Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for scikit-learn skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited scikit-learn over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

scikit-learn
England > South East
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 543 562 644
Rank change year-on-year +19 +82 -
Permanent jobs citing scikit-learn 9 1 2
As % of all permanent IT jobs advertised in the South East 0.029% 0.003% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.068% 0.008% 0.012%
Number of salaries quoted 9 0 1
South East median annual salary £55,000 - £35,000
10th Percentile £42,500 - £32,500
90th Percentile £95,000 - £37,500
England median annual salary £65,000 £67,500 £78,500
% change year-on-year -3.70% -14.01% +42.73%

scikit-learn is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South East
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 13,279 12,003 16,179
As % of all permanent IT jobs advertised in the South East 42.96% 38.24% 39.53%
Number of salaries quoted 11,553 10,417 14,130
South East median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +8.64%
10th Percentile £28,500 £28,750 £27,500
90th Percentile £66,250 £65,000 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

scikit-learn
Job Vacancy Trend in the South East

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

Job vacancy trend for scikit-learn in the South East

scikit-learn
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing scikit-learn in the South East.

Salary trend for scikit-learn in the South East

scikit-learn
Salary Histogram in the South East

The salary distribution of IT jobs citing scikit-learn in the South East over the 6 months to 22 January 2018.

Salary histogram for scikit-learn in the South East

scikit-learn
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing scikit-learn within the South East region over the 6 months to 22 January 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +28 9 £55,000 - 1
Oxfordshire - 9 £55,000 - 1
scikit-learn
England

For the 6 months to 22 January 2018, IT jobs citing scikit-learn also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for scikit-learn.

1 9 (100.00%) Python
1 9 (100.00%) Finance
1 9 (100.00%) Machine Learning
1 9 (100.00%) Pandas
1 9 (100.00%) Seaborn
2 8 (88.89%) Bayesian Methods
2 8 (88.89%) Analytical Skills
2 8 (88.89%) Big Data
2 8 (88.89%) Visualisation
2 8 (88.89%) R
2 8 (88.89%) Data Visualisation
2 8 (88.89%) Statistical Analysis
2 8 (88.89%) Data Modelling
2 8 (88.89%) Data Mining
3 7 (77.78%) PhD
3 7 (77.78%) Degree
4 4 (44.44%) Data Analysis
5 1 (11.11%) JavaScript
5 1 (11.11%) Banking
5 1 (11.11%) Time Management
5 1 (11.11%) Statistics
5 1 (11.11%) E-Commerce
5 1 (11.11%) Client/Server
5 1 (11.11%) NHS
5 1 (11.11%) Telecoms

scikit-learn
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:

Database & Business Intelligence
1 8 (88.89%) Big Data
1 8 (88.89%) Data Mining
General
1 9 (100.00%) Finance
2 1 (11.11%) Banking
2 1 (11.11%) Telecoms
Job Titles
1 9 (100.00%) Data Scientist
2 2 (22.22%) Senior Data Scientist
3 1 (11.11%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 9 (100.00%) Pandas
1 9 (100.00%) Seaborn
Miscellaneous
1 8 (88.89%) Analytical Skills
2 1 (11.11%) Client/Server
2 1 (11.11%) NHS
Processes & Methodologies
1 9 (100.00%) Machine Learning
2 8 (88.89%) Bayesian Methods
2 8 (88.89%) Data Modelling
2 8 (88.89%) Data Visualisation
2 8 (88.89%) Statistical Analysis
2 8 (88.89%) Visualisation
3 4 (44.44%) Data Analysis
4 1 (11.11%) E-Commerce
4 1 (11.11%) Statistics
4 1 (11.11%) Time Management
Programming Languages
1 9 (100.00%) Python
2 8 (88.89%) R
3 1 (11.11%) JavaScript
Qualifications
1 7 (77.78%) Degree
1 7 (77.78%) PhD