Period
to 18 February 2019

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 18 February 2019 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
18 Feb 2019
Same period 2018 Same period 2017
Rank 608 626 -
Rank change year-on-year +18 - -
Contract jobs citing Luigi 18 1 0
As % of all contract IT jobs advertised in London 0.041% 0.002% -
As % of the Application Platforms category 0.25% 0.013% -
Number of daily rates quoted 16 1 0
London median daily rate £531 £525 -
Median daily rate % change year-on-year +1.19% - -
England median daily rate £539 £525 -
% change year-on-year +2.62% - -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

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 7,303 7,889 8,047
As % of all contract IT jobs advertised in London 16.70% 17.07% 19.62%
Number of daily rates quoted 5,169 5,714 5,558
London median daily rate £513 £500 £450
Median daily rate % change year-on-year +2.50% +11.11% +5.88%
10th Percentile £306 £300 £285
90th Percentile £675 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +5.59%
Number of hourly rates quoted 60 90 96
London median hourly rate £26.75 £20.25 £20.00
Median hourly rate % change year-on-year +32.10% +1.25% -9.04%
10th Percentile £15.70 £12.95 £13.00
90th Percentile £48.80 £47.83 £54.06
England median hourly rate £20.00 £19.00 £20.00
% change year-on-year +5.26% -5.00% +2.56%

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 18 February 2019.

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 18 February 2019. 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 - 3 £525 - 1
Luigi
England

For the 6 months to 18 February 2019, 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 16 (88.89%) Python
2 15 (83.33%) Apache Airflow
3 13 (72.22%) Data Science
3 13 (72.22%) ETL
4 12 (66.67%) Amazon AWS
5 11 (61.11%) SQL
6 10 (55.56%) NoSQL
6 10 (55.56%) Big Data
7 9 (50.00%) Docker
7 9 (50.00%) Google Cloud Platform
7 9 (50.00%) Hadoop
7 9 (50.00%) PostgreSQL
8 8 (44.44%) Apache Spark
8 8 (44.44%) Kafka
8 8 (44.44%) MongoDB
9 7 (38.89%) Machine Learning
9 7 (38.89%) Agile Software Development
10 6 (33.33%) Collaborative Working
10 6 (33.33%) Workflow Management
10 6 (33.33%) Workflow
10 6 (33.33%) JavaScript
10 6 (33.33%) Flask
10 6 (33.33%) Apache Cassandra
10 6 (33.33%) NumPy
10 6 (33.33%) Amazon Redshift
10 6 (33.33%) scikit-learn
11 5 (27.78%) DevOps
11 5 (27.78%) Analytics
11 5 (27.78%) Java
11 5 (27.78%) MySQL

