Period
to 22 January 2021

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 22 January 2021 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
22 Jan 2021
Same period 2020 Same period 2019
Rank 726 976 1121
Rank change year-on-year +250 +145 +52
Permanent jobs citing Luigi 37 50 17
As % of all permanent jobs advertised in the UK 0.058% 0.040% 0.011%
As % of the Application Platforms category 0.41% 0.27% 0.070%
Number of salaries quoted 31 50 16
Median annual salary £65,000 £68,750 £77,500
Median salary % change year-on-year -5.45% -11.29% +40.91%
10th Percentile £45,000 £53,500 £45,000
90th Percentile £77,500 £120,000 £87,500
UK excluding London median annual salary £60,000 £75,000 -
% change year-on-year -20.00% - -

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 8,918 18,516 24,352
As % of all permanent IT jobs advertised in the UK 13.93% 14.68% 16.04%
Number of salaries quoted 7,161 14,995 19,658
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 £28,125
90th Percentile £86,250 £85,000 £85,000
UK excluding London median annual salary £45,500 £45,000 £43,021
% change year-on-year +1.11% +4.60% +4.93%

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 22 January 2021.

Salary histogram for Luigi in the UK

Luigi
Top 8 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 22 January 2021. 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 +235 34 £65,000 -5.45% 2
London +172 25 £67,500 - 2
UK excluding London +213 12 £60,000 -20.00% 1
East of England - 8 £62,500 -
Scotland - 3 £50,000 - 1
Work from Home -58 1 - -
North of England - 1 £47,500 -
Yorkshire - 1 £47,500 -

For the 6 months to 22 January 2021, 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 37 (100.00%) Apache Airflow
2 35 (94.59%) Python
3 32 (86.49%) SQL
4 31 (83.78%) AWS
5 27 (72.97%) Apache Spark
6 22 (59.46%) Big Data
7 21 (56.76%) Kafka
8 20 (54.05%) Hadoop
9 19 (51.35%) ETL
10 18 (48.65%) Azkaban
11 16 (43.24%) DevOps
11 16 (43.24%) Analytics
11 16 (43.24%) Java
11 16 (43.24%) PostgreSQL
12 15 (40.54%) Scala
12 15 (40.54%) Amazon EMR
13 14 (37.84%) Amazon Redshift
13 14 (37.84%) Azure
13 14 (37.84%) NoSQL
14 13 (35.14%) Workflow
14 13 (35.14%) Workflow Management
14 13 (35.14%) Relational Database
14 13 (35.14%) GCP
14 13 (35.14%) Data Science
15 12 (32.43%) Amazon Kinesis
15 12 (32.43%) BigQuery
15 12 (32.43%) C++
15 12 (32.43%) OO
16 11 (29.73%) Data Integration
17 10 (27.03%) Business Intelligence

