Period
to 14 April 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 14 April 2021 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
14 Apr 2021
Same period 2020 Same period 2019
Rank 782 925 1106
Rank change year-on-year +143 +181 +62
Permanent jobs citing Luigi 67 55 17
As % of all permanent jobs advertised in the UK 0.080% 0.049% 0.011%
As % of the Application Platforms category 0.59% 0.34% 0.074%
Number of salaries quoted 45 51 14
10th Percentile £41,250 £56,250 £56,625
25th Percentile £52,500 £63,750 £74,375
Median annual salary (50th Percentile) £65,000 £72,500 £77,500
Median % change year-on-year -10.34% -6.45% +37.78%
75th Percentile £79,000 £93,750 £82,500
90th Percentile £89,200 £112,500 £86,750
UK excluding London median annual salary £60,000 £75,000 £80,000
% change year-on-year -20.00% -6.25% +166.67%

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 11,275 16,313 23,099
As % of all permanent IT jobs advertised in the UK 13.54% 14.42% 15.50%
Number of salaries quoted 8,667 13,087 18,417
10th Percentile £31,250 £29,000 £28,000
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - -
75th Percentile £72,500 £70,000 £68,750
90th Percentile £87,500 £85,000 £85,000
UK excluding London median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% +1.18%

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 14 April 2021.

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 14 April 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 +158 61 £67,500 -6.90% 7
London +120 51 £67,500 -6.90% 7
UK excluding London +119 16 £60,000 -20.00% 1
East of England - 8 £62,500 -
Work from Home - 7 £86,000 -
Scotland +12 6 £50,000 -44.44% 1
North of England +41 2 £47,500 -13.64%
Yorkshire - 2 £47,500 -

For the 6 months to 14 April 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 67 (100.00%) Apache Airflow
2 63 (94.03%) SQL
3 62 (92.54%) Python
4 57 (85.07%) AWS
5 55 (82.09%) Big Data
6 50 (74.63%) Apache Spark
7 48 (71.64%) Kafka
7 48 (71.64%) ETL
8 45 (67.16%) Hadoop
9 33 (49.25%) Data Engineering
10 32 (47.76%) Azkaban
11 28 (41.79%) DevOps
12 26 (38.81%) Analytics
12 26 (38.81%) Amazon Redshift
13 25 (37.31%) Agile Software Development
14 24 (35.82%) Workflow
14 24 (35.82%) Java
14 24 (35.82%) Amazon Kinesis
15 23 (34.33%) NoSQL
15 23 (34.33%) Continuous Integration
15 23 (34.33%) Data Extraction
16 22 (32.84%) Workflow Management
16 22 (32.84%) Relational Database
16 22 (32.84%) Continuous Delivery
17 21 (31.34%) Data Management
17 21 (31.34%) Scala
18 20 (29.85%) Data Architecture
18 20 (29.85%) Apache Pig
18 20 (29.85%) Data Strategy
19 19 (28.36%) Azure

