Period
to 1 August 2021

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 1 August 2021 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 607 485 687
Rank change year-on-year -122 +202 +151
Permanent jobs citing Jupyter 67 58 72
As % of all permanent jobs advertised in London 0.15% 0.21% 0.13%
As % of the Application Platforms category 1.01% 1.33% 0.79%
Number of salaries quoted 15 46 61
10th Percentile £46,250 £59,625 "
25th Percentile £47,500 £70,000 £60,000
Median annual salary (50th Percentile) £70,000 £85,000 £75,000
Median % change year-on-year -17.65% +13.33% +7.14%
75th Percentile £77,500 £100,000 £100,000
90th Percentile £91,750 £105,000 £122,500
England median annual salary £60,000 £77,500 £75,000
% change year-on-year -22.58% +3.33% +13.21%

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 6,617 4,360 9,076
As % of all permanent IT jobs advertised in London 14.66% 15.47% 15.96%
Number of salaries quoted 4,265 3,481 7,445
10th Percentile £41,250 £38,750 £34,000
25th Percentile £50,000 £48,750 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +4.17%
75th Percentile £85,000 £83,750 £80,000
90th Percentile £100,000 £100,000 £95,000
England median annual salary £55,000 £53,500 £51,500
% change year-on-year +2.80% +3.88% +3.00%

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 1 August 2021.

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 1 August 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
South London -4 4 £47,500 -29.63%
Central London -19 2 £90,000 +9.09% 1
Jupyter
England

For the 6 months to 1 August 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 London region with a requirement for Jupyter.

1 65 (97.01%) Python
2 46 (68.66%) Pandas
3 43 (64.18%) NumPy
4 37 (55.22%) Machine Learning
5 36 (53.73%) Data Science
6 35 (52.24%) Algorithms
7 31 (46.27%) SQL
8 30 (44.78%) scikit-learn
9 26 (38.81%) Apache Spark
10 24 (35.82%) Analytical Skills
10 24 (35.82%) Java
10 24 (35.82%) AWS
11 23 (34.33%) Social Skills
12 22 (32.84%) Retail
12 22 (32.84%) Software Engineering
13 21 (31.34%) Pair Programming
13 21 (31.34%) Blog
14 20 (29.85%) Degree
14 20 (29.85%) Problem-Solving
15 18 (26.87%) Docker
15 18 (26.87%) Computer Science
15 18 (26.87%) Hadoop
16 17 (25.37%) Logistics
17 16 (23.88%) Maven
17 16 (23.88%) PhD
18 15 (22.39%) SciPy
18 15 (22.39%) GitLab
18 15 (22.39%) Java 8
18 15 (22.39%) Digital Twin
18 15 (22.39%) Numerate Degree

