Period
to 8 August 2020

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 8 August 2020 with a comparison to the same period in the previous 2 years.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 473 669 817
Rank change year-on-year +196 +148 +33
Permanent jobs citing Jupyter 54 70 21
As % of all permanent jobs advertised in London 0.20% 0.12% 0.030%
As % of the Application Platforms category 1.29% 0.78% 0.17%
Number of salaries quoted 45 58 21
Median annual salary £85,000 £75,000 £72,500
Median salary % change year-on-year +13.33% +3.45% +41.46%
10th Percentile £63,750 £60,000 £53,750
90th Percentile £105,000 £119,000 £80,000
England median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% +40.00%

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 4,186 9,000 12,398
As % of all permanent IT jobs advertised in London 15.53% 15.92% 17.77%
Number of salaries quoted 3,301 7,309 9,860
Median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,750 £33,750 £33,750
90th Percentile £100,000 £95,000 £90,000
England median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +5.26%

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 8 August 2020.

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 8 August 2020. 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 - 5 £67,500 -
Central London +123 4 £82,500 +22.22%
Jupyter
England

For the 6 months to 8 August 2020, 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 50 (92.59%) Python
2 41 (75.93%) Data Science
3 31 (57.41%) Apache Spark
4 29 (53.70%) Analytics
5 28 (51.85%) Machine Learning
5 28 (51.85%) NumPy
6 26 (48.15%) Agile Software Development
6 26 (48.15%) Algorithms
7 25 (46.30%) Pandas
8 22 (40.74%) Analytical Skills
8 22 (40.74%) Data Analysis
9 21 (38.89%) Big Data
9 21 (38.89%) Hadoop
9 21 (38.89%) Problem-Solving
10 20 (37.04%) Visualisation
10 20 (37.04%) Finance
11 19 (35.19%) AWS
11 19 (35.19%) Statistics
11 19 (35.19%) Degree
12 16 (29.63%) Data Analytics
12 16 (29.63%) Predictive Modelling
12 16 (29.63%) SQL
13 15 (27.78%) Data Visualisation
13 15 (27.78%) HBase
14 14 (25.93%) Java
14 14 (25.93%) Stakeholder Management
14 14 (25.93%) Front Office
15 13 (24.07%) Scala
15 13 (24.07%) Cloud Computing
15 13 (24.07%) scikit-learn

