Period
to

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 24 May 2022 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
24 May 2022
Same period 2021 Same period 2020
Rank 675 573 553
Rank change year-on-year -102 -20 +141
Permanent jobs citing Jupyter 200 37 85
As % of all permanent jobs advertised in London 0.28% 0.11% 0.22%
As % of the Application Platforms category 1.86% 0.75% 1.44%
Number of salaries quoted 45 7 68
10th Percentile - £47,750 £51,750
25th Percentile £42,500 £60,000 £63,750
Median annual salary (50th Percentile) £52,500 £72,500 £85,000
Median % change year-on-year -27.59% -14.71% +6.25%
75th Percentile £81,250 £75,625 £100,000
90th Percentile £110,250 £92,000 £105,000
England median annual salary £58,000 £60,000 £80,000
% change year-on-year -3.33% -25.00% -

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 10,770 4,954 5,894
As % of all permanent IT jobs advertised in London 15.22% 14.41% 15.22%
Number of salaries quoted 4,773 3,624 4,800
10th Percentile £38,000 £41,250 £36,250
25th Percentile £50,000 £50,000 £46,338
Median annual salary (50th Percentile) £67,000 £65,000 £62,500
Median % change year-on-year +3.08% +4.00% -
75th Percentile £87,500 £82,500 £80,000
90th Percentile £105,000 £97,500 £95,000
England median annual salary £55,500 £54,000 £52,500
% change year-on-year +2.78% +2.86% +5.00%

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 24 May 2022.

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 24 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Central London - 11 £73,750 - 1
West London - 2 - -
South London -50 1 - -
Jupyter
England

For the 6 months to 24 May 2022, 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.

1 172 (86.00%) Python
2 128 (64.00%) SQL
3 93 (46.50%) Data Science
4 92 (46.00%) Analytics
4 92 (46.00%) Pandas
5 80 (40.00%) Machine Learning
5 80 (40.00%) AWS
6 77 (38.50%) CI/CD
7 75 (37.50%) PostgreSQL
8 74 (37.00%) Git (software)
8 74 (37.00%) Docker
9 66 (33.00%) Kubernetes
10 58 (29.00%) Social Skills
10 58 (29.00%) ETL
11 54 (27.00%) Data Analytics
11 54 (27.00%) GitHub
12 53 (26.50%) Finance
12 53 (26.50%) Software Engineering
13 52 (26.00%) Data Engineering
14 49 (24.50%) Agile
15 47 (23.50%) Amazon S3
16 46 (23.00%) NumPy
16 46 (23.00%) JavaScript
17 45 (22.50%) Analytical Skills
18 44 (22.00%) JIRA
18 44 (22.00%) Problem-Solving
19 43 (21.50%) GitHub Actions
19 43 (21.50%) Business Intelligence
20 42 (21.00%) Visualisation
21 40 (20.00%) Test Automation

