Period
to 6 April 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 6 April 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
6 Apr 2020
Same period 2019 Same period 2018
Rank 592 746 776
Rank change year-on-year +154 +30 +14
Contract jobs citing Jupyter 74 87 85
As % of all contract jobs advertised in England 0.13% 0.098% 0.091%
As % of the Application Platforms category 0.93% 0.61% 0.55%
Number of daily rates quoted 67 63 72
Median daily rate £500 £525 £529
Median daily rate % change year-on-year -4.76% -0.74% -8.01%
10th Percentile £408 £419 £339
90th Percentile £675 £656 £775
UK median daily rate £500 £525 £527
% change year-on-year -4.76% -0.38% -8.35%
Number of hourly rates quoted 0 1 0
Median hourly rate - £57.50 -
UK median hourly rate - £57.50 -

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 7,925 14,287 15,368
As % of all contract IT jobs advertised in England 14.26% 16.12% 16.46%
Number of daily rates quoted 5,088 9,297 10,248
Median daily rate £473 £475 £455
Median daily rate % change year-on-year -0.53% +4.40% +7.06%
10th Percentile £263 £290 £271
90th Percentile £650 £638 £625
UK median daily rate £463 £475 £450
% change year-on-year -2.63% +5.56% +5.88%
Number of hourly rates quoted 209 286 340
Median hourly rate £21.25 £18.76 £19.00
Median hourly rate % change year-on-year +13.30% -1.29% -5.00%
10th Percentile £11.61 £12.00 £11.25
90th Percentile £53.00 £48.38 £47.50
Median hourly rate £22.50 £18.76 £18.80
% change year-on-year +19.97% -0.21% -1.08%

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 6 April 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 6 April 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 +158 40 £490 -6.67% 7
South East +85 31 £573 +9.05% 1
East of England +30 2 £600 -
North of England - 1 £525 -
North West - 1 £525 -
Jupyter
UK

For the 6 months to 6 April 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 52 (70.27%) Python
2 51 (68.92%) Machine Learning
3 39 (52.70%) Data Science
3 39 (52.70%) Mathematics
4 36 (48.65%) TensorFlow
5 34 (45.95%) Artificial Intelligence
6 33 (44.59%) SQL
7 31 (41.89%) Agile Software Development
7 31 (41.89%) Computer Science
7 31 (41.89%) Degree
7 31 (41.89%) Visualisation
7 31 (41.89%) Analytics
8 30 (40.54%) Apache Spark
9 29 (39.19%) Pandas
10 27 (36.49%) Data Visualisation
11 25 (33.78%) NumPy
11 25 (33.78%) Azure
11 25 (33.78%) Cloud Computing
12 23 (31.08%) AWS
13 22 (29.73%) Git (software)
13 22 (29.73%) PySpark
14 21 (28.38%) Deep Learning
14 21 (28.38%) Web Services
15 20 (27.03%) XML
15 20 (27.03%) HTML
15 20 (27.03%) Publishing
16 19 (25.68%) Apache
16 19 (25.68%) Tableau
17 18 (24.32%) Keras
18 16 (21.62%) NoSQL

