Period
to 5 August 2020

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 5 August 2020 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
5 Aug 2020
Same period 2019 Same period 2018
Rank 351 555 591
Rank change year-on-year +204 +36 +8
Contract jobs citing Jupyter 28 37 30
As % of all contract jobs advertised in London 0.18% 0.092% 0.065%
As % of the Application Platforms category 1.20% 0.58% 0.38%
Number of daily rates quoted 22 32 27
Median daily rate £550 £513 £550
Median daily rate % change year-on-year +7.32% -6.82% -4.35%
10th Percentile £450 £419 £458
90th Percentile £634 £661 £688
England median daily rate £500 £550 £539
% change year-on-year -9.09% +2.14% -6.35%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate - £52.50 -

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 2,329 6,325 7,967
As % of all contract IT jobs advertised in London 15.06% 15.81% 17.39%
Number of daily rates quoted 1,485 4,361 5,646
Median daily rate £500 £513 £500
Median daily rate % change year-on-year -2.44% +2.50% +5.26%
10th Percentile £315 £308 £300
90th Percentile £713 £675 £650
England median daily rate £475 £475 £451
% change year-on-year - +5.44% +0.11%
Number of hourly rates quoted 32 56 93
Median hourly rate £35.00 £24.50 £21.25
Median hourly rate % change year-on-year +42.86% +15.29% +11.84%
10th Percentile £21.60 £15.42 £13.80
90th Percentile £57.15 £53.13 £57.50
Median hourly rate £24.55 £20.50 £20.75
% change year-on-year +19.76% -1.20% +5.64%

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 5 August 2020.

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 5 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East London - 5 £498 -
Central London +124 4 £450 -18.18%
Jupyter
England

For the 6 months to 5 August 2020, 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 27 (96.43%) Python
2 18 (64.29%) Agile Software Development
3 17 (60.71%) AWS
4 14 (50.00%) Finance
5 12 (42.86%) Bash Shell
6 11 (39.29%) Artifactory
7 10 (35.71%) Software Engineering
7 10 (35.71%) Linux
7 10 (35.71%) Java
8 9 (32.14%) Front Office
8 9 (32.14%) Terraform
8 9 (32.14%) Decision-Making
9 8 (28.57%) Amazon ECS
9 8 (28.57%) AWS CloudFormation
9 8 (28.57%) Kubernetes
9 8 (28.57%) Web Services
9 8 (28.57%) Asset Management
9 8 (28.57%) Scrum
9 8 (28.57%) Fixed Income
9 8 (28.57%) Equities
9 8 (28.57%) Analytics
9 8 (28.57%) OpenShift
9 8 (28.57%) Docker
9 8 (28.57%) DevOps
9 8 (28.57%) Git (software)
9 8 (28.57%) Amazon S3
10 7 (25.00%) Amazon EC2
10 7 (25.00%) CentOS
10 7 (25.00%) Hadoop
10 7 (25.00%) Amazon Redshift

