Period
to 15 October 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Luigi skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Luigi over the 6 months to 15 October 2019 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
15 Oct 2019
Same period 2018 Same period 2017
Rank 1031 1149 1187
Rank change year-on-year +118 +38 +46
Permanent jobs citing Luigi 40 17 5
As % of all permanent IT jobs advertised in the UK 0.029% 0.010% 0.003%
As % of the Application Platforms category 0.20% 0.063% 0.016%
Number of salaries quoted 34 17 5
UK median annual salary £62,500 £60,000 £72,500
Median salary % change year-on-year +4.17% -17.24% +18.37%
10th Percentile £51,250 £44,000 £63,000
90th Percentile £88,375 £86,500 £80,000
UK excluding London median annual salary £62,500 - -

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

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 20,183 27,071 31,093
As % of all permanent IT jobs advertised in the UK 14.68% 16.45% 17.89%
Number of salaries quoted 16,048 21,720 25,050
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £27,997 £27,000
90th Percentile £85,000 £82,500 £76,250
UK excluding London median annual salary £42,943 £43,692 £40,000
% change year-on-year -1.71% +9.23% -

Luigi
Job Vacancy Trend

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

Job vacancy trend for Luigi in the UK

Luigi
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Luigi.

Salary trend for Luigi in the UK

Luigi
Salary Histogram

The salary distribution of IT jobs citing Luigi over the 6 months to 15 October 2019.

Salary histogram for Luigi in the UK

Luigi
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Luigi within the UK over the 6 months to 15 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +142 40 £62,500 +4.17% 11
London +119 34 £65,000 +8.33% 11
UK excluding London - 6 £62,500 -
South East - 3 £62,500 -
South West - 2 £66,250 -
East of England - 1 £47,500 -

For the 6 months to 15 October 2019, IT 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 permanent job ads with a requirement for Luigi.

1 40 (100.00%) Python
2 36 (90.00%) Apache Airflow
3 31 (77.50%) AWS
4 28 (70.00%) ETL
4 28 (70.00%) PostgreSQL
4 28 (70.00%) Apache Spark
5 26 (65.00%) Data Science
6 25 (62.50%) Java
7 24 (60.00%) Machine Learning
8 23 (57.50%) GCP
9 22 (55.00%) Amazon Redshift
9 22 (55.00%) Google
10 21 (52.50%) BigQuery
11 20 (50.00%) Kafka
12 18 (45.00%) Analytics
13 16 (40.00%) SQL
13 16 (40.00%) Apache
14 15 (37.50%) Relational Database
14 15 (37.50%) Pandas
15 13 (32.50%) Algorithms
15 13 (32.50%) Oozie
15 13 (32.50%) scikit-learn
15 13 (32.50%) MySQL
15 13 (32.50%) Scala
16 12 (30.00%) Test Automation
16 12 (30.00%) Web Services
16 12 (30.00%) Data Analytics
16 12 (30.00%) Data Structures
16 12 (30.00%) Kubernetes
17 11 (27.50%) Big Data

