Jupyter (JupyterHub, JupyterLab)
UK

The following table provides summary statistics for permanent job vacancies 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 7 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
7 Dec 2023
Same period 2022 Same period 2021
Rank 681 954 932
Rank change year-on-year +273 -22 -205
Permanent jobs citing Jupyter 49 118 148
As % of all permanent jobs advertised in the UK 0.092% 0.096% 0.12%
As % of the Application Platforms category 0.94% 0.82% 0.92%
Number of salaries quoted 31 75 55
10th Percentile - £42,439 £51,250
25th Percentile £70,000 £47,094 £64,375
Median annual salary (50th Percentile) £76,383 £65,000 £70,000
Median % change year-on-year +17.51% -7.14% +27.27%
75th Percentile £100,592 £84,375 £89,375
90th Percentile £115,000 £134,500 £109,500
UK excluding London median annual salary £75,000 £57,063 £70,000
% change year-on-year +31.43% -18.48% +62.79%

All Application Platform Skills
UK

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 requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 5,189 14,436 16,006
As % of all permanent jobs advertised in the UK 9.79% 11.75% 12.49%
Number of salaries quoted 3,931 8,523 10,326
10th Percentile £31,500 £31,250 £30,000
25th Percentile £40,500 £41,250 £37,883
Median annual salary (50th Percentile) £55,000 £57,500 £55,000
Median % change year-on-year -4.35% +4.55% +4.76%
75th Percentile £77,500 £78,875 £72,500
90th Percentile £95,000 £97,290 £90,000
UK excluding London median annual salary £49,565 £50,000 £45,369
% change year-on-year -0.87% +10.21% +0.82%

Jupyter
Job Vacancy Trend

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

Job vacancy trend for Jupyter in the UK

Jupyter
Salary Trend

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

Salary trend for Jupyter in the UK

Jupyter
Salary Histogram

Salary distribution for jobs citing Jupyter over the 6 months to 7 December 2023.

Salary histogram for Jupyter in the UK

Jupyter
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Jupyter within the UK over the 6 months to 7 December 2023. 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
England +282 47 £76,383 +9.12% 20
UK excluding London +237 29 £75,000 +31.43% 10
South West - 27 £75,000 - 1
Work from Home +208 20 £95,859 +74.29% 11
London +211 18 £95,859 +27.81% 13
Midlands +128 1 £70,000 +7.69% 1
South East - 1 £34,048 - 6
West Midlands - 1 £70,000 - 1

