodologies
1 13 (50.00%) Business Intelligence
2 6 (23.08%) Data Mapping
2 6 (23.08%) Dimensional Modelling
2 6 (23.08%) Migration
3 5 (19.23%) Agile Software Development
3 5 (19.23%) Data Extraction
3 5 (19.23%) Data Migration
3 5 (19.23%) Data Modelling
3 5 (19.23%) Performance Tuning
4 4 (15.38%) Concurrent Programming
4 4 (15.38%) Data Analysis
4 4 (15.38%) Data Integration
4 4 (15.38%) Data Reconciliation
4 4 (15.38%) ETL Development
4 4 (15.38%) Kimball Methodology
4 4 (15.38%) Multithreaded Programming
4 4 (15.38%) Multithreading
5 3 (11.54%) Analytics
5 3 (11.54%) SDLC
5 3 (11.54%) Software Engineering
Programming Languages
1 22 (84.62%) SQL
2 5 (19.23%) PL/SQL
2 5 (19.23%) PowerShell
2 5 (19.23%) T-SQL
3 4 (15.38%) C#
4 3 (11.54%) C++
4 3 (11.54%) Java
4 3 (11.54%) Perl
4 3 (11.54%) Python
5 1 (3.85%) PeopleCode
5 1 (3.85%) Shell Script
5 1 (3.85%) SQR
Quality Assurance & Compliance
1 8 (30.77%) Data Quality
2 2 (7.69%) 21 CFR Part 11
2 2 (7.69%) CDISC
2 2 (7.69%) GxP
2 2 (7.69%) HL7
Vendors
1 8 (30.77%) Oracle
2 6 (23.08%) PeopleSoft
3 5 (19.23%) Informatica
4 3 (11.54%) Microsoft