Period
to 3 August 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 3 August 2020 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
3 Aug 2020
Same period 2019 Same period 2018
Rank 735 1069 1189
Rank change year-on-year +334 +120 +27
Permanent jobs citing Luigi 39 21 15
As % of all permanent jobs advertised in the UK 0.058% 0.015% 0.009%
As % of the Application Platforms category 0.41% 0.098% 0.052%
Number of salaries quoted 41 23 15
Median annual salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.17% -17.24%
10th Percentile £57,500 £51,250 £45,000
90th Percentile £93,750 £87,500 £82,500
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 9,566 21,455 28,716
As % of all permanent IT jobs advertised in the UK 14.22% 14.89% 16.59%
Number of salaries quoted 7,535 16,957 22,974
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £28,000 £28,000
90th Percentile £90,000 £85,000 £80,500
UK excluding London median annual salary £45,000 £43,500 £44,000
% change year-on-year +3.45% -1.14% +8.64%

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 3 August 2020.

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 3 August 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 +315 37 £70,000 +12.00% 1
London +230 26 £85,000 +33.33% 1
UK excluding London +270 13 £70,000 +12.00%
East of England +109 10 £70,000 -11.11%
Work from Home +68 5 £70,000 +33.33%
Scotland - 2 £75,000 -
North West - 1 £55,000 -
North of England - 1 £55,000 -

For the 6 months to 3 August 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 37 (94.87%) Apache Airflow
2 33 (84.62%) Java
2 33 (84.62%) SQL
3 32 (82.05%) Python
4 29 (74.36%) Analytics
5 25 (64.10%) Data Science
6 24 (61.54%) PostgreSQL
6 24 (61.54%) Scala
7 23 (58.97%) Apache Spark
7 23 (58.97%) Big Data
7 23 (58.97%) Kafka
7 23 (58.97%) NoSQL
8 22 (56.41%) Hadoop
8 22 (56.41%) AWS
9 19 (48.72%) SQL Server Integration Services
9 19 (48.72%) Amazon Redshift
10 18 (46.15%) Degree
10 18 (46.15%) Computer Science
10 18 (46.15%) OO
10 18 (46.15%) Computer Science Degree
11 17 (43.59%) Data Warehouse
11 17 (43.59%) C++
11 17 (43.59%) Workflow
11 17 (43.59%) Workflow Management
11 17 (43.59%) Amazon EC2
11 17 (43.59%) Spark Streaming
11 17 (43.59%) Data Munging
11 17 (43.59%) Azkaban
11 17 (43.59%) DevOps
11 17 (43.59%) Amazon RDS

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 (94.87%) Apache Airflow
2 23 (58.97%) Apache Spark
3 3 (7.69%) Apache
Cloud Services
1 22 (56.41%) AWS
2 17 (43.59%) Amazon EC2
2 17 (43.59%) Amazon EMR
3 13 (33.33%) GCP
4 12 (30.77%) Azure
5 11 (28.21%) Amazon S3
6 10 (25.64%) Logic Apps
7 5 (12.82%) Power Platform
Database & Business Intelligence
1 24 (61.54%) PostgreSQL
2 23 (58.97%) Big Data
2 23 (58.97%) NoSQL
3 22 (56.41%) Hadoop
4 19 (48.72%) Amazon Redshift
4 19 (48.72%) SQL Server Integration Services
5 17 (43.59%) Amazon RDS
5 17 (43.59%) Azkaban
5 17 (43.59%) Data Warehouse
6 15 (38.46%) Apache Cassandra
6 15 (38.46%) Relational Database
7 13 (33.33%) BigQuery
8 10 (25.64%) SQL Server
8 10 (25.64%) SQL Server Reporting Services
9 7 (17.95%) Amazon DynamoDB
10 5 (12.82%) Power BI
11 3 (7.69%) Data Lake
11 3 (7.69%) Looker
11 3 (7.69%) MySQL
12 2 (5.13%) KDB
Development Applications
1 1 (2.56%) Jenkins
1 1 (2.56%) Spinnaker
1 1 (2.56%) TeamCity
General
1 9 (23.08%) Finance
2 8 (20.51%) Marketing
3 7 (17.95%) Banking
4 2 (5.13%) Front Office
Job Titles
1 34 (87.18%) Data Engineer
2 19 (48.72%) Senior Data Engineer
3 10 (25.64%) Python Engineer
4 7 (17.95%) Developer
5 6 (15.38%) Senior Developer
6 5 (12.82%) Business Developer
6 5 (12.82%) Business Intelligence Developer
6 5 (12.82%) Power BI Developer
6 5 (12.82%) Senior Business Intelligence Developer
7 3 (7.69%) Web Engineer
8 2 (5.13%) Analyst
8 2 (5.13%) Analyst Developer
8 2 (5.13%) Data Analyst
8 2 (5.13%) Python Developer
8 2 (5.13%) Qualitative Analyst
8 2 (5.13%) Quantitative Analyst
8 2 (5.13%) Quantitative Analyst Developer
8 2 (5.13%) Quantitative Developer
9 1 (2.56%) Big Data Engineer
9 1 (2.56%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 23 (58.97%) Kafka
2 17 (43.59%) Spark Streaming
3 10 (25.64%) Apache NiFi
4 4 (10.26%) Elastic Stack
5 2 (5.13%) Apache Drill
5 2 (5.13%) NumPy
5 2 (5.13%) Pandas
6 1 (2.56%) RabbitMQ
Miscellaneous
1 14 (35.90%) Data Structures
1 14 (35.90%) Management Information System
2 10 (25.64%) Analytical Skills
2 10 (25.64%) Data Centre
3 2 (5.13%) Algorithms
3 2 (5.13%) Fixed Income
4 1 (2.56%) Greenfield Project
Operating Systems
1 2 (5.13%) Linux
1 2 (5.13%) Unix
Processes & Methodologies
1 29 (74.36%) Analytics
2 25 (64.10%) Data Science
3 18 (46.15%) Computer Science
3 18 (46.15%) OO
4 17 (43.59%) Data Munging
4 17 (43.59%) DevOps
4 17 (43.59%) Workflow
4 17 (43.59%) Workflow Management
5 14 (35.90%) Actionable Insight
5 14 (35.90%) Customer Acquisition
5 14 (35.90%) Data Transformation
5 14 (35.90%) Informatics
5 14 (35.90%) Performance Metrics
5 14 (35.90%) Process Improvement
5 14 (35.90%) Root Cause Analysis
5 14 (35.90%) Statistics
5 14 (35.90%) Workload Management
6 13 (33.33%) Data Visualisation
6 13 (33.33%) ETL
6 13 (33.33%) Visualisation
Programming Languages
1 33 (84.62%) Java
1 33 (84.62%) SQL
2 32 (82.05%) Python
3 24 (61.54%) Scala
4 17 (43.59%) C++
Qualifications
1 18 (46.15%) Computer Science Degree
1 18 (46.15%) Degree
System Software
1 1 (2.56%) Docker
Systems Management
1 6 (15.38%) Oozie
2 4 (10.26%) Ansible
2 4 (10.26%) Kubernetes
2 4 (10.26%) Opscode Chef
2 4 (10.26%) Puppet
2 4 (10.26%) Salt
3 3 (7.69%) Argo
Vendors
1 12 (30.77%) Microsoft
2 9 (23.08%) Talend
3 7 (17.95%) Google
4 3 (7.69%) Tableau