Jupyter
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 14 (28.57%) Apache Spark
2 12 (24.49%) Apache
3 11 (22.45%) nginx
4 3 (6.12%) Apache Airflow
5 1 (2.04%) Luigi
Applications
1 1 (2.04%) Microsoft Excel
1 1 (2.04%) Microsoft PowerPoint
Cloud Services
1 12 (24.49%) Amazon S3
1 12 (24.49%) OpenShift
2 11 (22.45%) MinIO
3 8 (16.33%) AWS
4 7 (14.29%) Power Platform
5 6 (12.24%) Vertex AI
6 3 (6.12%) Azure
7 2 (4.08%) Amazon EC2
7 2 (4.08%) Snowflake
8 1 (2.04%) Azure DevOps
8 1 (2.04%) Azure Synapse Analytics
8 1 (2.04%) ChatGPT
8 1 (2.04%) dbt
8 1 (2.04%) GCP
8 1 (2.04%) GitHub
Database & Business Intelligence
1 26 (53.06%) Big Data
2 14 (28.57%) Hadoop
3 11 (22.45%) Presto
4 7 (14.29%) Power BI
5 4 (8.16%) Relational Database
6 3 (6.12%) Tableau
7 2 (4.08%) Data Lake
7 2 (4.08%) NoSQL
8 1 (2.04%) Amazon Redshift
8 1 (2.04%) Apache Hive
8 1 (2.04%) Data Warehouse
8 1 (2.04%) Elasticsearch
8 1 (2.04%) GIS
8 1 (2.04%) Metadata
8 1 (2.04%) Microsoft Analysis Services
8 1 (2.04%) OLAP
8 1 (2.04%) OLTP
8 1 (2.04%) SQL Server
8 1 (2.04%) SQL Server Analysis Services
8 1 (2.04%) SQL Server Reporting Services
Development Applications
1 12 (24.49%) Jenkins
2 11 (22.45%) Atlassian Bamboo
3 5 (10.20%) RStudio
3 5 (10.20%) Visual Studio Code
4 1 (2.04%) Bitbucket
4 1 (2.04%) Git
4 1 (2.04%) GitLab
General
1 24 (48.98%) Finance
2 12 (24.49%) Inclusion and Diversity
3 8 (16.33%) Banking
4 5 (10.20%) Social Skills
5 3 (6.12%) Analytical Skills
5 3 (6.12%) Front Office
6 2 (4.08%) Investment Banking
6 2 (4.08%) Retail
Job Titles
1 29 (59.18%) Data Engineer
2 15 (30.61%) Data Scientist
3 11 (22.45%) Big Data Engineer
3 11 (22.45%) DevOps Engineer
3 11 (22.45%) Lead
3 11 (22.45%) Senior Data Scientist
4 9 (18.37%) Senior
5 8 (16.33%) Lead Data Engineer
6 6 (12.24%) Product Owner
7 4 (8.16%) Lead Data Scientist
7 4 (8.16%) Senior Data Engineer
8 3 (6.12%) Analyst
8 3 (6.12%) Data Analyst
9 2 (4.08%) Data Manager
9 2 (4.08%) Engineering Manager
9 2 (4.08%) Senior Analyst
9 2 (4.08%) Senior Data Analyst
9 2 (4.08%) Senior Software Engineer
9 2 (4.08%) Software Analyst
9 2 (4.08%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (24.49%) HTML
2 11 (22.45%) ActiveMQ
2 11 (22.45%) Apache NiFi
2 11 (22.45%) Elastic Stack
2 11 (22.45%) RabbitMQ
2 11 (22.45%) YAML
3 8 (16.33%) NumPy
3 8 (16.33%) Pandas
3 8 (16.33%) scikit-learn
4 6 (12.24%) Keras
4 6 (12.24%) PyTorch
4 6 (12.24%) TensorFlow
5 2 (4.08%) AWS CDK
5 2 (4.08%) Kafka
6 1 (2.04%) Matplotlib
6 1 (2.04%) PySpark
Miscellaneous
1 17 (34.69%) Algorithms
2 12 (24.49%) Cyberattack
3 11 (22.45%) Hybrid Cloud
4 9 (18.37%) Product Ownership
5 2 (4.08%) Equities
5 2 (4.08%) Reinsurance
6 1 (2.04%) CSOC
6 1 (2.04%) Hedge funds
6 1 (2.04%) Public Cloud
6 1 (2.04%) Self-Motivation
Operating Systems
1 12 (24.49%) Linux
2 1 (2.04%) Windows
Processes & Methodologies
1 34 (69.39%) Data Science
2 26 (53.06%) DevOps
2 26 (53.06%) Machine Learning
3 24 (48.98%) Artificial Intelligence
3 24 (48.98%) MLOps
4 22 (44.90%) Computer Science
5 20 (40.82%) Visualisation
6 19 (38.78%) Analytics
7 17 (34.69%) Data Engineering
7 17 (34.69%) Decision-Making
7 17 (34.69%) Mathematics
7 17 (34.69%) Mentoring
8 16 (32.65%) Data Analysis
9 15 (30.61%) Software Engineering
10 14 (28.57%) CI/CD
10 14 (28.57%) Containerisation
10 14 (28.57%) Infrastructure as Code
11 13 (26.53%) Statistics
12 12 (24.49%) LLM
12 12 (24.49%) Microservices
Programming Languages
1 41 (83.67%) Python
2 17 (34.69%) R
3 13 (26.53%) Java
3 13 (26.53%) Shell Script
4 12 (24.49%) Bash
4 12 (24.49%) JavaScript
5 6 (12.24%) SQL
6 1 (2.04%) C
6 1 (2.04%) C#
6 1 (2.04%) Kotlin
Qualifications
1 24 (48.98%) Degree
2 23 (46.94%) DV Cleared
2 23 (46.94%) Security Cleared
3 12 (24.49%) Computer Science Degree
4 1 (2.04%) Azure Certification
4 1 (2.04%) Master's Degree
Quality Assurance & Compliance
1 2 (4.08%) Data Quality
2 1 (2.04%) Accessibility
System Software
1 25 (51.02%) Docker
Systems Management
1 26 (53.06%) Kubernetes
2 13 (26.53%) Ansible
2 13 (26.53%) Terraform
3 12 (24.49%) Grafana
3 12 (24.49%) Prometheus
4 11 (22.45%) HAProxy
5 1 (2.04%) Oozie
5 1 (2.04%) Progress Chef
5 1 (2.04%) Puppet
Vendors
1 6 (12.24%) IBM
2 5 (10.20%) Alteryx
3 2 (4.08%) Splunk
4 1 (2.04%) Databricks
4 1 (2.04%) Informatica
4 1 (2.04%) Microsoft