Jupyter (JupyterHub, JupyterLab)
UK

The following table provides summary statistics for contract job vacancies 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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 553 646 786
Rank change year-on-year +93 +140 -154
Contract jobs citing Jupyter 18 41 58
As % of all contract jobs advertised in the UK 0.042% 0.072% 0.066%
As % of the Application Platforms category 0.43% 0.66% 0.53%
Number of daily rates quoted 13 29 34
10th Percentile £475 £444 £408
25th Percentile £569 £484 £430
Median daily rate (50th Percentile) £645 £613 £550
Median % change year-on-year +5.31% +11.36% +6.80%
75th Percentile £700 £800 £678
90th Percentile £775 £915 £750
UK excluding London median daily rate £530 £518 £415
% change year-on-year +2.42% +24.70% -4.05%
Number of hourly rates quoted 0 5 1
10th Percentile - - -
25th Percentile - - £58.25
Median hourly rate - £78.00 £61.50
Median % change year-on-year - +26.83% +141.18%
75th Percentile - £90.00 £64.75
90th Percentile - - -
UK excluding London median hourly rate - £78.00 -

All Application Platform Skills
UK

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 with a requirement for application platform skills.

Contract vacancies with a requirement for application platform skills 4,160 6,255 11,000
As % of all contract IT jobs advertised in the UK 9.77% 10.98% 12.57%
Number of daily rates quoted 2,882 4,383 7,541
10th Percentile £258 £263 £275
25th Percentile £363 £400 £406
Median daily rate (50th Percentile) £500 £513 £513
Median % change year-on-year -2.44% - +7.89%
75th Percentile £613 £638 £625
90th Percentile £750 £750 £711
UK excluding London median daily rate £450 £475 £450
% change year-on-year -5.26% +5.56% +5.88%
Number of hourly rates quoted 162 150 220
10th Percentile £13.03 £16.12 £13.99
25th Percentile £15.47 £20.00 £16.25
Median hourly rate £30.00 £45.00 £23.50
Median % change year-on-year -33.33% +91.49% +10.20%
75th Percentile £46.18 £65.94 £53.75
90th Percentile £70.00 £79.19 £75.00
UK excluding London median hourly rate £25.00 £27.50 £19.00
% change year-on-year -9.09% +44.74% -

Jupyter
Job Vacancy Trend

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

Job vacancy trend for Jupyter in the UK

Jupyter
Contractor Daily Rate Trend

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

Daily rate trend for Jupyter in the UK

Jupyter
Daily Rate Histogram

Daily rate distribution for jobs citing Jupyter over the 6 months to 18 May 2024.

Daily rate histogram for Jupyter in the UK

Jupyter
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Jupyter.

Hourly rate trend for Jupyter in the UK

Jupyter
Top 8 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the UK over the 6 months to 18 May 2024. 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
Jobs
England +92 17 £648 +5.71% 24
London +98 13 £645 -7.86% 17
Work from Home +99 6 £725 -3.33% 11
UK excluding London +44 5 £530 +2.42% 14
North of England - 3 £650 - 2
Yorkshire - 3 £650 -
Scotland +41 1 £410 -21.90% 2
South East +30 1 - - 7

