Period
to 8 December 2021

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Luigi skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Luigi over the 6 months to 8 December 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Luigi
UK > England
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 725 535 759
Rank change year-on-year -190 +224 +120
Contract jobs citing Luigi 35 5 18
As % of all contract jobs advertised in England 0.049% 0.016% 0.025%
As % of the Application Platforms category 0.38% 0.11% 0.17%
Number of daily rates quoted 12 3 10
10th Percentile £451 £470 £269
25th Percentile £491 £481 £319
Median daily rate (50th Percentile) £600 £500 £450
Median % change year-on-year +20.00% +11.11% -18.18%
75th Percentile £656 " £534
90th Percentile £675 " £556
UK median daily rate £600 £500 £450
% change year-on-year +20.00% +11.11% -18.18%
Number of hourly rates quoted 1 0 0
Median hourly rate £55.00 - -
UK median hourly rate £55.00 - -

Luigi is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Contract vacancies with a requirement for application platform skills 9,109 4,612 10,810
As % of all contract IT jobs advertised in England 12.74% 14.58% 14.76%
Number of daily rates quoted 6,316 3,147 7,216
10th Percentile £312 £275 £250
25th Percentile £413 £363 £363
Median daily rate (50th Percentile) £520 £473 £450
Median % change year-on-year +10.05% +5.00% -4.76%
75th Percentile £625 £565 £550
90th Percentile £700 £650 £638
UK median daily rate £513 £475 £450
% change year-on-year +7.89% +5.56% -1.10%
Number of hourly rates quoted 162 147 234
10th Percentile £14.25 £12.63 £10.60
25th Percentile £16.25 £17.73 £13.81
Median hourly rate £21.50 £24.50 £18.50
Median % change year-on-year -12.24% +32.43% -7.50%
75th Percentile £48.75 £47.33 £35.94
90th Percentile £64.78 £61.45 £53.00
UK median hourly rate £22.50 £25.02 £20.51
% change year-on-year -10.08% +22.00% +2.55%

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
Contractor Daily Rate Trend in England

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

Daily rate trend for Luigi in England

Luigi
Daily Rate Histogram in England

Daily rate distribution for jobs citing Luigi in England over the 6 months to 8 December 2021.

Daily rate histogram for Luigi in England

Luigi
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Luigi within the England region over the 6 months to 8 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -173 31 £600 +26.32% 5
North of England -72 1 £600 +20.00% 2
Yorkshire - 1 £600 - 2
Luigi
UK

For the 6 months to 8 December 2021, IT contractor 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 contract job ads across the England region with a requirement for Luigi.

1 33 (94.29%) Apache Spark
2 32 (91.43%) Big Data
2 32 (91.43%) Apache Airflow
3 31 (88.57%) SQL
4 30 (85.71%) Python
4 30 (85.71%) Kafka
5 29 (82.86%) NoSQL
5 29 (82.86%) Data Pipeline
6 28 (80.00%) Workflow
6 28 (80.00%) Workflow Management
6 28 (80.00%) Hadoop
7 26 (74.29%) Apache Cassandra
7 26 (74.29%) Analytics
8 25 (71.43%) Azure
8 25 (71.43%) Scala
9 24 (68.57%) Serverless
10 23 (65.71%) Databricks
10 23 (65.71%) PostgreSQL
10 23 (65.71%) Azkaban
11 21 (60.00%) OO
12 20 (57.14%) AWS
12 20 (57.14%) Spark SQL
12 20 (57.14%) Azure Functions
12 20 (57.14%) Azure Cosmos DB
13 19 (54.29%) ARM Templates
13 19 (54.29%) Degree
13 19 (54.29%) Computer Science
14 16 (45.71%) Computer Science Degree
14 16 (45.71%) Data Science
15 13 (37.14%) Relational Database

