Period
to 12 December 2017

The following table provides summary statistics for contract job vacancies advertised in Hammersmith 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 12 December 2017 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
West London > Hammersmith
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 18 - -
Rank change year-on-year - - -
Contract jobs citing Pandas 1 0 0
As % of all contract IT jobs advertised in Hammersmith 1.27% - -
As % of the Libraries, Frameworks & Software Standards category 3.33% - -
Number of daily rates quoted 1 0 0
Hammersmith median daily rate £505 - -
West London median daily rate £425 £350 -
% change year-on-year +21.43% - -
Number of hourly rates quoted 0 0 0
Hammersmith median hourly rate - - -
West London 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 Hammersmith with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Hammersmith
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 30 20 45
As % of all contract IT jobs advertised in Hammersmith 37.97% 27.78% 41.28%
Number of daily rates quoted 26 18 38
Hammersmith median daily rate £463 £463 £371
Median daily rate % change year-on-year - +24.58% -4.19%
10th Percentile £400 £193 £309
90th Percentile £608 £538 £561
West London median daily rate £488 £413 £375
% change year-on-year +18.18% +10.00% -7.98%
Number of hourly rates quoted 1 1 1
Hammersmith median hourly rate £24.87 £16.40 £43.00
Median hourly rate % change year-on-year +51.65% -61.86% -
West London median hourly rate £34.49 £35.00 £38.00
% change year-on-year -1.46% -7.89% +2.70%

For the 6 months to 12 December 2017, IT contractor jobs citing Pandas also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hammersmith region with a requirement for Pandas.

1 1 (100.00%) Python
1 1 (100.00%) Broadband
1 1 (100.00%) MATLAB
1 1 (100.00%) Telecoms
1 1 (100.00%) Neural Network
1 1 (100.00%) Statistics
1 1 (100.00%) Operations Research
1 1 (100.00%) Degree
1 1 (100.00%) Logistic Regression
1 1 (100.00%) Mathematics
1 1 (100.00%) Physics
1 1 (100.00%) Computer Science
1 1 (100.00%) Hadoop
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) Pattern Recognition
1 1 (100.00%) Apache Hive
1 1 (100.00%) R
1 1 (100.00%) MapReduce
1 1 (100.00%) Tableau
1 1 (100.00%) Machine Learning
1 1 (100.00%) D3.js
1 1 (100.00%) Big Data
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Apache Spark
1 1 (100.00%) Algorithms
1 1 (100.00%) Network Optimisation
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Bokeh

Pandas
Co-occurring IT Skills in Hammersmith 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%) Apache Spark
Communications & Networking
1 1 (100.00%) Broadband
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
General
1 1 (100.00%) Telecoms
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Data Analyst
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) Bokeh
1 1 (100.00%) D3.js
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Computer Science
Processes & Methodologies
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Logistic Regression
1 1 (100.00%) Machine Learning
1 1 (100.00%) MapReduce
1 1 (100.00%) Mathematics
1 1 (100.00%) Network Optimisation
1 1 (100.00%) Neural Network
1 1 (100.00%) Operations Research
1 1 (100.00%) Pattern Recognition
1 1 (100.00%) Physics
1 1 (100.00%) Predictive Modelling
1 1 (100.00%) Statistical Modelling
1 1 (100.00%) Statistics
Programming Languages
1 1 (100.00%) MATLAB
1 1 (100.00%) Python
1 1 (100.00%) R
Qualifications
1 1 (100.00%) Degree
Vendors
1 1 (100.00%) Tableau