Period
to 26 November 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Jupyter skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Jupyter over the 6 months to 26 November 2021 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
26 Nov 2021
Same period 2020 Same period 2019
Rank 646 475 687
Rank change year-on-year -171 +212 +104
Permanent jobs citing Jupyter 89 18 64
As % of all permanent jobs advertised in London 0.17% 0.083% 0.12%
As % of the Application Platforms category 1.20% 0.57% 0.78%
Number of salaries quoted 32 16 51
10th Percentile £58,750 £54,375 £52,500
25th Percentile £66,875 £63,875 £60,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -9.68%
75th Percentile £89,063 £100,000 £85,000
90th Percentile £116,625 " £95,000
England median annual salary £70,000 £57,500 £70,000
% change year-on-year +21.74% -17.86% -3.45%

Jupyter 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 7,395 3,168 8,249
As % of all permanent IT jobs advertised in London 14.23% 14.67% 15.16%
Number of salaries quoted 4,640 2,698 6,810
10th Percentile £37,500 £41,250 £32,500
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% +4.17%
75th Percentile £85,000 £85,000 £80,000
90th Percentile £102,500 £102,500 £95,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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
Salary Trend in London

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

Salary trend for Jupyter in London

Jupyter
Salary Histogram in London

Salary distribution for jobs citing Jupyter in London over the 6 months to 26 November 2021.

Salary histogram for Jupyter in London

Jupyter
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the London region over the 6 months to 26 November 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
South London - 3 £47,500 -
Central London - 2 £90,000 - 7
Jupyter
England

For the 6 months to 26 November 2021, IT 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 permanent job ads across the London region with a requirement for Jupyter.

1 88 (98.88%) Python
2 62 (69.66%) Machine Learning
3 60 (67.42%) Data Science
4 58 (65.17%) SQL
5 48 (53.93%) AWS
6 44 (49.44%) Pandas
6 44 (49.44%) Algorithms
7 41 (46.07%) Agile Software Development
8 36 (40.45%) Apache Spark
9 34 (38.20%) Docker
10 32 (35.96%) GCP
11 30 (33.71%) Hadoop
12 27 (30.34%) Google
13 24 (26.97%) NumPy
14 23 (25.84%) Azure
14 23 (25.84%) Retail
14 23 (25.84%) Big Data
15 22 (24.72%) Analytics
16 20 (22.47%) Elasticsearch
16 20 (22.47%) Recommender Systems
16 20 (22.47%) Personalization
17 19 (21.35%) scikit-learn
17 19 (21.35%) ETL
17 19 (21.35%) Software Engineering
18 18 (20.22%) Degree
18 18 (20.22%) Kubernetes
19 16 (17.98%) Scrum
20 15 (16.85%) Finance
20 15 (16.85%) Logistics
20 15 (16.85%) Statistics

