Period
to 22 September 2021

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 22 September 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)
UK > England
6 months to
22 Sep 2021
Same period 2020 Same period 2019
Rank 661 459 724
Rank change year-on-year -202 +265 +111
Contract jobs citing Jupyter 69 32 83
As % of all contract jobs advertised in England 0.11% 0.12% 0.10%
As % of the Application Platforms category 0.82% 0.82% 0.68%
Number of daily rates quoted 44 21 65
10th Percentile £400 £450 £393
25th Percentile £425 £475 £438
Median daily rate (50th Percentile) £541 £550 £550
Median % change year-on-year -1.59% - +7.32%
75th Percentile £628 £600 £625
90th Percentile £689 £638 £720
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - +10.00%
Number of hourly rates quoted 2 0 2
10th Percentile £19.12 " "
25th Percentile £19.89 " £51.25
Median hourly rate £21.85 - £52.50
75th Percentile £23.89 " £53.75
90th Percentile £24.71 " "
UK median hourly rate £24.50 - £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 8,400 3,900 12,125
As % of all contract IT jobs advertised in England 13.10% 15.06% 15.17%
Number of daily rates quoted 5,811 2,648 7,958
10th Percentile £300 £300 £263
25th Percentile £404 £388 £365
Median daily rate (50th Percentile) £500 £475 £463
Median % change year-on-year +5.26% +2.70% +2.78%
75th Percentile £600 £575 £563
90th Percentile £686 £675 £638
UK median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 154 98 254
10th Percentile £14.08 £12.63 £10.99
25th Percentile £16.67 £15.78 £13.13
Median hourly rate £24.25 £21.50 £19.98
Median % change year-on-year +12.79% +7.59% -0.09%
75th Percentile £53.06 £33.25 £34.00
90th Percentile £65.50 £56.09 £52.43
UK median hourly rate £24.50 £21.50 £20.86
% change year-on-year +13.95% +3.09% +4.28%

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 22 September 2021.

Daily rate histogram for Jupyter in England

Jupyter
Contractor Hourly Rate Trend in England

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

Hourly rate trend 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 22 September 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
London -163 49 £563 +2.27% 10
South East - 7 £400 -
North of England -82 4 £538 -10.42% 1
Yorkshire -42 3 £469 -
East of England -44 1 £225 -52.63% 3
North West -56 1 £563 -6.25% 1
Jupyter
UK

For the 6 months to 22 September 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 England region with a requirement for Jupyter.

1 56 (81.16%) Python
2 35 (50.72%) SQL
3 27 (39.13%) Finance
3 27 (39.13%) R
4 26 (37.68%) Pandas
4 26 (37.68%) Data Science
5 25 (36.23%) Analytical Skills
5 25 (36.23%) Business Intelligence
6 23 (33.33%) Degree
6 23 (33.33%) Analytics
7 22 (31.88%) Data Warehouse
8 21 (30.43%) Mathematics
9 20 (28.99%) Machine Learning
9 20 (28.99%) Algorithms
10 19 (27.54%) Statistics
10 19 (27.54%) Visualisation
11 18 (26.09%) Marketing
11 18 (26.09%) Data Analysis
11 18 (26.09%) Microsoft Excel
11 18 (26.09%) VBA
11 18 (26.09%) DevOps
12 17 (24.64%) Mentoring
12 17 (24.64%) Microsoft PowerPoint
12 17 (24.64%) AWS
12 17 (24.64%) Social Media
13 16 (23.19%) Alteryx
13 16 (23.19%) D3.js
13 16 (23.19%) Decision-Making
13 16 (23.19%) Data Sharing
14 15 (21.74%) Presentation Skills

