Period
to 27 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 2021 with a comparison to the same period in the previous 2 years.

Luigi
UK > England
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 927 656 1025
Rank change year-on-year -271 +369 +98
Permanent jobs citing Luigi 62 17 45
As % of all permanent jobs advertised in England 0.056% 0.037% 0.036%
As % of the Application Platforms category 0.41% 0.27% 0.24%
Number of salaries quoted 33 17 44
10th Percentile £32,650 " £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 " £120,000
UK median annual salary £65,000 £65,000 £65,000

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 advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 15,038 6,375 18,527
As % of all permanent IT jobs advertised in England 13.49% 14.03% 14.74%
Number of salaries quoted 9,679 5,356 15,065
10th Percentile £30,750 £31,550 £27,500
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £72,500 £70,000
90th Percentile £91,250 £90,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Luigi
Job Vacancy Trend in England

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

Job vacancy trend for Luigi in England

Luigi
Salary Trend in England

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

Salary trend for Luigi in England

Luigi
Salary Histogram in England

Salary distribution for jobs citing Luigi in England over the 6 months to 27 October 2021.

Salary histogram for Luigi in England

Luigi
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Luigi within the England region over the 6 months to 27 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
London -217 48 £87,500 +34.62% 3
Yorkshire - 8 £35,000 -
North of England - 8 £35,000 - 2
West Midlands - 5 £30,000 -
Midlands - 5 £30,000 -
South East - 1 - -
Luigi
UK

For the 6 months to 27 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 across the England region with a requirement for Luigi.

1 60 (96.77%) Apache Airflow
2 57 (91.94%) SQL
3 47 (75.81%) Python
4 44 (70.97%) Kafka
5 42 (67.74%) AWS
6 37 (59.68%) NoSQL
7 36 (58.06%) Big Data
7 36 (58.06%) ETL
8 35 (56.45%) Analytics
8 35 (56.45%) Apache Spark
9 27 (43.55%) Hadoop
9 27 (43.55%) Java
9 27 (43.55%) Agile Software Development
10 26 (41.94%) Data Warehouse
10 26 (41.94%) Relational Database
10 26 (41.94%) Data Pipeline
11 24 (38.71%) DevOps
12 23 (37.10%) Snowflake
13 22 (35.48%) Data Science
14 21 (33.87%) Scala
15 20 (32.26%) Docker
15 20 (32.26%) Amazon Kinesis
16 19 (30.65%) Data Engineering
16 19 (30.65%) Amazon EMR
16 19 (30.65%) GCP
16 19 (30.65%) Amazon Redshift
16 19 (30.65%) PostgreSQL
17 18 (29.03%) Amazon EC2
18 17 (27.42%) MongoDB
18 17 (27.42%) Amazon RDS

