Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 June 2022 with a comparison to the same period in the previous 2 years.

Luigi
UK > Work from Home
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 784 571 -
Rank change year-on-year -213 - -
Permanent jobs citing Luigi 86 26 0
As % of all permanent jobs with a WFH option 0.11% 0.072% -
As % of the Application Platforms category 0.76% 0.49% -
Number of salaries quoted 17 21 0
10th Percentile £60,750 £52,500 -
25th Percentile £61,250 £61,250 -
Median annual salary (50th Percentile) £65,000 £75,000 -
Median % change year-on-year -13.33% - -
75th Percentile £85,000 £88,000 -
90th Percentile £102,000 £97,500 -
UK median annual salary £65,000 £67,500 £72,500
% change year-on-year -3.70% -6.90% -6.45%

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 WFH option and a requirement for application platform skills.

All Application Platform Skills
Work from Home
Permanent vacancies with a requirement for application platform skills 11,272 5,340 1,248
As % of all permanent jobs with a WFH option 14.68% 14.73% 14.12%
Number of salaries quoted 5,414 3,846 1,051
10th Percentile £32,500 £32,500 £35,000
25th Percentile £42,500 £41,250 £42,500
Median annual salary (50th Percentile) £57,500 £55,000 £57,500
Median % change year-on-year +4.55% -4.35% -
75th Percentile £77,500 £73,750 £75,000
90th Percentile £95,000 £87,500 £87,500
UK median annual salary £56,325 £54,250 £52,500
% change year-on-year +3.82% +3.33% +5.00%

Luigi
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Luigi as a proportion of all IT jobs advertised.

Luigi trend for jobs with a WFH option

Luigi
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Luigi.

Luigi salary trend for jobs with a WFH option

Luigi
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Luigi over the 6 months to 25 June 2022.

Luigi salary histogram for jobs with a WFH option

For the 6 months to 25 June 2022, Luigi job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Luigi.

1 84 (97.67%) Python
2 74 (86.05%) Apache Airflow
3 73 (84.88%) SQL
4 59 (68.60%) AWS
5 46 (53.49%) ETL
6 45 (52.33%) GCP
7 42 (48.84%) Data Engineering
7 42 (48.84%) Software Engineering
8 41 (47.67%) Data Pipeline
9 40 (46.51%) Analytics
10 39 (45.35%) Workflow
11 36 (41.86%) MySQL
12 32 (37.21%) NoSQL
13 31 (36.05%) Data Warehouse
14 30 (34.88%) Docker
14 30 (34.88%) DevOps
15 28 (32.56%) Jenkins
16 27 (31.40%) CI/CD
17 26 (30.23%) Big Data
18 25 (29.07%) BigQuery
18 25 (29.07%) Games
18 25 (29.07%) Google
18 25 (29.07%) Data Science
19 24 (27.91%) PostgreSQL
20 23 (26.74%) Snowflake
21 22 (25.58%) Finance
21 22 (25.58%) Marketing
21 22 (25.58%) Machine Learning
22 21 (24.42%) Amazon S3
22 21 (24.42%) Linux

