Period
to 20 October 2018

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 20 October 2018 with a comparison to the same period in the previous 2 years.

MXNet
UK > England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 1097 1152 -
Rank change year-on-year +55 - -
Permanent jobs citing MXNet 36 2 0
As % of all permanent IT jobs advertised in England 0.024% 0.001% -
As % of the Libraries, Frameworks & Software Standards category 0.059% 0.003% -
Number of salaries quoted 30 1 0
England median annual salary £65,250 £80,000 -
Median salary % change year-on-year -18.44% - -
UK median annual salary £65,250 £70,000 -
% change year-on-year -6.79% - -

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 61,203 65,991 70,540
As % of all permanent IT jobs advertised in England 40.17% 40.34% 39.15%
Number of salaries quoted 50,969 54,989 61,672
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £83,750 £77,750 £76,250
UK median annual salary £51,000 £50,000 £47,500
% change year-on-year +2.00% +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 20 October 2018.

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 20 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +49 19 £67,500 -15.63% 1
South East - 13 £62,500 - 1
North of England - 1 £90,500 -
North West - 1 £90,500 -
MXNet
UK

For the 6 months to 20 October 2018, 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 36 (100.00%) Machine Learning
1 36 (100.00%) TensorFlow
2 31 (86.11%) Deep Learning
3 29 (80.56%) Python
4 24 (66.67%) Software Engineering
5 23 (63.89%) SQL
5 23 (63.89%) Apache Spark
5 23 (63.89%) Data Science
6 22 (61.11%) Analytics
6 22 (61.11%) Hadoop
7 21 (58.33%) NoSQL
8 20 (55.56%) R
8 20 (55.56%) Amazon AWS
8 20 (55.56%) C
9 19 (52.78%) Java
9 19 (52.78%) Docker
10 18 (50.00%) Jenkins
10 18 (50.00%) Artificial Intelligence
10 18 (50.00%) PostgreSQL
11 17 (47.22%) C++
11 17 (47.22%) Microsoft Azure
11 17 (47.22%) Visualisation
11 17 (47.22%) Caffe
12 16 (44.44%) Amazon SageMaker
12 16 (44.44%) JavaScript
12 16 (44.44%) Big Data
12 16 (44.44%) scikit-learn
13 15 (41.67%) Natural Language Processing
14 14 (38.89%) Google Cloud Platform
14 14 (38.89%) Data Munging

