Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 October 2021 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
UK > England
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 857 640 994
Rank change year-on-year -217 +354 +117
Permanent jobs citing Jupyter 122 35 81
As % of all permanent jobs advertised in England 0.11% 0.078% 0.064%
As % of the Application Platforms category 0.82% 0.55% 0.44%
Number of salaries quoted 41 31 67
10th Percentile £46,250 £35,846 £42,500
25th Percentile £53,750 £43,250 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
75th Percentile £80,000 £87,500 £80,000
90th Percentile £88,750 £100,000 £91,750
UK median annual salary £70,000 £70,000 £70,000

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 England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 14,947 6,320 18,547
As % of all permanent IT jobs advertised in England 13.51% 14.07% 14.74%
Number of salaries quoted 9,609 5,316 15,016
10th Percentile £30,500 £32,500 £27,500
25th Percentile £39,250 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £72,500 £70,000
90th Percentile £91,250 £90,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Jupyter
Job Vacancy Trend in England

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

Job vacancy trend for Jupyter in England

Jupyter
Salary Trend in England

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

Salary trend for Jupyter in England

Jupyter
Salary Histogram in England

Salary distribution for jobs citing Jupyter in England over the 6 months to 20 October 2021.

Salary histogram for Jupyter in England

Jupyter
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the England region over the 6 months to 20 October 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
London -191 84 £70,000 -17.65% 17
South East -147 18 £57,500 +15.00% 1
East of England -94 7 £80,000 +3.23% 2
South West -86 5 £42,500 -22.73%
North West -103 5 £70,000 +95.28% 1
North of England -138 5 £70,000 +95.28% 1
East Midlands -71 2 - -
Midlands -126 2 - -
Jupyter
UK

For the 6 months to 20 October 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 England region with a requirement for Jupyter.

1 121 (99.18%) Python
2 86 (70.49%) Data Science
3 70 (57.38%) Algorithms
4 68 (55.74%) SQL
5 67 (54.92%) Pandas
6 65 (53.28%) Machine Learning
7 60 (49.18%) Agile Software Development
8 58 (47.54%) AWS
9 54 (44.26%) Docker
10 48 (39.34%) NumPy
11 45 (36.89%) Software Engineering
12 42 (34.43%) Kubernetes
13 40 (32.79%) Analytics
14 39 (31.97%) Apache Spark
15 38 (31.15%) Visualisation
16 35 (28.69%) Analytical Skills
17 33 (27.05%) GCP
17 33 (27.05%) GitLab
17 33 (27.05%) Scrum
18 31 (25.41%) Hadoop
19 30 (24.59%) Linux
19 30 (24.59%) Problem-Solving
20 29 (23.77%) Big Data
20 29 (23.77%) Unix
20 29 (23.77%) Computer Science
21 28 (22.95%) Google
21 28 (22.95%) Retail
21 28 (22.95%) Web Services
21 28 (22.95%) Dask
22 27 (22.13%) Jenkins

