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 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Matplotlib
UK
Rank 587 616 -
Rank change year-on-year
+29 -
Contract jobs citing Matplotlib 8 2 0
As % of all contract IT jobs located in the UK 0.018% 0.004% -
As % of the Libraries, Frameworks & Software Standards category 0.058% 0.014% -
Number of daily rates quoted 7 2 0
Median daily rate £425 £663 -
Median daily rate % change year-on-year
-35.84% -
UK excluding London median daily rate £400 - -
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
13717 14470 13679
As % of all contract IT jobs located in the UK 30.64% 29.00% 27.42%
Number of daily rates quoted 9436 9939 9261
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £308 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 159 258 181
Median hourly rate £40.00 £38.50 £33.50
Median hourly rate % change year-on-year
+3.89% +14.92%
90% offered a hourly rate of more than £16.50 £20.50 £18.50
10% offered a hourly rate of more than £52.00 £55.00 £50.00
UK excluding London median hourly rate £37.50 £37.50 £33.50
% change year-on-year
- +11.94%

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 17 January 2017.

Matplotlib Daily Rate Histogram in the UK

Matplotlib
Top 6 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 17 January 2017. 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 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
England +20 8 £425 -35.84% 1
London +13 6 £525 -20.75% 1
Cambridge - 2 £400 -
East of England - 2 £400 -
Cambridgeshire - 2 £400 -
Docklands, London - 1 - -

Matplotlib
Top 30 Related IT Skills

For the 6 months to 17 January 2017, 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 20 (95.24%) Python
2 18 (85.71%) Pandas
3 13 (61.90%) NumPy
4 10 (47.62%) SciPy
4 10 (47.62%) Machine Learning
5 9 (42.86%) scikit-learn
6 6 (28.57%) Apache Spark
6 6 (28.57%) Java
6 6 (28.57%) Apache Hive
6 6 (28.57%) Hadoop
7 5 (23.81%) TensorFlow
7 5 (23.81%) Algorithms
8 4 (19.05%) Data Structures
8 4 (19.05%) Big Data
8 4 (19.05%) Predictive Modelling
8 4 (19.05%) HBase
8 4 (19.05%) Degree
8 4 (19.05%) Git (software)
8 4 (19.05%) SQL
8 4 (19.05%) Linux
8 4 (19.05%) Agile Software Development
8 4 (19.05%) Front Office
9 3 (14.29%) Finance
9 3 (14.29%) Banking
9 3 (14.29%) Text Mining
9 3 (14.29%) Statistics
9 3 (14.29%) C
9 3 (14.29%) C++
9 3 (14.29%) Cluster Analysis
9 3 (14.29%) Mathematics

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 6 (28.57%) Apache Spark
2 1 (4.76%) Apache Pig
2 1 (4.76%) SAS
Applications
1 1 (4.76%) MS Excel
1 1 (4.76%) MS Office
Cloud Services
1 2 (9.52%) Microsoft Azure
Database & Business Intelligence
1 6 (28.57%) Apache Hive
1 6 (28.57%) Hadoop
2 4 (19.05%) Big Data
2 4 (19.05%) HBase
3 3 (14.29%) Text Mining
4 2 (9.52%) Data Warehouse
4 2 (9.52%) Impala
4 2 (9.52%) MySQL
5 1 (4.76%) QlikView
Development Applications
1 4 (19.05%) Git (software)
General
1 4 (19.05%) Front Office
2 3 (14.29%) Banking
2 3 (14.29%) Finance
3 2 (9.52%) Billing
4 1 (4.76%) Legal
4 1 (4.76%) Marketing
4 1 (4.76%) Retail
Job Titles
1 13 (61.90%) Developer
2 10 (47.62%) Python Developer
3 4 (19.05%) Data Scientist
4 2 (9.52%) Data Engineer
4 2 (9.52%) Django Developer
5 1 (4.76%) Analyst
5 1 (4.76%) Big Data Developer
5 1 (4.76%) Big Data Engineer
5 1 (4.76%) Front Office Developer
5 1 (4.76%) Infrastructure Specialist
5 1 (4.76%) Java Developer
5 1 (4.76%) Senior Analyst
5 1 (4.76%) Technical Specialist
Libraries, Frameworks & Software Standards
1 18 (85.71%) Pandas
2 13 (61.90%) NumPy
3 10 (47.62%) SciPy
4 9 (42.86%) scikit-learn
5 5 (23.81%) TensorFlow
6 3 (14.29%) MLlib
7 2 (9.52%) CSS
7 2 (9.52%) Django
7 2 (9.52%) jQuery
7 2 (9.52%) Kafka
8 1 (4.76%) D3.js
8 1 (4.76%) Middleware
Miscellaneous
1 5 (23.81%) Algorithms
2 4 (19.05%) Data Structures
3 3 (14.29%) Mathematics
3 3 (14.29%) Physics
3 3 (14.29%) Statistics
4 2 (9.52%) Analytical Skills
4 2 (9.52%) Public Cloud
5 1 (4.76%) Computer Science
5 1 (4.76%) Derivative
5 1 (4.76%) Visualisation
Operating Systems
1 4 (19.05%) Linux
Processes & Methodologies
1 10 (47.62%) Machine Learning
2 4 (19.05%) Agile Software Development
2 4 (19.05%) Predictive Modelling
3 3 (14.29%) Analytics
3 3 (14.29%) Capacity Planning
3 3 (14.29%) Cluster Analysis
3 3 (14.29%) MapReduce
3 3 (14.29%) Memory Management
4 2 (9.52%) Open Source
4 2 (9.52%) Operations Research
4 2 (9.52%) Web Development
5 1 (4.76%) Anomaly Detection
5 1 (4.76%) Dashboard Development
5 1 (4.76%) Data Architecture
5 1 (4.76%) Data Visualisation
5 1 (4.76%) Demand Forecasting
5 1 (4.76%) Performance Analysis
5 1 (4.76%) Reverse Engineering
5 1 (4.76%) Software Engineering
5 1 (4.76%) Time Series Analysis
Programming Languages
1 20 (95.24%) Python
2 6 (28.57%) Java
3 4 (19.05%) SQL
4 3 (14.29%) C
4 3 (14.29%) C++
4 3 (14.29%) R
5 2 (9.52%) JavaScript
6 1 (4.76%) VBA
Qualifications
1 4 (19.05%) Degree
System Software
1 2 (9.52%) Hyper-V
1 2 (9.52%) VMware Infrastructure
2 1 (4.76%) HDFS
Systems Management
1 1 (4.76%) Kibana
Vendors
1 2 (9.52%) Tableau
1 2 (9.52%) VMware
2 1 (4.76%) Cloudera
2 1 (4.76%) Microsoft
2 1 (4.76%) MicroStrategy