Period
to 13 August 2020

The following table provides summary statistics for contract job vacancies advertised in England 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 13 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)
UK > England
6 months to
13 Aug 2020
Same period 2019 Same period 2018
Rank 474 733 820
Rank change year-on-year +259 +87 +4
Contract jobs citing Jupyter 38 84 49
As % of all contract jobs advertised in England 0.13% 0.10% 0.052%
As % of the Application Platforms category 0.85% 0.65% 0.31%
Number of daily rates quoted 32 64 36
Median daily rate £513 £550 £538
Median daily rate % change year-on-year -6.82% +2.33% +26.47%
10th Percentile £428 £422 £383
90th Percentile £600 £743 £625
UK median daily rate £499 £550 £525
% change year-on-year -9.32% +4.76% +5.00%
Number of hourly rates quoted 0 4 0
Median hourly rate - £52.50 -
UK 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 England with a requirement for application platform skills.

All Application Platform Skills
England
Contract vacancies with a requirement for application platform skills 4,492 12,852 15,673
As % of all contract IT jobs advertised in England 14.78% 15.53% 16.75%
Number of daily rates quoted 2,843 8,239 10,347
Median daily rate £475 £475 £455
Median daily rate % change year-on-year - +4.40% +1.11%
10th Percentile £301 £268 £275
90th Percentile £663 £638 £625
UK median daily rate £475 £468 £450
% change year-on-year +1.60% +3.89% +2.86%
Number of hourly rates quoted 131 273 371
Median hourly rate £26.96 £20.83 £21.00
Median hourly rate % change year-on-year +29.43% -0.81% +5.08%
10th Percentile £12.63 £12.00 £12.50
90th Percentile £45.91 £53.75 £53.50
Median hourly rate £28.00 £21.00 £20.50
% change year-on-year +33.33% +2.44% +6.25%

Jupyter
Job Vacancy Trend in England

Job postings citing Jupyter as a proportion of all IT jobs advertised in England.

Job vacancy trend for Jupyter in England

Jupyter
Contractor Daily Rate Trend in England

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

Daily rate trend for Jupyter in England

Jupyter
Daily Rate Histogram in England

Daily rate distribution for jobs citing Jupyter in England over the 6 months to 13 August 2020.

Daily rate histogram for Jupyter in England

Jupyter
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the England region over the 6 months to 13 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
London +200 29 £550 +7.32% 2
South East +164 3 £463 -13.95%
North of England +115 3 £600 +9.09% 1
North West +87 2 £600 -
Midlands - 2 £435 - 1
West Midlands - 2 £435 - 1
East of England +72 1 £475 -20.83%
Yorkshire +68 1 - - 1
Jupyter
UK

For the 6 months to 13 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 England region with a requirement for Jupyter.

1 36 (94.74%) Python
2 22 (57.89%) Agile Software Development
3 20 (52.63%) AWS
4 19 (50.00%) Finance
5 13 (34.21%) Bash Shell
6 12 (31.58%) Software Engineering
6 12 (31.58%) Linux
6 12 (31.58%) Artifactory
7 11 (28.95%) Analytics
7 11 (28.95%) Docker
7 11 (28.95%) Java
7 11 (28.95%) Git (software)
7 11 (28.95%) Visualisation
8 10 (26.32%) Hadoop
8 10 (26.32%) Front Office
8 10 (26.32%) Decision-Making
8 10 (26.32%) Terraform
8 10 (26.32%) Data Science
9 9 (23.68%) Amazon ECS
9 9 (23.68%) OpenShift
9 9 (23.68%) DevOps
9 9 (23.68%) AWS CloudFormation
9 9 (23.68%) Kubernetes
9 9 (23.68%) Asset Management
9 9 (23.68%) Data Analysis
9 9 (23.68%) Scrum
9 9 (23.68%) Fixed Income
9 9 (23.68%) Equities
9 9 (23.68%) Web Services
9 9 (23.68%) SQL

