Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Somerset with a requirement for Pandas skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pandas over the 6 months to 17 July 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.

Pandas
South West > Somerset
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 47 - -
Rank change year-on-year - - -
Contract jobs citing Pandas 3 0 0
As % of all contract IT jobs advertised in Somerset 0.66% - -
As % of the Libraries, Frameworks & Software Standards category 2.16% - -
Number of daily rates quoted 3 0 0
Somerset median daily rate £400 - -
South West median daily rate £400 - -
Number of hourly rates quoted 0 0 0
Somerset median hourly rate - - -
South West median hourly rate - - -

Pandas 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 139 156 161
As % of all contract IT jobs advertised in Somerset 30.75% 35.62% 31.69%
Number of daily rates quoted 102 106 96
Somerset median daily rate £414 £375 £350
Median daily rate % change year-on-year +10.33% +7.14% -2.78%
10th Percentile £313 £300 £263
90th Percentile £500 £475 £441
South West median daily rate £410 £400 £365
% change year-on-year +2.50% +9.59% -2.67%
Number of hourly rates quoted 1 10 25
Somerset median hourly rate £175.00 £52.50 £40.00
Median hourly rate % change year-on-year +233.33% +31.25% -6.43%
10th Percentile £162.50 £47.50 £31.95
90th Percentile £187.50 £53.75 £57.00
South West median hourly rate £44.50 £45.00 £42.00
% change year-on-year -1.11% +7.14% +7.01%

Pandas
Job Vacancy Trend in Somerset

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

Job vacancy trend for Pandas in Somerset

Pandas
Contractor Daily Rate Trend in Somerset

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

Contractor daily rate trend for Pandas in Somerset

Pandas
Contractor Daily Rate Histogram in Somerset

The daily rate distribution of IT jobs citing Pandas in Somerset over the 6 months to 17 July 2018.

Contractor daily rate histogram for Pandas in Somerset

Pandas
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 Pandas within the Somerset region over the 6 months to 17 July 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
Bath - 1 £525 -
Taunton - 1 £390 -
Pandas
South West

For the 6 months to 17 July 2018, IT contractor jobs citing Pandas 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 Pandas.

1 3 (100.00%) Python
1 3 (100.00%) SciPy
1 3 (100.00%) NumPy
1 3 (100.00%) Data Science
2 2 (66.67%) Linux
2 2 (66.67%) Bash Shell
2 2 (66.67%) Ubuntu
2 2 (66.67%) Refactoring
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Unit Testing
2 2 (66.67%) SC Cleared
2 2 (66.67%) Security Cleared
2 2 (66.67%) CentOS
2 2 (66.67%) Git (software)
2 2 (66.67%) Test Automation
2 2 (66.67%) Image Processing
3 1 (33.33%) Visualisation
3 1 (33.33%) Software Engineering
3 1 (33.33%) Validation
3 1 (33.33%) PhD
3 1 (33.33%) SQL
3 1 (33.33%) OLAP
3 1 (33.33%) Computer Science
3 1 (33.33%) Degree
3 1 (33.33%) Problem-Solving
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) R
3 1 (33.33%) Matplotlib
3 1 (33.33%) Machine Learning
3 1 (33.33%) Analytics

Pandas
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:

Database & Business Intelligence
1 1 (33.33%) Apache Cassandra
1 1 (33.33%) OLAP
1 1 (33.33%) Relational Database
Development Applications
1 2 (66.67%) Git (software)
Job Titles
1 2 (66.67%) Developer
1 2 (66.67%) Python Developer
2 1 (33.33%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (100.00%) NumPy
1 3 (100.00%) SciPy
2 1 (33.33%) Matplotlib
2 1 (33.33%) scikit-learn
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Computer Science
Operating Systems
1 2 (66.67%) CentOS
1 2 (66.67%) Linux
1 2 (66.67%) Ubuntu
Processes & Methodologies
1 3 (100.00%) Data Science
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Image Processing
2 2 (66.67%) Refactoring
2 2 (66.67%) Test Automation
2 2 (66.67%) Unit Testing
3 1 (33.33%) Analytics
3 1 (33.33%) Bayesian Methods
3 1 (33.33%) Machine Learning
3 1 (33.33%) Problem-Solving
3 1 (33.33%) Software Engineering
3 1 (33.33%) Validation
3 1 (33.33%) Visualisation
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) Bash Shell
3 1 (33.33%) R
3 1 (33.33%) SQL
Qualifications
1 2 (66.67%) SC Cleared
1 2 (66.67%) Security Cleared
2 1 (33.33%) Degree
2 1 (33.33%) Master's Degree
2 1 (33.33%) PhD
Quality Assurance & Compliance
1 1 (33.33%) Disclosure Scotland