Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Neural Network skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Neural Network over the 6 months to 24 November 2017 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.

Neural Networks
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 564 606 598
Rank change year-on-year +42 -8 +15
Contract jobs citing Neural Network 65 14 15
As % of all contract IT jobs advertised in London 0.14% 0.031% 0.032%
As % of the Processes & Methodologies category 0.16% 0.036% 0.038%
Number of daily rates quoted 59 10 12
London median daily rate £575 £550 £425
Median daily rate % change year-on-year +4.55% +29.41% +70.00%
10th Percentile £412 £468 £413
90th Percentile £750 £599 £500
England median daily rate £575 £481 £425
% change year-on-year +19.48% +13.24% +70.00%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £45.00 - -

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

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40944 38874 39353
As % of all contract IT jobs advertised in London 86.93% 86.19% 83.83%
Number of daily rates quoted 29776 27868 28102
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £306 £288
90th Percentile £675 £644 £638
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 374 407 470
London median hourly rate £22.50 £21.75 £20.00
Median hourly rate % change year-on-year +3.45% +8.75% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £56.30 £50.05 £50.00
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Neural Network
Job Vacancy Trend in London

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

Job vacancy trend for Neural Network in London

Neural Network
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Neural Network in London

Neural Network
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Neural Network in London over the 6 months to 24 November 2017.

Contractor daily rate histogram for Neural Network in London

Neural Network
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Neural Network within the London region over the 6 months to 24 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East London - 9 £600 -
Central London +5 5 £500 -13.04% 5
West London -7 3 £540 - 2
Neural Network
England

For the 6 months to 24 November 2017, IT contractor 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 contract ads across the London region with a requirement for Neural Network.

1 60 (92.31%) Python
2 56 (86.15%) Machine Learning
3 37 (56.92%) TensorFlow
4 27 (41.54%) R
5 26 (40.00%) Apache Spark
6 24 (36.92%) Theano
7 23 (35.38%) Hadoop
8 22 (33.85%) Finance
9 21 (32.31%) Keras
9 21 (32.31%) Analytics
10 20 (30.77%) Algorithms
11 19 (29.23%) Retail
12 18 (27.69%) Artificial Intelligence
12 18 (27.69%) Java
12 18 (27.69%) Computer Science
13 17 (26.15%) Degree
14 16 (24.62%) Natural Language Processing
14 16 (24.62%) PhD
15 15 (23.08%) JavaScript
16 14 (21.54%) MXNet
17 13 (20.00%) Big Data
18 12 (18.46%) Analytical Skills
19 11 (16.92%) Elasticsearch
19 11 (16.92%) Deep Learning
19 11 (16.92%) Mathematics
19 11 (16.92%) Django
19 11 (16.92%) Apache
19 11 (16.92%) Agile Software Development
20 10 (15.38%) Linux
20 10 (15.38%) C#