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 15 (83.33%) Apache Airflow
2 8 (44.44%) Apache Spark
3 2 (11.11%) Confluence
3 2 (11.11%) Jupyter
3 2 (11.11%) nginx
4 1 (5.56%) Elasticsearch
Cloud Services
1 12 (66.67%) Amazon AWS
2 9 (50.00%) Google Cloud Platform
3 5 (27.78%) Amazon S3
4 4 (22.22%) AWS Lambda
4 4 (22.22%) Serverless
5 3 (16.67%) Amazon EC2
6 2 (11.11%) Amazon Kinesis
6 2 (11.11%) Cloud Computing
7 1 (5.56%) AWS CloudFormation
Database & Business Intelligence
1 10 (55.56%) Big Data
1 10 (55.56%) NoSQL
2 9 (50.00%) Hadoop
2 9 (50.00%) PostgreSQL
3 8 (44.44%) MongoDB
4 6 (33.33%) Amazon Redshift
4 6 (33.33%) Apache Cassandra
5 5 (27.78%) MySQL
6 4 (22.22%) Apache Hive
6 4 (22.22%) Data Warehouse
6 4 (22.22%) Neo4j
6 4 (22.22%) Redis
7 3 (16.67%) BigQuery
7 3 (16.67%) Parquet
7 3 (16.67%) Relational Database
8 2 (11.11%) Azkaban
8 2 (11.11%) Data Lake
8 2 (11.11%) Snowflake Schema
8 2 (11.11%) Text Mining
9 1 (5.56%) Impala
Development Applications
1 2 (11.11%) JIRA
1 2 (11.11%) Selenium
2 1 (5.56%) Jenkins
2 1 (5.56%) ProC
General
1 4 (22.22%) Legal
1 4 (22.22%) Marketing
2 3 (16.67%) Advertising
2 3 (16.67%) Retail
3 2 (11.11%) Publishing
4 1 (5.56%) Finance
Job Titles
1 7 (38.89%) Data Engineer
2 4 (22.22%) Python Engineer
3 3 (16.67%) Developer
3 3 (16.67%) Python Developer
4 2 (11.11%) Big Data Engineer
4 2 (11.11%) Software Engineer
5 1 (5.56%) Data Science Engineer
5 1 (5.56%) Data Scientist
5 1 (5.56%) Machine Learning Engineer
5 1 (5.56%) Machine Learning Researcher
5 1 (5.56%) Python Software Engineer
5 1 (5.56%) Senior Data Engineer
5 1 (5.56%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 8 (44.44%) Kafka
2 6 (33.33%) Flask
2 6 (33.33%) NumPy
2 6 (33.33%) scikit-learn
3 4 (22.22%) Django
3 4 (22.22%) Pandas
3 4 (22.22%) RabbitMQ
3 4 (22.22%) TinkerPop
3 4 (22.22%) Velocity
4 3 (16.67%) Celery
4 3 (16.67%) REST
4 3 (16.67%) SciPy
5 2 (11.11%) Beautiful Soup
5 2 (11.11%) Natural Language Processing
5 2 (11.11%) SpaCy
5 2 (11.11%) SQLAlchemy
5 2 (11.11%) TensorFlow
6 1 (5.56%) Akka
6 1 (5.56%) Apache NiFi
6 1 (5.56%) Elastic Stack
Miscellaneous
1 5 (27.78%) Self-Motivation
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Data Structures
2 2 (11.11%) Greenfield Project
3 1 (5.56%) Algorithms
3 1 (5.56%) Semantic Web
Operating Systems
1 3 (16.67%) Linux
Processes & Methodologies
1 13 (72.22%) Data Science
1 13 (72.22%) ETL
2 7 (38.89%) Agile Software Development
2 7 (38.89%) Machine Learning
3 6 (33.33%) Collaborative Working
3 6 (33.33%) Workflow
3 6 (33.33%) Workflow Management
4 5 (27.78%) Analytics
4 5 (27.78%) DevOps
4 5 (27.78%) Software Engineering
5 4 (22.22%) Artificial Intelligence
5 4 (22.22%) Business Intelligence
5 4 (22.22%) Complex ETL
5 4 (22.22%) Functional Programming
5 4 (22.22%) Problem-Solving
5 4 (22.22%) TDD
6 3 (16.67%) Don't repeat yourself (DRY)
6 3 (16.67%) Microservices
6 3 (16.67%) Refactoring
6 3 (16.67%) SOLID
Programming Languages
1 16 (88.89%) Python
2 11 (61.11%) SQL
3 6 (33.33%) JavaScript
4 5 (27.78%) Bash Shell
4 5 (27.78%) Java
5 4 (22.22%) C#
5 4 (22.22%) Scala
6 3 (16.67%) Shell Script
7 1 (5.56%) C++
Qualifications
1 1 (5.56%) PhD
Quality Assurance & Compliance
1 1 (5.56%) QA
System Software
1 9 (50.00%) Docker
Systems Management
1 3 (16.67%) Ansible
2 2 (11.11%) Kubernetes
Vendors
1 2 (11.11%) Atlassian
1 2 (11.11%) Facebook
1 2 (11.11%) Google
1 2 (11.11%) Twitter