Period
to 1 August 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 1 August 2021 with a comparison to the same period in the previous 2 years.

Luigi
England > London
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 612 515 750
Rank change year-on-year -97 +235 +94
Permanent jobs citing Luigi 62 28 9
As % of all permanent jobs advertised in London 0.14% 0.099% 0.016%
As % of the Application Platforms category 0.94% 0.64% 0.099%
Number of salaries quoted 35 25 9
10th Percentile £52,500 £67,500 £51,250
25th Percentile £61,875 £68,750 £57,500
Median annual salary (50th Percentile) £80,000 £85,000 £72,500
Median % change year-on-year -5.88% +17.24% +20.83%
75th Percentile £95,000 £92,500 £87,500
90th Percentile £102,000 £112,500 £92,000
England median annual salary £76,000 £72,500 £68,750
% change year-on-year +4.83% +5.45% +14.58%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 6,617 4,360 9,076
As % of all permanent IT jobs advertised in London 14.66% 15.47% 15.96%
Number of salaries quoted 4,265 3,481 7,445
10th Percentile £41,250 £38,750 £34,000
25th Percentile £50,000 £48,750 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +4.17%
75th Percentile £85,000 £83,750 £80,000
90th Percentile £100,000 £100,000 £95,000
England median annual salary £55,000 £53,500 £51,500
% change year-on-year +2.80% +3.88% +3.00%

Luigi
Job Vacancy Trend in London

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

Job vacancy trend for Luigi in London

Luigi
Salary Trend in London

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

Salary trend for Luigi in London

Luigi
Salary Histogram in London

Salary distribution for jobs citing Luigi in London over the 6 months to 1 August 2021.

Salary histogram for Luigi in London

For the 6 months to 1 August 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 London region with a requirement for Luigi.

1 61 (98.39%) Apache Airflow
2 59 (95.16%) SQL
3 53 (85.48%) Python
4 52 (83.87%) ETL
5 48 (77.42%) AWS
5 48 (77.42%) Big Data
6 44 (70.97%) Kafka
7 41 (66.13%) Data Pipeline
8 36 (58.06%) Apache Spark
9 35 (56.45%) Data Engineering
10 31 (50.00%) Analytics
11 29 (46.77%) Hadoop
12 28 (45.16%) Agile Software Development
13 24 (38.71%) Java
13 24 (38.71%) Data Architecture
13 24 (38.71%) Amazon Kinesis
14 23 (37.10%) Amazon Redshift
15 22 (35.48%) Business Intelligence
15 22 (35.48%) Continuous Delivery
15 22 (35.48%) Snowflake
16 21 (33.87%) DevOps
16 21 (33.87%) NoSQL
17 20 (32.26%) Data Strategy
18 19 (30.65%) Azkaban
18 19 (30.65%) Apache Pig
18 19 (30.65%) Data Management
19 17 (27.42%) Data Science
20 16 (25.81%) Data Extraction
20 16 (25.81%) Continuous Integration
20 16 (25.81%) GCP