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 23 (63.89%) Apache Spark
2 9 (25.00%) Apache Pig
3 5 (13.89%) Apache
4 1 (2.78%) Jupyter
Cloud Services
1 20 (55.56%) Amazon AWS
2 17 (47.22%) Microsoft Azure
3 16 (44.44%) Amazon SageMaker
4 14 (38.89%) Google Cloud Platform
5 3 (8.33%) Serverless
6 1 (2.78%) Amazon EC2
6 1 (2.78%) Amazon EMR
6 1 (2.78%) Amazon S3
6 1 (2.78%) AWS Lambda
Database & Business Intelligence
1 22 (61.11%) Hadoop
2 21 (58.33%) NoSQL
3 18 (50.00%) PostgreSQL
4 16 (44.44%) Big Data
5 13 (36.11%) Neo4j
6 9 (25.00%) Apache Hive
7 5 (13.89%) MySQL
7 5 (13.89%) SQL Server
8 3 (8.33%) Amazon Redshift
8 3 (8.33%) Apache Cassandra
8 3 (8.33%) Data Lake
8 3 (8.33%) HBase
8 3 (8.33%) MongoDB
8 3 (8.33%) Spotfire
9 2 (5.56%) Amazon Aurora
10 1 (2.78%) Amazon Athena
10 1 (2.78%) Amazon RDS
10 1 (2.78%) Sqoop
Development Applications
1 18 (50.00%) Jenkins
2 13 (36.11%) Atlassian Bamboo
2 13 (36.11%) Vagrant
3 5 (13.89%) Git (software)
4 3 (8.33%) Subversion
4 3 (8.33%) Visual Studio
4 3 (8.33%) Visual Studio Team System
General
1 11 (30.56%) Retail
2 8 (22.22%) Finance
3 6 (16.67%) Manufacturing
4 3 (8.33%) Marketing
Job Titles
1 19 (52.78%) Data Scientist
2 13 (36.11%) Data Engineer
3 12 (33.33%) Software Engineer
4 11 (30.56%) Machine Learning Engineer
5 7 (19.44%) Senior Data Scientist
6 5 (13.89%) Artificial Intelligence Engineer
7 3 (8.33%) Big Data Engineer
8 2 (5.56%) DevOps Engineer
9 1 (2.78%) Development Engineer
9 1 (2.78%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 36 (100.00%) TensorFlow
2 17 (47.22%) Caffe
3 16 (44.44%) scikit-learn
4 15 (41.67%) Natural Language Processing
5 14 (38.89%) CNTK
6 13 (36.11%) Spark Streaming
7 9 (25.00%) Theano
8 8 (22.22%) Keras
9 7 (19.44%) Deeplearning4j
9 7 (19.44%) J2EE
9 7 (19.44%) Torch
10 5 (13.89%) MLlib
10 5 (13.89%) RHadoop
11 4 (11.11%) Kafka
12 3 (8.33%) Velocity
13 2 (5.56%) LAMP
13 2 (5.56%) LAPP Stack
14 1 (2.78%) Matplotlib
14 1 (2.78%) Node.js
14 1 (2.78%) NumPy
Miscellaneous
1 13 (36.11%) Algorithms
1 13 (36.11%) Computer Science
2 8 (22.22%) Analytical Skills
3 6 (16.67%) Acoustics
3 6 (16.67%) Blog
4 5 (13.89%) Digital Media
5 4 (11.11%) Data Structures
6 1 (2.78%) Fintech
6 1 (2.78%) Marketing Technology
Operating Systems
1 2 (5.56%) Linux
1 2 (5.56%) Windows
Processes & Methodologies
1 36 (100.00%) Machine Learning
2 31 (86.11%) Deep Learning
3 24 (66.67%) Software Engineering
4 23 (63.89%) Data Science
5 22 (61.11%) Analytics
6 18 (50.00%) Artificial Intelligence
7 17 (47.22%) Visualisation
8 14 (38.89%) Data Munging
8 14 (38.89%) Statistical Analysis
9 13 (36.11%) Configuration Management
9 13 (36.11%) Continuous Integration
9 13 (36.11%) Data Analytics
9 13 (36.11%) Sentiment Analysis
9 13 (36.11%) Translating Business Requirements
9 13 (36.11%) Unit Testing
10 12 (33.33%) Agile Software Development
10 12 (33.33%) Data Modelling
11 7 (19.44%) Applied Mathematics
11 7 (19.44%) Mathematics
12 6 (16.67%) Physics
Programming Languages
1 29 (80.56%) Python
2 23 (63.89%) SQL
3 20 (55.56%) C
3 20 (55.56%) R
4 19 (52.78%) Java
5 17 (47.22%) C++
6 16 (44.44%) JavaScript
7 9 (25.00%) Scala
8 7 (19.44%) Ada
8 7 (19.44%) Ada 95
8 7 (19.44%) C#
Qualifications
1 10 (27.78%) PhD
2 9 (25.00%) Degree
3 7 (19.44%) Security Cleared
4 3 (8.33%) Master's Degree
System Software
1 19 (52.78%) Docker
2 13 (36.11%) VirtualBox
3 3 (8.33%) Apache Flume
4 1 (2.78%) HDFS
Systems Management
1 13 (36.11%) Ansible
1 13 (36.11%) Docker Swarm
1 13 (36.11%) Kubernetes
1 13 (36.11%) Terraform
2 1 (2.78%) Oozie
Vendors
1 13 (36.11%) Cloudera
1 13 (36.11%) Databricks
1 13 (36.11%) Dataiku
1 13 (36.11%) Google
1 13 (36.11%) Hortonworks
2 8 (22.22%) Microsoft
3 3 (8.33%) Alteryx
3 3 (8.33%) Talend
4 2 (5.56%) Tableau