Period
to 18 January 2019

The following table provides summary statistics for contract job vacancies with a requirement for Seaborn skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Seaborn over the 6 months to 18 January 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.

Seaborn: Statistical Data Visualization
UK
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 874 862 879
Rank change year-on-year -12 +17 -
Contract jobs citing Seaborn 4 25 1
As % of all contract IT jobs advertised in the UK 0.004% 0.025% 0.001%
As % of the Libraries, Frameworks & Software Standards category 0.012% 0.078% 0.003%
Number of daily rates quoted 2 24 0
UK median daily rate £350 £575 -
Median daily rate % change year-on-year -39.13% - -
UK excluding London median daily rate £350 £525 -
% change year-on-year -33.33% - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Seaborn is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 34,009 32,188 30,509
As % of all contract IT jobs advertised in the UK 34.19% 32.09% 31.40%
Number of daily rates quoted 23,939 22,949 21,018
UK median daily rate £480 £463 £425
Median daily rate % change year-on-year +3.78% +8.82% +3.03%
10th Percentile £325 £313 £300
90th Percentile £638 £625 £588
UK excluding London median daily rate £425 £400 £394
% change year-on-year +6.25% +1.65% +4.93%
Number of hourly rates quoted 294 332 345
UK median hourly rate £41.52 £40.00 £40.00
Median hourly rate % change year-on-year +3.79% - +6.67%
10th Percentile £18.65 £18.50 £15.00
90th Percentile £60.00 £52.50 £52.00
UK excluding London median hourly rate £41.69 £40.00 £38.00
% change year-on-year +4.22% +5.26% +1.33%

Seaborn
Job Vacancy Trend

Job postings citing Seaborn as a percentage of all IT jobs advertised.

Job vacancy trend for Seaborn in the UK

Seaborn
Contractor Daily Rate Trend

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

Contractor daily rate trend for Seaborn in the UK

Seaborn
Top 6 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Seaborn within the UK over the 6 months to 18 January 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
UK excluding London -14 3 £350 -33.33%
England -13 2 - -
Scotland - 2 £350 -
London -11 1 - -
Midlands - 1 - -
West Midlands - 1 - -

For the 6 months to 18 January 2019, IT contractor jobs citing Seaborn 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 with a requirement for Seaborn.

1 4 (100.00%) Python
1 4 (100.00%) Data Science
2 3 (75.00%) Bokeh
2 3 (75.00%) ggplot
2 3 (75.00%) Analytical Skills
2 3 (75.00%) Visualisation
2 3 (75.00%) Machine Learning
2 3 (75.00%) D3.js
2 3 (75.00%) PhD
2 3 (75.00%) Statistics
2 3 (75.00%) Mathematics
2 3 (75.00%) Applied Mathematics
2 3 (75.00%) Artificial Intelligence
2 3 (75.00%) Computer Science
3 2 (50.00%) Hadoop
3 2 (50.00%) Investment Banking
3 2 (50.00%) C#
3 2 (50.00%) C++
3 2 (50.00%) Java
3 2 (50.00%) SQL
3 2 (50.00%) R
3 2 (50.00%) Banking
4 1 (25.00%) Recommender Systems
4 1 (25.00%) Conversational UI
4 1 (25.00%) Natural Language Processing
4 1 (25.00%) Tableau
4 1 (25.00%) Microsoft Azure
4 1 (25.00%) Amazon AWS
4 1 (25.00%) Open Source
4 1 (25.00%) Predictive Modelling

Seaborn
Co-occurring IT Skills 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:

Applications
1 1 (25.00%) Chatbot
Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 2 (50.00%) Hadoop
2 1 (25.00%) Power BI
General
1 2 (50.00%) Banking
1 2 (50.00%) Investment Banking
Job Titles
1 4 (100.00%) Data Scientist
2 1 (25.00%) Architect
2 1 (25.00%) Data Architect
2 1 (25.00%) Junior
2 1 (25.00%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (75.00%) Bokeh
1 3 (75.00%) D3.js
1 3 (75.00%) ggplot
2 1 (25.00%) Elastic Stack
2 1 (25.00%) Flask
2 1 (25.00%) Natural Language Processing
2 1 (25.00%) NumPy
2 1 (25.00%) Pandas
Miscellaneous
1 3 (75.00%) Analytical Skills
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 4 (100.00%) Data Science
2 3 (75.00%) Applied Mathematics
2 3 (75.00%) Artificial Intelligence
2 3 (75.00%) Computer Science
2 3 (75.00%) Machine Learning
2 3 (75.00%) Mathematics
2 3 (75.00%) Statistics
2 3 (75.00%) Visualisation
3 1 (25.00%) Analytics
3 1 (25.00%) Anomaly Detection
3 1 (25.00%) Conversational UI
3 1 (25.00%) Data Engineering
3 1 (25.00%) ETL
3 1 (25.00%) Open Source
3 1 (25.00%) Physics
3 1 (25.00%) Predictive Modelling
3 1 (25.00%) Recommender Systems
Programming Languages
1 4 (100.00%) Python
2 2 (50.00%) C#
2 2 (50.00%) C++
2 2 (50.00%) Java
2 2 (50.00%) R
2 2 (50.00%) SQL
3 1 (25.00%) MATLAB
Qualifications
1 3 (75.00%) PhD
System Software
1 1 (25.00%) Docker
Vendors
1 1 (25.00%) Tableau