Period
to 21 January 2021

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 21 January 2021 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
UK
6 months to
21 Jan 2021
Same period 2020 Same period 2019
Rank 731 941 1066
Rank change year-on-year +210 +125 +98
Permanent jobs citing Jupyter 38 103 47
As % of all permanent jobs advertised in the UK 0.060% 0.082% 0.031%
As % of the Application Platforms category 0.43% 0.56% 0.19%
Number of salaries quoted 31 83 37
Median annual salary £55,000 £60,000 £80,000
Median salary % change year-on-year -8.33% -25.00% +56.10%
10th Percentile £41,250 £40,000 £44,500
90th Percentile £87,500 £94,500 £116,000
UK excluding London median annual salary £52,500 £51,775 £58,750
% change year-on-year +1.40% -11.87% +27.03%

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.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 8,909 18,551 24,195
As % of all permanent IT jobs advertised in the UK 13.97% 14.69% 16.05%
Number of salaries quoted 7,159 15,025 19,536
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £27,500 £28,000
90th Percentile £87,500 £85,000 £85,000
UK excluding London median annual salary £45,500 £45,000 £43,250
% change year-on-year +1.11% +4.05% +6.79%

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 21 January 2021.

Salary histogram for Jupyter in the UK

Jupyter
Top 11 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 21 January 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
England +207 38 £55,000 -15.38% 6
London +169 19 £72,500 +3.57% 1
UK excluding London +178 18 £52,500 +1.40% 5
North of England +85 6 £47,750 +83.65% 3
Yorkshire - 6 £47,750 - 3
South West +59 5 £55,000 +15.79%
Work from Home -68 4 £52,500 -4.55% 1
East of England +112 3 £90,000 +28.57%
Midlands +98 3 £31,305 -37.39%
East Midlands - 3 £31,305 -
South East +162 1 £50,000 -31.97% 2

For the 6 months to 21 January 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 with a requirement for Jupyter.

1 32 (84.21%) Python
2 26 (68.42%) Data Science
3 19 (50.00%) Machine Learning
4 18 (47.37%) SQL
5 16 (42.11%) Finance
6 15 (39.47%) ETL
7 14 (36.84%) Degree
8 12 (31.58%) Docker
8 12 (31.58%) Pandas
8 12 (31.58%) AWS
9 11 (28.95%) Apache Spark
9 11 (28.95%) Algorithms
10 10 (26.32%) Big Data
10 10 (26.32%) Java
11 9 (23.68%) Business Intelligence
11 9 (23.68%) NoSQL
12 8 (21.05%) Open Source
12 8 (21.05%) Azure
12 8 (21.05%) Data Warehouse
12 8 (21.05%) Data Modelling
12 8 (21.05%) Agile Software Development
12 8 (21.05%) Data Lake
13 7 (18.42%) Data Acquisition
13 7 (18.42%) scikit-learn
13 7 (18.42%) Spring Boot
13 7 (18.42%) Flask
13 7 (18.42%) Amazon EMR
13 7 (18.42%) Apache NiFi
13 7 (18.42%) Data Management
13 7 (18.42%) Software Engineering

