Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Neural Networks
North West > Manchester
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 279 273 -
Rank change year-on-year -6 - +282
Permanent jobs citing Neural Network 8 13 0
As % of all permanent IT jobs advertised in Manchester 0.11% 0.18% -
As % of the Processes & Methodologies category 0.12% 0.19% -
Number of salaries quoted 7 12 0
Manchester median annual salary £40,000 £30,000 -
Median salary % change year-on-year +33.33% - -
North West median annual salary £40,000 £30,000 -
% change year-on-year +33.33% - -

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,831 6,755 6,374
As % of all permanent IT jobs advertised in Manchester 91.61% 91.77% 90.98%
Number of salaries quoted 5,620 5,827 5,252
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £27,500 £26,250 £25,250
90th Percentile £67,500 £63,750 £60,000
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Neural Network
Job Vacancy Trend in Manchester

Job postings citing Neural Network as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Neural Network in Manchester

Neural Network
Salary Trend in Manchester

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

Salary trend for Neural Network in Manchester

Neural Network
Salary Histogram in Manchester

The salary distribution of IT jobs citing Neural Network in Manchester over the 6 months to 16 January 2018.

Salary histogram for Neural Network in Manchester

Neural Network
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Neural Network within the Manchester region over the 6 months to 16 January 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
Oldham +26 1 - -
Neural Network
North West

For the 6 months to 16 January 2018, 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 Manchester region with a requirement for Neural Network.

1 8 (100.00%) Python
1 8 (100.00%) Machine Learning
2 6 (75.00%) MATLAB
3 5 (62.50%) PhD
3 5 (62.50%) Analytics
3 5 (62.50%) Decision Tree
4 4 (50.00%) R
4 4 (50.00%) C++
4 4 (50.00%) Statistics
5 3 (37.50%) Natural Language Processing
5 3 (37.50%) Logistic Regression
5 3 (37.50%) Mathematics
5 3 (37.50%) Deep Learning
6 2 (25.00%) Relational Database
6 2 (25.00%) Data Analytics
6 2 (25.00%) TensorFlow
6 2 (25.00%) C
6 2 (25.00%) NoSQL
6 2 (25.00%) Degree
6 2 (25.00%) Big Data
6 2 (25.00%) Agile Software Development
6 2 (25.00%) Software Engineering
6 2 (25.00%) Scala
6 2 (25.00%) SQL Server
6 2 (25.00%) SPSS
6 2 (25.00%) Sentiment Analysis
6 2 (25.00%) Apache Spark
6 2 (25.00%) Algorithms
6 2 (25.00%) Linear Regression
7 1 (12.50%) scikit-learn

Neural Network
Co-occurring IT Skills in Manchester 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 2 (25.00%) Apache Spark
2 1 (12.50%) Apache Pig
2 1 (12.50%) Jupyter
2 1 (12.50%) SAS
Applications
1 2 (25.00%) SPSS
2 1 (12.50%) GNU Octave
2 1 (12.50%) S-PLUS
2 1 (12.50%) Stata
Cloud Services
1 1 (12.50%) Amazon AWS
Database & Business Intelligence
1 2 (25.00%) Big Data
1 2 (25.00%) NoSQL
1 2 (25.00%) Relational Database
1 2 (25.00%) SQL Server
2 1 (12.50%) Apache Cassandra
2 1 (12.50%) Apache Hive
2 1 (12.50%) Data Mining
2 1 (12.50%) Hadoop
2 1 (12.50%) HBase
2 1 (12.50%) RDBMS
2 1 (12.50%) Text Mining
General
1 1 (12.50%) Marketing
Job Titles
1 5 (62.50%) Data Scientist
2 2 (25.00%) Machine Learning Engineer
2 2 (25.00%) Machine Learning Scientist
3 1 (12.50%) Computer Engineer
3 1 (12.50%) Computer Vision Engineer
3 1 (12.50%) Process Engineer
Libraries, Frameworks & Software Standards
1 3 (37.50%) Natural Language Processing
2 2 (25.00%) TensorFlow
3 1 (12.50%) .NET
3 1 (12.50%) .NET Core
3 1 (12.50%) AngularJS
3 1 (12.50%) CoreNLP
3 1 (12.50%) Keras
3 1 (12.50%) scikit-learn
3 1 (12.50%) Web Services
Miscellaneous
1 2 (25.00%) Algorithms
2 1 (12.50%) Social Media
Processes & Methodologies
1 8 (100.00%) Machine Learning
2 5 (62.50%) Analytics
2 5 (62.50%) Decision Tree
3 4 (50.00%) Statistics
4 3 (37.50%) Deep Learning
4 3 (37.50%) Logistic Regression
4 3 (37.50%) Mathematics
5 2 (25.00%) Agile Software Development
5 2 (25.00%) Data Analytics
5 2 (25.00%) Linear Regression
5 2 (25.00%) Sentiment Analysis
5 2 (25.00%) Software Engineering
6 1 (12.50%) Actionable Insight
6 1 (12.50%) Artificial Intelligence
6 1 (12.50%) Benchmarking
6 1 (12.50%) Computational Linguistics
6 1 (12.50%) Computer Vision
6 1 (12.50%) Random Forest
6 1 (12.50%) Statistical Analysis
6 1 (12.50%) Validation
Programming Languages
1 8 (100.00%) Python
2 6 (75.00%) MATLAB
3 4 (50.00%) C++
3 4 (50.00%) R
4 2 (25.00%) C
4 2 (25.00%) Scala
5 1 (12.50%) Java
5 1 (12.50%) JavaScript
5 1 (12.50%) SQL
5 1 (12.50%) T-SQL
Qualifications
1 5 (62.50%) PhD
2 2 (25.00%) Degree
Vendors
1 1 (12.50%) Splunk