Period
to

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 21 May 2022 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
21 May 2022
Same period 2021 Same period 2020
Rank 1047 832 878
Rank change year-on-year -215 +46 +220
Permanent jobs citing Luigi 156 73 50
As % of all permanent jobs advertised in the UK 0.096% 0.079% 0.053%
As % of the Application Platforms category 0.66% 0.58% 0.37%
Number of salaries quoted 31 51 46
10th Percentile £47,500 £41,250 £56,250
25th Percentile £57,750 £52,500 £63,750
Median annual salary (50th Percentile) £65,000 £65,000 £76,250
Median % change year-on-year - -14.75% -3.17%
75th Percentile £80,000 £79,000 £93,438
90th Percentile £105,000 £90,000 £104,375
UK excluding London median annual salary £60,000 £60,000 £75,000
% change year-on-year - -20.00% -6.25%

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 23,610 12,497 13,481
As % of all permanent IT jobs advertised in the UK 14.46% 13.60% 14.37%
Number of salaries quoted 11,102 9,168 10,755
10th Percentile £31,250 £31,250 £30,000
25th Percentile £41,250 £40,000 £38,000
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £76,250 £72,500 £71,250
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £47,915 £47,500 £45,000
% change year-on-year +0.87% +5.56% +4.05%

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 21 May 2022.

Salary histogram for Luigi in the UK

Luigi
Top 9 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 21 May 2022. 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
Jobs
Work from Home -225 83 £65,000 -3.70%
England -259 76 £80,000 +20.75%
London -247 68 £80,000 +18.52%
UK excluding London -129 40 £60,000 - 1
Scotland -45 25 £65,000 +30.00%
Wales - 7 £60,000 - 1
Yorkshire -45 6 £50,000 +5.26%
North of England -85 6 £50,000 +5.26%
South West - 2 £76,250 -

For the 6 months to 21 May 2022, 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.

1 143 (91.67%) Apache Airflow
2 131 (83.97%) Python
3 117 (75.00%) SQL
4 116 (74.36%) AWS
5 99 (63.46%) Data Pipeline
6 96 (61.54%) Analytics
7 79 (50.64%) Workflow
8 72 (46.15%) Software Engineering
9 61 (39.10%) Big Data
10 60 (38.46%) Snowflake
11 59 (37.82%) ETL
12 57 (36.54%) Agile
13 56 (35.90%) GCP
14 55 (35.26%) Data Engineering
15 53 (33.97%) Apache Spark
16 52 (33.33%) Finance
17 51 (32.69%) CI/CD
18 50 (32.05%) NoSQL
18 50 (32.05%) Docker
19 48 (30.77%) Kafka
20 47 (30.13%) Data Warehouse
21 45 (28.85%) Terraform
22 42 (26.92%) PostgreSQL
23 41 (26.28%) Jenkins
23 41 (26.28%) Amazon Kinesis
24 40 (25.64%) Data Science
25 39 (25.00%) Amazon S3
25 39 (25.00%) Games
26 38 (24.36%) Hadoop
27 37 (23.72%) Apache