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 28 (14.00%) Apache Airflow
2 26 (13.00%) Elasticsearch
3 22 (11.00%) Apache Spark
4 13 (6.50%) Confluence
5 12 (6.00%) Ethereum
6 6 (3.00%) Tomcat
7 3 (1.50%) Apache
8 2 (1.00%) IPython
9 1 (0.50%) Apache Synapse
9 1 (0.50%) ArcGIS
9 1 (0.50%) Luigi
9 1 (0.50%) R Markdown
9 1 (0.50%) SAS
Applications
1 7 (3.50%) Microsoft Excel
2 3 (1.50%) Spreadsheet
3 2 (1.00%) MS Visio
Business Applications
1 12 (6.00%) Ripple
1 12 (6.00%) Ripple XRP
Cloud Services
1 80 (40.00%) AWS
2 54 (27.00%) GitHub
3 47 (23.50%) Amazon S3
4 43 (21.50%) GitHub Actions
5 34 (17.00%) SaaS
6 27 (13.50%) Amazon EC2
6 27 (13.50%) Route 53
7 22 (11.00%) Pulumi
8 20 (10.00%) GCP
9 17 (8.50%) Amazon SageMaker
10 12 (6.00%) Serverless
11 11 (5.50%) Amazon ECS
11 11 (5.50%) IaaS
11 11 (5.50%) Snowflake
12 9 (4.50%) Datadog
13 7 (3.50%) Azure
13 7 (3.50%) Google Analytics
13 7 (3.50%) Google Data Studio
14 6 (3.00%) AWS Step Functions
14 6 (3.00%) Power Platform
Communications & Networking
1 6 (3.00%) Wireshark
2 2 (1.00%) Broadband
Database & Business Intelligence
1 75 (37.50%) PostgreSQL
2 38 (19.00%) Tableau
3 31 (15.50%) Data Warehouse
4 27 (13.50%) Big Data
5 23 (11.50%) MySQL
5 23 (11.50%) Relational Database
6 22 (11.00%) Redis
7 21 (10.50%) Looker
8 18 (9.00%) Parquet
9 17 (8.50%) BigQuery
10 11 (5.50%) Hadoop
11 9 (4.50%) Amazon RDS
12 8 (4.00%) Metadata
13 7 (3.50%) Amazon Redshift
13 7 (3.50%) HBase
14 6 (3.00%) Power BI
15 5 (2.50%) Geospatial Data
16 4 (2.00%) Data Mining
17 3 (1.50%) NoSQL
17 3 (1.50%) Oracle Reports
Development Applications
1 74 (37.00%) Git (software)
2 44 (22.00%) JIRA
3 40 (20.00%) Jenkins
4 12 (6.00%) IntelliJ
4 12 (6.00%) JUnit
4 12 (6.00%) Mockito
4 12 (6.00%) Selenium
5 10 (5.00%) RStudio
6 6 (3.00%) Postman
7 5 (2.50%) MLflow
8 4 (2.00%) CircleCI
9 3 (1.50%) PyCharm
9 3 (1.50%) Snakemake
10 1 (0.50%) Cypress.io
10 1 (0.50%) Travis CI
10 1 (0.50%) Visual Studio
General
1 58 (29.00%) Social Skills
2 53 (26.50%) Finance
3 45 (22.50%) Analytical Skills
4 29 (14.50%) Retail
5 22 (11.00%) Marketing
6 15 (7.50%) Games
7 12 (6.00%) Banking
7 12 (6.00%) Inclusion and Diversity
8 9 (4.50%) Public Sector
9 7 (3.50%) Automotive
9 7 (3.50%) Financial Institution
9 7 (3.50%) Law
9 7 (3.50%) Legal
10 5 (2.50%) Presentation Skills
11 3 (1.50%) Advertising
11 3 (1.50%) Back Office
11 3 (1.50%) Online Betting
12 2 (1.00%) Humanities
12 2 (1.00%) Investment Banking
12 2 (1.00%) Telecoms
Job Titles
1 50 (25.00%) Data Scientist
2 47 (23.50%) Developer
3 32 (16.00%) Analyst
4 30 (15.00%) Software Engineer
5 27 (13.50%) Data Engineer
6 22 (11.00%) Data Analyst
6 22 (11.00%) Senior Data Scientist
7 21 (10.50%) SaaS Developer
8 16 (8.00%) Java Developer
9 15 (7.50%) Software Developer
10 13 (6.50%) Full Stack Developer
11 12 (6.00%) Core Java Developer
11 12 (6.00%) Java Software Developer
