Period
to 22 April 2018

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 22 April 2018 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
22 Apr 2018
Same period 2017 Same period 2016
Rank 50 - -
Rank change year-on-year - - -
Contract jobs citing NumPy 6 0 0
As % of all contract IT jobs advertised in Somerset 1.32% - -
As % of the Libraries, Frameworks & Software Standards category 3.87% - -
Number of daily rates quoted 5 0 0
Somerset median daily rate £350 - -
South West median daily rate £370 - -
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 155 167 210
As % of all contract IT jobs advertised in Somerset 34.07% 37.03% 36.33%
Number of daily rates quoted 109 115 137
Somerset median daily rate £425 £375 £375
Median daily rate % change year-on-year +13.33% - +7.14%
10th Percentile £304 £258 £275
90th Percentile £538 £499 £488
South West median daily rate £401 £400 £375
% change year-on-year +0.31% +6.67% -
Number of hourly rates quoted 1 13 30
Somerset median hourly rate £175.00 £43.00 £41.66
Median hourly rate % change year-on-year +306.98% +3.21% +12.60%
10th Percentile £162.50 £36.40 £32.83
90th Percentile £187.50 £53.75 £57.00
South West median hourly rate £44.75 £40.00 £42.00
% change year-on-year +11.88% -4.76% +15.38%

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
Contractor Daily Rate Histogram in Somerset

The daily rate distribution of IT jobs citing NumPy in Somerset over the 6 months to 22 April 2018.

Contractor daily rate histogram 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 22 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Taunton - 4 £350 -
NumPy
South West

For the 6 months to 22 April 2018, 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 6 (100.00%) Linux
1 6 (100.00%) Python
1 6 (100.00%) Agile Software Development
1 6 (100.00%) Ubuntu
1 6 (100.00%) Refactoring
1 6 (100.00%) Unit Testing
1 6 (100.00%) CentOS
1 6 (100.00%) Git (software)
1 6 (100.00%) Image Processing
1 6 (100.00%) Bash Shell
1 6 (100.00%) SciPy
1 6 (100.00%) Pandas
1 6 (100.00%) Data Science
2 5 (83.33%) Test Automation
3 3 (50.00%) SQL
3 3 (50.00%) Machine Learning
3 3 (50.00%) Scala
3 3 (50.00%) Hadoop
3 3 (50.00%) SC Cleared
3 3 (50.00%) Security Cleared
3 3 (50.00%) Keras
3 3 (50.00%) Apache Spark
3 3 (50.00%) Algorithms
4 2 (33.33%) Software Engineering
5 1 (16.67%) TDD
5 1 (16.67%) Disclosure Scotland

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 3 (50.00%) Apache Spark
Database & Business Intelligence
1 3 (50.00%) Hadoop
Development Applications
1 6 (100.00%) Git (software)
Job Titles
1 6 (100.00%) Developer
1 6 (100.00%) Python Developer
2 2 (33.33%) Data Science Developer
3 1 (16.67%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 6 (100.00%) Pandas
1 6 (100.00%) SciPy
2 3 (50.00%) Keras
Miscellaneous
1 3 (50.00%) Algorithms
Operating Systems
1 6 (100.00%) CentOS
1 6 (100.00%) Linux
1 6 (100.00%) Ubuntu
Processes & Methodologies
1 6 (100.00%) Agile Software Development
1 6 (100.00%) Data Science
1 6 (100.00%) Image Processing
1 6 (100.00%) Refactoring
1 6 (100.00%) Unit Testing
2 5 (83.33%) Test Automation
3 3 (50.00%) Machine Learning
4 2 (33.33%) Software Engineering
5 1 (16.67%) TDD
Programming Languages
1 6 (100.00%) Bash Shell
1 6 (100.00%) Python
2 3 (50.00%) Scala
2 3 (50.00%) SQL
Qualifications
1 3 (50.00%) SC Cleared
1 3 (50.00%) Security Cleared
Quality Assurance & Compliance
1 1 (16.67%) Disclosure Scotland