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 4 (5.80%) Apache
1 4 (5.80%) Apache Spark
1 4 (5.80%) SAS
2 3 (4.35%) Apache Airflow
3 2 (2.90%) R Markdown
Applications
1 18 (26.09%) Microsoft Excel
2 17 (24.64%) Microsoft PowerPoint
Business Applications
1 2 (2.90%) Sprinklr
Cloud Services
1 17 (24.64%) AWS
2 11 (15.94%) Azure
2 11 (15.94%) GCP
3 10 (14.49%) Amazon S3
4 9 (13.04%) Amazon EMR
5 6 (8.70%) AWS Lambda
5 6 (8.70%) Serverless
6 4 (5.80%) Power Platform
7 3 (4.35%) Amazon CloudWatch
7 3 (4.35%) Amazon EC2
7 3 (4.35%) AWS CodePipeline
7 3 (4.35%) AWS Step Functions
7 3 (4.35%) GitHub
8 2 (2.90%) Amazon SageMaker
8 2 (2.90%) AWS CodeBuild
8 2 (2.90%) GitHub Actions
9 1 (1.45%) AWS CloudFormation
9 1 (1.45%) Azure Data Factory
9 1 (1.45%) Azure Machine Learning
9 1 (1.45%) Cloud Computing
Communications & Networking
1 5 (7.25%) Remote Desktop
2 1 (1.45%) TCP/IP
Database & Business Intelligence
1 22 (31.88%) Data Warehouse
2 15 (21.74%) QlikView
3 7 (10.14%) Data Lake
4 6 (8.70%) Big Data
5 5 (7.25%) HBase
6 4 (5.80%) Power BI
7 3 (4.35%) Amazon Athena
7 3 (4.35%) Amazon DynamoDB
7 3 (4.35%) Apache Zeppelin
7 3 (4.35%) Relational Database
8 2 (2.90%) Amazon RDS
8 2 (2.90%) Amazon Redshift
8 2 (2.90%) Data Mart
8 2 (2.90%) Tableau
9 1 (1.45%) BigQuery
9 1 (1.45%) Hadoop
9 1 (1.45%) PostgreSQL
9 1 (1.45%) Presto
9 1 (1.45%) RDBMS
9 1 (1.45%) SQL Server
Development Applications
1 9 (13.04%) RStudio
2 4 (5.80%) Git (software)
3 3 (4.35%) Jenkins
3 3 (4.35%) JIRA
4 2 (2.90%) JUnit
4 2 (2.90%) Mockito
5 1 (1.45%) GitLab
5 1 (1.45%) PyCharm
General
1 27 (39.13%) Finance
2 25 (36.23%) Analytical Skills
3 18 (26.09%) Marketing
4 15 (21.74%) Presentation Skills
5 11 (15.94%) Banking
6 6 (8.70%) Social Skills
7 5 (7.25%) Financial Institution
8 3 (4.35%) Front Office
9 2 (2.90%) Pharmaceutical
9 2 (2.90%) Public Sector
10 1 (1.45%) Influencing Skills
10 1 (1.45%) Investment Banking
10 1 (1.45%) Manufacturing
10 1 (1.45%) Publishing
10 1 (1.45%) Retail
Job Titles
1 19 (27.54%) Data Scientist
2 18 (26.09%) Developer
3 10 (14.49%) Data Engineer
4 9 (13.04%) AWS Engineer
5 7 (10.14%) Quantitative Developer
6 6 (8.70%) Analyst
6 6 (8.70%) Azure Engineer
6 6 (8.70%) DevOps Engineer
7 5 (7.25%) AWS DevOps
7 5 (7.25%) Python Developer
8 4 (5.80%) AWS DevOps Engineer
8 4 (5.80%) C++ Developer
8 4 (5.80%) C++ Quantitative Developer
8 4 (5.80%) Data Analyst
8 4 (5.80%) Python Engineer
9 3 (4.35%) JavaScript Developer
10 2 (2.90%) Analyst Developer
10 2 (2.90%) Data Mart Developer
10 2 (2.90%) Java Developer
10 2 (2.90%) Operations Engineer
Libraries, Frameworks & Software Standards
1 26 (37.68%) Pandas
2 16 (23.19%) D3.js
3 15 (21.74%) Shiny
4 9 (13.04%) NumPy
5 8 (11.59%) CSS
6 7 (10.14%) HTML
6 7 (10.14%) PySpark
6 7 (10.14%) React
7 5 (7.25%) Node.js
7 5 (7.25%) scikit-learn
8 3 (4.35%) POSIX
9 2 (2.90%) .NET
9 2 (2.90%) .NET Framework
9 2 (2.90%) CSS3
9 2 (2.90%) HTML5
9 2 (2.90%) Redux
10 1 (1.45%) Matplotlib
10 1 (1.45%) Play Framework
10 1 (1.45%) pytest
10 1 (1.45%) SciPy
Miscellaneous
1 20 (28.99%) Algorithms
2 17 (24.64%) Social Media
3 15 (21.74%) Management Information System
4 7 (10.14%) Fixed Income
5 6 (8.70%) Greenfield Project
6 5 (7.25%) Derivative
7 3 (4.35%) FMCG
7 3 (4.35%) Foreign Exchange (FX)
7 3 (4.35%) User Experience
8 2 (2.90%) 3D Graphics
9 1 (1.45%) Cloud Native
9 1 (1.45%) Clustering
9 1 (1.45%) Credit Risk
Operating Systems
1 10 (14.49%) Linux
2 7 (10.14%) Windows
Processes & Methodologies
1 26 (37.68%) Data Science
2 25 (36.23%) Business Intelligence
3 23 (33.33%) Analytics
4 21 (30.43%) Mathematics
5 20 (28.99%) Machine Learning
6 19 (27.54%) Statistics
6 19 (27.54%) Visualisation
7 18 (26.09%) Data Analysis
7 18 (26.09%) DevOps
8 17 (24.64%) Mentoring
9 16 (23.19%) Data Sharing
9 16 (23.19%) Decision-Making
10 15 (21.74%) Asset Management
10 15 (21.74%) B2B
10 15 (21.74%) Bayesian Methods
10 15 (21.74%) Deep Learning
10 15 (21.74%) Digital Analytics
10 15 (21.74%) Digital Marketing
10 15 (21.74%) Investment Management
10 15 (21.74%) Problem-Solving
Programming Languages
1 56 (81.16%) Python
2 35 (50.72%) SQL
3 27 (39.13%) R
4 18 (26.09%) VBA
5 12 (17.39%) Java
6 7 (10.14%) C++
6 7 (10.14%) JavaScript
7 3 (4.35%) Go
7 3 (4.35%) Scala
8 2 (2.90%) C#
8 2 (2.90%) TypeScript
Qualifications
1 23 (33.33%) Degree
2 6 (8.70%) SC Cleared
2 6 (8.70%) Security Cleared
3 3 (4.35%) Computer Science Degree
3 3 (4.35%) Master's Degree
4 2 (2.90%) PhD
5 1 (1.45%) AWS Certification
5 1 (1.45%) BPSS Clearance
Quality Assurance & Compliance
1 2 (2.90%) QA
2 1 (1.45%) Accessibility
2 1 (1.45%) Data Quality
2 1 (1.45%) WCAG
System Software
1 10 (14.49%) Docker
Systems Management
1 13 (18.84%) Terraform
2 10 (14.49%) Kubernetes
Vendors
1 16 (23.19%) Alteryx
2 15 (21.74%) Salesforce.com
3 9 (13.04%) Google
4 7 (10.14%) Microsoft
5 2 (2.90%) Databricks
6 1 (1.45%) Dataiku
6 1 (1.45%) SAP
6 1 (1.45%) Teradata