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 36 (40.45%) Apache Spark
2 20 (22.47%) Elasticsearch
3 4 (4.49%) Apache
4 1 (1.12%) Apache Airflow
Applications
1 2 (2.25%) Spreadsheet
Cloud Services
1 48 (53.93%) AWS
2 32 (35.96%) GCP
3 23 (25.84%) Azure
4 12 (13.48%) Amazon S3
5 11 (12.36%) Amazon Kinesis
5 11 (12.36%) Amazon SQS
6 9 (10.11%) AWS Step Functions
7 8 (8.99%) GitHub
8 4 (4.49%) Azure Event Grid
8 4 (4.49%) Azure Logic Apps
8 4 (4.49%) Power Platform
9 3 (3.37%) Azure Machine Learning
10 2 (2.25%) Amazon ECS
10 2 (2.25%) CloudBees
10 2 (2.25%) Datadog
10 2 (2.25%) Snowflake
11 1 (1.12%) Amazon SageMaker
11 1 (1.12%) npm
11 1 (1.12%) Stackdriver
Database & Business Intelligence
1 30 (33.71%) Hadoop
2 23 (25.84%) Big Data
3 12 (13.48%) BigQuery
4 11 (12.36%) Amazon DynamoDB
4 11 (12.36%) NoSQL
5 10 (11.24%) MySQL
6 9 (10.11%) Tableau
7 7 (7.87%) Relational Database
8 6 (6.74%) Impala
8 6 (6.74%) PostgreSQL
9 5 (5.62%) Apache Hive
9 5 (5.62%) Data Mining
9 5 (5.62%) InfluxDB
10 4 (4.49%) Data Warehouse
10 4 (4.49%) DB2
10 4 (4.49%) HBase
10 4 (4.49%) Power BI
10 4 (4.49%) RDBMS
10 4 (4.49%) SQL Server
11 3 (3.37%) Qlik Sense
Development Applications
1 9 (10.11%) CircleCI
2 8 (8.99%) Git (software)
3 7 (7.87%) Jenkins
4 6 (6.74%) JIRA
5 5 (5.62%) GitLab
6 4 (4.49%) JUnit
6 4 (4.49%) Maven
6 4 (4.49%) Mockito
7 3 (3.37%) RStudio
8 1 (1.12%) Octopus Deploy
8 1 (1.12%) TestRail
8 1 (1.12%) webpack
General
1 23 (25.84%) Retail
2 15 (16.85%) Analytical Skills
2 15 (16.85%) Finance
2 15 (16.85%) Social Skills
3 6 (6.74%) Law
4 4 (4.49%) Telecoms
5 3 (3.37%) Manufacturing
6 2 (2.25%) Back Office
6 2 (2.25%) Banking
6 2 (2.25%) Investment Banking
6 2 (2.25%) Legal
7 1 (1.12%) Advertising
7 1 (1.12%) Front Office
7 1 (1.12%) Inclusion and Diversity
Job Titles
1 35 (39.33%) Data Scientist
2 12 (13.48%) Developer
3 9 (10.11%) Data Engineer
3 9 (10.11%) Senior Systems Engineer
4 7 (7.87%) Java Engineer
4 7 (7.87%) Machine Learning Engineer
5 6 (6.74%) Java Developer
5 6 (6.74%) Java Software Engineer
5 6 (6.74%) Python Developer
5 6 (6.74%) Software Engineer
6 4 (4.49%) Apache Spark Developer
6 4 (4.49%) Applications Engineer
6 4 (4.49%) Applications Support
6 4 (4.49%) Applications Support Engineer
6 4 (4.49%) AWS Developer
6 4 (4.49%) Machine Learning Scientist
6 4 (4.49%) Senior Data Scientist
6 4 (4.49%) Support Engineer
6 4 (4.49%) Telecoms Engineer
7 2 (2.25%) Linux Developer
Libraries, Frameworks & Software Standards
1 44 (49.44%) Pandas
2 24 (26.97%) NumPy
3 19 (21.35%) scikit-learn
4 12 (13.48%) Web Services
5 11 (12.36%) Kafka
6 10 (11.24%) Dask
6 10 (11.24%) REST
7 9 (10.11%) Django
8 8 (8.99%) Matplotlib
8 8 (8.99%) Seaborn
9 6 (6.74%) PySpark
10 5 (5.62%) SciPy
11 4 (4.49%) NLTK
11 4 (4.49%) React
11 4 (4.49%) SpaCy
12 2 (2.25%) FIX Protocol
12 2 (2.25%) Keras
12 2 (2.25%) Spring
12 2 (2.25%) Spring Boot
12 2 (2.25%) TensorFlow
Miscellaneous
1 44 (49.44%) Algorithms
2 7 (7.87%) Greenfield Project
3 5 (5.62%) Management Information System
3 5 (5.62%) Semantic Web
4 4 (4.49%) Blog
5 3 (3.37%) Robotics
5 3 (3.37%) User Experience
6 2 (2.25%) Data Structures
6 2 (2.25%) Hedge funds
7 1 (1.12%) Derivative
7 1 (1.12%) Digital Media
7 1 (1.12%) Life Science
Operating Systems
1 13 (14.61%) Unix
2 7 (7.87%) Linux
3 1 (1.12%) Mac OS
Processes & Methodologies
1 62 (69.66%) Machine Learning
2 60 (67.42%) Data Science
3 41 (46.07%) Agile Software Development
4 22 (24.72%) Analytics
5 20 (22.47%) Personalization
5 20 (22.47%) Recommender Systems
6 19 (21.35%) ETL
6 19 (21.35%) Software Engineering
7 16 (17.98%) Scrum
8 15 (16.85%) Logistics
8 15 (16.85%) Statistics
9 14 (15.73%) Experimental Design
9 14 (15.73%) Fintech
9 14 (15.73%) Visualisation
10 12 (13.48%) Continuous Integration
10 12 (13.48%) Data Analytics
10 12 (13.48%) DevOps
11 11 (12.36%) Physics
11 11 (12.36%) Problem-Solving
12 9 (10.11%) Task Automation
Programming Languages
1 88 (98.88%) Python
2 58 (65.17%) SQL
3 14 (15.73%) Java
4 9 (10.11%) Shell Script
5 7 (7.87%) Bash Shell
5 7 (7.87%) R
5 7 (7.87%) Scala
6 6 (6.74%) JavaScript
7 4 (4.49%) Java 8
8 2 (2.25%) TypeScript
9 1 (1.12%) ES6
9 1 (1.12%) PL/SQL
9 1 (1.12%) T-SQL
Qualifications
1 18 (20.22%) Degree
2 5 (5.62%) Numerate Degree
3 4 (4.49%) Computer Science Degree
3 4 (4.49%) PhD
4 1 (1.12%) Postgraduate
Quality Assurance & Compliance
1 6 (6.74%) Data Quality
2 3 (3.37%) QA
System Software
1 34 (38.20%) Docker
2 4 (4.49%) Apache ZooKeeper
Systems Management
1 18 (20.22%) Kubernetes
2 7 (7.87%) Kubeflow
3 2 (2.25%) Grafana
3 2 (2.25%) Puppet
3 2 (2.25%) Rancher
4 1 (1.12%) Ansible
4 1 (1.12%) Terraform
Vendors
1 27 (30.34%) Google
2 9 (10.11%) Samsung
3 6 (6.74%) Sybase
4 5 (5.62%) Microsoft
5 4 (4.49%) Oracle
6 3 (3.37%) Databricks
7 2 (2.25%) Bloomberg
7 2 (2.25%) Splunk
7 2 (2.25%) TIBCO
8 1 (1.12%) Sun
8 1 (1.12%) YouTube