Jupyter
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (16.67%) Apache Airflow
1 3 (16.67%) nginx
Cloud Services
1 6 (33.33%) Azure
2 5 (27.78%) AWS
3 4 (22.22%) GCP
4 3 (16.67%) Azure DevOps
4 3 (16.67%) ChatGPT
4 3 (16.67%) CloudBees
4 3 (16.67%) Google Kubernetes Engine
5 2 (11.11%) Azure Machine Learning
5 2 (11.11%) GitHub
5 2 (11.11%) Snowflake
6 1 (5.56%) AWS CloudFormation
6 1 (5.56%) Azure Data Factory
6 1 (5.56%) Power Platform
Communications & Networking
1 3 (16.67%) Firewall
Database & Business Intelligence
1 6 (33.33%) NoSQL
2 3 (16.67%) Apache Cassandra
2 3 (16.67%) ClickHouse
2 3 (16.67%) MongoDB
3 2 (11.11%) Amazon Athena
3 2 (11.11%) Big Data
4 1 (5.56%) Amazon QuickSight
4 1 (5.56%) BigQuery
4 1 (5.56%) Data Lake
4 1 (5.56%) Power BI
Development Applications
1 3 (16.67%) GitLab
1 3 (16.67%) Jenkins
1 3 (16.67%) RStudio
2 2 (11.11%) CircleCI
2 2 (11.11%) Git
3 1 (5.56%) Bitbucket Server
General
1 3 (16.67%) Finance
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Retail
2 2 (11.11%) Social Skills
3 1 (5.56%) Influencing Skills
3 1 (5.56%) Marketing
3 1 (5.56%) Public Sector
Job Titles
1 7 (38.89%) Data Scientist
1 7 (38.89%) Senior
2 6 (33.33%) Senior Data Scientist
3 3 (16.67%) Azure Engineer
3 3 (16.67%) Data Engineer
4 2 (11.11%) Consultant
4 2 (11.11%) Cybersecurity Consultant
4 2 (11.11%) DevOps Engineer
4 2 (11.11%) Machine Learning Engineer
4 2 (11.11%) Principal Consultant
4 2 (11.11%) Principal Security Consultant
4 2 (11.11%) Security Consultant
5 1 (5.56%) Analyst
5 1 (5.56%) Cassandra Engineer
5 1 (5.56%) Data Analyst
5 1 (5.56%) Database Engineer
5 1 (5.56%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 7 (38.89%) scikit-learn
2 5 (27.78%) Pandas
3 4 (22.22%) Matplotlib
4 3 (16.67%) Apache Beam
4 3 (16.67%) HTML
4 3 (16.67%) Kafka
4 3 (16.67%) Keycloak
4 3 (16.67%) LangChain
4 3 (16.67%) TensorFlow
4 3 (16.67%) Torch
4 3 (16.67%) XGBoost
5 1 (5.56%) NumPy
5 1 (5.56%) Plotly
5 1 (5.56%) PySpark
5 1 (5.56%) pytest
5 1 (5.56%) PyTorch
5 1 (5.56%) XML
Miscellaneous
1 3 (16.67%) Algorithms
1 3 (16.67%) Data Structures
Operating Systems
1 4 (22.22%) Linux
2 1 (5.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 8 (44.44%) CI/CD
1 8 (44.44%) Data Science
1 8 (44.44%) Machine Learning
2 7 (38.89%) DevOps
3 5 (27.78%) Data Analysis
3 5 (27.78%) Data Modelling
3 5 (27.78%) Deep Learning
4 4 (22.22%) Agile
4 4 (22.22%) Computer Science
4 4 (22.22%) Containerisation
4 4 (22.22%) Performance Analysis
5 3 (16.67%) Continuous Delivery
5 3 (16.67%) Critical Thinking
5 3 (16.67%) Design Patterns
5 3 (16.67%) Infrastructure as Code
5 3 (16.67%) LSTM
5 3 (16.67%) MLOps
5 3 (16.67%) Performance Optimisation
5 3 (16.67%) Problem-Solving
5 3 (16.67%) Transfer Learning
Programming Languages
1 15 (83.33%) Python
2 8 (44.44%) SQL
3 6 (33.33%) Go
3 6 (33.33%) Java
3 6 (33.33%) JavaScript
4 3 (16.67%) Groovy
4 3 (16.67%) Ruby
4 3 (16.67%) Scala
5 2 (11.11%) R
6 1 (5.56%) Bash
Qualifications
1 2 (11.11%) SC Cleared
1 2 (11.11%) Security Cleared
Quality Assurance & Compliance
1 2 (11.11%) ISO/IEC 27001
1 2 (11.11%) NCSC
1 2 (11.11%) NIST
2 1 (5.56%) Actionable Recommendations
2 1 (5.56%) Data Quality
2 1 (5.56%) QA
System Software
1 8 (44.44%) Docker
2 3 (16.67%) Apache ZooKeeper
Systems Management
1 7 (38.89%) Kubernetes
2 6 (33.33%) Grafana
3 5 (27.78%) Terraform
4 3 (16.67%) Ansible
5 1 (5.56%) Podman
5 1 (5.56%) Progress Chef
Vendors
1 3 (16.67%) Splunk
2 2 (11.11%) Databricks
3 1 (5.56%) Google