Jupyter
Co-occurring IT Skills in England 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 8 (21.05%) Apache Spark
2 5 (13.16%) Apache Airflow
3 3 (7.89%) Apache
4 1 (2.63%) GeoServer
4 1 (2.63%) SAS
Business Applications
1 1 (2.63%) SAP CRM
1 1 (2.63%) SAP ERP
1 1 (2.63%) SAP IS-U
Cloud Services
1 20 (52.63%) AWS
2 9 (23.68%) Amazon ECS
2 9 (23.68%) Amazon S3
2 9 (23.68%) AWS CloudFormation
2 9 (23.68%) OpenShift
3 8 (21.05%) Amazon EC2
3 8 (21.05%) Amazon SQS
3 8 (21.05%) AWS Lambda
3 8 (21.05%) Serverless
4 6 (15.79%) Azure
5 2 (5.26%) Power Platform
6 1 (2.63%) Amazon EKS
6 1 (2.63%) Cloud Computing
6 1 (2.63%) GCP
Communications & Networking
1 3 (7.89%) DNS
1 3 (7.89%) HTTP
Database & Business Intelligence
1 10 (26.32%) Hadoop
2 8 (21.05%) Amazon RDS
2 8 (21.05%) Amazon Redshift
2 8 (21.05%) Big Data
3 6 (15.79%) Apache Cassandra
3 6 (15.79%) MongoDB
3 6 (15.79%) SQL Server
4 5 (13.16%) Apache Hive
4 5 (13.16%) HBase
4 5 (13.16%) Sqoop
5 4 (10.53%) Impala
6 3 (7.89%) Oracle Reports
7 2 (5.26%) NoSQL
7 2 (5.26%) PostgreSQL
7 2 (5.26%) Power BI
8 1 (2.63%) IBM InfoSphere
8 1 (2.63%) KNIME
8 1 (2.63%) Neo4j
8 1 (2.63%) PowerPivot
8 1 (2.63%) Qlik Sense
Development Applications
1 12 (31.58%) Artifactory
2 11 (28.95%) Git (software)
3 4 (10.53%) GitLab
4 3 (7.89%) Bitbucket
5 1 (2.63%) ERwin
5 1 (2.63%) RStudio
General
1 19 (50.00%) Finance
2 10 (26.32%) Front Office
3 6 (15.79%) Banking
4 3 (7.89%) Public Sector
5 2 (5.26%) Marketing
6 1 (2.63%) Investment Banking
6 1 (2.63%) Pharmaceutical
6 1 (2.63%) Retail
Job Titles
1 11 (28.95%) Python Engineer
2 9 (23.68%) AWS Engineer
2 9 (23.68%) Developer
2 9 (23.68%) DevOps Engineer
3 8 (21.05%) AWS DevOps
3 8 (21.05%) AWS DevOps Engineer
4 7 (18.42%) Python Developer
5 6 (15.79%) Data Engineer
6 5 (13.16%) Architect
6 5 (13.16%) Data Architect
7 4 (10.53%) Big Data Engineer
7 4 (10.53%) Cloud Engineer
8 3 (7.89%) Data Scientist
9 2 (5.26%) Analyst
10 1 (2.63%) Consultant
10 1 (2.63%) Data Analyst
10 1 (2.63%) Data Consultant
10 1 (2.63%) Programmer
10 1 (2.63%) Software Engineer
10 1 (2.63%) Technical Engineer
Libraries, Frameworks & Software Standards
1 9 (23.68%) Matplotlib
1 9 (23.68%) Web Services
2 5 (13.16%) Kafka
2 5 (13.16%) Pandas
3 4 (10.53%) ADO
3 4 (10.53%) PySpark
3 4 (10.53%) Spark Streaming
4 3 (7.89%) ggplot2
4 3 (7.89%) NumPy
4 3 (7.89%) RESTful
4 3 (7.89%) Seaborn
5 2 (5.26%) PyMC3
5 2 (5.26%) PyXLL
6 1 (2.63%) Dask
6 1 (2.63%) Flask
6 1 (2.63%) Keras
6 1 (2.63%) Mapnik
6 1 (2.63%) OpenCV
6 1 (2.63%) PostGIS
6 1 (2.63%) Shiny
Miscellaneous
1 9 (23.68%) Equities
1 9 (23.68%) Fixed Income
2 8 (21.05%) Derivative
3 5 (13.16%) Algorithms
3 5 (13.16%) Analytical Skills
4 4 (10.53%) Enterprise Software
4 4 (10.53%) PMI
5 3 (7.89%) Management Information System
6 2 (5.26%) Data Structures
7 1 (2.63%) Analytical Mindset
7 1 (2.63%) Cyber Defence
7 1 (2.63%) Cyberthreat
7 1 (2.63%) Data Centre
7 1 (2.63%) Foreign Exchange (FX)
7 1 (2.63%) Hedge funds
7 1 (2.63%) Private Cloud
7 1 (2.63%) User Experience
Operating Systems
1 12 (31.58%) Linux
2 8 (21.05%) CentOS
3 3 (7.89%) Unix
4 1 (2.63%) Windows
Processes & Methodologies
1 22 (57.89%) Agile Software Development
2 12 (31.58%) Software Engineering
3 11 (28.95%) Analytics
3 11 (28.95%) Visualisation
4 10 (26.32%) Data Science
4 10 (26.32%) Decision-Making
5 9 (23.68%) Asset Management
5 9 (23.68%) Data Analysis
5 9 (23.68%) DevOps
5 9 (23.68%) Scrum
6 8 (21.05%) Deployment Automation
6 8 (21.05%) Infrastructure Automation
6 8 (21.05%) Mathematics
7 7 (18.42%) Data Visualisation
8 6 (15.79%) Machine Learning
9 5 (13.16%) Data Architecture
9 5 (13.16%) Data Management
9 5 (13.16%) Data Security
9 5 (13.16%) Problem-Solving
10 4 (10.53%) Disaster Recovery
Programming Languages
1 36 (94.74%) Python
2 13 (34.21%) Bash Shell
3 11 (28.95%) Java
4 9 (23.68%) R
4 9 (23.68%) SQL
5 5 (13.16%) CQL
5 5 (13.16%) PL/SQL
5 5 (13.16%) Scala
5 5 (13.16%) T-SQL
6 4 (10.53%) C#
7 1 (2.63%) Go
Qualifications
1 4 (10.53%) PMI Certification
2 2 (5.26%) SC Cleared
2 2 (5.26%) Security Cleared
3 1 (2.63%) Degree
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
2 1 (2.63%) HIPAA
System Software
1 11 (28.95%) Docker
2 4 (10.53%) HDFS
Systems Management
1 10 (26.32%) Terraform
2 9 (23.68%) Kubernetes
3 8 (21.05%) Consul
3 8 (21.05%) Packer
4 4 (10.53%) Hadoop YARN
4 4 (10.53%) Oozie
5 3 (7.89%) Grafana
6 1 (2.63%) Ansible
Vendors
1 6 (15.79%) Oracle
2 5 (13.16%) Cloudera
2 5 (13.16%) Sybase
3 4 (10.53%) Tableau
4 3 (7.89%) Birst
5 2 (5.26%) Informatica
5 2 (5.26%) SAP
6 1 (2.63%) Alteryx
6 1 (2.63%) Clearswift
6 1 (2.63%) IBM
6 1 (2.63%) Microsoft
6 1 (2.63%) MicroStrategy
6 1 (2.63%) Splunk