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 67 (100.00%) Apache Airflow
2 50 (74.63%) Apache Spark
3 20 (29.85%) Apache Pig
4 2 (2.99%) Apache
4 2 (2.99%) Elasticsearch
Cloud Services
1 57 (85.07%) AWS
2 24 (35.82%) Amazon Kinesis
3 19 (28.36%) Azure
4 14 (20.90%) GCP
5 13 (19.40%) Amazon EC2
5 13 (19.40%) Amazon EMR
6 8 (11.94%) Amazon S3
6 8 (11.94%) Logic Apps
7 4 (5.97%) Power Platform
8 3 (4.48%) AWS Lambda
8 3 (4.48%) Serverless
9 2 (2.99%) SaaS
10 1 (1.49%) Amazon SQS
10 1 (1.49%) AWS CloudFormation
10 1 (1.49%) Cloud Computing
10 1 (1.49%) Virtual Private Cloud
Database & Business Intelligence
1 55 (82.09%) Big Data
2 45 (67.16%) Hadoop
3 32 (47.76%) Azkaban
4 26 (38.81%) Amazon Redshift
5 23 (34.33%) NoSQL
6 22 (32.84%) Relational Database
7 19 (28.36%) PostgreSQL
8 14 (20.90%) BigQuery
8 14 (20.90%) Tableau
9 13 (19.40%) Looker
10 12 (17.91%) Amazon RDS
10 12 (17.91%) Apache Cassandra
10 12 (17.91%) Data Warehouse
11 11 (16.42%) Flink
11 11 (16.42%) SQL Server Integration Services
12 8 (11.94%) SQL Server
12 8 (11.94%) SQL Server Reporting Services
13 4 (5.97%) MongoDB
13 4 (5.97%) MySQL
13 4 (5.97%) Power BI
Development Applications
1 1 (1.49%) Selenium
General
1 14 (20.90%) Finance
2 10 (14.93%) Advertising
3 4 (5.97%) Banking
3 4 (5.97%) Financial Institution
3 4 (5.97%) Investment Banking
4 2 (2.99%) Czech Language
4 2 (2.99%) Marketing
5 1 (1.49%) Law
5 1 (1.49%) Retail
Job Titles
1 57 (85.07%) Data Engineer
2 13 (19.40%) Python Engineer
3 7 (10.45%) Senior Data Engineer
4 4 (5.97%) Azure Engineer
4 4 (5.97%) Big Data Engineer
4 4 (5.97%) Business Developer
4 4 (5.97%) Business Intelligence Developer
4 4 (5.97%) Developer
4 4 (5.97%) Power BI Developer
4 4 (5.97%) Senior Business Intelligence Developer
4 4 (5.97%) Senior Developer
5 3 (4.48%) AWS Engineer
6 2 (2.99%) Azure Developer
7 1 (1.49%) Cloud Engineer
7 1 (1.49%) Data Scientist
7 1 (1.49%) Java Engineer
7 1 (1.49%) Senior Cloud Engineer
7 1 (1.49%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 48 (71.64%) Kafka
2 15 (22.39%) Spark Streaming
3 5 (7.46%) OLE
4 3 (4.48%) Pandas
4 3 (4.48%) PySpark
5 2 (2.99%) REST
6 1 (1.49%) Apache Avro
6 1 (1.49%) Apache NiFi
6 1 (1.49%) Beautiful Soup
6 1 (1.49%) gRPC
6 1 (1.49%) Natural Language Processing
6 1 (1.49%) NumPy
6 1 (1.49%) RabbitMQ
6 1 (1.49%) scikit-learn
6 1 (1.49%) Scrapy
6 1 (1.49%) SQLAlchemy
Miscellaneous
1 7 (10.45%) Data Structures
2 4 (5.97%) Data Centre
2 4 (5.97%) Hedge funds
2 4 (5.97%) Management Information System
3 3 (4.48%) Algorithms
Operating Systems
1 1 (1.49%) Linux
Processes & Methodologies
1 48 (71.64%) ETL
2 33 (49.25%) Data Engineering
3 28 (41.79%) DevOps
4 26 (38.81%) Analytics
5 25 (37.31%) Agile Software Development
6 24 (35.82%) Workflow
7 23 (34.33%) Continuous Integration
7 23 (34.33%) Data Extraction
8 22 (32.84%) Continuous Delivery
8 22 (32.84%) Workflow Management
9 21 (31.34%) Data Management
10 20 (29.85%) Data Architecture
10 20 (29.85%) Data Strategy
11 18 (26.87%) Business Intelligence
12 17 (25.37%) Data Integration
12 17 (25.37%) OO
13 14 (20.90%) Data Science
14 13 (19.40%) Data Analytics
15 12 (17.91%) Performance Metrics
15 12 (17.91%) Process Improvement
Programming Languages
1 63 (94.03%) SQL
2 62 (92.54%) Python
3 24 (35.82%) Java
4 21 (31.34%) Scala
5 17 (25.37%) C++
6 14 (20.90%) R
Qualifications
1 11 (16.42%) Degree
2 8 (11.94%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.49%) Data Quality
System Software
1 1 (1.49%) Docker
Systems Management
1 5 (7.46%) Oozie
2 4 (5.97%) Kubernetes
3 2 (2.99%) Terraform
Vendors
1 11 (16.42%) Google
2 8 (11.94%) Microsoft
3 7 (10.45%) Talend
4 2 (2.99%) Snowplow
5 1 (1.49%) Alteryx
5 1 (1.49%) Databricks