Period
to 27 January 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Jupyter skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Jupyter over the 6 months to 27 January 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Jupyter (JupyterHub, JupyterLab)
England > London
6 months to
27 Jan 2021
Same period 2020 Same period 2019
Rank 369 457 590
Rank change year-on-year +88 +133 +19
Contract jobs citing Jupyter 41 52 32
As % of all contract jobs advertised in London 0.23% 0.17% 0.073%
As % of the Application Platforms category 1.55% 1.17% 0.43%
Number of daily rates quoted 25 45 22
Median daily rate £450 £475 £508
Median daily rate % change year-on-year -5.26% -6.40% -11.74%
10th Percentile £325 £378 £402
90th Percentile £688 £713 £636
England median daily rate £550 £530 £525
% change year-on-year +3.77% +0.95% -0.76%
Number of hourly rates quoted 1 0 0
Median hourly rate £55.00 - -
England median hourly rate £55.00 - -

Jupyter is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 2,648 4,433 7,429
As % of all contract IT jobs advertised in London 14.63% 14.90% 16.97%
Number of daily rates quoted 1,874 3,169 5,306
Median daily rate £500 £500 £505
Median daily rate % change year-on-year - -0.99% +1.00%
10th Percentile £305 £275 £304
90th Percentile £688 £675 £675
England median daily rate £475 £450 £475
% change year-on-year +5.56% -5.26% +5.56%
Number of hourly rates quoted 22 46 52
Median hourly rate £36.25 £23.75 £23.50
Median hourly rate % change year-on-year +52.63% +1.06% +13.50%
10th Percentile £20.13 £15.00 £13.00
90th Percentile £54.88 £49.31 £41.23
Median hourly rate £25.50 £19.00 £18.76
% change year-on-year +34.21% +1.28% -1.26%

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
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Jupyter in London.

Daily rate trend for Jupyter in London

Jupyter
Daily Rate Histogram in London

Daily rate distribution for jobs citing Jupyter in London over the 6 months to 27 January 2021.

Daily rate histogram for Jupyter in London

Jupyter
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the London region over the 6 months to 27 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +78 4 £675 +35.00% 2
South London - 3 £425 -
Jupyter
England

For the 6 months to 27 January 2021, IT contractor 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 contract job ads across the London region with a requirement for Jupyter.

1 41 (100.00%) Python
2 25 (60.98%) Data Science
3 23 (56.10%) Agile Software Development
4 22 (53.66%) SQL
5 20 (48.78%) AWS
5 20 (48.78%) Pandas
6 19 (46.34%) NumPy
7 18 (43.90%) DevOps
8 17 (41.46%) Data Engineering
8 17 (41.46%) Analytics
9 16 (39.02%) Machine Learning
9 16 (39.02%) Finance
10 15 (36.59%) Azure
10 15 (36.59%) Analytical Skills
11 14 (34.15%) JIRA
12 13 (31.71%) Mathematics
12 13 (31.71%) Linux
13 12 (29.27%) RDBMS
13 12 (29.27%) Visualisation
13 12 (29.27%) Big Data
13 12 (29.27%) Alteryx
13 12 (29.27%) Relational Database
13 12 (29.27%) Dataiku
14 11 (26.83%) GCP
14 11 (26.83%) E-Commerce
15 10 (24.39%) Bash Shell
15 10 (24.39%) Kubernetes
15 10 (24.39%) Data Munging
16 9 (21.95%) Docker
16 9 (21.95%) Deep Learning