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 33 (94.29%) Apache Spark
2 32 (91.43%) Apache Airflow
3 2 (5.71%) Apache
Cloud Services
1 25 (71.43%) Azure
2 24 (68.57%) Serverless
3 20 (57.14%) AWS
3 20 (57.14%) Azure Cosmos DB
3 20 (57.14%) Azure Functions
4 7 (20.00%) Amazon EMR
4 7 (20.00%) GCP
5 5 (14.29%) AWS Lambda
6 4 (11.43%) Amazon EC2
6 4 (11.43%) Amazon S3
6 4 (11.43%) Power Platform
7 3 (8.57%) AWS Step Functions
7 3 (8.57%) Cloud Computing
7 3 (8.57%) Cloud Functions
7 3 (8.57%) GitHub
7 3 (8.57%) GitHub Actions
7 3 (8.57%) Google Data Studio
8 2 (5.71%) Azure Data Factory
9 1 (2.86%) AWS IoT
9 1 (2.86%) Snowflake
Database & Business Intelligence
1 32 (91.43%) Big Data
2 29 (82.86%) NoSQL
3 28 (80.00%) Hadoop
4 26 (74.29%) Apache Cassandra
5 23 (65.71%) Azkaban
5 23 (65.71%) PostgreSQL
6 20 (57.14%) Spark SQL
7 13 (37.14%) Relational Database
8 11 (31.43%) Amazon Redshift
9 9 (25.71%) Metadata
10 7 (20.00%) Data Warehouse
11 6 (17.14%) Apache Hive
11 6 (17.14%) BigQuery
11 6 (17.14%) Presto
12 5 (14.29%) Amazon Athena
12 5 (14.29%) Amazon RDS
13 4 (11.43%) Impala
13 4 (11.43%) Power BI
14 3 (8.57%) Data Lake
14 3 (8.57%) Parquet
Development Applications
1 7 (20.00%) Git (software)
2 3 (8.57%) JIRA
2 3 (8.57%) Travis CI
3 2 (5.71%) Jenkins
4 1 (2.86%) Spinnaker
4 1 (2.86%) TeamCity
General
1 10 (28.57%) Social Skills
2 9 (25.71%) Finance
3 7 (20.00%) Presentation Skills
4 4 (11.43%) Analytical Skills
5 3 (8.57%) Electronics
Job Titles
1 33 (94.29%) Data Engineer
2 14 (40.00%) Azure Engineer
3 5 (14.29%) AWS Engineer
4 3 (8.57%) Big Data Engineer
4 3 (8.57%) Cloud Engineer
4 3 (8.57%) IT Engineer
5 2 (5.71%) AWS Software Engineer
5 2 (5.71%) Software Engineer
6 1 (2.86%) Architect
6 1 (2.86%) Azure Software Engineer
6 1 (2.86%) Big Data Software Engineer
6 1 (2.86%) Cloud Architect
6 1 (2.86%) Data Architect
6 1 (2.86%) Data Migration Engineer
6 1 (2.86%) Migration Engineer
6 1 (2.86%) Python Engineer
6 1 (2.86%) Scala Engineer
Libraries, Frameworks & Software Standards
1 30 (85.71%) Kafka
2 19 (54.29%) ARM Templates
3 3 (8.57%) JSON
3 3 (8.57%) XML
3 3 (8.57%) YAML
4 2 (5.71%) RabbitMQ
4 2 (5.71%) Spark Streaming
4 2 (5.71%) Spring
5 1 (2.86%) Apache NiFi
5 1 (2.86%) REST
Miscellaneous
1 12 (34.29%) Data Structures
2 8 (22.86%) Data Centre
3 7 (20.00%) Management Information System
4 3 (8.57%) Renewable Energy
5 1 (2.86%) Cloud Native
5 1 (2.86%) Greenfield Project
5 1 (2.86%) Social Media
Operating Systems
1 3 (8.57%) Linux
Processes & Methodologies
1 29 (82.86%) Data Pipeline
2 28 (80.00%) Workflow
2 28 (80.00%) Workflow Management
3 26 (74.29%) Analytics
4 21 (60.00%) OO
5 19 (54.29%) Computer Science
6 16 (45.71%) Data Science
7 13 (37.14%) Informatics
7 13 (37.14%) Statistics
8 11 (31.43%) Data Transformation
9 10 (28.57%) Agile Software Development
10 9 (25.71%) Data Engineering
10 9 (25.71%) Data Modelling
10 9 (25.71%) Data Munging
10 9 (25.71%) Root Cause Analysis
10 9 (25.71%) Workload Management
11 8 (22.86%) Actionable Insight
11 8 (22.86%) Customer Acquisition
11 8 (22.86%) Performance Metrics
11 8 (22.86%) Process Improvement
Programming Languages
1 31 (88.57%) SQL
2 30 (85.71%) Python
3 25 (71.43%) Scala
4 6 (17.14%) Bash Shell
5 4 (11.43%) Java
6 3 (8.57%) PL/SQL
6 3 (8.57%) Ruby
6 3 (8.57%) Shell Script
7 1 (2.86%) C++
Qualifications
1 19 (54.29%) Degree
2 16 (45.71%) Computer Science Degree
Quality Assurance & Compliance
1 3 (8.57%) Data Quality
1 3 (8.57%) QA
System Software
1 7 (20.00%) Docker
Systems Management
1 8 (22.86%) Kubernetes
2 4 (11.43%) Terraform
3 1 (2.86%) Control-M
Vendors
1 23 (65.71%) Databricks
2 5 (14.29%) Informatica
3 4 (11.43%) Google
4 3 (8.57%) Talend
5 2 (5.71%) Alteryx
6 1 (2.86%) Microsoft
6 1 (2.86%) Netezza
6 1 (2.86%) Teradata