Period
to 2 June 2020

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 2 June 2020 with a comparison to the same period in the previous 2 years.

Luigi
UK
6 months to
2 Jun 2020
Same period 2019 Same period 2018
Rank 811 1077 1185
Rank change year-on-year +266 +108 +5
Permanent jobs citing Luigi 50 14 25
As % of all permanent jobs advertised in the UK 0.057% 0.010% 0.014%
As % of the Application Platforms category 0.40% 0.064% 0.086%
Number of salaries quoted 46 13 25
Median annual salary £76,250 £77,500 £52,500
Median salary % change year-on-year -1.61% +47.62% -27.59%
10th Percentile £56,250 £52,000 £25,000
90th Percentile £104,375 £87,000 £82,500
UK excluding London median annual salary £75,000 £80,000 £30,000
% change year-on-year -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 12,634 21,873 29,176
As % of all permanent IT jobs advertised in the UK 14.34% 15.24% 16.84%
Number of salaries quoted 9,970 17,115 23,611
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +8.70%
10th Percentile £30,000 £28,000 £27,750
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

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 2 June 2020.

Salary histogram for Luigi in the UK

Luigi
Top 6 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 2 June 2020. 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 +236 47 £72,500 -6.45% 4
London +168 46 £76,250 -1.61% 1
UK excluding London +195 4 £75,000 -6.25% 3
Scotland - 3 £90,000 -
North West - 1 £55,000 -
North of England - 1 £55,000 -

For the 6 months to 2 June 2020, 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 48 (96.00%) Apache Airflow
2 41 (82.00%) Python
3 40 (80.00%) Java
4 38 (76.00%) SQL
5 33 (66.00%) Analytics
6 32 (64.00%) PostgreSQL
6 32 (64.00%) Scala
7 31 (62.00%) BigQuery
7 31 (62.00%) Data Science
8 30 (60.00%) ETL
9 29 (58.00%) GCP
9 29 (58.00%) Apache Spark
10 28 (56.00%) Big Data
10 28 (56.00%) Hadoop
11 27 (54.00%) Kafka
12 26 (52.00%) NoSQL
12 26 (52.00%) AWS
13 24 (48.00%) Amazon Redshift
14 23 (46.00%) Amazon S3
15 20 (40.00%) Computer Science
16 19 (38.00%) Degree
16 19 (38.00%) Data Architecture
16 19 (38.00%) OO
16 19 (38.00%) Workflow
16 19 (38.00%) Azkaban
16 19 (38.00%) Computer Science Degree
17 18 (36.00%) Data Munging
17 18 (36.00%) Spark Streaming
17 18 (36.00%) Amazon EMR
17 18 (36.00%) Amazon DynamoDB

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 48 (96.00%) Apache Airflow
2 29 (58.00%) Apache Spark
3 3 (6.00%) Apache
Cloud Services
1 29 (58.00%) GCP
2 26 (52.00%) AWS
3 23 (46.00%) Amazon S3
4 18 (36.00%) Amazon EC2
4 18 (36.00%) Amazon EMR
5 4 (8.00%) Azure
6 1 (2.00%) Adobe Analytics
Database & Business Intelligence
1 32 (64.00%) PostgreSQL
2 31 (62.00%) BigQuery
3 28 (56.00%) Big Data
3 28 (56.00%) Hadoop
4 26 (52.00%) NoSQL
5 24 (48.00%) Amazon Redshift
6 19 (38.00%) Azkaban
7 18 (36.00%) Amazon DynamoDB
7 18 (36.00%) Amazon RDS
8 17 (34.00%) Relational Database
9 11 (22.00%) Data Warehouse
10 9 (18.00%) Apache Cassandra
10 9 (18.00%) SQL Server Integration Services
11 8 (16.00%) MySQL
12 5 (10.00%) Apache Hive
13 4 (8.00%) Looker
14 3 (6.00%) Data Lake
14 3 (6.00%) Flink
14 3 (6.00%) Presto
14 3 (6.00%) Snowflake Schema
Development Applications
1 1 (2.00%) Jenkins
1 1 (2.00%) Spinnaker
1 1 (2.00%) TeamCity
General
1 10 (20.00%) Marketing
2 9 (18.00%) Finance
3 7 (14.00%) Banking
4 2 (4.00%) Front Office
4 2 (4.00%) Publishing
Job Titles
1 46 (92.00%) Data Engineer
2 14 (28.00%) Senior Data Engineer
3 12 (24.00%) Python Engineer
4 4 (8.00%) Developer
5 3 (6.00%) Big Data Engineer
5 3 (6.00%) Java Engineer
5 3 (6.00%) Principal Engineer
5 3 (6.00%) Senior Developer
5 3 (6.00%) Web Engineer
6 2 (4.00%) Analyst
6 2 (4.00%) Analyst Developer
6 2 (4.00%) Business Intelligence Developer
6 2 (4.00%) Data Analyst
6 2 (4.00%) Python Developer
6 2 (4.00%) Qualitative Analyst
6 2 (4.00%) Quantitative Analyst
6 2 (4.00%) Quantitative Analyst Developer
6 2 (4.00%) Quantitative Developer
6 2 (4.00%) Senior Business Intelligence Developer
7 1 (2.00%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 27 (54.00%) Kafka
2 18 (36.00%) Spark Streaming
3 10 (20.00%) Apache NiFi
4 5 (10.00%) Elastic Stack
5 2 (4.00%) Apache Drill
5 2 (4.00%) NumPy
5 2 (4.00%) Pandas
6 1 (2.00%) RabbitMQ
Miscellaneous
1 14 (28.00%) Data Structures
1 14 (28.00%) Management Information System
2 12 (24.00%) Analytical Skills
3 5 (10.00%) Algorithms
4 2 (4.00%) Fixed Income
5 1 (2.00%) Greenfield Project
5 1 (2.00%) Marketing Technology
Operating Systems
1 3 (6.00%) Linux
2 2 (4.00%) Unix
Processes & Methodologies
1 33 (66.00%) Analytics
2 31 (62.00%) Data Science
3 30 (60.00%) ETL
4 20 (40.00%) Computer Science
5 19 (38.00%) Data Architecture
5 19 (38.00%) OO
5 19 (38.00%) Workflow
6 18 (36.00%) Data Munging
6 18 (36.00%) Workflow Management
7 17 (34.00%) DevOps
8 15 (30.00%) Actionable Insight
9 14 (28.00%) Customer Acquisition
9 14 (28.00%) Data Transformation
9 14 (28.00%) Informatics
9 14 (28.00%) Performance Metrics
9 14 (28.00%) Process Improvement
9 14 (28.00%) Project Management
9 14 (28.00%) Root Cause Analysis
9 14 (28.00%) Statistics
9 14 (28.00%) Workload Management
Programming Languages
1 41 (82.00%) Python
2 40 (80.00%) Java
3 38 (76.00%) SQL
4 32 (64.00%) Scala
5 18 (36.00%) C++
Qualifications
1 19 (38.00%) Computer Science Degree
1 19 (38.00%) Degree
System Software
1 1 (2.00%) Docker
Systems Management
1 11 (22.00%) Oozie
2 5 (10.00%) Ansible
2 5 (10.00%) Opscode Chef
2 5 (10.00%) Puppet
2 5 (10.00%) Salt
3 4 (8.00%) Kubernetes
4 3 (6.00%) Argo
Vendors
1 17 (34.00%) Google
2 9 (18.00%) Talend
3 3 (6.00%) Tableau
4 2 (4.00%) Microsoft
5 1 (2.00%) Adobe