Period
to 24 January 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for MXNet skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MXNet over the 6 months to 24 January 2019 with a comparison to the same period in the previous 2 years.

MXNet
UK > England
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 1035 1161 -
Rank change year-on-year +126 - -
Permanent jobs citing MXNet 45 11 0
As % of all permanent IT jobs advertised in England 0.032% 0.007% -
As % of the Libraries, Frameworks & Software Standards category 0.081% 0.017% -
Number of salaries quoted 35 5 0
England median annual salary £67,500 £50,000 -
Median salary % change year-on-year +35.00% - -
UK median annual salary £67,500 £50,000 -
% change year-on-year +35.00% - -

MXNet is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 55,751 66,241 65,838
As % of all permanent IT jobs advertised in England 39.52% 40.62% 39.37%
Number of salaries quoted 45,990 56,113 57,294
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,750 £30,000 £29,000
90th Percentile £85,000 £78,750 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

MXNet
Job Vacancy Trend in England

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

Job vacancy trend for MXNet in England

MXNet
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MXNet in England.

Salary trend for MXNet in England

MXNet
Salary Histogram in England

The salary distribution of IT jobs citing MXNet in England over the 6 months to 24 January 2019.

Salary histogram for MXNet in England

MXNet
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MXNet within the England region over the 6 months to 24 January 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South East - 24 £67,500 - 1
London +57 17 £63,000 +26.00% 2
East of England +26 2 - - 1
MXNet
UK

For the 6 months to 24 January 2019, IT 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 permanent job ads across the England region with a requirement for MXNet.

1 45 (100.00%) Machine Learning
1 45 (100.00%) TensorFlow
2 44 (97.78%) Deep Learning
3 37 (82.22%) Software Engineering
4 29 (64.44%) C
5 28 (62.22%) C++
5 28 (62.22%) Caffe
6 27 (60.00%) CNTK
7 26 (57.78%) Keras
7 26 (57.78%) Torch
7 26 (57.78%) Java
7 26 (57.78%) Agile Software Development
8 24 (53.33%) J2EE
8 24 (53.33%) Ada
8 24 (53.33%) Deeplearning4j
8 24 (53.33%) Ada 95
9 21 (46.67%) Data Science
9 21 (46.67%) Python
10 19 (42.22%) Apache Spark
11 18 (40.00%) Analytics
11 18 (40.00%) R
11 18 (40.00%) Hadoop
12 17 (37.78%) Microsoft Azure
12 17 (37.78%) Artificial Intelligence
12 17 (37.78%) SQL
13 16 (35.56%) NoSQL
13 16 (35.56%) Natural Language Processing
13 16 (35.56%) Data Munging
13 16 (35.56%) scikit-learn
14 15 (33.33%) Docker

