Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Neural Network skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Neural Network over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Neural Networks
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 359 351 -
Rank change year-on-year -8 - +384
Permanent jobs citing Neural Network 15 14 0
As % of all permanent IT jobs advertised in the North West 0.11% 0.11% -
As % of the Processes & Methodologies category 0.13% 0.13% -
Number of salaries quoted 14 12 0
North West median annual salary £47,500 £34,000 -
Median salary % change year-on-year +39.71% - -
England median annual salary £65,000 £52,500 £65,000
% change year-on-year +23.81% -19.23% -3.70%

Neural Network is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11904 11034 11658
As % of all permanent IT jobs advertised in the North West 89.83% 89.75% 89.47%
Number of salaries quoted 9471 9201 9634
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Neural Network
Job Vacancy Trend in the North West

Job postings citing Neural Network as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Neural Network in the North West

Neural Network
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Neural Network in the North West.

Salary trend for Neural Network in the North West

Neural Network
Salary Histogram in the North West

The salary distribution of IT jobs citing Neural Network in the North West over the 6 months to 20 November 2017.

Salary histogram for Neural Network in the North West

Neural Network
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the North West region over the 6 months to 20 November 2017. 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
Manchester -1 15 £47,500 +58.33% 1
Neural Network
England

For the 6 months to 20 November 2017, IT jobs citing Neural Network also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Neural Network.

1 12 (80.00%) Analytics
2 10 (66.67%) Python
2 10 (66.67%) Machine Learning
3 9 (60.00%) Data Analytics
4 8 (53.33%) Big Data
4 8 (53.33%) SQL
5 7 (46.67%) PhD
5 7 (46.67%) MATLAB
5 7 (46.67%) Logistic Regression
5 7 (46.67%) Hadoop
6 6 (40.00%) Apache Hive
6 6 (40.00%) Cluster Analysis
6 6 (40.00%) Text Mining
6 6 (40.00%) Data Mining
6 6 (40.00%) Decision Tree
7 5 (33.33%) Agile Software Development
7 5 (33.33%) CHAID
7 5 (33.33%) C++
7 5 (33.33%) Service Delivery
7 5 (33.33%) Mathematics
7 5 (33.33%) R
7 5 (33.33%) Statistics
8 4 (26.67%) Deep Learning
9 3 (20.00%) Relational Database
9 3 (20.00%) Statistical Analysis
9 3 (20.00%) Visualisation
9 3 (20.00%) NoSQL
9 3 (20.00%) Apache Spark
9 3 (20.00%) SPSS
10 2 (13.33%) C

Neural Network
Co-occurring IT Skills in the North West 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 2 (13.33%) SAS
3 1 (6.67%) Apache
3 1 (6.67%) Apache Pig
3 1 (6.67%) Jupyter
Applications
1 3 (20.00%) SPSS
2 1 (6.67%) GNU Octave
2 1 (6.67%) S-PLUS
2 1 (6.67%) Stata
2 1 (6.67%) Weka
Database & Business Intelligence
1 8 (53.33%) Big Data
2 7 (46.67%) Hadoop
3 6 (40.00%) Apache Hive
3 6 (40.00%) Data Mining
3 6 (40.00%) Text Mining
4 3 (20.00%) NoSQL
4 3 (20.00%) Relational Database
5 2 (13.33%) SQL Server
6 1 (6.67%) Apache Cassandra
6 1 (6.67%) HBase
6 1 (6.67%) QlikView
6 1 (6.67%) RDBMS
6 1 (6.67%) Yellowfin
Job Titles
1 13 (86.67%) Data Scientist
2 3 (20.00%) Machine Learning Scientist
3 1 (6.67%) Computer Engineer
3 1 (6.67%) Computer Vision Engineer
3 1 (6.67%) Machine Learning Engineer
3 1 (6.67%) Process Engineer
Libraries, Frameworks & Software Standards
1 2 (13.33%) Natural Language Processing
2 1 (6.67%) .NET
2 1 (6.67%) .NET Core
2 1 (6.67%) AngularJS
2 1 (6.67%) CoreNLP
2 1 (6.67%) D3.js
2 1 (6.67%) Kafka
2 1 (6.67%) Keras
2 1 (6.67%) NumPy
2 1 (6.67%) PySpark
2 1 (6.67%) scikit-learn
2 1 (6.67%) TensorFlow
Miscellaneous
1 2 (13.33%) Algorithms
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Computer Science
2 1 (6.67%) Social Media
Processes & Methodologies
1 12 (80.00%) Analytics
2 10 (66.67%) Machine Learning
3 9 (60.00%) Data Analytics
4 7 (46.67%) Logistic Regression
5 6 (40.00%) Cluster Analysis
5 6 (40.00%) Decision Tree
6 5 (33.33%) Agile Software Development
6 5 (33.33%) CHAID
6 5 (33.33%) Mathematics
6 5 (33.33%) Service Delivery
6 5 (33.33%) Statistics
7 4 (26.67%) Deep Learning
8 3 (20.00%) Statistical Analysis
8 3 (20.00%) Visualisation
9 2 (13.33%) Artificial Intelligence
9 2 (13.33%) Data Analysis
9 2 (13.33%) Data Visualisation
9 2 (13.33%) Physics
9 2 (13.33%) Predictive Analytics
9 2 (13.33%) Predictive Modelling
Programming Languages
1 10 (66.67%) Python
2 8 (53.33%) SQL
3 7 (46.67%) MATLAB
4 5 (33.33%) C++
4 5 (33.33%) R
5 2 (13.33%) C
6 1 (6.67%) Java
6 1 (6.67%) JavaScript
6 1 (6.67%) Scala
6 1 (6.67%) T-SQL
Qualifications
1 7 (46.67%) PhD
2 2 (13.33%) Degree
Vendors
1 1 (6.67%) Splunk