Luigi
Co-occurring IT Skills 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 36 (90.00%) Apache Airflow
2 28 (70.00%) Apache Spark
3 16 (40.00%) Apache
4 9 (22.50%) Elasticsearch
5 2 (5.00%) Tornado
Cloud Services
1 31 (77.50%) AWS
2 23 (57.50%) GCP
3 5 (12.50%) Amazon S3
4 3 (7.50%) Amazon EC2
5 2 (5.00%) Amazon EMR
5 2 (5.00%) AWS Lambda
5 2 (5.00%) Serverless
Database & Business Intelligence
1 28 (70.00%) PostgreSQL
2 22 (55.00%) Amazon Redshift
3 21 (52.50%) BigQuery
4 15 (37.50%) Relational Database
5 13 (32.50%) MySQL
6 11 (27.50%) Amazon Athena
6 11 (27.50%) Big Data
6 11 (27.50%) Hadoop
7 9 (22.50%) Apache Cassandra
7 9 (22.50%) Apache Hive
7 9 (22.50%) Flink
7 9 (22.50%) HBase
7 9 (22.50%) Presto
8 6 (15.00%) Data Warehouse
9 4 (10.00%) MongoDB
10 3 (7.50%) Amazon RDS
10 3 (7.50%) DB2
10 3 (7.50%) NoSQL
11 2 (5.00%) Parquet
11 2 (5.00%) Snowflake Schema
Development Applications
1 3 (7.50%) Jenkins
1 3 (7.50%) Travis CI
General
1 4 (10.00%) Finance
2 3 (7.50%) Pharmaceutical
2 3 (7.50%) Retail
3 2 (5.00%) Advertising
4 1 (2.50%) Marketing
Job Titles
1 25 (62.50%) Data Engineer
2 9 (22.50%) Developer
3 8 (20.00%) Python Developer
4 7 (17.50%) Backend Developer
4 7 (17.50%) Principal Engineer
5 6 (15.00%) Senior Data Engineer
6 3 (7.50%) AWS Engineer
6 3 (7.50%) Clojure Developer
6 3 (7.50%) Ruby Developer
7 2 (5.00%) Python Engineer
7 2 (5.00%) Senior Developer
7 2 (5.00%) Senior Python Developer
7 2 (5.00%) Senior Software Engineer
7 2 (5.00%) Software Engineer
8 1 (2.50%) Analyst
8 1 (2.50%) Business Intelligence Analyst
8 1 (2.50%) Data Scientist
8 1 (2.50%) Java Developer
8 1 (2.50%) Machine Learning Developer
8 1 (2.50%) SQL Analyst
Libraries, Frameworks & Software Standards
1 20 (50.00%) Kafka
2 15 (37.50%) Pandas
3 13 (32.50%) scikit-learn
4 12 (30.00%) Web Services
5 7 (17.50%) Celery
6 4 (10.00%) NumPy
7 3 (7.50%) SQLAlchemy
8 2 (5.00%) AngularJS
8 2 (5.00%) Flask
9 1 (2.50%) Apache Beam
9 1 (2.50%) Django
Miscellaneous
1 13 (32.50%) Algorithms
2 12 (30.00%) Data Structures
3 7 (17.50%) Analytical Skills
4 3 (7.50%) Greenfield Project
4 3 (7.50%) Grid Computing
4 3 (7.50%) Video\Live Streaming
Operating Systems
1 11 (27.50%) Linux
Processes & Methodologies
1 28 (70.00%) ETL
2 26 (65.00%) Data Science
3 24 (60.00%) Machine Learning
4 18 (45.00%) Analytics
5 12 (30.00%) Data Analytics
5 12 (30.00%) Test Automation
6 11 (27.50%) Software Engineering
7 10 (25.00%) Data Analysis
8 9 (22.50%) DevOps
8 9 (22.50%) Site Reliability Engineering
8 9 (22.50%) Use Case
9 8 (20.00%) Data Modelling
10 7 (17.50%) Agile Software Development
10 7 (17.50%) Data Engineering
10 7 (17.50%) Mentoring
11 6 (15.00%) Continuous Integration
11 6 (15.00%) TDD
12 5 (12.50%) Artificial Intelligence
13 4 (10.00%) Lean Software Development
14 3 (7.50%) Decision-Making
Programming Languages
1 40 (100.00%) Python
2 25 (62.50%) Java
3 16 (40.00%) SQL
4 13 (32.50%) Scala
5 9 (22.50%) C++
5 9 (22.50%) Go
6 3 (7.50%) Clojure
6 3 (7.50%) Kotlin
6 3 (7.50%) ML
6 3 (7.50%) Ruby
6 3 (7.50%) TypeScript
7 1 (2.50%) C#
7 1 (2.50%) JavaScript
7 1 (2.50%) R
Qualifications
1 3 (7.50%) PhD
System Software
1 4 (10.00%) Docker
Systems Management
1 13 (32.50%) Oozie
2 12 (30.00%) Kubernetes
3 3 (7.50%) Chronos
3 3 (7.50%) Mesos
4 2 (5.00%) Terraform
Vendors
1 22 (55.00%) Google
2 3 (7.50%) IBM
2 3 (7.50%) Talend
3 2 (5.00%) Samsung
4 1 (2.50%) Snowplow
4 1 (2.50%) Tableau