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 37 (100.00%) Apache Airflow
2 27 (72.97%) Apache Spark
3 5 (13.51%) Apache Pig
4 2 (5.41%) Apache
5 1 (2.70%) Elasticsearch
Cloud Services
1 31 (83.78%) AWS
2 15 (40.54%) Amazon EMR
3 14 (37.84%) Azure
4 13 (35.14%) GCP
5 12 (32.43%) Amazon Kinesis
6 9 (24.32%) Amazon S3
7 8 (21.62%) Amazon EC2
7 8 (21.62%) Logic Apps
8 7 (18.92%) AWS Lambda
8 7 (18.92%) Serverless
9 4 (10.81%) Power Platform
10 1 (2.70%) Amazon ElastiCache
10 1 (2.70%) Amazon SageMaker
10 1 (2.70%) AWS CloudFormation
10 1 (2.70%) Cloud Computing
10 1 (2.70%) SaaS
Database & Business Intelligence
1 22 (59.46%) Big Data
2 20 (54.05%) Hadoop
3 18 (48.65%) Azkaban
4 16 (43.24%) PostgreSQL
5 14 (37.84%) Amazon Redshift
5 14 (37.84%) NoSQL
6 13 (35.14%) Relational Database
7 12 (32.43%) BigQuery
8 10 (27.03%) Apache Cassandra
8 10 (27.03%) Data Warehouse
8 10 (27.03%) SQL Server Integration Services
9 9 (24.32%) Amazon RDS
10 8 (21.62%) SQL Server
10 8 (21.62%) SQL Server Reporting Services
11 7 (18.92%) Amazon Athena
11 7 (18.92%) Data Lake
12 6 (16.22%) Looker
12 6 (16.22%) Tableau
13 5 (13.51%) Flink
14 4 (10.81%) Power BI
Development Applications
1 1 (2.70%) CircleCI
1 1 (2.70%) GoCD
1 1 (2.70%) Jenkins
General
1 7 (18.92%) Finance
2 5 (13.51%) Retail
3 2 (5.41%) Marketing
4 1 (2.70%) Banking
4 1 (2.70%) Financial Institution
4 1 (2.70%) Investment Banking
4 1 (2.70%) Law
Job Titles
1 26 (70.27%) Data Engineer
2 11 (29.73%) Python Engineer
3 5 (13.51%) Developer
4 4 (10.81%) Azure Engineer
4 4 (10.81%) Big Data Engineer
4 4 (10.81%) Business Developer
4 4 (10.81%) Business Intelligence Developer
4 4 (10.81%) Power BI Developer
4 4 (10.81%) Senior Business Intelligence Developer
4 4 (10.81%) Senior Developer
5 3 (8.11%) Senior Data Engineer
6 2 (5.41%) Azure Developer
7 1 (2.70%) Backend Developer
Libraries, Frameworks & Software Standards
1 21 (56.76%) Kafka
2 8 (21.62%) Pandas
3 7 (18.92%) Spark Streaming
4 2 (5.41%) Django
4 2 (5.41%) Flask
4 2 (5.41%) PySpark
5 1 (2.70%) Apache NiFi
5 1 (2.70%) gRPC
5 1 (2.70%) NumPy
5 1 (2.70%) REST
5 1 (2.70%) RESTful
5 1 (2.70%) SQLAlchemy
Miscellaneous
1 5 (13.51%) Data Structures
2 4 (10.81%) Data Centre
2 4 (10.81%) Management Information System
3 2 (5.41%) Algorithms
4 1 (2.70%) Greenfield Project
4 1 (2.70%) Hedge funds
Operating Systems
1 1 (2.70%) Linux
Processes & Methodologies
1 19 (51.35%) ETL
2 16 (43.24%) Analytics
2 16 (43.24%) DevOps
3 13 (35.14%) Data Science
3 13 (35.14%) Workflow
3 13 (35.14%) Workflow Management
4 12 (32.43%) OO
5 11 (29.73%) Data Integration
6 10 (27.03%) Business Intelligence
6 10 (27.03%) Data Engineering
7 9 (24.32%) Actionable Insight
7 9 (24.32%) Customer Acquisition
7 9 (24.32%) Performance Metrics
7 9 (24.32%) Process Improvement
8 8 (21.62%) Data Visualisation
8 8 (21.62%) Visualisation
9 7 (18.92%) Agile Software Development
10 6 (16.22%) Computer Science
10 6 (16.22%) Data Analytics
11 5 (13.51%) Root Cause Analysis
Programming Languages
1 35 (94.59%) Python
2 32 (86.49%) SQL
3 16 (43.24%) Java
4 15 (40.54%) Scala
5 12 (32.43%) C++
6 3 (8.11%) R
Qualifications
1 7 (18.92%) Degree
2 5 (13.51%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.70%) Data Quality
System Software
1 1 (2.70%) Apache Flume
Systems Management
1 8 (21.62%) Oozie
2 6 (16.22%) Terraform
3 1 (2.70%) Kubernetes
Vendors
1 9 (24.32%) Talend
2 8 (21.62%) Microsoft
3 5 (13.51%) Google
4 1 (2.70%) Databricks
4 1 (2.70%) Oracle
4 1 (2.70%) Snowplow