Period
to 8 December 2019

The following table provides summary statistics for contract job vacancies advertised in the South East 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 8 December 2019 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 > South East
6 months to
8 Dec 2019
Same period 2018 Same period 2017
Rank 303 372 356
Rank change year-on-year +69 -16 +14
Contract jobs citing Jupyter 30 20 17
As % of all contract IT jobs advertised in the South East 0.23% 0.12% 0.10%
As % of the Application Platforms category 1.54% 0.67% 0.58%
Number of daily rates quoted 23 10 10
South East median daily rate £595 £538 £525
Median daily rate % change year-on-year +10.70% +2.38% -2.33%
10th Percentile £517 £421 £348
90th Percentile £668 £661 £585
England median daily rate £550 £525 £525
% change year-on-year +4.76% - -10.45%
Number of hourly rates quoted 0 0 0
South East median hourly rate - - -
England median hourly rate - - -

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 the South East with a requirement for application platform skills.

All Application Platform Skills
South East
Contract vacancies with a requirement for application platform skills 1,948 2,974 2,945
As % of all contract IT jobs advertised in the South East 15.07% 17.63% 17.59%
Number of daily rates quoted 1,107 1,771 1,739
South East median daily rate £425 £450 £413
Median daily rate % change year-on-year -5.56% +9.09% +3.13%
10th Percentile £225 £281 £250
90th Percentile £588 £575 £563
England median daily rate £450 £475 £450
% change year-on-year -5.26% +5.56% +5.88%
Number of hourly rates quoted 61 84 109
South East median hourly rate £18.00 £26.65 £19.00
Median hourly rate % change year-on-year -32.46% +40.26% -15.56%
10th Percentile £10.80 £12.08 £11.25
90th Percentile £53.75 £50.18 £48.01
England median hourly rate £20.50 £21.50 £20.00
% change year-on-year -4.65% +7.50% -

Jupyter
Job Vacancy Trend in the South East

Job postings citing Jupyter as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Jupyter in the South East

Jupyter
Contractor Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Jupyter in the South East.

Contractor daily rate trend for Jupyter in the South East

Jupyter
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Jupyter in the South East over the 6 months to 8 December 2019.

Contractor daily rate histogram for Jupyter in the South East

Jupyter
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Jupyter within the South East region over the 6 months to 8 December 2019. 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
Hampshire +31 26 £595 +10.70%
Thames Valley - 6 £600 - 2
Berkshire - 6 £600 - 1
East Sussex - 2 £550 -
Jupyter
England

For the 6 months to 8 December 2019, 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 South East region with a requirement for Jupyter.

1 26 (86.67%) Analytics
2 25 (83.33%) SQL
3 24 (80.00%) Apache Spark
4 23 (76.67%) Data Science
4 23 (76.67%) Python
5 21 (70.00%) Machine Learning
5 21 (70.00%) NumPy
5 21 (70.00%) Visualisation
5 21 (70.00%) PySpark
5 21 (70.00%) Pandas
6 19 (63.33%) Data Visualisation
6 19 (63.33%) Artificial Intelligence
7 18 (60.00%) Agile Software Development
7 18 (60.00%) Git (software)
7 18 (60.00%) Deep Learning
7 18 (60.00%) TensorFlow
7 18 (60.00%) Keras
8 17 (56.67%) PaaS
8 17 (56.67%) Tableau
9 16 (53.33%) Data Management
9 16 (53.33%) Data Engineering
10 15 (50.00%) Azure Machine Learning
10 15 (50.00%) Geospatial Data
10 15 (50.00%) Apache
10 15 (50.00%) Azure
10 15 (50.00%) Mathematics
10 15 (50.00%) Computer Science
11 14 (46.67%) Physics
11 14 (46.67%) NoSQL
11 14 (46.67%) Degree