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 9 (21.95%) Apache Spark
2 5 (12.20%) Confluence
Applications
1 3 (7.32%) Microsoft Excel
Business Applications
1 1 (2.44%) SAP CRM
1 1 (2.44%) SAP ERP
1 1 (2.44%) SAP IS-U
Cloud Services
1 20 (48.78%) AWS
2 15 (36.59%) Azure
3 11 (26.83%) GCP
4 8 (19.51%) Amazon SageMaker
5 7 (17.07%) AWS CloudFormation
6 6 (14.63%) Virtual Private Cloud
7 5 (12.20%) Serverless
8 4 (9.76%) AWS CodeBuild
8 4 (9.76%) AWS CodePipeline
9 3 (7.32%) Amazon EC2
9 3 (7.32%) Amazon ECS
9 3 (7.32%) Amazon S3
9 3 (7.32%) Amazon SQS
9 3 (7.32%) AWS Lambda
9 3 (7.32%) Azure Machine Learning
9 3 (7.32%) OpenShift
9 3 (7.32%) Power Platform
10 2 (4.88%) Apigee
10 2 (4.88%) GitHub
11 1 (2.44%) Cloud Computing
Communications & Networking
1 5 (12.20%) VPN
2 2 (4.88%) InfiniBand
2 2 (4.88%) SSH
Database & Business Intelligence
1 12 (29.27%) Big Data
1 12 (29.27%) RDBMS
1 12 (29.27%) Relational Database
2 6 (14.63%) Apache Hive
2 6 (14.63%) Hadoop
3 5 (12.20%) Amazon QuickSight
4 4 (9.76%) NoSQL
5 3 (7.32%) Amazon RDS
5 3 (7.32%) Amazon Redshift
5 3 (7.32%) Power BI
5 3 (7.32%) Tableau
6 2 (4.88%) Cloud Spanner
6 2 (4.88%) KDB
6 2 (4.88%) MongoDB
7 1 (2.44%) Data Mining
7 1 (2.44%) Flink
Development Applications
1 14 (34.15%) JIRA
2 6 (14.63%) Jenkins
3 3 (7.32%) Artifactory
4 2 (4.88%) Cucumber
4 2 (4.88%) Gatling
4 2 (4.88%) GitLab
4 2 (4.88%) JMeter
4 2 (4.88%) JUnit
4 2 (4.88%) Mocha
4 2 (4.88%) PyUnit
4 2 (4.88%) RStudio
5 1 (2.44%) Gerrit
5 1 (2.44%) Git (software)
5 1 (2.44%) PyCharm
General
1 16 (39.02%) Finance
2 7 (17.07%) Pharmaceutical
3 5 (12.20%) Front Office
3 5 (12.20%) Retail
4 3 (7.32%) Public Sector
5 2 (4.88%) Banking
Job Titles
1 11 (26.83%) Data Scientist
2 9 (21.95%) AWS Engineer
2 9 (21.95%) Data Engineer
3 7 (17.07%) Developer
4 6 (14.63%) Python Engineer
5 4 (9.76%) Cloud Engineer
6 3 (7.32%) AWS DevOps
6 3 (7.32%) AWS DevOps Engineer
6 3 (7.32%) DevOps Engineer
6 3 (7.32%) Systems Engineer
7 2 (4.88%) Administrator
7 2 (4.88%) Cloud Developer
7 2 (4.88%) Consultant
7 2 (4.88%) Full Stack Developer
7 2 (4.88%) Java Developer
7 2 (4.88%) Linux Administrator
7 2 (4.88%) Linux Systems Administrator
7 2 (4.88%) Python Developer
7 2 (4.88%) Senior Developer
7 2 (4.88%) Systems Administrator
Libraries, Frameworks & Software Standards
1 20 (48.78%) Pandas
2 19 (46.34%) NumPy
3 8 (19.51%) scikit-learn
4 7 (17.07%) PySpark
5 5 (12.20%) SciPy
5 5 (12.20%) TensorFlow
6 4 (9.76%) HTML
6 4 (9.76%) HTML5
6 4 (9.76%) Matplotlib
7 3 (7.32%) Web Services
8 2 (4.88%) CSS
8 2 (4.88%) Flask
8 2 (4.88%) GraphQL
8 2 (4.88%) Kafka
8 2 (4.88%) Node.js
8 2 (4.88%) PyTorch
8 2 (4.88%) React
8 2 (4.88%) Spring
8 2 (4.88%) Spring Boot
8 2 (4.88%) Swagger
Miscellaneous
1 15 (36.59%) Analytical Skills
2 6 (14.63%) FMCG
3 5 (12.20%) Equities
3 5 (12.20%) Fixed Income
4 4 (9.76%) Algorithms
5 3 (7.32%) Derivative
6 2 (4.88%) Data Structures
6 2 (4.88%) Foreign Exchange (FX)
7 1 (2.44%) Analytical Mindset
7 1 (2.44%) NHS
Operating Systems
1 13 (31.71%) Linux
2 5 (12.20%) CentOS
3 2 (4.88%) Unix
4 1 (2.44%) Windows
Processes & Methodologies
1 25 (60.98%) Data Science
2 23 (56.10%) Agile Software Development
3 18 (43.90%) DevOps
4 17 (41.46%) Analytics
4 17 (41.46%) Data Engineering
5 16 (39.02%) Machine Learning
6 13 (31.71%) Mathematics
7 12 (29.27%) Visualisation
8 11 (26.83%) E-Commerce
9 10 (24.39%) Data Munging
10 9 (21.95%) Deep Learning
11 7 (17.07%) Scrum
11 7 (17.07%) Statistics
12 6 (14.63%) Kanban
12 6 (14.63%) Risk Analytics
13 5 (12.20%) Data Visualisation
13 5 (12.20%) Insurtech
13 5 (12.20%) Software Engineering
14 4 (9.76%) Decision-Making
14 4 (9.76%) Infrastructure Automation
Programming Languages
1 41 (100.00%) Python
2 22 (53.66%) SQL
3 10 (24.39%) Bash Shell
4 7 (17.07%) Java
4 7 (17.07%) R
5 5 (12.20%) Shell Script
6 3 (7.32%) JavaScript
6 3 (7.32%) VBA
7 2 (4.88%) Go
7 2 (4.88%) Java 8
8 1 (2.44%) C#
8 1 (2.44%) Gremlin
8 1 (2.44%) PL/SQL
8 1 (2.44%) Scala
Qualifications
1 5 (12.20%) AWS Certification
2 2 (4.88%) Degree
Quality Assurance & Compliance
1 2 (4.88%) QA
System Software
1 9 (21.95%) Docker
2 5 (12.20%) Active Directory Lightweight Directory Services
3 2 (4.88%) GPFS
3 2 (4.88%) NFS
4 1 (2.44%) Virtual Machines
Systems Management
1 10 (24.39%) Kubernetes
2 9 (21.95%) Terraform
3 6 (14.63%) Ansible
4 3 (7.32%) Consul
4 3 (7.32%) Packer
Vendors
1 12 (29.27%) Alteryx
1 12 (29.27%) Dataiku
2 4 (9.76%) Hortonworks
3 3 (7.32%) Sage
4 2 (4.88%) Confluent
4 2 (4.88%) Dell
4 2 (4.88%) Fujitsu
4 2 (4.88%) SGI
5 1 (2.44%) Cognos
5 1 (2.44%) Google
5 1 (2.44%) IBM
5 1 (2.44%) Oracle
5 1 (2.44%) SAP