11 12 (6.00%) Senior Data Engineer
12 9 (4.50%) Front End Developer (Client-Side Developer)
12 9 (4.50%) React Developer
13 7 (3.50%) Applications Engineer
13 7 (3.50%) Applications Support
13 7 (3.50%) Applications Support Engineer
13 7 (3.50%) Support Engineer
Libraries, Frameworks & Software Standards
1 92 (46.00%) Pandas
2 46 (23.00%) NumPy
3 33 (16.50%) React
4 28 (14.00%) GraphQL
5 27 (13.50%) scikit-learn
6 25 (12.50%) Django
7 22 (11.00%) Apollo GraphQL
7 22 (11.00%) Jest
8 21 (10.50%) Celery
9 17 (8.50%) Matplotlib
10 15 (7.50%) TensorFlow
11 13 (6.50%) Kafka
12 12 (6.00%) PySpark
12 12 (6.00%) SciPy
12 12 (6.00%) Vue.js
13 7 (3.50%) OpenFin
13 7 (3.50%) Web Services
14 6 (3.00%) CSS
14 6 (3.00%) HTML
14 6 (3.00%) Spring
Miscellaneous
1 22 (11.00%) FMCG
2 21 (10.50%) NHS
3 15 (7.50%) Social Media
4 14 (7.00%) Clustering
5 12 (6.00%) Algorithms
5 12 (6.00%) Bitcoin
5 12 (6.00%) Blockchain
5 12 (6.00%) Foreign Exchange (FX)
5 12 (6.00%) Litecoin
6 9 (4.50%) Blog
7 7 (3.50%) Fixed Income
7 7 (3.50%) Legacy Systems
8 3 (1.50%) Derivative
8 3 (1.50%) Sports Betting
9 2 (1.00%) Data Structures
9 2 (1.00%) Self-Motivation
9 2 (1.00%) User Experience
10 1 (0.50%) Analytical Mindset
10 1 (0.50%) Greenfield Project
10 1 (0.50%) Virtual Team
Operating Systems
1 29 (14.50%) Linux
2 12 (6.00%) CentOS
3 10 (5.00%) Unix
4 2 (1.00%) Windows
Processes & Methodologies
1 93 (46.50%) Data Science
2 92 (46.00%) Analytics
3 80 (40.00%) Machine Learning
4 77 (38.50%) CI/CD
5 58 (29.00%) ETL
6 54 (27.00%) Data Analytics
7 53 (26.50%) Software Engineering
8 52 (26.00%) Data Engineering
9 49 (24.50%) Agile
10 44 (22.00%) Problem-Solving
11 43 (21.50%) Business Intelligence
12 42 (21.00%) Visualisation
13 40 (20.00%) Test Automation
14 36 (18.00%) Natural Language Processing
15 32 (16.00%) Artificial Intelligence
16 28 (14.00%) Data Analysis
17 27 (13.50%) Mathematics
18 25 (12.50%) Computer Science
19 24 (12.00%) Time Management
20 22 (11.00%) Scrum
Programming Languages
1 172 (86.00%) Python
2 128 (64.00%) SQL
3 46 (23.00%) JavaScript
4 34 (17.00%) TypeScript
5 30 (15.00%) Java
6 24 (12.00%) R
7 21 (10.50%) ES6
8 12 (6.00%) Bash
9 10 (5.00%) C
10 9 (4.50%) Scala
11 6 (3.00%) LookML
12 3 (1.50%) Cython
13 2 (1.00%) PL/SQL
Qualifications
1 40 (20.00%) Degree
2 16 (8.00%) PhD
3 5 (2.50%) Computer Science Degree
4 2 (1.00%) CFA
5 1 (0.50%) Numerate Degree
Quality Assurance & Compliance
1 7 (3.50%) Data Quality
2 6 (3.00%) Accessibility
3 1 (0.50%) QA
System Software
1 74 (37.00%) Docker
2 7 (3.50%) Apache ZooKeeper
Systems Management
1 66 (33.00%) Kubernetes
2 21 (10.50%) Docker Swarm
3 5 (2.50%) Puppet
3 5 (2.50%) Rancher
4 3 (1.50%) Grafana
4 3 (1.50%) Kubeflow
5 1 (0.50%) Argo
Vendors
1 21 (10.50%) Siemens
2 14 (7.00%) Google
3 9 (4.50%) Oracle
4 5 (2.50%) Alteryx
5 3 (1.50%) Splunk
5 3 (1.50%) Sun
6 2 (1.00%) Bloomberg
7 1 (0.50%) ESRI