MXNet
Co-occurring IT Skills in England 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 19 (42.22%) Apache Spark
2 5 (11.11%) Apache Pig
3 3 (6.67%) Apache
4 1 (2.22%) Jupyter
Cloud Services
1 17 (37.78%) Microsoft Azure
2 15 (33.33%) Amazon AWS
3 14 (31.11%) Google Cloud Platform
4 13 (28.89%) Amazon SageMaker
5 2 (4.44%) Azure Machine Learning
Database & Business Intelligence
1 18 (40.00%) Hadoop
2 16 (35.56%) NoSQL
3 14 (31.11%) PostgreSQL
4 13 (28.89%) Neo4j
5 11 (24.44%) Big Data
6 5 (11.11%) Apache Hive
7 2 (4.44%) Data Mining
8 1 (2.22%) Apache Cassandra
8 1 (2.22%) Data Lake
8 1 (2.22%) HBase
8 1 (2.22%) MongoDB
8 1 (2.22%) MySQL
8 1 (2.22%) Spotfire
8 1 (2.22%) SQL Server
Development Applications
1 14 (31.11%) Jenkins
2 13 (28.89%) Atlassian Bamboo
2 13 (28.89%) Vagrant
3 1 (2.22%) Git (software)
3 1 (2.22%) Subversion
3 1 (2.22%) Visual Studio
3 1 (2.22%) Visual Studio Team System
General
1 8 (17.78%) Manufacturing
1 8 (17.78%) Retail
2 3 (6.67%) Finance
3 1 (2.22%) Marketing
Job Titles
1 24 (53.33%) Machine Learning Engineer
1 24 (53.33%) Software Engineer
2 15 (33.33%) Data Scientist
3 10 (22.22%) Data Engineer
4 6 (13.33%) Artificial Intelligence Engineer
5 3 (6.67%) Senior Data Scientist
6 2 (4.44%) Architect
6 2 (4.44%) Data Architect
7 1 (2.22%) Big Data Engineer
7 1 (2.22%) Developer
7 1 (2.22%) Development Specialist
Libraries, Frameworks & Software Standards
1 45 (100.00%) TensorFlow
2 28 (62.22%) Caffe
3 27 (60.00%) CNTK
4 26 (57.78%) Keras
4 26 (57.78%) Torch
5 24 (53.33%) Deeplearning4j
5 24 (53.33%) J2EE
6 16 (35.56%) Natural Language Processing
6 16 (35.56%) scikit-learn
7 13 (28.89%) Spark Streaming
8 3 (6.67%) Theano
9 2 (4.44%) JSON
9 2 (4.44%) MLlib
9 2 (4.44%) RESTful
9 2 (4.44%) RHadoop
9 2 (4.44%) Web Services
9 2 (4.44%) XML
10 1 (2.22%) NumPy
10 1 (2.22%) Pandas
10 1 (2.22%) Velocity
Miscellaneous
1 6 (13.33%) Acoustics
1 6 (13.33%) Analytical Skills
1 6 (13.33%) Blog
2 5 (11.11%) Algorithms
3 2 (4.44%) Digital Media
3 2 (4.44%) Virtual Team
4 1 (2.22%) Fintech
Processes & Methodologies
1 45 (100.00%) Machine Learning
2 44 (97.78%) Deep Learning
3 37 (82.22%) Software Engineering
4 26 (57.78%) Agile Software Development
5 21 (46.67%) Data Science
6 18 (40.00%) Analytics
7 17 (37.78%) Artificial Intelligence
8 16 (35.56%) Data Munging
9 15 (33.33%) Data Analytics
10 14 (31.11%) Statistical Analysis
10 14 (31.11%) Visualisation
11 13 (28.89%) Configuration Management
11 13 (28.89%) Continuous Integration
11 13 (28.89%) Sentiment Analysis
11 13 (28.89%) Unit Testing
12 12 (26.67%) Translating Business Requirements
13 8 (17.78%) Computer Vision
13 8 (17.78%) Data Modelling
14 7 (15.56%) Mathematics
15 6 (13.33%) Computer Science
Programming Languages
1 29 (64.44%) C
2 28 (62.22%) C++
3 26 (57.78%) Java
4 24 (53.33%) Ada
4 24 (53.33%) Ada 95
5 21 (46.67%) Python
6 18 (40.00%) R
7 17 (37.78%) SQL
8 14 (31.11%) JavaScript
9 5 (11.11%) Scala
10 2 (4.44%) C#
Qualifications
1 8 (17.78%) Degree
2 6 (13.33%) Security Cleared
3 5 (11.11%) PhD
4 2 (4.44%) Computer Science Degree
5 1 (2.22%) Master's Degree
System Software
1 15 (33.33%) Docker
2 13 (28.89%) VirtualBox
3 3 (6.67%) Apache Flume
Systems Management
1 13 (28.89%) Ansible
1 13 (28.89%) Docker Swarm
1 13 (28.89%) Kubernetes
1 13 (28.89%) Terraform
Vendors
1 13 (28.89%) Cloudera
1 13 (28.89%) Databricks
1 13 (28.89%) Dataiku
1 13 (28.89%) Google
1 13 (28.89%) Hortonworks
2 3 (6.67%) Microsoft
3 2 (4.44%) Cognizant
4 1 (2.22%) Alteryx
4 1 (2.22%) Talend