Period
to 27 October 2020

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 27 October 2020 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
27 Oct 2020
Same period 2019 Same period 2018
Rank 679 1022 1154
Rank change year-on-year +343 +132 +52
Permanent jobs citing Luigi 18 45 17
As % of all permanent jobs advertised in the UK 0.036% 0.033% 0.010%
As % of the Application Platforms category 0.26% 0.23% 0.064%
Number of salaries quoted 23 41 17
Median annual salary £65,000 £62,500 £62,500
Median salary % change year-on-year +4.00% - -21.88%
10th Percentile £57,500 £51,250 £44,000
90th Percentile £72,500 £88,750 £86,500
UK excluding London median annual salary £70,000 £62,500 -
% change year-on-year +12.00% - -

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 6,929 19,999 26,718
As % of all permanent IT jobs advertised in the UK 14.00% 14.71% 16.33%
Number of salaries quoted 5,709 15,984 21,420
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £27,500 £27,951
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £45,000 £43,156 £43,750
% change year-on-year +4.27% -1.36% +9.38%

Luigi
Job Vacancy Trend

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

Job vacancy trend for Luigi in the UK

Luigi
Salary Trend

3-month moving average salary quoted in jobs citing Luigi.

Salary trend for Luigi in the UK

Luigi
Salary Histogram

Salary distribution for jobs citing Luigi over the 6 months to 27 October 2020.

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 27 October 2020. 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 +353 17 £67,500 +8.00% 3
UK excluding London +311 11 £70,000 +12.00% 1
East of England +145 10 £70,000 +47.37%
London +228 7 £65,000 +4.00% 2
Work from Home +27 5 £70,000 +33.33%
Scotland - 1 £50,000 -

For the 6 months to 27 October 2020, 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 18 (100.00%) Python
1 18 (100.00%) Apache Airflow
2 16 (88.89%) Apache Spark
2 16 (88.89%) AWS
2 16 (88.89%) Amazon EMR
3 15 (83.33%) SQL
4 13 (72.22%) PostgreSQL
5 12 (66.67%) Java
5 12 (66.67%) Amazon RDS
5 12 (66.67%) Amazon Redshift
5 12 (66.67%) Scala
5 12 (66.67%) Kafka
5 12 (66.67%) Data Science
6 11 (61.11%) Apache Cassandra
6 11 (61.11%) NoSQL
6 11 (61.11%) Hadoop
6 11 (61.11%) Amazon EC2
6 11 (61.11%) Azure
6 11 (61.11%) Azkaban
6 11 (61.11%) Analytics
6 11 (61.11%) C++
6 11 (61.11%) Data Warehouse
6 11 (61.11%) OO
6 11 (61.11%) Workflow
6 11 (61.11%) Workflow Management
7 10 (55.56%) Management Information System
7 10 (55.56%) SQL Server Reporting Services
7 10 (55.56%) SQL Server Integration Services
7 10 (55.56%) Statistics
7 10 (55.56%) Degree

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 18 (100.00%) Apache Airflow
2 16 (88.89%) Apache Spark
3 2 (11.11%) Apache
Cloud Services
1 16 (88.89%) Amazon EMR
1 16 (88.89%) AWS
2 11 (61.11%) Amazon EC2
2 11 (61.11%) Azure
3 10 (55.56%) Logic Apps
4 5 (27.78%) Amazon Kinesis
4 5 (27.78%) Amazon S3
4 5 (27.78%) AWS Lambda
4 5 (27.78%) GCP
4 5 (27.78%) Power Platform
4 5 (27.78%) Serverless
5 1 (5.56%) Amazon ElastiCache
5 1 (5.56%) Amazon SageMaker
5 1 (5.56%) AWS CloudFormation
5 1 (5.56%) Cloud Computing
Database & Business Intelligence
1 13 (72.22%) PostgreSQL
2 12 (66.67%) Amazon RDS
2 12 (66.67%) Amazon Redshift
3 11 (61.11%) Apache Cassandra
3 11 (61.11%) Azkaban
3 11 (61.11%) Data Warehouse
3 11 (61.11%) Hadoop
3 11 (61.11%) NoSQL
4 10 (55.56%) Big Data
4 10 (55.56%) Relational Database
4 10 (55.56%) SQL Server
4 10 (55.56%) SQL Server Integration Services
4 10 (55.56%) SQL Server Reporting Services
5 5 (27.78%) Amazon Athena
5 5 (27.78%) Data Lake
5 5 (27.78%) Power BI
6 4 (22.22%) BigQuery
7 1 (5.56%) Amazon DynamoDB
7 1 (5.56%) Electronic Patient Records
7 1 (5.56%) Flink
Development Applications
1 1 (5.56%) CircleCI
1 1 (5.56%) GoCD
1 1 (5.56%) Jenkins
General
1 4 (22.22%) Retail
2 2 (11.11%) Finance
Job Titles
1 11 (61.11%) Data Engineer
2 6 (33.33%) Developer
2 6 (33.33%) Senior Data Engineer
3 5 (27.78%) Business Developer
3 5 (27.78%) Business Intelligence Developer
3 5 (27.78%) Power BI Developer
3 5 (27.78%) Python Engineer
3 5 (27.78%) Senior Business Intelligence Developer
3 5 (27.78%) Senior Developer
4 1 (5.56%) Backend Developer
Libraries, Frameworks & Software Standards
1 12 (66.67%) Kafka
2 10 (55.56%) Spark Streaming
3 6 (33.33%) Pandas
4 2 (11.11%) Django
4 2 (11.11%) Flask
5 1 (5.56%) Apache NiFi
5 1 (5.56%) PySpark
5 1 (5.56%) RESTful
Miscellaneous
1 10 (55.56%) Data Centre
1 10 (55.56%) Data Structures
1 10 (55.56%) Management Information System
2 1 (5.56%) Greenfield Project
Processes & Methodologies
1 12 (66.67%) Data Science
2 11 (61.11%) Analytics
2 11 (61.11%) OO
2 11 (61.11%) Workflow
2 11 (61.11%) Workflow Management
3 10 (55.56%) Actionable Insight
3 10 (55.56%) Computer Science
3 10 (55.56%) Customer Acquisition
3 10 (55.56%) Data Integration
3 10 (55.56%) Data Munging
3 10 (55.56%) Data Transformation
3 10 (55.56%) Data Visualisation
3 10 (55.56%) DevOps
3 10 (55.56%) Informatics
3 10 (55.56%) Performance Metrics
3 10 (55.56%) Process Improvement
3 10 (55.56%) Root Cause Analysis
3 10 (55.56%) Statistics
3 10 (55.56%) Visualisation
3 10 (55.56%) Workload Management
Programming Languages
1 18 (100.00%) Python
2 15 (83.33%) SQL
3 12 (66.67%) Java
3 12 (66.67%) Scala
4 11 (61.11%) C++
Qualifications
1 10 (55.56%) Computer Science Degree
1 10 (55.56%) Degree
System Software
1 1 (5.56%) Apache Flume
Systems Management
1 4 (22.22%) Oozie
1 4 (22.22%) Terraform
2 1 (5.56%) Kubernetes
Vendors
1 10 (55.56%) Microsoft
2 4 (22.22%) Talend
3 1 (5.56%) Databricks
3 1 (5.56%) Oracle