Luigi
Co-occurring IT Skills in London 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 61 (98.39%) Apache Airflow
2 36 (58.06%) Apache Spark
3 19 (30.65%) Apache Pig
4 4 (6.45%) Oracle Workflow
5 2 (3.23%) Elasticsearch
6 1 (1.61%) Apache
6 1 (1.61%) CMS
6 1 (1.61%) Tornado
Cloud Services
1 48 (77.42%) AWS
2 24 (38.71%) Amazon Kinesis
3 22 (35.48%) Snowflake
4 16 (25.81%) GCP
5 14 (22.58%) Amazon EMR
6 11 (17.74%) Amazon EC2
7 10 (16.13%) dbt
8 9 (14.52%) Amazon S3
8 9 (14.52%) Azure
9 8 (12.90%) Fivetran
10 6 (9.68%) PaaS
10 6 (9.68%) Power Platform
11 4 (6.45%) AWS Data Pipeline
11 4 (6.45%) Google Analytics
12 2 (3.23%) Cloud Computing
13 1 (1.61%) AWS Lambda
13 1 (1.61%) GitHub
13 1 (1.61%) SaaS
13 1 (1.61%) Serverless
Database & Business Intelligence
1 48 (77.42%) Big Data
2 29 (46.77%) Hadoop
3 23 (37.10%) Amazon Redshift
4 21 (33.87%) NoSQL
5 19 (30.65%) Azkaban
6 16 (25.81%) Tableau
7 15 (24.19%) Data Warehouse
7 15 (24.19%) Looker
8 14 (22.58%) PostgreSQL
9 13 (20.97%) BigQuery
9 13 (20.97%) Relational Database
10 10 (16.13%) Amazon RDS
11 8 (12.90%) Amazon DynamoDB
11 8 (12.90%) MongoDB
12 7 (11.29%) Metadata
12 7 (11.29%) SQL Server Integration Services
13 6 (9.68%) Power BI
13 6 (9.68%) RDBMS
13 6 (9.68%) Semantic Layer
14 5 (8.06%) Apache Cassandra
Development Applications
1 4 (6.45%) Oracle APEX
2 1 (1.61%) Git (software)
2 1 (1.61%) Selenium
General
1 12 (19.35%) Finance
2 10 (16.13%) Advertising
3 7 (11.29%) Marketing
4 2 (3.23%) Banking
4 2 (3.23%) Czech Language
4 2 (3.23%) Financial Institution
4 2 (3.23%) Investment Banking
Job Titles
1 46 (74.19%) Data Engineer
2 9 (14.52%) Python Engineer
2 9 (14.52%) Senior Data Engineer
3 6 (9.68%) Data Manager
3 6 (9.68%) Data Warehouse Manager
4 4 (6.45%) AWS Engineer
4 4 (6.45%) Cloud Engineer
5 3 (4.84%) Big Data Engineer
5 3 (4.84%) Data Integration Engineer
5 3 (4.84%) Integration Engineer
5 3 (4.84%) Lead Cloud Engineer
6 2 (3.23%) Developer
7 1 (1.61%) Data Scientist
7 1 (1.61%) Java Engineer
7 1 (1.61%) Oracle Developer
7 1 (1.61%) Python Developer
7 1 (1.61%) Senior Cloud Engineer
7 1 (1.61%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 44 (70.97%) Kafka
2 11 (17.74%) Spark Streaming
3 5 (8.06%) OLE
4 4 (6.45%) JSON
4 4 (6.45%) Oracle GoldenGate
4 4 (6.45%) Pandas
5 3 (4.84%) PySpark
6 2 (3.23%) NumPy
6 2 (3.23%) REST
7 1 (1.61%) Apache Avro
7 1 (1.61%) Apache NiFi
7 1 (1.61%) Beautiful Soup
7 1 (1.61%) Flask
7 1 (1.61%) gRPC
7 1 (1.61%) pytest
7 1 (1.61%) scikit-learn
7 1 (1.61%) Scrapy
Miscellaneous
1 9 (14.52%) Data Structures
2 6 (9.68%) Greenfield Project
3 5 (8.06%) Management Information System
4 2 (3.23%) Hedge funds
5 1 (1.61%) Algorithms
Processes & Methodologies
1 52 (83.87%) ETL
2 41 (66.13%) Data Pipeline
3 35 (56.45%) Data Engineering
4 31 (50.00%) Analytics
5 28 (45.16%) Agile Software Development
6 24 (38.71%) Data Architecture
7 22 (35.48%) Business Intelligence
7 22 (35.48%) Continuous Delivery
8 21 (33.87%) DevOps
9 20 (32.26%) Data Strategy
10 19 (30.65%) Data Management
11 17 (27.42%) Data Science
12 16 (25.81%) Continuous Integration
12 16 (25.81%) Data Extraction
13 13 (20.97%) Workflow
14 11 (17.74%) Machine Learning
14 11 (17.74%) Workflow Management
15 10 (16.13%) Open Source
16 9 (14.52%) Data Transformation
16 9 (14.52%) Root Cause Analysis
Programming Languages
1 59 (95.16%) SQL
2 53 (85.48%) Python
3 24 (38.71%) Java
4 14 (22.58%) Scala
5 7 (11.29%) R
6 6 (9.68%) C#
6 6 (9.68%) C++
7 4 (6.45%) PL/SQL
8 3 (4.84%) Clojure
Qualifications
1 7 (11.29%) Degree
2 6 (9.68%) Computer Science Degree
Quality Assurance & Compliance
1 8 (12.90%) Data Quality
System Software
1 6 (9.68%) Docker
Systems Management
1 13 (20.97%) Kubernetes
2 6 (9.68%) Argo
3 5 (8.06%) Terraform
4 2 (3.23%) Oozie
5 1 (1.61%) Ansible
5 1 (1.61%) Opscode Chef
Vendors
1 12 (19.35%) Google
2 6 (9.68%) Microsoft
3 4 (6.45%) Oracle
4 3 (4.84%) Talend
5 1 (1.61%) Alteryx
5 1 (1.61%) Snowplow