Period
to 25 October 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 25 October 2021 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
25 Oct 2021
Same period 2020 Same period 2019
Rank 985 668 1035
Rank change year-on-year -317 +367 +126
Permanent jobs citing Luigi 65 20 45
As % of all permanent jobs advertised in the UK 0.051% 0.041% 0.033%
As % of the Application Platforms category 0.37% 0.29% 0.22%
Number of salaries quoted 36 20 44
10th Percentile £32,875 " £51,250
25th Percentile £47,500 £57,500 £55,000
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
75th Percentile £95,000 £72,500 £87,813
90th Percentile £97,500 £74,500 £120,000
UK excluding London median annual salary £37,500 £60,000 £62,500
% change year-on-year -37.50% -4.00% -

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 17,336 6,840 20,051
As % of all permanent IT jobs advertised in the UK 13.72% 13.99% 14.72%
Number of salaries quoted 10,812 5,690 16,159
10th Percentile £31,110 £31,250 £27,500
25th Percentile £38,938 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £73,750 £72,500 £68,750
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £46,000 £45,000 £43,000
% change year-on-year +2.22% +4.65% -1.71%

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 25 October 2021.

Salary histogram for Luigi in the UK

Luigi
Top 10 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 25 October 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 -289 62 £65,000 - 7
London -220 48 £87,500 +34.62% 3
UK excluding London -231 17 £37,500 -37.50% 4
Work from Home - 11 £95,000 - 1
North of England - 8 £35,000 - 3
Yorkshire - 8 £35,000 -
Midlands - 5 £30,000 -
West Midlands - 5 £30,000 -
Scotland -83 3 £55,000 +10.00%
South East - 1 - -

