Period
to

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Jupyter skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Jupyter over the 6 months to 30 June 2022 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.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
30 Jun 2022
Same period 2021 Same period 2020
Rank 556 457 377
Rank change year-on-year -99 -80 +206
Contract jobs citing Jupyter 33 47 27
As % of all contract jobs advertised in London 0.084% 0.17% 0.15%
As % of the Application Platforms category 0.69% 1.31% 1.12%
Number of daily rates quoted 20 20 21
10th Percentile £418 £359 £400
25th Percentile £523 £425 £475
Median daily rate (50th Percentile) £575 £563 £500
Median % change year-on-year +2.22% +12.50% -
75th Percentile £663 £588 £638
90th Percentile £738 £629 £675
England median daily rate £575 £500 £498
% change year-on-year +15.00% +0.50% -5.24%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £58.25 - -
Median hourly rate £61.50 - -
75th Percentile £64.75 - -
90th Percentile - - -
England median hourly rate £61.50 £24.50 -
% change year-on-year +151.02% - -

Jupyter 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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 4,799 3,598 2,418
As % of all contract IT jobs advertised in London 12.18% 13.22% 13.81%
Number of daily rates quoted 3,401 2,546 1,658
10th Percentile £363 £325 £313
25th Percentile £450 £425 £413
Median daily rate (50th Percentile) £555 £525 £500
Median % change year-on-year +5.71% +5.00% -3.38%
75th Percentile £675 £623 £600
90th Percentile £775 £700 £700
England median daily rate £525 £495 £475
% change year-on-year +6.06% +4.21% -
Number of hourly rates quoted 33 24 20
10th Percentile £18.75 £17.39 £15.00
25th Percentile £27.67 £21.25 £22.25
Median hourly rate £46.00 £37.50 £32.47
Median % change year-on-year +22.67% +15.48% +39.67%
75th Percentile £68.75 £57.53 £52.31
90th Percentile £78.17 £69.18 £60.30
England median hourly rate £30.50 £22.50 £20.00
% change year-on-year +35.56% +12.50% +7.53%

Jupyter
Job Vacancy Trend in London

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

Job vacancy trend for Jupyter in London

Jupyter
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Jupyter in London.

Daily rate trend for Jupyter in London

Jupyter
Daily Rate Histogram in London

Daily rate distribution for jobs citing Jupyter in London over the 6 months to 30 June 2022.

Daily rate histogram for Jupyter in London

Jupyter
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the London region over the 6 months to 30 June 2022. 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
Jobs
Central London -43 3 £438 -2.78% 4
Jupyter
England

For the 6 months to 30 June 2022, IT contractor jobs citing Jupyter 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 London region with a requirement for Jupyter.

1 29 (87.88%) Python
2 19 (57.58%) Azure
3 15 (45.45%) SQL
4 14 (42.42%) Agile
4 14 (42.42%) Data Science
5 12 (36.36%) Pandas
5 12 (36.36%) Apache Spark
5 12 (36.36%) Analytics
6 11 (33.33%) NumPy
7 10 (30.30%) Data Engineering
7 10 (30.30%) Kubernetes
7 10 (30.30%) Social Skills
7 10 (30.30%) Matplotlib
7 10 (30.30%) Machine Learning
8 9 (27.27%) Big Data
8 9 (27.27%) R
8 9 (27.27%) Finance
8 9 (27.27%) CI/CD
8 9 (27.27%) TensorFlow
9 8 (24.24%) DevOps
9 8 (24.24%) Data Visualisation
9 8 (24.24%) AWS
9 8 (24.24%) Visualisation
9 8 (24.24%) Banking
10 7 (21.21%) Hadoop
10 7 (21.21%) Docker
10 7 (21.21%) Microservices
10 7 (21.21%) Apache Airflow
11 6 (18.18%) Decision-Making
11 6 (18.18%) Data Structures

