Period
to 20 January 2019

The following table provides summary statistics for contract job vacancies advertised in Somerset with a requirement for NumPy skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NumPy over the 6 months to 20 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.

NumPy
South West > Somerset
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 56 49 -
Rank change year-on-year -7 - -
Contract jobs citing NumPy 1 5 0
As % of all contract IT jobs advertised in Somerset 0.22% 1.08% -
As % of the Libraries, Frameworks & Software Standards category 0.59% 3.03% -
Number of daily rates quoted 0 4 0
Somerset median daily rate - £346 -
South West median daily rate - £350 -
Number of hourly rates quoted 0 0 0
Somerset median hourly rate - - -
South West median hourly rate - - -

NumPy 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 advertised in Somerset with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Somerset
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 169 165 155
As % of all contract IT jobs advertised in Somerset 36.74% 35.71% 32.56%
Number of daily rates quoted 130 112 113
Somerset median daily rate £425 £400 £350
Median daily rate % change year-on-year +6.25% +14.29% -6.67%
10th Percentile £325 £250 £236
90th Percentile £572 £538 £498
South West median daily rate £439 £400 £375
% change year-on-year +9.69% +6.67% -
Number of hourly rates quoted 0 1 8
Somerset median hourly rate - £52.50 £40.00
Median hourly rate % change year-on-year - +31.25% -6.43%
South West median hourly rate £45.00 £45.00 £37.50
% change year-on-year - +20.00% -11.24%

NumPy
Job Vacancy Trend in Somerset

Job postings citing NumPy as a percentage of all IT jobs advertised in Somerset.

Job vacancy trend for NumPy in Somerset

NumPy
Contractor Daily Rate Trend in Somerset

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

Contractor daily rate trend for NumPy in Somerset

NumPy
Contract Job Locations in Somerset

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NumPy within the Somerset region over the 6 months to 20 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
Bath - 1 - -
NumPy
South West

For the 6 months to 20 January 2019, IT contractor jobs citing NumPy 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 Somerset region with a requirement for NumPy.

1 1 (100.00%) HTML
1 1 (100.00%) JavaScript
1 1 (100.00%) CSS
1 1 (100.00%) Python
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Web Development
1 1 (100.00%) DV Cleared
1 1 (100.00%) Security Cleared
1 1 (100.00%) Amazon AWS
1 1 (100.00%) HTML5
1 1 (100.00%) Machine Learning
1 1 (100.00%) D3.js
1 1 (100.00%) OpenStack
1 1 (100.00%) Pandas
1 1 (100.00%) Data Science

NumPy
Co-occurring IT Skills in Somerset 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 1 (100.00%) OpenStack
Cloud Services
1 1 (100.00%) Amazon AWS
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) CSS
1 1 (100.00%) D3.js
1 1 (100.00%) HTML
1 1 (100.00%) HTML5
1 1 (100.00%) Pandas
Processes & Methodologies
1 1 (100.00%) Data Science
1 1 (100.00%) Machine Learning
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Web Development
Programming Languages
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
Qualifications
1 1 (100.00%) DV Cleared
1 1 (100.00%) Security Cleared