Luigi
Co-occurring IT Skills in England 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 60 (96.77%) Apache Airflow
2 35 (56.45%) Apache Spark
3 8 (12.90%) Apache Pig
4 6 (9.68%) Apache
4 6 (9.68%) Tomcat
5 2 (3.23%) Elasticsearch
6 1 (1.61%) CMS
6 1 (1.61%) Oracle Workflow
6 1 (1.61%) Tornado
Cloud Services
1 42 (67.74%) AWS
2 23 (37.10%) Snowflake
3 20 (32.26%) Amazon Kinesis
4 19 (30.65%) Amazon EMR
4 19 (30.65%) GCP
5 18 (29.03%) Amazon EC2
6 12 (19.35%) Amazon S3
7 10 (16.13%) Power Platform
8 8 (12.90%) GitHub
9 7 (11.29%) Matillion
10 6 (9.68%) PaaS
11 5 (8.06%) Azure
12 3 (4.84%) AWS Lambda
12 3 (4.84%) Serverless
13 2 (3.23%) AWS Step Functions
13 2 (3.23%) Azure Data Factory
13 2 (3.23%) SaaS
14 1 (1.61%) AWS Data Pipeline
14 1 (1.61%) dbt
14 1 (1.61%) Fivetran
Communications & Networking
1 7 (11.29%) HTTP
Database & Business Intelligence
1 37 (59.68%) NoSQL
2 36 (58.06%) Big Data
3 27 (43.55%) Hadoop
4 26 (41.94%) Data Warehouse
4 26 (41.94%) Relational Database
5 19 (30.65%) Amazon Redshift
5 19 (30.65%) PostgreSQL
6 17 (27.42%) Amazon RDS
6 17 (27.42%) MongoDB
7 16 (25.81%) Apache Cassandra
8 14 (22.58%) MySQL
9 11 (17.74%) Azkaban
9 11 (17.74%) BigQuery
9 11 (17.74%) Looker
9 11 (17.74%) Tableau
10 10 (16.13%) Data Lake
10 10 (16.13%) Metadata
10 10 (16.13%) RDBMS
10 10 (16.13%) Semantic Layer
10 10 (16.13%) SQL Server Integration Services
Development Applications
1 9 (14.52%) Jenkins
2 7 (11.29%) Bitbucket
3 6 (9.68%) JIRA
4 2 (3.23%) Spinnaker
4 2 (3.23%) TeamCity
5 1 (1.61%) Git (software)
5 1 (1.61%) Oracle APEX
General
1 15 (24.19%) Marketing
2 8 (12.90%) Finance
3 7 (11.29%) Games
4 6 (9.68%) Analytical Skills
5 5 (8.06%) Social Skills
6 2 (3.23%) Retail
7 1 (1.61%) Law
Job Titles
1 27 (43.55%) Data Engineer
2 10 (16.13%) Data Manager
2 10 (16.13%) Data Warehouse Manager
3 8 (12.90%) Senior Data Engineer
3 8 (12.90%) Software Engineer
4 7 (11.29%) Big Data Engineer
5 6 (9.68%) Analyst
5 6 (9.68%) Data Analyst
6 4 (6.45%) Python Engineer
7 3 (4.84%) Cloud Engineer
7 3 (4.84%) Data Integration Engineer
7 3 (4.84%) Developer
7 3 (4.84%) Integration Engineer
7 3 (4.84%) Lead Cloud Engineer
8 1 (1.61%) AWS Engineer
8 1 (1.61%) Business Intelligence Developer
8 1 (1.61%) Oracle Developer
8 1 (1.61%) Python Developer
8 1 (1.61%) Python Software Engineer
8 1 (1.61%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 44 (70.97%) Kafka
2 10 (16.13%) Spark Streaming
3 9 (14.52%) RabbitMQ
3 9 (14.52%) REST
4 7 (11.29%) SOAP
4 7 (11.29%) Swagger
4 7 (11.29%) WebSockets
4 7 (11.29%) XML
5 6 (9.68%) Apache NiFi
5 6 (9.68%) Pandas
6 4 (6.45%) Apache Beam
6 4 (6.45%) LAMP
6 4 (6.45%) LAPP Stack
7 2 (3.23%) .NET
7 2 (3.23%) Flask
7 2 (3.23%) NumPy
8 1 (1.61%) gRPC
8 1 (1.61%) Oracle GoldenGate
8 1 (1.61%) PySpark
8 1 (1.61%) pytest
Miscellaneous
1 10 (16.13%) Data Structures
2 8 (12.90%) Greenfield Project
2 8 (12.90%) Management Information System
3 7 (11.29%) User Experience
4 4 (6.45%) Clustering
Operating Systems
1 6 (9.68%) Linux
Processes & Methodologies
1 36 (58.06%) ETL
2 35 (56.45%) Analytics
3 27 (43.55%) Agile Software Development
4 26 (41.94%) Data Pipeline
5 24 (38.71%) DevOps
6 22 (35.48%) Data Science
7 19 (30.65%) Data Engineering
8 17 (27.42%) Business Intelligence
8 17 (27.42%) Workflow
9 14 (22.58%) Data Architecture
9 14 (22.58%) Data Modelling
9 14 (22.58%) Data Transformation
9 14 (22.58%) Machine Learning
10 13 (20.97%) Microservices
11 11 (17.74%) Data Strategy
12 10 (16.13%) Coaching
12 10 (16.13%) Continuous Delivery
12 10 (16.13%) Continuous Deployment
12 10 (16.13%) Mentoring
12 10 (16.13%) Workload Management
Programming Languages
1 57 (91.94%) SQL
2 47 (75.81%) Python
3 27 (43.55%) Java
4 21 (33.87%) Scala
5 7 (11.29%) R
6 6 (9.68%) C#
7 5 (8.06%) C++
8 3 (4.84%) Clojure
9 1 (1.61%) PL/SQL
Qualifications
1 7 (11.29%) Degree
2 1 (1.61%) Computer Science Degree
2 1 (1.61%) PhD
Quality Assurance & Compliance
1 14 (22.58%) Data Quality
2 2 (3.23%) QA
System Software
1 20 (32.26%) Docker
Systems Management
1 15 (24.19%) Kubernetes
2 10 (16.13%) Terraform
3 6 (9.68%) Argo
4 3 (4.84%) Oozie
5 1 (1.61%) Ansible
5 1 (1.61%) Opscode Chef
Vendors
1 10 (16.13%) Microsoft
2 4 (6.45%) Google
3 3 (4.84%) Talend
4 1 (1.61%) Oracle