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 30 (40.54%) Apache Spark
2 19 (25.68%) Apache
3 5 (6.76%) Apache Airflow
4 2 (2.70%) Jetty
4 2 (2.70%) SAS
4 2 (2.70%) Tomcat
5 1 (1.35%) GeoServer
Business Applications
1 5 (6.76%) SAP CRM
1 5 (6.76%) SAP ERP
1 5 (6.76%) SAP IS-U
Cloud Services
1 25 (33.78%) Azure
1 25 (33.78%) Cloud Computing
2 23 (31.08%) AWS
3 16 (21.62%) PaaS
4 14 (18.92%) Azure Machine Learning
5 2 (2.70%) Amazon EC2
5 2 (2.70%) Amazon S3
5 2 (2.70%) Amazon SageMaker
5 2 (2.70%) GitHub
5 2 (2.70%) Power Platform
5 2 (2.70%) Serverless
6 1 (1.35%) Amazon ECS
6 1 (1.35%) GCP
Communications & Networking
1 3 (4.05%) DNS
1 3 (4.05%) HTTP
Database & Business Intelligence
1 16 (21.62%) NoSQL
2 15 (20.27%) Hadoop
3 14 (18.92%) Geospatial Data
4 12 (16.22%) Big Data
5 11 (14.86%) GIS
6 8 (10.81%) MongoDB
7 7 (9.46%) Apache Cassandra
8 6 (8.11%) SQL Server
9 5 (6.76%) Data Mining
10 3 (4.05%) Amazon Redshift
10 3 (4.05%) Oracle Reports
11 2 (2.70%) Amazon Athena
11 2 (2.70%) Amazon RDS
11 2 (2.70%) Apache Hive
11 2 (2.70%) Cosmos DB
11 2 (2.70%) Impala
11 2 (2.70%) PostgreSQL
11 2 (2.70%) Power BI
11 2 (2.70%) Semantic Layer
11 2 (2.70%) Sqoop
Development Applications
1 22 (29.73%) Git (software)
2 3 (4.05%) Bitbucket
2 3 (4.05%) GitLab
3 2 (2.70%) Artifactory
3 2 (2.70%) JIRA
3 2 (2.70%) Maven
4 1 (1.35%) ERwin
General
1 20 (27.03%) Publishing
2 15 (20.27%) Finance
3 6 (8.11%) Marketing
4 4 (5.41%) Banking
5 3 (4.05%) Games
6 1 (1.35%) Front Office
6 1 (1.35%) Investment Banking
6 1 (1.35%) Public Sector
Job Titles
1 29 (39.19%) Data Scientist
2 13 (17.57%) Senior Data Scientist
3 7 (9.46%) Data Engineer
3 7 (9.46%) Developer
4 6 (8.11%) Architect
4 6 (8.11%) Data Architect
5 5 (6.76%) Machine Learning Scientist
5 5 (6.76%) Python Developer
6 3 (4.05%) Content Designer
6 3 (4.05%) Designer
7 2 (2.70%) Big Data Engineer
7 2 (2.70%) Cloud Engineer
7 2 (2.70%) DevOps Engineer
7 2 (2.70%) Enterprise Architect
7 2 (2.70%) Enterprise Data Architect
7 2 (2.70%) Python Engineer
7 2 (2.70%) Technical Writer
8 1 (1.35%) Analyst
8 1 (1.35%) Product Analyst
8 1 (1.35%) Senior Developer
Libraries, Frameworks & Software Standards
1 36 (48.65%) TensorFlow
2 29 (39.19%) Pandas
3 25 (33.78%) NumPy
4 22 (29.73%) PySpark
5 21 (28.38%) Web Services
6 20 (27.03%) HTML
6 20 (27.03%) XML
7 18 (24.32%) Keras
8 14 (18.92%) scikit-learn
9 5 (6.76%) Matplotlib
10 4 (5.41%) Natural Language Processing
10 4 (5.41%) PyMC3
10 4 (5.41%) PyXLL
11 3 (4.05%) ggplot2
11 3 (4.05%) Node.js
11 3 (4.05%) RESTful
11 3 (4.05%) SciPy
11 3 (4.05%) Seaborn
11 3 (4.05%) Unity (Game Engine)
12 2 (2.70%) Spark Streaming
Miscellaneous
1 12 (16.22%) Algorithms
1 12 (16.22%) Analytical Skills
2 10 (13.51%) Lidar
3 8 (10.81%) Smart City
4 5 (6.76%) Analytical Mindset
4 5 (6.76%) Social Media
5 3 (4.05%) Management Information System
5 3 (4.05%) User Experience
6 2 (2.70%) Clustering
6 2 (2.70%) Data Structures
6 2 (2.70%) Enterprise Software
6 2 (2.70%) PMI
7 1 (1.35%) Cloud Native
7 1 (1.35%) Data Centre
7 1 (1.35%) Derivative
7 1 (1.35%) Fixed Income
Operating Systems
1 3 (4.05%) Linux
2 2 (2.70%) Unix
Processes & Methodologies
1 51 (68.92%) Machine Learning
2 39 (52.70%) Data Science
2 39 (52.70%) Mathematics
3 34 (45.95%) Artificial Intelligence
4 31 (41.89%) Agile Software Development
4 31 (41.89%) Analytics
4 31 (41.89%) Computer Science
4 31 (41.89%) Visualisation
5 27 (36.49%) Data Visualisation
6 21 (28.38%) Deep Learning
7 14 (18.92%) Content Writing
7 14 (18.92%) Data Analysis
8 13 (17.57%) Data Management
8 13 (17.57%) DevOps
8 13 (17.57%) Physics
8 13 (17.57%) Problem-Solving
8 13 (17.57%) Reinforcement Learning
9 12 (16.22%) Data Engineering
9 12 (16.22%) Portfolio Management
10 11 (14.86%) Scrum
Programming Languages
1 52 (70.27%) Python
2 33 (44.59%) SQL
3 12 (16.22%) Java
4 10 (13.51%) R
5 8 (10.81%) Bash Shell
6 5 (6.76%) CQL
6 5 (6.76%) PL/SQL
6 5 (6.76%) Scala
6 5 (6.76%) T-SQL
7 2 (2.70%) Groovy
7 2 (2.70%) Korn
7 2 (2.70%) Ruby
8 1 (1.35%) C++
8 1 (1.35%) Go
8 1 (1.35%) JavaScript
8 1 (1.35%) VB
Qualifications
1 31 (41.89%) Degree
2 11 (14.86%) Numerate Degree
3 10 (13.51%) PhD
4 9 (12.16%) Master's Degree
5 4 (5.41%) SC Cleared
5 4 (5.41%) Security Cleared
6 2 (2.70%) DV Cleared
6 2 (2.70%) PMI Certification
7 1 (1.35%) Postgraduate
Quality Assurance & Compliance
1 4 (5.41%) Data Quality
System Software
1 6 (8.11%) Docker
2 2 (2.70%) HDFS
Systems Management
1 3 (4.05%) Grafana
1 3 (4.05%) Kubernetes
2 2 (2.70%) Hadoop YARN
2 2 (2.70%) Oozie
3 1 (1.35%) Ansible
3 1 (1.35%) Terraform
Vendors
1 19 (25.68%) Tableau
2 9 (12.16%) Google
3 6 (8.11%) Oracle
4 5 (6.76%) SAP
4 5 (6.76%) Sybase
5 3 (4.05%) Birst
5 3 (4.05%) Cloudera
6 2 (2.70%) Cognos
7 1 (1.35%) Alteryx
7 1 (1.35%) Informatica
7 1 (1.35%) Microsoft