The table below looks at the statistics for Matplotlib skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Matplotlib over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Matplotlib
Rank 639 - -
Rank change year-on-year
- 0
Contract jobs citing Matplotlib 13 0 0
As % of all contract IT jobs located in the UK 0.024% - -
As % of the Libraries, Frameworks & Software Standards category 0.079% - -
Number of daily rates quoted 13 0 0
Median daily rate £500 - -
UK excluding London median daily rate - - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
16442 16367 15767
As % of all contract IT jobs located in the UK 30.85% 28.28% 27.05%
Number of daily rates quoted 11381 11296 10285
Median daily rate £420 £400 £375
Median daily rate % change year-on-year
+5.00% +6.66%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £550 £550 £530
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 188 296 173
Median hourly rate £41.00 £37.45 £35.00
Median hourly rate % change year-on-year
+9.47% +7.00%
90% offered a hourly rate of more than £19.44 £17.17 £19.00
10% offered a hourly rate of more than £52.00 £45.00 £71.00
UK excluding London median hourly rate £40.00 £37.50 £34.25
% change year-on-year
+6.66% +9.48%

Matplotlib
Jobs Demand Trend

The demand trend of contract jobs citing Matplotlib as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

Matplotlib Jobs Demand Trend in the UK

Matplotlib
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Matplotlib within the UK.

Matplotlib Daily Rate Trend in the UK

Matplotlib
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Matplotlib within the UK over the 3 months to 30 September 2016.

Matplotlib Daily Rate Histogram in the UK

Matplotlib
Top 3 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Matplotlib within the UK over the 3 months to 30 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London - 13 £500 - 1
England - 13 £500 - 1
City of London - 1 £563 -

Matplotlib
Top 30 Related IT Skills

For the 6 months to 30 September 2016, IT contractor jobs citing Matplotlib also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Matplotlib.

1 15 (100.00%) Python
2 13 (86.67%) Pandas
3 8 (53.33%) SciPy
3 8 (53.33%) NumPy
4 7 (46.67%) scikit-learn
5 5 (33.33%) Algorithms
5 5 (33.33%) Machine Learning
5 5 (33.33%) TensorFlow
6 4 (26.67%) Data Structures
6 4 (26.67%) Predictive Modelling
6 4 (26.67%) Git (software)
6 4 (26.67%) SQL
6 4 (26.67%) Front Office
6 4 (26.67%) Agile Software Development
6 4 (26.67%) Degree
7 3 (20.00%) Mathematics
7 3 (20.00%) Physics
7 3 (20.00%) Banking
7 3 (20.00%) Finance
7 3 (20.00%) Java
7 3 (20.00%) Hadoop
7 3 (20.00%) Statistics
7 3 (20.00%) Memory Management
7 3 (20.00%) Apache Hive
7 3 (20.00%) Apache Spark
7 3 (20.00%) MLlib
8 2 (13.33%) Kafka
8 2 (13.33%) Public Cloud
8 2 (13.33%) Impala
8 2 (13.33%) Web Development

Matplotlib
Top Related IT Skills 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 (20.00%) Apache Spark
2 1 (6.67%) Apache Pig
2 1 (6.67%) SAS
Applications
1 1 (6.67%) MS Excel
1 1 (6.67%) MS Office
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 3 (20.00%) Apache Hive
1 3 (20.00%) Hadoop
2 2 (13.33%) Data Warehouse
2 2 (13.33%) Impala
2 2 (13.33%) MySQL
3 1 (6.67%) Data Mining
3 1 (6.67%) HBase
Development Applications
1 4 (26.67%) Git (software)
General
1 4 (26.67%) Front Office
2 3 (20.00%) Banking
2 3 (20.00%) Finance
3 2 (13.33%) Billing
4 1 (6.67%) Legal
4 1 (6.67%) Marketing
4 1 (6.67%) Retail
Job Titles
1 10 (66.67%) Developer
2 8 (53.33%) Python Developer
3 4 (26.67%) Data Scientist
4 2 (13.33%) Full Stack Developer
5 1 (6.67%) Analyst
5 1 (6.67%) Front Office Developer
5 1 (6.67%) Java Developer
5 1 (6.67%) Senior Analyst
Libraries, Frameworks & Software Standards
1 13 (86.67%) Pandas
2 8 (53.33%) NumPy
2 8 (53.33%) SciPy
3 7 (46.67%) scikit-learn
4 5 (33.33%) TensorFlow
5 3 (20.00%) MLlib
6 2 (13.33%) CSS
6 2 (13.33%) Django
6 2 (13.33%) jQuery
6 2 (13.33%) Kafka
Miscellaneous
1 5 (33.33%) Algorithms
2 4 (26.67%) Data Structures
3 3 (20.00%) Mathematics
3 3 (20.00%) Physics
3 3 (20.00%) Statistics
4 2 (13.33%) Public Cloud
5 1 (6.67%) Analytical Skills
5 1 (6.67%) Derivative
Operating Systems
1 2 (13.33%) Linux
Processes & Methodologies
1 5 (33.33%) Machine Learning
2 4 (26.67%) Agile Software Development
2 4 (26.67%) Predictive Modelling
3 3 (20.00%) Memory Management
4 2 (13.33%) Capacity Planning
4 2 (13.33%) Operations Research
4 2 (13.33%) Web Development
5 1 (6.67%) Analytics
5 1 (6.67%) Anomaly Detection
5 1 (6.67%) Build Automation
5 1 (6.67%) CRM
5 1 (6.67%) Data Architecture
5 1 (6.67%) Reverse Engineering
5 1 (6.67%) Software Engineering
5 1 (6.67%) Time Series Analysis
Programming Languages
1 15 (100.00%) Python
2 4 (26.67%) SQL
3 3 (20.00%) Java
4 2 (13.33%) JavaScript
5 1 (6.67%) R
5 1 (6.67%) VBA
Qualifications
1 4 (26.67%) Degree
System Software
1 1 (6.67%) HDFS
1 1 (6.67%) Hyper-V
1 1 (6.67%) VMware Infrastructure
Vendors
1 1 (6.67%) Citrix
1 1 (6.67%) HP
1 1 (6.67%) Microsoft
1 1 (6.67%) MicroStrategy
1 1 (6.67%) Tableau
1 1 (6.67%) VMware