Luigi
Co-occurring IT Skills with a WFH Option 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 74 (86.05%) Apache Airflow
2 19 (22.09%) Apache
3 13 (15.12%) Apache Spark
4 12 (13.95%) Tornado
5 3 (3.49%) Elasticsearch
6 1 (1.16%) Apache Synapse
6 1 (1.16%) Jupyter
Cloud Services
1 59 (68.60%) AWS
2 45 (52.33%) GCP
3 23 (26.74%) Snowflake
4 21 (24.42%) Amazon S3
5 16 (18.60%) dbt
5 16 (18.60%) GitHub
6 14 (16.28%) Amazon EC2
7 13 (15.12%) SaaS
8 12 (13.95%) AWS CloudFormation
8 12 (13.95%) Cloud Computing
9 10 (11.63%) Amazon Kinesis
10 9 (10.47%) Azure
11 8 (9.30%) Matillion
12 2 (2.33%) Amazon EMR
12 2 (2.33%) Amazon SageMaker
12 2 (2.33%) AWS Lambda
12 2 (2.33%) AWS Step Functions
12 2 (2.33%) Cloud Composer
12 2 (2.33%) Serverless
13 1 (1.16%) Azure Synapse Analytics
Communications & Networking
1 8 (9.30%) HTTP
Database & Business Intelligence
1 36 (41.86%) MySQL
2 32 (37.21%) NoSQL
3 31 (36.05%) Data Warehouse
4 26 (30.23%) Big Data
5 25 (29.07%) BigQuery
6 24 (27.91%) PostgreSQL
7 16 (18.60%) Flink
7 16 (18.60%) Relational Database
8 15 (17.44%) Amazon Redshift
9 12 (13.95%) MariaDB
10 11 (12.79%) Data Lake
11 10 (11.63%) Amazon RDS
11 10 (11.63%) Apache Cassandra
11 10 (11.63%) Hadoop
11 10 (11.63%) MongoDB
12 9 (10.47%) Azkaban
12 9 (10.47%) Looker
13 5 (5.81%) Metadata
14 4 (4.65%) Amazon Athena
15 2 (2.33%) Data Vault
Development Applications
1 28 (32.56%) Jenkins
2 19 (22.09%) Git (software)
3 14 (16.28%) MLflow
4 10 (11.63%) Bitbucket
5 5 (5.81%) Travis CI
6 1 (1.16%) Maven
6 1 (1.16%) TeamCity
General
1 25 (29.07%) Games
2 22 (25.58%) Finance
2 22 (25.58%) Marketing
3 14 (16.28%) iGaming
4 12 (13.95%) Public Sector
5 11 (12.79%) Social Skills
6 9 (10.47%) Analytical Skills
7 1 (1.16%) Advertising
7 1 (1.16%) Banking
7 1 (1.16%) Documentation Skills
Job Titles
1 43 (50.00%) Data Engineer
2 14 (16.28%) Senior Data Engineer
3 12 (13.95%) Developer
3 12 (13.95%) Python Developer
4 8 (9.30%) Software Engineer
5 4 (4.65%) Data Scientist
6 3 (3.49%) Senior Data Scientist
7 2 (2.33%) AWS Engineer
7 2 (2.33%) Python Engineer
8 1 (1.16%) DevOps Engineer
8 1 (1.16%) Graduate
8 1 (1.16%) Senior DevOps
8 1 (1.16%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 16 (18.60%) Apache Beam
1 16 (18.60%) Apache NiFi
2 14 (16.28%) Pandas
3 13 (15.12%) PySpark
4 12 (13.95%) Flask
5 10 (11.63%) Kafka
5 10 (11.63%) REST
6 8 (9.30%) OpenAPI
6 8 (9.30%) RabbitMQ
6 8 (9.30%) SOAP
6 8 (9.30%) Swagger
6 8 (9.30%) WebSockets
6 8 (9.30%) XML
7 3 (3.49%) Keras
7 3 (3.49%) scikit-learn
7 3 (3.49%) TensorFlow
8 2 (2.33%) gRPC
8 2 (2.33%) PyTorch
8 2 (2.33%) SpaCy
8 2 (2.33%) Web Services
Miscellaneous
1 9 (10.47%) User Experience
2 1 (1.16%) Algorithms
2 1 (1.16%) Client/Server
2 1 (1.16%) Cloud Native
2 1 (1.16%) Reference Data
Operating Systems
1 21 (24.42%) Linux
2 13 (15.12%) Unix
Processes & Methodologies
1 46 (53.49%) ETL
2 42 (48.84%) Data Engineering
2 42 (48.84%) Software Engineering
3 41 (47.67%) Data Pipeline
4 40 (46.51%) Analytics
5 39 (45.35%) Workflow
6 30 (34.88%) DevOps
7 27 (31.40%) CI/CD
8 25 (29.07%) Data Science
9 22 (25.58%) Machine Learning
10 20 (23.26%) Fintech
11 19 (22.09%) Data Modelling
12 17 (19.77%) Test Automation
13 16 (18.60%) Problem-Solving
14 15 (17.44%) Agile
14 15 (17.44%) Data Architecture
15 14 (16.28%) MLOps
16 13 (15.12%) Artificial Intelligence
16 13 (15.12%) Infrastructure Automation
16 13 (15.12%) Mentoring
Programming Languages
1 84 (97.67%) Python
2 73 (84.88%) SQL
3 18 (20.93%) Java
4 12 (13.95%) Bash
5 7 (8.14%) Scala
6 5 (5.81%) R
7 2 (2.33%) C
7 2 (2.33%) Go
8 1 (1.16%) JavaScript
Qualifications
1 8 (9.30%) Degree
2 6 (6.98%) Master's Degree
Quality Assurance & Compliance
1 9 (10.47%) Data Quality
2 6 (6.98%) SOC 2
3 1 (1.16%) QA
System Software
1 30 (34.88%) Docker
Systems Management
1 21 (24.42%) Terraform
2 19 (22.09%) Kubernetes
3 14 (16.28%) Kubeflow
4 13 (15.12%) Ansible
5 8 (9.30%) Argo
6 2 (2.33%) Oozie
7 1 (1.16%) Grafana
7 1 (1.16%) Prometheus
Vendors
1 25 (29.07%) Google
2 16 (18.60%) Funding Circle
2 16 (18.60%) Revolut
3 7 (8.14%) Oracle
4 2 (2.33%) Talend
5 1 (1.16%) Databricks