Jupyter
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 12 (36.36%) Apache Spark
2 7 (21.21%) Apache Airflow
3 2 (6.06%) Apache
3 2 (6.06%) Apache Pig
3 2 (6.06%) Confluence
3 2 (6.06%) SAS
Cloud Services
1 19 (57.58%) Azure
2 8 (24.24%) AWS
3 5 (15.15%) Azure Cosmos DB
4 3 (9.09%) Serverless
5 2 (6.06%) Amazon EMR
5 2 (6.06%) AWS Step Functions
5 2 (6.06%) Azure AKS
5 2 (6.06%) Azure App Service
5 2 (6.06%) Azure Data Factory
5 2 (6.06%) Azure Data Lake Analytics
5 2 (6.06%) Azure DevOps
5 2 (6.06%) Azure Functions
5 2 (6.06%) Azure Logic Apps
5 2 (6.06%) Azure Monitor
5 2 (6.06%) Azure Service Bus
5 2 (6.06%) Azure Storage
5 2 (6.06%) Azure Synapse Analytics
5 2 (6.06%) IaaS
5 2 (6.06%) PaaS
5 2 (6.06%) Power Platform
Communications & Networking
1 2 (6.06%) Kerberos
Database & Business Intelligence
1 9 (27.27%) Big Data
2 7 (21.21%) Hadoop
3 5 (15.15%) Metadata
4 4 (12.12%) Azure SQL Database
4 4 (12.12%) Data Warehouse
4 4 (12.12%) Elasticsearch
4 4 (12.12%) PostgreSQL
4 4 (12.12%) SQL Server
5 3 (9.09%) Apache Hive
5 3 (9.09%) Data Lake
5 3 (9.09%) MongoDB
5 3 (9.09%) MySQL
5 3 (9.09%) NoSQL
6 2 (6.06%) Flink
6 2 (6.06%) HDInsight
6 2 (6.06%) IDEF1X
6 2 (6.06%) OLTP
6 2 (6.06%) Parquet
6 2 (6.06%) Power BI
6 2 (6.06%) SQLite
Development Applications
1 4 (12.12%) Git (software)
1 4 (12.12%) Jenkins
2 2 (6.06%) ER Studio
2 2 (6.06%) ERwin
2 2 (6.06%) JIRA
2 2 (6.06%) Selenium
2 2 (6.06%) Visual Studio Code
2 2 (6.06%) Visual Studio Team System
3 1 (3.03%) Deequ
3 1 (3.03%) GitLab
3 1 (3.03%) Sonatype Nexus
General
1 10 (30.30%) Social Skills
2 9 (27.27%) Finance
3 8 (24.24%) Banking
4 5 (15.15%) Analytical Skills
5 4 (12.12%) Pharmaceutical
6 2 (6.06%) Back Office
6 2 (6.06%) Investment Banking
6 2 (6.06%) Public Sector
7 1 (3.03%) Legal
7 1 (3.03%) Manufacturing
7 1 (3.03%) Presentation Skills
7 1 (3.03%) Publishing
7 1 (3.03%) Telecoms
Job Titles
1 11 (33.33%) Data Engineer
2 7 (21.21%) Python Engineer
3 6 (18.18%) Data Scientist
3 6 (18.18%) Developer
4 4 (12.12%) Python Developer
5 2 (6.06%) .NET Developer
5 2 (6.06%) Analyst
5 2 (6.06%) Architect
5 2 (6.06%) C# .NET Developer
5 2 (6.06%) C# Developer
5 2 (6.06%) Cybersecurity Engineer
5 2 (6.06%) Data Analyst
5 2 (6.06%) Data Architect
5 2 (6.06%) Senior Data Engineer
6 1 (3.03%) AWS Data Engineer
6 1 (3.03%) Azure Data Engineer
6 1 (3.03%) Azure Engineer
6 1 (3.03%) Big Data Engineer
6 1 (3.03%) DevOps Developer
6 1 (3.03%) SQL Developer
Libraries, Frameworks & Software Standards
1 12 (36.36%) Pandas
2 11 (33.33%) NumPy
3 10 (30.30%) Matplotlib
4 9 (27.27%) TensorFlow
5 5 (15.15%) Kafka
5 5 (15.15%) PyTorch
6 4 (12.12%) HTML
6 4 (12.12%) PySpark
7 3 (9.09%) .NET
7 3 (9.09%) Apache NiFi
8 2 (6.06%) .NET Core
8 2 (6.06%) Anaconda
8 2 (6.06%) Apache Tez
8 2 (6.06%) GraphQL
8 2 (6.06%) gRPC
8 2 (6.06%) Plotly
8 2 (6.06%) React
8 2 (6.06%) REST
8 2 (6.06%) SignalR
8 2 (6.06%) WebSockets
Miscellaneous
1 6 (18.18%) Data Structures
2 5 (15.15%) Algorithms
3 2 (6.06%) Hybrid Cloud
4 1 (3.03%) Data Protection Act
4 1 (3.03%) NHS
4 1 (3.03%) Public Cloud
4 1 (3.03%) Renewable Energy
Operating Systems
1 1 (3.03%) Linux
1 1 (3.03%) Unix
Processes & Methodologies
1 14 (42.42%) Agile
1 14 (42.42%) Data Science
2 12 (36.36%) Analytics
3 10 (30.30%) Data Engineering
3 10 (30.30%) Machine Learning
4 9 (27.27%) CI/CD
5 8 (24.24%) Data Visualisation
5 8 (24.24%) DevOps
5 8 (24.24%) Visualisation
6 7 (21.21%) Microservices
7 6 (18.18%) Dashboard Development
7 6 (18.18%) Data Analytics
7 6 (18.18%) Decision-Making
7 6 (18.18%) Statistics
8 5 (15.15%) Problem-Solving
8 5 (15.15%) Statistical Computing
9 4 (12.12%) Use Case
10 3 (9.09%) BDD
10 3 (9.09%) Continuous Improvement
10 3 (9.09%) Natural Language Processing
Programming Languages
1 29 (87.88%) Python
2 15 (45.45%) SQL
3 9 (27.27%) R
4 4 (12.12%) Bash
5 3 (9.09%) C#
6 2 (6.06%) Scala
6 2 (6.06%) Shell Script
6 2 (6.06%) TypeScript
7 1 (3.03%) Java
7 1 (3.03%) T-SQL
Qualifications
1 2 (6.06%) Degree
Quality Assurance & Compliance
1 4 (12.12%) QA
2 3 (9.09%) Data Quality
System Software
1 7 (21.21%) Docker
2 3 (9.09%) Active Directory
Systems Management
1 10 (30.30%) Kubernetes
2 4 (12.12%) Terraform
3 2 (6.06%) Ansible
3 2 (6.06%) Kubeflow
4 1 (3.03%) Cisco IPCC
Vendors
1 5 (15.15%) Databricks
2 4 (12.12%) Cloudera
2 4 (12.12%) Oracle
3 2 (6.06%) Microsoft
3 2 (6.06%) StreamSets
4 1 (3.03%) Google
4 1 (3.03%) Informatica
4 1 (3.03%) MicroStrategy
4 1 (3.03%) SAP
4 1 (3.03%) Teradata