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 7 (25.00%) Apache Spark
2 5 (17.86%) Apache Airflow
3 3 (10.71%) Apache
Cloud Services
1 17 (60.71%) AWS
2 8 (28.57%) Amazon ECS
2 8 (28.57%) Amazon S3
2 8 (28.57%) AWS CloudFormation
2 8 (28.57%) OpenShift
3 7 (25.00%) Amazon EC2
3 7 (25.00%) Amazon SQS
3 7 (25.00%) AWS Lambda
3 7 (25.00%) Serverless
4 6 (21.43%) Azure
5 1 (3.57%) Amazon EKS
5 1 (3.57%) GCP
5 1 (3.57%) Power Platform
Communications & Networking
1 3 (10.71%) DNS
1 3 (10.71%) HTTP
Database & Business Intelligence
1 7 (25.00%) Amazon RDS
1 7 (25.00%) Amazon Redshift
1 7 (25.00%) Big Data
1 7 (25.00%) Hadoop
2 5 (17.86%) Apache Cassandra
2 5 (17.86%) MongoDB
2 5 (17.86%) SQL Server
3 4 (14.29%) Apache Hive
3 4 (14.29%) HBase
3 4 (14.29%) Impala
3 4 (14.29%) Sqoop
4 3 (10.71%) Oracle Reports
5 1 (3.57%) KDB
5 1 (3.57%) KNIME
5 1 (3.57%) NoSQL
5 1 (3.57%) Power BI
5 1 (3.57%) PowerPivot
Development Applications
1 11 (39.29%) Artifactory
2 8 (28.57%) Git (software)
3 4 (14.29%) GitLab
4 3 (10.71%) Bitbucket
5 1 (3.57%) RStudio
General
1 14 (50.00%) Finance
2 9 (32.14%) Front Office
3 5 (17.86%) Banking
4 1 (3.57%) Investment Banking
4 1 (3.57%) Marketing
4 1 (3.57%) Pharmaceutical
Job Titles
1 9 (32.14%) Python Engineer
2 8 (28.57%) AWS Engineer
2 8 (28.57%) DevOps Engineer
3 7 (25.00%) AWS DevOps
3 7 (25.00%) AWS DevOps Engineer
3 7 (25.00%) Developer
4 6 (21.43%) Python Developer
5 5 (17.86%) Data Engineer
6 4 (14.29%) Architect
6 4 (14.29%) Big Data Engineer
6 4 (14.29%) Cloud Engineer
6 4 (14.29%) Data Architect
7 1 (3.57%) Analyst
7 1 (3.57%) Business Data Analyst
7 1 (3.57%) Data Analyst
7 1 (3.57%) Development Engineer
7 1 (3.57%) Platform Engineer
7 1 (3.57%) Product Analyst
7 1 (3.57%) Technical Developer
7 1 (3.57%) Technical Engineer
Libraries, Frameworks & Software Standards
1 8 (28.57%) Web Services
2 4 (14.29%) ADO
2 4 (14.29%) Kafka
2 4 (14.29%) Matplotlib
2 4 (14.29%) Pandas
2 4 (14.29%) PySpark
2 4 (14.29%) Spark Streaming
3 3 (10.71%) ggplot2
3 3 (10.71%) RESTful
3 3 (10.71%) Seaborn
4 2 (7.14%) NumPy
4 2 (7.14%) PyMC3
4 2 (7.14%) PyXLL
5 1 (3.57%) Flask
5 1 (3.57%) HTML
5 1 (3.57%) HTML5
5 1 (3.57%) JSON
Miscellaneous
1 8 (28.57%) Equities
1 8 (28.57%) Fixed Income
2 7 (25.00%) Derivative
3 4 (14.29%) Algorithms
3 4 (14.29%) Enterprise Software
3 4 (14.29%) PMI
4 3 (10.71%) Analytical Skills
4 3 (10.71%) Management Information System
5 1 (3.57%) Data Centre
5 1 (3.57%) Data Structures
5 1 (3.57%) Foreign Exchange (FX)
5 1 (3.57%) Hedge funds
5 1 (3.57%) Private Cloud
5 1 (3.57%) User Experience
Operating Systems
1 10 (35.71%) Linux
2 7 (25.00%) CentOS
3 3 (10.71%) Unix
Processes & Methodologies
1 18 (64.29%) Agile Software Development
2 10 (35.71%) Software Engineering
3 9 (32.14%) Decision-Making
4 8 (28.57%) Analytics
4 8 (28.57%) Asset Management
4 8 (28.57%) DevOps
4 8 (28.57%) Scrum
5 7 (25.00%) Data Science
5 7 (25.00%) Deployment Automation
5 7 (25.00%) Infrastructure Automation
6 6 (21.43%) Visualisation
7 5 (17.86%) Data Analysis
7 5 (17.86%) Data Visualisation
8 4 (14.29%) Data Management
8 4 (14.29%) Data Security
8 4 (14.29%) Disaster Recovery
8 4 (14.29%) DNA
8 4 (14.29%) High Availability
8 4 (14.29%) Mathematics
8 4 (14.29%) Workflow
Programming Languages
1 27 (96.43%) Python
2 12 (42.86%) Bash Shell
3 10 (35.71%) Java
4 7 (25.00%) SQL
5 6 (21.43%) R
6 5 (17.86%) CQL
6 5 (17.86%) PL/SQL
6 5 (17.86%) T-SQL
7 4 (14.29%) C#
7 4 (14.29%) Scala
8 1 (3.57%) Go
Qualifications
1 4 (14.29%) PMI Certification
2 1 (3.57%) Degree
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) HIPAA
System Software
1 8 (28.57%) Docker
2 4 (14.29%) HDFS
Systems Management
1 9 (32.14%) Terraform
2 8 (28.57%) Kubernetes
3 7 (25.00%) Consul
3 7 (25.00%) Packer
4 4 (14.29%) Hadoop YARN
4 4 (14.29%) Oozie
5 3 (10.71%) Grafana
6 1 (3.57%) Ansible
Vendors
1 5 (17.86%) Oracle
1 5 (17.86%) Sybase
2 4 (14.29%) Cloudera
3 3 (10.71%) Birst
3 3 (10.71%) Tableau
4 1 (3.57%) Alteryx