Period
to 16 November 2018

The following table provides summary statistics for contract job vacancies with a requirement for MXNet skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MXNet over the 6 months to 16 November 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.

MXNet
UK
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 887 872 -
Rank change year-on-year -15 - -
Contract jobs citing MXNet 5 21 0
As % of all contract IT jobs advertised in the UK 0.005% 0.020% -
As % of the Libraries, Frameworks & Software Standards category 0.014% 0.063% -
Number of daily rates quoted 5 14 0
UK median daily rate £575 £600 -
Median daily rate % change year-on-year -4.17% - -
UK excluding London median daily rate £700 £650 -
% change year-on-year +7.69% - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

MXNet 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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 36,174 33,145 32,656
As % of all contract IT jobs advertised in the UK 34.81% 32.21% 30.75%
Number of daily rates quoted 25,485 23,402 22,601
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +3.66%
10th Percentile £325 £313 £300
90th Percentile £638 £625 £588
UK excluding London median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 319 376 376
UK median hourly rate £41.50 £40.00 £38.00
Median hourly rate % change year-on-year +3.75% +5.26% +1.33%
10th Percentile £17.00 £18.25 £14.23
90th Percentile £60.00 £52.50 £50.00
UK excluding London median hourly rate £41.00 £41.00 £37.25
% change year-on-year - +10.07% -0.67%

MXNet
Job Vacancy Trend

Job postings citing MXNet as a percentage of all IT jobs advertised.

Job vacancy trend for MXNet in the UK

MXNet
Contractor Daily Rate Trend

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

Contractor daily rate trend for MXNet in the UK

MXNet
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing MXNet over the 6 months to 16 November 2018.

Contractor daily rate histogram for MXNet in the UK

MXNet
Top 5 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MXNet within the UK over the 6 months to 16 November 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
England -47 5 £575 -4.17% 3
London -12 3 £575 -4.17% 2
East Midlands +2 2 £700 +7.69%
Midlands -14 2 £700 +7.69%
UK excluding London -22 2 £700 +7.69% 1

For the 6 months to 16 November 2018, IT contractor jobs citing MXNet 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 with a requirement for MXNet.

1 5 (100.00%) Git (software)
1 5 (100.00%) Hadoop
1 5 (100.00%) Apache Hive
1 5 (100.00%) MapReduce
1 5 (100.00%) Machine Learning
1 5 (100.00%) Big Data
1 5 (100.00%) Apache Pig
1 5 (100.00%) Apache Spark
1 5 (100.00%) TensorFlow
1 5 (100.00%) Theano
1 5 (100.00%) Data Science
1 5 (100.00%) Caffe
2 4 (80.00%) Logistics
3 3 (60.00%) Agile Software Development
3 3 (60.00%) Marketing
3 3 (60.00%) SAP Oil and Gas
3 3 (60.00%) Data Conversion
3 3 (60.00%) Visual Studio
3 3 (60.00%) SAP
3 3 (60.00%) ERP
3 3 (60.00%) Microsoft
3 3 (60.00%) SAP R/3
3 3 (60.00%) SAP MM
3 3 (60.00%) Manufacturing
3 3 (60.00%) LSMW
3 3 (60.00%) SAPUI5
3 3 (60.00%) CNTK
3 3 (60.00%) Data Structures
3 3 (60.00%) Jenkins
3 3 (60.00%) Docker

MXNet
Co-occurring 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 5 (100.00%) Apache Pig
1 5 (100.00%) Apache Spark
Business Applications
1 3 (60.00%) SAP MM
1 3 (60.00%) SAP Oil and Gas
1 3 (60.00%) SAP R/3
Cloud Services
1 3 (60.00%) Amazon AWS
1 3 (60.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Apache Hive
1 5 (100.00%) Big Data
1 5 (100.00%) Hadoop
2 3 (60.00%) Apache Cassandra
2 3 (60.00%) HBase
2 3 (60.00%) MongoDB
2 3 (60.00%) NoSQL
2 3 (60.00%) SAP HANA
Development Applications
1 5 (100.00%) Git (software)
2 3 (60.00%) Jenkins
2 3 (60.00%) LSMW
2 3 (60.00%) Visual Studio
2 3 (60.00%) Visual Studio Team System
General
1 3 (60.00%) Manufacturing
1 3 (60.00%) Marketing
2 2 (40.00%) Finance
2 2 (40.00%) Retail
Job Titles
1 2 (40.00%) Data Engineer
1 2 (40.00%) Data Scientist
1 2 (40.00%) SAP Engineer
1 2 (40.00%) Senior Data Engineer
2 1 (20.00%) Big Data Consultant
2 1 (20.00%) Big Data Engineer
2 1 (20.00%) Consultant
2 1 (20.00%) Data Consultant
2 1 (20.00%) Data Science Consultant
2 1 (20.00%) Logistics Consultant
2 1 (20.00%) SAP Consultant
2 1 (20.00%) SAP Data Consultant
2 1 (20.00%) SAP Logistics Consultant
Libraries, Frameworks & Software Standards
1 5 (100.00%) Caffe
1 5 (100.00%) TensorFlow
1 5 (100.00%) Theano
2 3 (60.00%) CNTK
2 3 (60.00%) Kafka
2 3 (60.00%) SAPUI5
3 2 (40.00%) Deeplearning4j
3 2 (40.00%) Natural Language Processing
3 2 (40.00%) Spring
Miscellaneous
1 3 (60.00%) Data Structures
2 1 (20.00%) RIA
Processes & Methodologies
1 5 (100.00%) Data Science
1 5 (100.00%) Machine Learning
1 5 (100.00%) MapReduce
2 4 (80.00%) Logistics
3 3 (60.00%) Agile Software Development
3 3 (60.00%) Analytics
3 3 (60.00%) Data Conversion
3 3 (60.00%) ERP
3 3 (60.00%) Software Deployment
4 2 (40.00%) Artificial Intelligence
4 2 (40.00%) Deep Learning
4 2 (40.00%) E-Commerce
4 2 (40.00%) Linear Algebra
4 2 (40.00%) Linear Regression
4 2 (40.00%) Logistic Regression
4 2 (40.00%) Mathematics
4 2 (40.00%) Neural Network
4 2 (40.00%) Open Source
4 2 (40.00%) Problem-Solving
4 2 (40.00%) Visualisation
Programming Languages
1 2 (40.00%) Java
1 2 (40.00%) Python
1 2 (40.00%) R
1 2 (40.00%) Scala
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
System Software
1 3 (60.00%) Apache Flume
1 3 (60.00%) Docker
Vendors
1 3 (60.00%) Microsoft
1 3 (60.00%) SAP
1 3 (60.00%) Talend