For the 6 months to 25 October 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 63 (96.92%) Apache Airflow
2 60 (92.31%) SQL
3 50 (76.92%) Python
4 47 (72.31%) Kafka
5 45 (69.23%) AWS
6 39 (60.00%) ETL
7 38 (58.46%) Apache Spark
8 37 (56.92%) NoSQL
9 36 (55.38%) Big Data
10 35 (53.85%) Analytics
11 30 (46.15%) Hadoop
12 27 (41.54%) Java
12 27 (41.54%) Agile Software Development
13 26 (40.00%) Data Warehouse
13 26 (40.00%) Relational Database
13 26 (40.00%) Data Pipeline
14 24 (36.92%) DevOps
15 23 (35.38%) Amazon Kinesis
15 23 (35.38%) Snowflake
16 22 (33.85%) Data Engineering
16 22 (33.85%) Data Science
17 21 (32.31%) Scala
18 20 (30.77%) Docker
19 19 (29.23%) Amazon EMR
19 19 (29.23%) Amazon Redshift
19 19 (29.23%) GCP
19 19 (29.23%) PostgreSQL
20 18 (27.69%) Amazon EC2
21 17 (26.15%) MongoDB
21 17 (26.15%) 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 63 (96.92%) Apache Airflow
2 38 (58.46%) Apache Spark
3 11 (16.92%) Apache Pig
4 6 (9.23%) Apache
4 6 (9.23%) Tomcat
5 2 (3.08%) Elasticsearch
6 1 (1.54%) CMS
6 1 (1.54%) Oracle Workflow
6 1 (1.54%) Tornado
Cloud Services
1 45 (69.23%) AWS
2 23 (35.38%) Amazon Kinesis
2 23 (35.38%) Snowflake
3 19 (29.23%) Amazon EMR
3 19 (29.23%) GCP
4 18 (27.69%) Amazon EC2
5 12 (18.46%) Amazon S3
6 10 (15.38%) Power Platform
7 8 (12.31%) GitHub
8 7 (10.77%) Matillion
9 6 (9.23%) PaaS
10 5 (7.69%) Azure
11 3 (4.62%) AWS Lambda
11 3 (4.62%) Serverless
12 2 (3.08%) AWS Step Functions
12 2 (3.08%) Azure Data Factory
12 2 (3.08%) SaaS
13 1 (1.54%) Cloud Computing
13 1 (1.54%) Fivetran
13 1 (1.54%) Google Analytics
Communications & Networking
1 7 (10.77%) HTTP
Database & Business Intelligence
1 37 (56.92%) NoSQL
2 36 (55.38%) Big Data
3 30 (46.15%) Hadoop
4 26 (40.00%) Data Warehouse
4 26 (40.00%) Relational Database
5 19 (29.23%) Amazon Redshift
5 19 (29.23%) PostgreSQL
6 17 (26.15%) Amazon RDS
6 17 (26.15%) MongoDB
7 16 (24.62%) Apache Cassandra
8 14 (21.54%) MySQL
9 11 (16.92%) Azkaban
9 11 (16.92%) BigQuery
9 11 (16.92%) Looker
9 11 (16.92%) Tableau
10 10 (15.38%) Data Lake
10 10 (15.38%) Metadata
10 10 (15.38%) Power BI
10 10 (15.38%) RDBMS
10 10 (15.38%) Semantic Layer
Development Applications
1 9 (13.85%) Jenkins
2 7 (10.77%) Bitbucket
3 6 (9.23%) JIRA
4 2 (3.08%) Spinnaker
4 2 (3.08%) TeamCity
5 1 (1.54%) Git (software)
5 1 (1.54%) Oracle APEX
General
1 15 (23.08%) Marketing
2 8 (12.31%) Finance
3 7 (10.77%) Games
4 6 (9.23%) Analytical Skills
5 5 (7.69%) Social Skills
6 3 (4.62%) Advertising
7 2 (3.08%) Retail
8 1 (1.54%) Law
Job Titles
1 28 (43.08%) Data Engineer
2 10 (15.38%) Data Manager
2 10 (15.38%) Data Warehouse Manager
3 8 (12.31%) Senior Data Engineer
3 8 (12.31%) Software Engineer
4 7 (10.77%) Big Data Engineer
5 6 (9.23%) Analyst
5 6 (9.23%) Data Analyst
6 4 (6.15%) Python Engineer
7 3 (4.62%) Cloud Engineer
7 3 (4.62%) Data Integration Engineer
7 3 (4.62%) Developer
7 3 (4.62%) Integration Engineer
7 3 (4.62%) Lead Cloud Engineer
8 1 (1.54%) AWS Engineer
8 1 (1.54%) Business Intelligence Developer
8 1 (1.54%) Oracle Developer
8 1 (1.54%) Python Developer
8 1 (1.54%) Python Software Engineer
8 1 (1.54%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 47 (72.31%) Kafka
2 10 (15.38%) Spark Streaming
3 9 (13.85%) RabbitMQ
3 9 (13.85%) REST
4 7 (10.77%) SOAP
4 7 (10.77%) Swagger
4 7 (10.77%) WebSockets
4 7 (10.77%) XML
5 6 (9.23%) Apache NiFi
5 6 (9.23%) Pandas
6 4 (6.15%) Apache Beam
6 4 (6.15%) LAMP
6 4 (6.15%) LAPP Stack
7 2 (3.08%) .NET
7 2 (3.08%) Flask
7 2 (3.08%) NumPy
8 1 (1.54%) gRPC
8 1 (1.54%) Oracle GoldenGate
8 1 (1.54%) PySpark
8 1 (1.54%) pytest
Miscellaneous
1 10 (15.38%) Data Structures
2 8 (12.31%) Greenfield Project
2 8 (12.31%) Management Information System
3 7 (10.77%) User Experience
4 4 (6.15%) Clustering
5 3 (4.62%) Podcast
Operating Systems
1 6 (9.23%) Linux
Processes & Methodologies
1 39 (60.00%) ETL
2 35 (53.85%) Analytics
3 27 (41.54%) Agile Software Development
4 26 (40.00%) Data Pipeline
5 24 (36.92%) DevOps
6 22 (33.85%) Data Engineering
6 22 (33.85%) Data Science
7 17 (26.15%) Business Intelligence
7 17 (26.15%) Workflow
8 14 (21.54%) Data Architecture
8 14 (21.54%) Data Modelling
8 14 (21.54%) Data Transformation
8 14 (21.54%) Machine Learning
9 13 (20.00%) Microservices
10 11 (16.92%) Data Strategy
11 10 (15.38%) Coaching
11 10 (15.38%) Continuous Delivery
11 10 (15.38%) Continuous Deployment
11 10 (15.38%) Mentoring
11 10 (15.38%) Workload Management
Programming Languages
1 60 (92.31%) SQL
2 50 (76.92%) Python
3 27 (41.54%) Java
4 21 (32.31%) Scala
5 7 (10.77%) R
6 6 (9.23%) C#
7 5 (7.69%) C++
8 3 (4.62%) Clojure
9 1 (1.54%) PL/SQL
Qualifications
1 7 (10.77%) Degree
2 1 (1.54%) Computer Science Degree
2 1 (1.54%) PhD
Quality Assurance & Compliance
1 14 (21.54%) Data Quality
2 2 (3.08%) QA
System Software
1 20 (30.77%) Docker
Systems Management
1 15 (23.08%) Kubernetes
2 10 (15.38%) Terraform
3 6 (9.23%) Argo
4 3 (4.62%) Oozie
5 1 (1.54%) Ansible
5 1 (1.54%) Opscode Chef
Vendors
1 10 (15.38%) Microsoft
2 4 (6.15%) Google
3 3 (4.62%) Talend
4 1 (1.54%) Oracle