Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 18 August 2022 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
UK > Work from Home
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 718 642 294
Rank change year-on-year -76 -348 +61
Permanent jobs citing Jupyter 145 24 4
As % of all permanent jobs with a WFH option 0.19% 0.058% 0.045%
As % of the Application Platforms category 1.55% 0.43% 0.38%
Number of salaries quoted 54 10 3
10th Percentile £38,750 - -
25th Percentile £42,500 £51,250 -
Median annual salary (50th Percentile) £45,000 £62,000 £50,000
Median % change year-on-year -27.42% +24.00% -16.67%
75th Percentile £66,250 £68,438 £77,500
90th Percentile £110,500 £77,875 £94,000
UK median annual salary £57,063 £62,500 £75,000
% change year-on-year -8.70% -16.67% +7.14%

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 with a WFH option and a requirement for application platform skills.

All Application Platform Skills
Work from Home
Permanent vacancies with a requirement for application platform skills 9,381 5,559 1,042
As % of all permanent jobs with a WFH option 12.60% 13.45% 11.81%
Number of salaries quoted 5,037 3,841 877
10th Percentile £32,750 £31,250 £33,250
25th Percentile £42,500 £39,250 £41,250
Median annual salary (50th Percentile) £57,500 £52,500 £55,000
Median % change year-on-year +9.52% -4.55% -
75th Percentile £77,500 £71,250 £71,250
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Jupyter
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Jupyter as a proportion of all IT jobs advertised.

Jupyter trend for jobs with a WFH option

Jupyter
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Jupyter.

Jupyter salary trend for jobs with a WFH option

Jupyter
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Jupyter over the 6 months to 18 August 2022.

Jupyter salary histogram for jobs with a WFH option

For the 6 months to 18 August 2022, Jupyter job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Jupyter.

1 135 (93.10%) Python
2 87 (60.00%) PostgreSQL
3 84 (57.93%) SQL
3 84 (57.93%) Data Science
4 80 (55.17%) Docker
5 67 (46.21%) AWS
6 65 (44.83%) JavaScript
7 61 (42.07%) Kubernetes
8 59 (40.69%) CI/CD
9 52 (35.86%) Software Engineering
9 52 (35.86%) Git (software)
10 49 (33.79%) Analytical Skills
11 48 (33.10%) Pandas
11 48 (33.10%) TypeScript
11 48 (33.10%) GitHub
12 47 (32.41%) Jenkins
12 47 (32.41%) Linux
13 45 (31.03%) Django
14 43 (29.66%) Containerisation
15 41 (28.28%) NumPy
15 41 (28.28%) Test Automation
15 41 (28.28%) Amazon S3
16 39 (26.90%) Apache Airflow
17 38 (26.21%) Visualisation
18 37 (25.52%) GitHub Actions
19 35 (24.14%) Problem-Solving
19 35 (24.14%) Java
20 34 (23.45%) Open Source
21 33 (22.76%) Analytics
22 32 (22.07%) JIRA