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 26 (38.81%) Apache Spark
2 6 (8.96%) Apache Airflow
3 5 (7.46%) Apache
4 4 (5.97%) Elasticsearch
5 1 (1.49%) Confluence
Cloud Services
1 24 (35.82%) AWS
2 14 (20.90%) Azure
3 12 (17.91%) GCP
4 8 (11.94%) Amazon SQS
5 7 (10.45%) GitHub
6 6 (8.96%) Amazon CloudWatch
6 6 (8.96%) Amazon ELB
6 6 (8.96%) Google Docs
6 6 (8.96%) Loggly
6 6 (8.96%) Trello
7 3 (4.48%) Amazon S3
8 2 (2.99%) Amazon Kinesis
8 2 (2.99%) AWS Step Functions
9 1 (1.49%) Amazon EMR
9 1 (1.49%) Amazon SageMaker
9 1 (1.49%) Snowflake
9 1 (1.49%) Stackdriver
Communications & Networking
1 5 (7.46%) HTTP
Database & Business Intelligence
1 18 (26.87%) Hadoop
2 12 (17.91%) Big Data
3 8 (11.94%) Impala
4 7 (10.45%) Apache Hive
4 7 (10.45%) Data Mining
4 7 (10.45%) InfluxDB
5 6 (8.96%) PostgreSQL
6 4 (5.97%) Data Lake
6 4 (5.97%) Metadata
6 4 (5.97%) NoSQL
7 3 (4.48%) Apache Zeppelin
7 3 (4.48%) BigQuery
8 2 (2.99%) Amazon DynamoDB
8 2 (2.99%) KDB
8 2 (2.99%) Kdb+
8 2 (2.99%) Relational Database
8 2 (2.99%) Tableau
9 1 (1.49%) Amazon RDS
9 1 (1.49%) Data Warehouse
9 1 (1.49%) RDBMS
Development Applications
1 16 (23.88%) Maven
2 15 (22.39%) GitLab
3 10 (14.93%) Git (software)
4 8 (11.94%) CircleCI
4 8 (11.94%) Jenkins
5 7 (10.45%) Octopus Deploy
6 5 (7.46%) JUnit
6 5 (7.46%) Mockito
7 3 (4.48%) JIRA
8 1 (1.49%) MLflow
8 1 (1.49%) TeamCity
General
1 24 (35.82%) Analytical Skills
2 23 (34.33%) Social Skills
3 22 (32.84%) Retail
4 13 (19.40%) Finance
5 1 (1.49%) Law
5 1 (1.49%) Legal
Job Titles
1 23 (34.33%) Data Scientist
2 16 (23.88%) Developer
2 16 (23.88%) Software Engineer
3 15 (22.39%) Java Engineer
3 15 (22.39%) Java Software Engineer
4 8 (11.94%) Java Developer
5 5 (7.46%) Apache Spark Developer
5 5 (7.46%) AWS Developer
5 5 (7.46%) Backend Developer
6 4 (5.97%) Machine Learning Scientist
7 3 (4.48%) Data Engineer
7 3 (4.48%) Senior Data Scientist
8 2 (2.99%) Machine Learning Engineer
8 2 (2.99%) Senior Developer
8 2 (2.99%) Senior Systems Engineer
8 2 (2.99%) Team Leader
9 1 (1.49%) Data Manager
9 1 (1.49%) Operations Engineer
9 1 (1.49%) Python Developer
9 1 (1.49%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 46 (68.66%) Pandas
2 43 (64.18%) NumPy
3 30 (44.78%) scikit-learn
4 15 (22.39%) SciPy
5 10 (14.93%) REST
6 9 (13.43%) Django
7 8 (11.94%) Dask
8 7 (10.45%) Matplotlib
8 7 (10.45%) React
8 7 (10.45%) Seaborn
9 6 (8.96%) Celery
9 6 (8.96%) RabbitMQ
9 6 (8.96%) React Native
9 6 (8.96%) Redux
9 6 (8.96%) Sass
10 3 (4.48%) Kafka
10 3 (4.48%) PySpark
10 3 (4.48%) Spring Boot
10 3 (4.48%) Web Services
11 2 (2.99%) FIX Protocol
Miscellaneous
1 35 (52.24%) Algorithms
2 21 (31.34%) Blog
3 8 (11.94%) User Experience
4 7 (10.45%) Podcast
5 6 (8.96%) Mobile App
6 5 (7.46%) Greenfield Project
6 5 (7.46%) Management Information System
6 5 (7.46%) Renewable Energy
6 5 (7.46%) Smart Meter
7 3 (4.48%) Robotics
8 2 (2.99%) Data Structures
9 1 (1.49%) Credit Risk
9 1 (1.49%) Market Risk
Operating Systems
1 7 (10.45%) Unix
Processes & Methodologies
1 37 (55.22%) Machine Learning
2 36 (53.73%) Data Science
3 22 (32.84%) Software Engineering
4 21 (31.34%) Pair Programming
5 20 (29.85%) Problem-Solving
6 18 (26.87%) Computer Science
7 17 (25.37%) Logistics
8 15 (22.39%) Digital Twin
9 14 (20.90%) Experimental Design
9 14 (20.90%) Statistics
10 13 (19.40%) Visualisation
11 12 (17.91%) Agile Software Development
12 10 (14.93%) Open Source
13 9 (13.43%) ETL
13 9 (13.43%) Scrum
13 9 (13.43%) Statistical Analysis
14 8 (11.94%) Analytics
14 8 (11.94%) Data Cleansing
14 8 (11.94%) Task Automation
15 7 (10.45%) Exploratory Analysis
Programming Languages
1 65 (97.01%) Python
2 31 (46.27%) SQL
3 24 (35.82%) Java
4 15 (22.39%) Java 8
5 11 (16.42%) Scala
6 7 (10.45%) Shell Script
7 4 (5.97%) R
8 2 (2.99%) C
9 1 (1.49%) JavaScript
9 1 (1.49%) PL/SQL
9 1 (1.49%) T-SQL
Qualifications
1 20 (29.85%) Degree
2 16 (23.88%) PhD
3 15 (22.39%) Computer Science Degree
3 15 (22.39%) Numerate Degree
Quality Assurance & Compliance
1 3 (4.48%) QA
2 1 (1.49%) Data Quality
System Software
1 18 (26.87%) Docker
Systems Management
1 9 (13.43%) Kubernetes
2 6 (8.96%) Consul
2 6 (8.96%) Packer
2 6 (8.96%) Terraform
3 2 (2.99%) Kubeflow
Vendors
1 10 (14.93%) Google
2 8 (11.94%) Microsoft
3 7 (10.45%) Samsung
4 2 (2.99%) Bloomberg
4 2 (2.99%) Sybase
4 2 (2.99%) TIBCO
5 1 (1.49%) Cloudera