Jupyter
Co-occurring IT Skills in the South East 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 24 (80.00%) Apache Spark
2 15 (50.00%) Apache
3 7 (23.33%) SAS
Business Applications
1 1 (3.33%) SAP CRM
1 1 (3.33%) SAP ERP
1 1 (3.33%) SAP IS-U
Cloud Services
1 17 (56.67%) PaaS
2 15 (50.00%) Azure
2 15 (50.00%) Azure Machine Learning
3 2 (6.67%) AWS
4 1 (3.33%) Cloud Computing
Communications & Networking
1 7 (23.33%) SAN
Database & Business Intelligence
1 15 (50.00%) Geospatial Data
2 14 (46.67%) NoSQL
3 13 (43.33%) GIS
4 9 (30.00%) Big Data
4 9 (30.00%) Hadoop
5 8 (26.67%) Apache Zeppelin
6 7 (23.33%) Apache Hive
6 7 (23.33%) Data Lake
6 7 (23.33%) Impala
6 7 (23.33%) Relational Database
6 7 (23.33%) SQL Server
7 1 (3.33%) Data Mining
7 1 (3.33%) QlikView
7 1 (3.33%) Spatial Data
Development Applications
1 18 (60.00%) Git (software)
General
1 3 (10.00%) Public Sector
2 1 (3.33%) Finance
2 1 (3.33%) Marketing
Job Titles
1 23 (76.67%) Data Scientist
2 11 (36.67%) Senior Data Scientist
3 7 (23.33%) Architect
3 7 (23.33%) Solutions Architect
4 6 (20.00%) Machine Learning Scientist
5 4 (13.33%) Data Architect
6 2 (6.67%) Big Data Architect
6 2 (6.67%) Big Data Solutions Architect
7 1 (3.33%) Cloud Architect
7 1 (3.33%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 21 (70.00%) NumPy
1 21 (70.00%) Pandas
1 21 (70.00%) PySpark
2 18 (60.00%) Keras
2 18 (60.00%) TensorFlow
3 14 (46.67%) scikit-learn
4 7 (23.33%) Apache NiFi
4 7 (23.33%) Kafka
5 2 (6.67%) Natural Language Processing
Miscellaneous
1 10 (33.33%) Lidar
2 8 (26.67%) Smart City
3 2 (6.67%) Algorithms
3 2 (6.67%) Analytical Skills
4 1 (3.33%) Analytical Mindset
Operating Systems
1 7 (23.33%) CentOS
1 7 (23.33%) Linux
1 7 (23.33%) Red Hat Enterprise Linux
1 7 (23.33%) Windows
1 7 (23.33%) Windows Server
Processes & Methodologies
1 26 (86.67%) Analytics
2 23 (76.67%) Data Science
3 21 (70.00%) Machine Learning
3 21 (70.00%) Visualisation
4 19 (63.33%) Artificial Intelligence
4 19 (63.33%) Data Visualisation
5 18 (60.00%) Agile Software Development
5 18 (60.00%) Deep Learning
6 16 (53.33%) Data Engineering
6 16 (53.33%) Data Management
7 15 (50.00%) Computer Science
7 15 (50.00%) Mathematics
8 14 (46.67%) Physics
9 12 (40.00%) Reinforcement Learning
10 11 (36.67%) Anomaly Detection
10 11 (36.67%) DevOps
11 10 (33.33%) Telematics
12 9 (30.00%) Portfolio Management
13 8 (26.67%) Data Analytics
13 8 (26.67%) Migration
Programming Languages
1 25 (83.33%) SQL
2 23 (76.67%) Python
Qualifications
1 14 (46.67%) Degree
2 12 (40.00%) Numerate Degree
2 12 (40.00%) PhD
3 11 (36.67%) Master's Degree
4 1 (3.33%) Security Cleared
System Software
1 7 (23.33%) Virtual Desktop
1 7 (23.33%) Virtual Servers
Systems Management
1 7 (23.33%) Oozie
Vendors
1 17 (56.67%) Tableau
2 7 (23.33%) Cloudera
2 7 (23.33%) Hortonworks
2 7 (23.33%) Oracle
2 7 (23.33%) StreamSets
3 1 (3.33%) SAP