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 31 (57.41%) Apache Spark
2 9 (16.67%) Apache Airflow
3 1 (1.85%) Apache
3 1 (1.85%) Apache Pig
3 1 (1.85%) Elasticsearch
Applications
1 1 (1.85%) S-PLUS
Business Applications
1 5 (9.26%) SAP CRM
1 5 (9.26%) SAP ERP
1 5 (9.26%) SAP IS-U
Cloud Services
1 19 (35.19%) AWS
2 13 (24.07%) Cloud Computing
3 8 (14.81%) Azure
3 8 (14.81%) GCP
4 7 (12.96%) Amazon EMR
4 7 (12.96%) Amazon S3
5 5 (9.26%) AWS Data Pipeline
6 4 (7.41%) Amazon EKS
6 4 (7.41%) Amazon SageMaker
7 3 (5.56%) Amazon ECS
7 3 (5.56%) Power Platform
7 3 (5.56%) Serverless
8 2 (3.70%) Amazon EC2
9 1 (1.85%) AWS Lambda
9 1 (1.85%) IaaS
9 1 (1.85%) PaaS
Database & Business Intelligence
1 21 (38.89%) Big Data
1 21 (38.89%) Hadoop
2 15 (27.78%) HBase
3 8 (14.81%) Impala
4 7 (12.96%) Apache Hive
5 6 (11.11%) Data Mining
6 5 (9.26%) SQL Server
7 4 (7.41%) BigQuery
7 4 (7.41%) Sqoop
8 3 (5.56%) Amazon DynamoDB
8 3 (5.56%) MongoDB
8 3 (5.56%) NoSQL
8 3 (5.56%) PostgreSQL
8 3 (5.56%) Power BI
9 2 (3.70%) Apache Zeppelin
9 2 (3.70%) BusinessObjects
9 2 (3.70%) Data Warehouse
9 2 (3.70%) Flink
10 1 (1.85%) Apache Cassandra
10 1 (1.85%) DB2
Development Applications
1 6 (11.11%) Git (software)
2 4 (7.41%) Artifactory
2 4 (7.41%) GitLab
3 2 (3.70%) JIRA
3 2 (3.70%) MLflow
General
1 20 (37.04%) Finance
2 14 (25.93%) Front Office
3 6 (11.11%) Marketing
4 4 (7.41%) Banking
4 4 (7.41%) Retail
5 2 (3.70%) Investment Banking
6 1 (1.85%) Legal
Job Titles
1 20 (37.04%) Data Scientist
2 15 (27.78%) Senior Data Scientist
3 12 (22.22%) Data Engineer
4 10 (18.52%) Developer
5 8 (14.81%) Python Developer
5 8 (14.81%) Python Engineer
6 7 (12.96%) Senior Developer
7 5 (9.26%) Analytics Developer
7 5 (9.26%) Architect
7 5 (9.26%) Front Office Developer
7 5 (9.26%) Senior Python Developer
8 4 (7.41%) Big Data Engineer
8 4 (7.41%) Cloud Engineer
8 4 (7.41%) Senior Data Engineer
9 3 (5.56%) Data Architect
9 3 (5.56%) Principal Architect
9 3 (5.56%) Principal Data Architect
9 3 (5.56%) Principal Engineer
10 2 (3.70%) MicroStrategy Developer
10 2 (3.70%) Senior Architect
Libraries, Frameworks & Software Standards
1 28 (51.85%) NumPy
2 25 (46.30%) Pandas
3 13 (24.07%) Flask
3 13 (24.07%) scikit-learn
4 9 (16.67%) Kafka
4 9 (16.67%) SciPy
5 8 (14.81%) AngularJS
5 8 (14.81%) React
6 6 (11.11%) PySpark
7 5 (9.26%) Natural Language Processing
7 5 (9.26%) REST
7 5 (9.26%) Web Services
8 4 (7.41%) ADO
8 4 (7.41%) Akka
8 4 (7.41%) Django
8 4 (7.41%) Spark Streaming
9 3 (5.56%) D3.js
9 3 (5.56%) Node.js
10 2 (3.70%) HTML5
10 2 (3.70%) Matplotlib
Miscellaneous
1 26 (48.15%) Algorithms
2 22 (40.74%) Analytical Skills
3 8 (14.81%) Pricing Data
4 5 (9.26%) Analytical Mindset
4 5 (9.26%) Greenfield Project
4 5 (9.26%) Hedge funds
5 4 (7.41%) Enterprise Software
5 4 (7.41%) PMI
5 4 (7.41%) User Experience
6 3 (5.56%) Self-Motivation
7 2 (3.70%) Foreign Exchange (FX)
8 1 (1.85%) Data Structures
8 1 (1.85%) Management Information System
Operating Systems
1 2 (3.70%) Unix
Processes & Methodologies
1 41 (75.93%) Data Science
2 29 (53.70%) Analytics
3 28 (51.85%) Machine Learning
4 26 (48.15%) Agile Software Development
5 22 (40.74%) Data Analysis
6 21 (38.89%) Problem-Solving
7 20 (37.04%) Visualisation
8 19 (35.19%) Statistics
9 16 (29.63%) Data Analytics
9 16 (29.63%) Predictive Modelling
10 15 (27.78%) Data Visualisation
11 14 (25.93%) Stakeholder Management
12 12 (22.22%) Mathematics
13 11 (20.37%) Data Engineering
14 10 (18.52%) OO
15 8 (14.81%) Probability Theory
16 7 (12.96%) Decision-Making
17 6 (11.11%) Computer Science
17 6 (11.11%) Statistical Modelling
18 5 (9.26%) Security Architecture
Programming Languages
1 50 (92.59%) Python
2 16 (29.63%) SQL
3 14 (25.93%) Java
4 13 (24.07%) Scala
5 8 (14.81%) C#
5 8 (14.81%) JavaScript
6 6 (11.11%) C++
6 6 (11.11%) R
7 3 (5.56%) C
7 3 (5.56%) Haskell
8 2 (3.70%) MATLAB
9 1 (1.85%) Cython
9 1 (1.85%) Go
Qualifications
1 19 (35.19%) Degree
2 5 (9.26%) Numerate Degree
3 4 (7.41%) Computer Science Degree
3 4 (7.41%) PhD
3 4 (7.41%) PMI Certification
4 3 (5.56%) AWS Certification
Quality Assurance & Compliance
1 2 (3.70%) QA
System Software
1 11 (20.37%) Docker
2 4 (7.41%) HDFS
Systems Management
1 11 (20.37%) Kubernetes
2 7 (12.96%) Terraform
3 4 (7.41%) Hadoop YARN
3 4 (7.41%) Oozie
4 3 (5.56%) Kibana
Vendors
1 5 (9.26%) SAP
1 5 (9.26%) Tableau
2 4 (7.41%) Cloudera
3 3 (5.56%) Microsoft
4 2 (3.70%) EXASOL
4 2 (3.70%) MicroStrategy
4 2 (3.70%) Oracle
4 2 (3.70%) Sybase
5 1 (1.85%) Alias
5 1 (1.85%) BT
5 1 (1.85%) Teradata