Jupyter
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 39 (31.97%) Apache Spark
2 22 (18.03%) Elasticsearch
3 5 (4.10%) Apache
4 1 (0.82%) Apache Airflow
4 1 (0.82%) SAS
Cloud Services
1 58 (47.54%) AWS
2 33 (27.05%) GCP
3 23 (18.85%) Azure
4 16 (13.11%) Amazon S3
5 15 (12.30%) Amazon Kinesis
5 15 (12.30%) Amazon SQS
6 10 (8.20%) Power Platform
7 7 (5.74%) AWS Step Functions
8 5 (4.10%) GitHub
9 4 (3.28%) Azure Event Grid
9 4 (3.28%) Azure Logic Apps
10 2 (1.64%) Amazon ECS
10 2 (1.64%) CloudBees
11 1 (0.82%) Amazon SageMaker
11 1 (0.82%) Azure Cosmos DB
11 1 (0.82%) Azure Data Factory
11 1 (0.82%) Azure Synapse Analytics
11 1 (0.82%) npm
11 1 (0.82%) PaaS
11 1 (0.82%) Stackdriver
Database & Business Intelligence
1 31 (25.41%) Hadoop
2 29 (23.77%) Big Data
3 16 (13.11%) BigQuery
3 16 (13.11%) MySQL
4 15 (12.30%) Amazon DynamoDB
4 15 (12.30%) NoSQL
5 12 (9.84%) PostgreSQL
6 11 (9.02%) Tableau
7 10 (8.20%) Power BI
8 7 (5.74%) MongoDB
9 6 (4.92%) Data Mining
10 5 (4.10%) Apache Hive
10 5 (4.10%) Data Warehouse
10 5 (4.10%) Impala
10 5 (4.10%) InfluxDB
10 5 (4.10%) Relational Database
10 5 (4.10%) SQL Server
11 4 (3.28%) Data Lake
11 4 (3.28%) DB2
11 4 (3.28%) RDBMS
Development Applications
1 33 (27.05%) GitLab
2 27 (22.13%) Jenkins
3 24 (19.67%) JIRA
4 19 (15.57%) Octopus Deploy
4 19 (15.57%) TestRail
5 10 (8.20%) Git (software)
6 8 (6.56%) Maven
7 7 (5.74%) CircleCI
8 5 (4.10%) JUnit
8 5 (4.10%) Mockito
9 1 (0.82%) MLflow
9 1 (0.82%) webpack
General
1 35 (28.69%) Analytical Skills
2 28 (22.95%) Retail
3 24 (19.67%) Social Skills
4 19 (15.57%) Finance
4 19 (15.57%) Inclusion and Diversity
5 6 (4.92%) Law
6 4 (3.28%) Telecoms
7 1 (0.82%) Banking
7 1 (0.82%) Influencing Skills
7 1 (0.82%) Investment Banking
7 1 (0.82%) Legal
7 1 (0.82%) Local Government
7 1 (0.82%) Pharmaceutical
7 1 (0.82%) Public Sector
Job Titles
1 40 (32.79%) Data Scientist
2 29 (23.77%) Developer
3 21 (17.21%) Python Developer
4 19 (15.57%) Lead Developer
4 19 (15.57%) Lead Software Developer
4 19 (15.57%) Software Developer
5 10 (8.20%) Software Engineer
6 9 (7.38%) Data Engineer
6 9 (7.38%) Java Engineer
6 9 (7.38%) Java Software Engineer
7 8 (6.56%) Java Developer
8 7 (5.74%) DevOps Engineer
8 7 (5.74%) Machine Learning Engineer
8 7 (5.74%) Senior Systems Engineer
9 5 (4.10%) Apache Spark Developer
9 5 (4.10%) AWS Developer
9 5 (4.10%) Machine Learning Scientist
10 4 (3.28%) Analytics Consultant
10 4 (3.28%) Data Analytics Consultant
10 4 (3.28%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 67 (54.92%) Pandas
2 48 (39.34%) NumPy
3 28 (22.95%) Dask
3 28 (22.95%) Web Services
4 22 (18.03%) scikit-learn
5 19 (15.57%) PyQt
5 19 (15.57%) pytest
5 19 (15.57%) RESTful
5 19 (15.57%) Software Packaging
5 19 (15.57%) Sphinx
5 19 (15.57%) Tkinter
6 15 (12.30%) Kafka
7 9 (7.38%) SciPy
8 8 (6.56%) Matplotlib
8 8 (6.56%) REST
9 7 (5.74%) Django
9 7 (5.74%) PySpark
9 7 (5.74%) Seaborn
10 6 (4.92%) Elastic Stack
11 3 (2.46%) React
Miscellaneous
1 70 (57.38%) Algorithms
2 19 (15.57%) Life Science
3 8 (6.56%) Blog
4 6 (4.92%) Greenfield Project
5 5 (4.10%) Management Information System
5 5 (4.10%) Semantic Web
6 3 (2.46%) Robotics
6 3 (2.46%) User Experience
7 2 (1.64%) Data Structures
8 1 (0.82%) Market Risk
8 1 (0.82%) NHS
8 1 (0.82%) Self-Motivation
Operating Systems
1 30 (24.59%) Linux
2 29 (23.77%) Unix
3 19 (15.57%) Mac OS
Processes & Methodologies
1 86 (70.49%) Data Science
2 65 (53.28%) Machine Learning
3 60 (49.18%) Agile Software Development
4 45 (36.89%) Software Engineering
5 40 (32.79%) Analytics
6 38 (31.15%) Visualisation
7 33 (27.05%) Scrum
8 30 (24.59%) Problem-Solving
9 29 (23.77%) Computer Science
10 24 (19.67%) Coaching
11 23 (18.85%) Logistics
12 22 (18.03%) Personalization
12 22 (18.03%) Recommender Systems
13 21 (17.21%) Data Modelling
14 20 (16.39%) DevOps
15 19 (15.57%) Asynchronous Programming
15 19 (15.57%) Kanban
15 19 (15.57%) Sprint Planning
15 19 (15.57%) Sprint Retrospective
15 19 (15.57%) TDD
Programming Languages
1 121 (99.18%) Python
2 68 (55.74%) SQL
3 22 (18.03%) Bash Shell
4 18 (14.75%) Java
5 14 (11.48%) R
6 9 (7.38%) Scala
6 9 (7.38%) Shell Script
7 8 (6.56%) Java 8
8 6 (4.92%) Perl
8 6 (4.92%) Ruby
9 3 (2.46%) JavaScript
10 2 (1.64%) T-SQL
10 2 (1.64%) TypeScript
11 1 (0.82%) ES6
11 1 (0.82%) PL/SQL
Qualifications
1 24 (19.67%) Degree
2 8 (6.56%) Computer Science Degree
2 8 (6.56%) Numerate Degree
2 8 (6.56%) PhD
Quality Assurance & Compliance
1 24 (19.67%) QA
2 6 (4.92%) Data Quality
System Software
1 54 (44.26%) Docker
2 1 (0.82%) Apache ZooKeeper
Systems Management
1 42 (34.43%) Kubernetes
2 19 (15.57%) Ansible
3 7 (5.74%) Kubeflow
3 7 (5.74%) Terraform
4 2 (1.64%) Puppet
4 2 (1.64%) Rancher
Vendors
1 28 (22.95%) Google
2 19 (15.57%) YouTube
3 9 (7.38%) Samsung
4 7 (5.74%) Sybase
5 5 (4.10%) Microsoft
6 4 (3.28%) Oracle
7 3 (2.46%) Bloomberg
7 3 (2.46%) TIBCO
8 1 (0.82%) Databricks