Jupyter
Co-occurring IT Skills with a WFH Option 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 (26.90%) Apache Airflow
2 20 (13.79%) Apache
2 20 (13.79%) Apache Spark
3 14 (9.66%) Ethereum
4 3 (2.07%) Tomcat
5 1 (0.69%) Apache Synapse
5 1 (0.69%) CICS
5 1 (0.69%) Luigi
5 1 (0.69%) R Markdown
Applications
1 1 (0.69%) Microsoft PowerPoint
Business Applications
1 13 (8.97%) Ripple
1 13 (8.97%) Ripple XRP
Cloud Services
1 67 (46.21%) AWS
2 48 (33.10%) GitHub
3 41 (28.28%) Amazon S3
4 37 (25.52%) GitHub Actions
5 31 (21.38%) Amazon EC2
5 31 (21.38%) Route 53
6 27 (18.62%) SaaS
7 24 (16.55%) GCP
8 20 (13.79%) Serverless
9 16 (11.03%) PaaS
10 15 (10.34%) Datadog
11 14 (9.66%) npm
11 14 (9.66%) Pulumi
12 13 (8.97%) Azure
13 11 (7.59%) Google Analytics
13 11 (7.59%) Google Data Studio
14 6 (4.14%) Amazon ECS
15 4 (2.76%) AWS Lambda
16 3 (2.07%) Amazon EMR
16 3 (2.07%) AWS CloudFormation
Communications & Networking
1 3 (2.07%) Wireshark
Database & Business Intelligence
1 87 (60.00%) PostgreSQL
2 23 (15.86%) Amazon Redshift
2 23 (15.86%) Data Warehouse
3 22 (15.17%) Parquet
4 17 (11.72%) Big Data
5 16 (11.03%) Apache Arrow
5 16 (11.03%) Relational Database
6 15 (10.34%) Elasticsearch
6 15 (10.34%) MySQL
6 15 (10.34%) Redis
7 14 (9.66%) Amazon RDS
7 14 (9.66%) DynamoDB
8 11 (7.59%) BigQuery
9 10 (6.90%) RDBMS
10 9 (6.21%) Looker
11 5 (3.45%) Hadoop
12 4 (2.76%) Data Lake
13 2 (1.38%) Amazon Athena
13 2 (1.38%) Flink
14 1 (0.69%) Power BI
Development Applications
1 52 (35.86%) Git (software)
2 47 (32.41%) Jenkins
3 32 (22.07%) JIRA
4 13 (8.97%) IntelliJ
4 13 (8.97%) JUnit
4 13 (8.97%) Mockito
4 13 (8.97%) Selenium
5 3 (2.07%) Postman
6 1 (0.69%) GitLab
6 1 (0.69%) Travis CI
General
1 49 (33.79%) Analytical Skills
2 29 (20.00%) Finance
3 28 (19.31%) Social Skills
4 16 (11.03%) Retail
5 9 (6.21%) Automotive
6 7 (4.83%) Financial Institution
6 7 (4.83%) Games
7 2 (1.38%) Electronics
7 2 (1.38%) Law
7 2 (1.38%) Marketing
8 1 (0.69%) Cantonese Language
8 1 (0.69%) Dutch Language
8 1 (0.69%) French Language
8 1 (0.69%) Inclusion and Diversity
8 1 (0.69%) Indonesian Language
8 1 (0.69%) Italian Language
8 1 (0.69%) Legal
8 1 (0.69%) Portuguese Language
8 1 (0.69%) Public Sector
8 1 (0.69%) Russian Language
Job Titles
1 53 (36.55%) Developer
2 33 (22.76%) Software Engineer
3 27 (18.62%) SaaS Developer
4 19 (13.10%) Python Developer
5 18 (12.41%) Data Scientist
6 16 (11.03%) Java Developer
7 14 (9.66%) Architect
8 13 (8.97%) Core Java Developer
8 13 (8.97%) Java Software Developer
8 13 (8.97%) Software Developer
9 12 (8.28%) Data Architect
9 12 (8.28%) Principal Architect
9 12 (8.28%) Principal Data Architect
10 11 (7.59%) Data Engineer
11 10 (6.90%) Analyst
11 10 (6.90%) Django Developer
11 10 (6.90%) Python/Django Developer
12 9 (6.21%) Full Stack Developer
12 9 (6.21%) Senior Data Scientist
12 9 (6.21%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 48 (33.10%) Pandas
2 45 (31.03%) Django
3 41 (28.28%) NumPy
4 31 (21.38%) React
5 29 (20.00%) Vue.js
6 27 (18.62%) Celery
7 25 (17.24%) HTML
8 18 (12.41%) GraphQL
8 18 (12.41%) Jest
9 17 (11.72%) Lambda Expressions
9 17 (11.72%) Spring
10 16 (11.03%) JSON
10 16 (11.03%) Plotly
10 16 (11.03%) TensorFlow
10 16 (11.03%) Vega-Lite
10 16 (11.03%) XML
11 15 (10.34%) RabbitMQ
12 14 (9.66%) .NET
12 14 (9.66%) AngularJS
12 14 (9.66%) Ionic Framework
Miscellaneous
1 27 (18.62%) NHS
2 16 (11.03%) Hackathon
3 14 (9.66%) Blockchain
3 14 (9.66%) FMCG
3 14 (9.66%) IoT
4 13 (8.97%) Bitcoin
4 13 (8.97%) Litecoin
5 10 (6.90%) Foreign Exchange (FX)
6 9 (6.21%) Legacy Systems
7 7 (4.83%) Virtual Team
8 6 (4.14%) Video Conferencing
9 3 (2.07%) Fixed Income
9 3 (2.07%) Hedge funds
9 3 (2.07%) User Experience
10 2 (1.38%) Algorithms
10 2 (1.38%) Biotechnology
10 2 (1.38%) Management Information System
10 2 (1.38%) Mobile App
10 2 (1.38%) Self-Motivation
11 1 (0.69%) NFT
Operating Systems
1 47 (32.41%) Linux
2 13 (8.97%) CentOS
3 2 (1.38%) Windows
4 1 (0.69%) Unix
4 1 (0.69%) zOS
Processes & Methodologies
1 84 (57.93%) Data Science
2 59 (40.69%) CI/CD
3 52 (35.86%) Software Engineering
4 43 (29.66%) Containerisation
5 41 (28.28%) Test Automation
6 38 (26.21%) Visualisation
7 35 (24.14%) Problem-Solving
8 34 (23.45%) Open Source
9 33 (22.76%) Analytics
10 32 (22.07%) Data Engineering
11 28 (19.31%) Time Management
12 27 (18.62%) Data Privacy
12 27 (18.62%) Full Stack Development
12 27 (18.62%) Performance Management
12 27 (18.62%) Thought Leadership
13 26 (17.93%) Data Modelling
13 26 (17.93%) Machine Learning
14 25 (17.24%) ETL
15 24 (16.55%) Logistics
16 20 (13.79%) Data Analysis
Programming Languages
1 135 (93.10%) Python
2 84 (57.93%) SQL
3 65 (44.83%) JavaScript
4 48 (33.10%) TypeScript
5 35 (24.14%) Java
6 27 (18.62%) ES6
7 20 (13.79%) R
8 16 (11.03%) F#
9 9 (6.21%) C
10 6 (4.14%) Ruby
11 3 (2.07%) C++
12 2 (1.38%) Kotlin
13 1 (0.69%) Bash
Qualifications
1 11 (7.59%) Degree
2 2 (1.38%) Computer Science Degree
3 1 (0.69%) Master's Degree
3 1 (0.69%) Numerate Degree
Quality Assurance & Compliance
1 14 (9.66%) QA
2 6 (4.14%) Data Quality
System Software
1 80 (55.17%) Docker
2 1 (0.69%) Apache ZooKeeper
Systems Management
1 61 (42.07%) Kubernetes
2 27 (18.62%) Docker Swarm
3 16 (11.03%) Terraform
4 14 (9.66%) Consul
4 14 (9.66%) Opscode Chef
5 2 (1.38%) Argo
6 1 (0.69%) Grafana
6 1 (0.69%) OMEGAMON
Vendors
1 27 (18.62%) Siemens
2 14 (9.66%) Databricks
3 13 (8.97%) Google
4 5 (3.45%) Splunk
5 3 (2.07%) Oracle
6 1 (0.69%) Cadence
6 1 (0.69%) Dynatrace
6 1 (0.69%) Sun