Period
to 16 August 2018

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Luigi skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Luigi over the 6 months to 16 August 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.

Luigi
England > London
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 616 609 622
Rank change year-on-year -7 +13 -10
Contract jobs citing Luigi 9 6 2
As % of all contract IT jobs advertised in London 0.020% 0.014% 0.004%
As % of the Application Platforms category 0.11% 0.080% 0.023%
Number of daily rates quoted 8 6 2
London median daily rate £563 £488 £444
Median daily rate % change year-on-year +15.38% +9.86% +28.62%
10th Percentile £465 £431 £379
90th Percentile £701 £519 £513
England median daily rate £500 £500 £444
% change year-on-year - +12.68% +28.62%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - £19.30 -

Luigi is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 7,946 7,475 8,564
As % of all contract IT jobs advertised in London 17.45% 17.49% 18.88%
Number of daily rates quoted 5,606 5,234 6,052
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +9.09%
10th Percentile £300 £300 £281
90th Percentile £650 £638 £619
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +8.97%
Number of hourly rates quoted 94 96 94
London median hourly rate £21.50 £19.00 £17.56
Median hourly rate % change year-on-year +13.16% +8.20% -9.95%
10th Percentile £14.00 £12.75 £11.25
90th Percentile £57.50 £47.83 £43.05
England median hourly rate £21.00 £20.44 £20.00
% change year-on-year +2.76% +2.18% -

Luigi
Job Vacancy Trend in London

Job postings citing Luigi as a percentage of all IT jobs advertised in London.

Job vacancy trend for Luigi in London

Luigi
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Luigi in London

Luigi
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Luigi in London over the 6 months to 16 August 2018.

Contractor daily rate histogram for Luigi in London

Luigi
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Luigi within the London region over the 6 months to 16 August 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
Central London -18 3 £500 -2.44%
West London - 2 £480 - 5
Luigi
England

For the 6 months to 16 August 2018, IT contractor jobs citing Luigi 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 London region with a requirement for Luigi.

1 9 (100.00%) Python
2 7 (77.78%) Big Data
2 7 (77.78%) Apache Spark
2 7 (77.78%) Apache Airflow
2 7 (77.78%) Data Science
3 6 (66.67%) Software Engineering
4 5 (55.56%) SQL
4 5 (55.56%) Analytics
5 4 (44.44%) Data Engineering
5 4 (44.44%) Open Source
5 4 (44.44%) Functional Programming
5 4 (44.44%) OOP
5 4 (44.44%) Agile Software Development
5 4 (44.44%) Computer Science
6 3 (33.33%) Test Automation
6 3 (33.33%) Hadoop
6 3 (33.33%) Software Testing
6 3 (33.33%) PostgreSQL
6 3 (33.33%) Amazon Redshift
6 3 (33.33%) Amazon AWS
6 3 (33.33%) NoSQL
6 3 (33.33%) Machine Learning
6 3 (33.33%) Continuous Delivery
6 3 (33.33%) Problem-Solving
7 2 (22.22%) scikit-learn
7 2 (22.22%) Redis
7 2 (22.22%) Data Quality
7 2 (22.22%) RabbitMQ
7 2 (22.22%) SciPy
7 2 (22.22%) NumPy

Luigi
Co-occurring IT Skills in London 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 7 (77.78%) Apache Airflow
1 7 (77.78%) Apache Spark
2 2 (22.22%) Elasticsearch
Cloud Services
1 3 (33.33%) Amazon AWS
2 1 (11.11%) Amazon EC2
2 1 (11.11%) Amazon EMR
Database & Business Intelligence
1 7 (77.78%) Big Data
2 3 (33.33%) Amazon Redshift
2 3 (33.33%) Hadoop
2 3 (33.33%) NoSQL
2 3 (33.33%) PostgreSQL
3 2 (22.22%) Apache Hive
3 2 (22.22%) Data Warehouse
3 2 (22.22%) MongoDB
3 2 (22.22%) Redis
4 1 (11.11%) Amazon RDS
4 1 (11.11%) Apache Cassandra
4 1 (11.11%) Azkaban
4 1 (11.11%) Relational Database
4 1 (11.11%) Spatial Data
General
1 2 (22.22%) Retail
Job Titles
1 5 (55.56%) Python Engineer
1 5 (55.56%) Python Software Engineer
1 5 (55.56%) Software Engineer
2 3 (33.33%) Developer
2 3 (33.33%) Python Developer
2 3 (33.33%) Senior Software Engineer
3 2 (22.22%) AWS Developer
3 2 (22.22%) Data Science Engineer
3 2 (22.22%) ETL Developer
3 2 (22.22%) Machine Learning Engineer
3 2 (22.22%) Redshift Developer
3 2 (22.22%) SQL Developer
4 1 (11.11%) AWS Engineer
4 1 (11.11%) Big Data Engineer
4 1 (11.11%) Data Engineer
4 1 (11.11%) Senior Developer
4 1 (11.11%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 2 (22.22%) Celery
1 2 (22.22%) Django
1 2 (22.22%) Flask
1 2 (22.22%) NumPy
1 2 (22.22%) Pandas
1 2 (22.22%) RabbitMQ
1 2 (22.22%) scikit-learn
1 2 (22.22%) SciPy
2 1 (11.11%) Kafka
2 1 (11.11%) Spark Streaming
Miscellaneous
1 4 (44.44%) Computer Science
2 1 (11.11%) Data Centre
2 1 (11.11%) Data Structures
Processes & Methodologies
1 7 (77.78%) Data Science
2 6 (66.67%) Software Engineering
3 5 (55.56%) Analytics
4 4 (44.44%) Agile Software Development
4 4 (44.44%) Data Engineering
4 4 (44.44%) Functional Programming
4 4 (44.44%) OOP
4 4 (44.44%) Open Source
5 3 (33.33%) Continuous Delivery
5 3 (33.33%) Machine Learning
5 3 (33.33%) Problem-Solving
5 3 (33.33%) Software Testing
5 3 (33.33%) Test Automation
6 2 (22.22%) BDD
6 2 (22.22%) Configuration Management
6 2 (22.22%) Dimensional Modelling
6 2 (22.22%) ETL
6 2 (22.22%) Kimball Methodology
6 2 (22.22%) Migration
6 2 (22.22%) TDD
Programming Languages
1 9 (100.00%) Python
2 5 (55.56%) SQL
3 1 (11.11%) C++
3 1 (11.11%) Java
3 1 (11.11%) Scala
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
1 2 (22.22%) QA
System Software
1 2 (22.22%) Docker
Systems Management
1 2 (22.22%) Ansible