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
1 143 (91.67%) Apache Airflow
2 53 (33.97%) Apache Spark
3 37 (23.72%) Apache
4 10 (6.41%) Apache Pig
4 10 (6.41%) Tornado
5 7 (4.49%) Elasticsearch
6 1 (0.64%) Apache Synapse
6 1 (0.64%) CMS
6 1 (0.64%) Jupyter
Cloud Services
1 116 (74.36%) AWS
2 60 (38.46%) Snowflake
3 56 (35.90%) GCP
4 41 (26.28%) Amazon Kinesis
5 39 (25.00%) Amazon S3
6 36 (23.08%) Azure
7 34 (21.79%) Serverless
8 23 (14.74%) dbt
9 19 (12.18%) GitHub
10 17 (10.90%) Amazon EC2
10 17 (10.90%) AWS Lambda
11 16 (10.26%) Amazon EMR
12 14 (8.97%) AWS Data Pipeline
12 14 (8.97%) Azure Cosmos DB
12 14 (8.97%) Azure Functions
12 14 (8.97%) SaaS
13 13 (8.33%) Cloud Computing
14 12 (7.69%) AWS CloudFormation
15 9 (5.77%) Matillion
16 6 (3.85%) Azure Synapse Analytics
Communications & Networking
1 9 (5.77%) HTTP
Database & Business Intelligence
1 61 (39.10%) Big Data
2 50 (32.05%) NoSQL
3 47 (30.13%) Data Warehouse
4 42 (26.92%) PostgreSQL
5 38 (24.36%) Hadoop
6 36 (23.08%) MySQL
7 35 (22.44%) Relational Database
8 30 (19.23%) Amazon Redshift
9 26 (16.67%) Amazon RDS
9 26 (16.67%) Apache Cassandra
10 23 (14.74%) BigQuery
11 22 (14.10%) Azkaban
12 17 (10.90%) Data Lake
12 17 (10.90%) Flink
13 15 (9.62%) Amazon DynamoDB
14 14 (8.97%) Electronic Patient Records
14 14 (8.97%) Spark SQL
15 12 (7.69%) MariaDB
15 12 (7.69%) MongoDB
16 7 (4.49%) Looker
Development Applications
1 41 (26.28%) Jenkins
2 20 (12.82%) Git (software)
3 15 (9.62%) MLflow
4 12 (7.69%) Bitbucket
5 7 (4.49%) TeamCity
6 6 (3.85%) Spinnaker
7 5 (3.21%) git-flow
7 5 (3.21%) Travis CI
8 1 (0.64%) Maven
8 1 (0.64%) Selenium
General
1 52 (33.33%) Finance
2 39 (25.00%) Games
3 37 (23.72%) Social Skills
4 27 (17.31%) Marketing
5 16 (10.26%) Advertising
6 15 (9.62%) iGaming
7 10 (6.41%) Public Sector
8 8 (5.13%) Analytical Skills
9 7 (4.49%) Banking
9 7 (4.49%) Documentation Skills
10 6 (3.85%) Financial Institution
11 5 (3.21%) Retail
12 2 (1.28%) Law
13 1 (0.64%) Organisational Skills
Job Titles
1 93 (59.62%) Data Engineer
2 37 (23.72%) Senior Data Engineer
3 10 (6.41%) Developer
3 10 (6.41%) Python Developer
3 10 (6.41%) Software Engineer
4 5 (3.21%) Azure Engineer
4 5 (3.21%) Data Scientist
5 3 (1.92%) Python Engineer
5 3 (1.92%) Senior Data Scientist
6 1 (0.64%) AWS Engineer
6 1 (0.64%) Data Analytics Engineer
6 1 (0.64%) DevOps Engineer
6 1 (0.64%) Graduate
6 1 (0.64%) Junior
6 1 (0.64%) Junior Data Engineer
6 1 (0.64%) Platform Engineer
6 1 (0.64%) Python Software Engineer
6 1 (0.64%) Senior DevOps
6 1 (0.64%) Senior DevOps Engineer
6 1 (0.64%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 48 (30.77%) Kafka
2 22 (14.10%) Apache NiFi
3 18 (11.54%) React
4 17 (10.90%) Node.js
5 16 (10.26%) Apache Beam
6 15 (9.62%) OLE
6 15 (9.62%) Pandas
6 15 (9.62%) RabbitMQ
7 12 (7.69%) Flask
8 11 (7.05%) PySpark
8 11 (7.05%) REST
9 9 (5.77%) OpenAPI
9 9 (5.77%) SOAP
9 9 (5.77%) Swagger
9 9 (5.77%) WebSockets
9 9 (5.77%) XML
10 4 (2.56%) Keras
10 4 (2.56%) scikit-learn
10 4 (2.56%) TensorFlow
11 3 (1.92%) PyTorch
Miscellaneous
1 27 (17.31%) User Experience
2 15 (9.62%) Management Information System
3 7 (4.49%) Cloud Native
4 6 (3.85%) Virtual Team
5 5 (3.21%) IoT
6 2 (1.28%) Algorithms
6 2 (1.28%) Embedded Systems
7 1 (0.64%) Client/Server
7 1 (0.64%) Data Structures
7 1 (0.64%) Greenfield Project
7 1 (0.64%) Reference Data
Operating Systems
1 24 (15.38%) Linux
2 12 (7.69%) Unix
Processes & Methodologies
1 99 (63.46%) Data Pipeline
2 96 (61.54%) Analytics
3 79 (50.64%) Workflow
4 72 (46.15%) Software Engineering
5 59 (37.82%) ETL
6 57 (36.54%) Agile
7 55 (35.26%) Data Engineering
8 51 (32.69%) CI/CD
9 40 (25.64%) Data Science
10 33 (21.15%) Data Architecture
10 33 (21.15%) DevOps
11 32 (20.51%) Data Management
11 32 (20.51%) Machine Learning
12 30 (19.23%) Problem-Solving
12 30 (19.23%) Workflow Management
13 27 (17.31%) Data Analytics
13 27 (17.31%) Test Automation
14 26 (16.67%) Data Modelling
15 25 (16.03%) Fintech
16 23 (14.74%) Computer Science
Programming Languages
1 131 (83.97%) Python
2 117 (75.00%) SQL
3 34 (21.79%) Scala
4 33 (21.15%) Java
5 22 (14.10%) R
6 17 (10.90%) Bash
6 17 (10.90%) TypeScript
7 2 (1.28%) C
7 2 (1.28%) C++
7 2 (1.28%) Go
7 2 (1.28%) JavaScript
8 1 (0.64%) C#
8 1 (0.64%) PowerShell
8 1 (0.64%) Shell Script
Qualifications
1 23 (14.74%) Degree
2 14 (8.97%) Computer Science Degree
2 14 (8.97%) SC Cleared
2 14 (8.97%) Security Cleared
3 6 (3.85%) Master's Degree
Quality Assurance & Compliance
1 17 (10.90%) HIPAA
2 15 (9.62%) Data Quality
3 12 (7.69%) QA
4 6 (3.85%) SOC 2
5 1 (0.64%) GDPR
5 1 (0.64%) PCI DSS
System Software
1 50 (32.05%) Docker
Systems Management
1 45 (28.85%) Terraform
2 37 (23.72%) Kubernetes
3 20 (12.82%) Kubeflow
4 11 (7.05%) Ansible
5 8 (5.13%) Argo
6 2 (1.28%) Oozie
7 1 (0.64%) Grafana
7 1 (0.64%) Opscode Chef
7 1 (0.64%) Prometheus
Vendors
1 36 (23.08%) Databricks
2 30 (19.23%) Google
3 17 (10.90%) Salesforce.com
4 7 (4.49%) Oracle
5 5 (3.21%) Microsoft
6 2 (1.28%) Talend
7 1 (0.64%) Samsung