Jupyter
Co-occurring IT Skills 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 11 (28.95%) Apache Spark
2 6 (15.79%) SAS
3 1 (2.63%) Apache
3 1 (2.63%) Apache Airflow
3 1 (2.63%) Apache Pig
3 1 (2.63%) Confluence
Cloud Services
1 12 (31.58%) AWS
2 8 (21.05%) Azure
3 7 (18.42%) Amazon EMR
4 5 (13.16%) GCP
4 5 (13.16%) GitHub
5 2 (5.26%) Azure Machine Learning
5 2 (5.26%) IaaS
5 2 (5.26%) PaaS
6 1 (2.63%) Azure Active Directory
6 1 (2.63%) Azure Functions
6 1 (2.63%) Cloud Computing
6 1 (2.63%) Data Lake Analytics
6 1 (2.63%) Logic Apps
6 1 (2.63%) Power Platform
6 1 (2.63%) Serverless
Database & Business Intelligence
1 10 (26.32%) Big Data
2 9 (23.68%) NoSQL
3 8 (21.05%) Data Lake
3 8 (21.05%) Data Warehouse
4 6 (15.79%) Hadoop
4 6 (15.79%) SQL Server
5 5 (13.16%) Apache Zeppelin
5 5 (13.16%) RDBMS
5 5 (13.16%) Relational Database
6 4 (10.53%) Electronic Patient Records
7 3 (7.89%) Data Mining
7 3 (7.89%) Tableau
8 1 (2.63%) Apache Hive
8 1 (2.63%) Base SAS
8 1 (2.63%) Microsoft Analysis Services
8 1 (2.63%) MongoDB
8 1 (2.63%) OLTP
8 1 (2.63%) PostgreSQL
8 1 (2.63%) QlikView
8 1 (2.63%) SQL Server Analysis Services
Development Applications
1 5 (13.16%) Git (software)
2 3 (7.89%) GitLab
2 3 (7.89%) Sonatype Nexus
3 1 (2.63%) CircleCI
3 1 (2.63%) ER Studio
3 1 (2.63%) ERwin
3 1 (2.63%) Jenkins
3 1 (2.63%) JIRA
3 1 (2.63%) RStudio
3 1 (2.63%) Travis CI
3 1 (2.63%) Visual Studio Team System
General
1 16 (42.11%) Finance
2 6 (15.79%) Marketing
3 2 (5.26%) Banking
3 2 (5.26%) Financial Institution
4 1 (2.63%) Manufacturing
4 1 (2.63%) Pharmaceutical
4 1 (2.63%) Retail
Job Titles
1 13 (34.21%) Data Engineer
2 7 (18.42%) Data Scientist
3 4 (10.53%) DevOps Engineer
3 4 (10.53%) Senior Data Scientist
4 3 (7.89%) Developer
4 3 (7.89%) Machine Learning Engineer
4 3 (7.89%) Platform Engineer
4 3 (7.89%) Python Developer
4 3 (7.89%) Report Developer
4 3 (7.89%) SQL Developer
5 2 (5.26%) Analyst
5 2 (5.26%) Data Analyst
5 2 (5.26%) Product Manager
5 2 (5.26%) SQL Analyst
5 2 (5.26%) SQL Data Analyst
5 2 (5.26%) Technical Manager
5 2 (5.26%) Technical Product Manager
6 1 (2.63%) Consultant
6 1 (2.63%) Data Architect
6 1 (2.63%) Senior Consultant
Libraries, Frameworks & Software Standards
1 12 (31.58%) Pandas
2 7 (18.42%) Apache NiFi
2 7 (18.42%) Flask
2 7 (18.42%) scikit-learn
2 7 (18.42%) Spring Boot
3 6 (15.79%) Matplotlib
3 6 (15.79%) Natural Language Processing
3 6 (15.79%) TensorFlow
4 4 (10.53%) PyTorch
5 3 (7.89%) Dask
5 3 (7.89%) REST
5 3 (7.89%) Seaborn
6 2 (5.26%) Bokeh
6 2 (5.26%) GraphQL
6 2 (5.26%) NumPy
7 1 (2.63%) Anaconda
7 1 (2.63%) Apache Tez
7 1 (2.63%) Keras
7 1 (2.63%) RabbitMQ
7 1 (2.63%) SpaCy
Miscellaneous
1 11 (28.95%) Algorithms
2 5 (13.16%) Analytical Skills
2 5 (13.16%) Management Information System
3 2 (5.26%) Hedge funds
4 1 (2.63%) Analytical Mindset
4 1 (2.63%) Enterprise Software
4 1 (2.63%) Hybrid Cloud
4 1 (2.63%) Smartphone
Operating Systems
1 4 (10.53%) Linux
2 1 (2.63%) Unix
Processes & Methodologies
1 26 (68.42%) Data Science
2 19 (50.00%) Machine Learning
3 15 (39.47%) ETL
4 9 (23.68%) Business Intelligence
5 8 (21.05%) Agile Software Development
5 8 (21.05%) Data Modelling
5 8 (21.05%) Open Source
6 7 (18.42%) Data Acquisition
6 7 (18.42%) Data Management
6 7 (18.42%) Mathematics
6 7 (18.42%) Predictive Modelling
6 7 (18.42%) Software Engineering
6 7 (18.42%) Visualisation
7 6 (15.79%) Statistics
8 5 (13.16%) Artificial Intelligence
8 5 (13.16%) Computer Science
8 5 (13.16%) Data Architecture
8 5 (13.16%) DevOps
8 5 (13.16%) Neural Network
8 5 (13.16%) Statistical Analysis
Programming Languages
1 32 (84.21%) Python
2 18 (47.37%) SQL
3 10 (26.32%) Java
4 6 (15.79%) C
5 5 (13.16%) Bash Shell
5 5 (13.16%) R
5 5 (13.16%) Scala
6 3 (7.89%) C++
7 1 (2.63%) Korn
7 1 (2.63%) Shell Script
Qualifications
1 14 (36.84%) Degree
2 6 (15.79%) PhD
3 2 (5.26%) Numerate Degree
4 1 (2.63%) Postgraduate
Quality Assurance & Compliance
1 1 (2.63%) Data Quality
1 1 (2.63%) SLA
System Software
1 12 (31.58%) Docker
2 3 (7.89%) VirtualBox
2 3 (7.89%) VMware Infrastructure
3 1 (2.63%) Active Directory
Systems Management
1 5 (13.16%) Kubernetes
2 3 (7.89%) Ansible
2 3 (7.89%) Nagios
2 3 (7.89%) Opscode Chef
2 3 (7.89%) Puppet
2 3 (7.89%) ZABBIX
3 1 (2.63%) Kibana
Vendors
1 6 (15.79%) Google
1 6 (15.79%) Microsoft
2 3 (7.89%) Sonatype
2 3 (7.89%) VMware
3 2 (5.26%) Databricks
4 1 (2.63%) Informatica