Neural Network
Co-occurring IT Skills in London 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 26 (40.00%) Apache Spark
2 11 (16.92%) Apache
2 11 (16.92%) Elasticsearch
3 3 (4.62%) Jupyter
4 1 (1.54%) SAS
Applications
1 10 (15.38%) Chatbot
2 1 (1.54%) SPSS
Business Applications
1 1 (1.54%) WebTrends
Cloud Services
1 10 (15.38%) Dialogflow
2 7 (10.77%) Amazon AWS
3 5 (7.69%) Google Cloud Platform
4 1 (1.54%) Google Analytics
4 1 (1.54%) Microsoft Azure
Communications & Networking
1 3 (4.62%) Intranet
2 1 (1.54%) Broadband
Database & Business Intelligence
1 23 (35.38%) Hadoop
2 13 (20.00%) Big Data
3 9 (13.85%) Geospatial Data
4 6 (9.23%) Data Mining
5 4 (6.15%) BigQuery
6 3 (4.62%) Apache Hive
6 3 (4.62%) NoSQL
7 2 (3.08%) Apache Cassandra
7 2 (3.08%) Blockchain
7 2 (3.08%) HBase
8 1 (1.54%) Data Lake
8 1 (1.54%) Data Warehouse
8 1 (1.54%) MongoDB
8 1 (1.54%) MySQL
8 1 (1.54%) Power BI
8 1 (1.54%) Relational Database
8 1 (1.54%) SQL Server
8 1 (1.54%) SQL Server Integration Services
8 1 (1.54%) SQL Server Reporting Services
8 1 (1.54%) Text Mining
Development Applications
1 4 (6.15%) JIRA
2 3 (4.62%) Git (software)
General
1 22 (33.85%) Finance
2 19 (29.23%) Retail
3 2 (3.08%) Banking
3 2 (3.08%) Marketing
4 1 (1.54%) Military
4 1 (1.54%) Telecoms
Job Titles
1 47 (72.31%) Data Scientist
2 22 (33.85%) Machine Learning Scientist
3 12 (18.46%) Senior Data Scientist
4 5 (7.69%) Analyst
5 4 (6.15%) Innovation Manager
5 4 (6.15%) Machine Learning Engineer
5 4 (6.15%) Project Manager
6 3 (4.62%) Business Analyst
6 3 (4.62%) Data Engineer
6 3 (4.62%) Product Manager
7 2 (3.08%) Data Analyst
7 2 (3.08%) Developer
7 2 (3.08%) Digital Analyst
7 2 (3.08%) Digital Business Analyst
8 1 (1.54%) Big Data Analyst
8 1 (1.54%) Digital Analytics Specialist
8 1 (1.54%) Machine Learning Specialist
8 1 (1.54%) MATLAB Engineer
8 1 (1.54%) SQL BI Developer
8 1 (1.54%) SSRS Developer
Libraries, Frameworks & Software Standards
1 37 (56.92%) TensorFlow
2 24 (36.92%) Theano
3 21 (32.31%) Keras
4 16 (24.62%) Natural Language Processing
5 14 (21.54%) MXNet
6 11 (16.92%) Django
7 10 (15.38%) Pandas
7 10 (15.38%) REST
7 10 (15.38%) XML
8 9 (13.85%) NumPy
9 8 (12.31%) PySpark
10 5 (7.69%) scikit-learn
10 5 (7.69%) SciPy
11 4 (6.15%) Deeplearning4j
12 3 (4.62%) Torch
13 2 (3.08%) Kafka
14 1 (1.54%) D3.js
14 1 (1.54%) Flask
14 1 (1.54%) Google Maps API
14 1 (1.54%) OpenCV
Miscellaneous
1 20 (30.77%) Algorithms
2 18 (27.69%) Computer Science
3 12 (18.46%) Analytical Skills
4 4 (6.15%) Music Streaming
5 2 (3.08%) Data Centre
6 1 (1.54%) Digital Signage
6 1 (1.54%) Foreign Exchange (FX)
6 1 (1.54%) Greenfield Project
6 1 (1.54%) Robotics
Operating Systems
1 10 (15.38%) Linux
2 6 (9.23%) Unix
Processes & Methodologies
1 56 (86.15%) Machine Learning
2 21 (32.31%) Analytics
3 18 (27.69%) Artificial Intelligence
4 11 (16.92%) Agile Software Development
4 11 (16.92%) Deep Learning
4 11 (16.92%) Mathematics
5 10 (15.38%) Logistic Regression
5 10 (15.38%) Open Source
5 10 (15.38%) User Stories
6 9 (13.85%) Physics
6 9 (13.85%) Stakeholder Management
7 8 (12.31%) Statistics
8 7 (10.77%) Gradient Boosting
9 6 (9.23%) Decision Tree
9 6 (9.23%) DevOps
9 6 (9.23%) Kalman Filter
9 6 (9.23%) Predictive Modelling
9 6 (9.23%) PRINCE
9 6 (9.23%) Product Management
10 5 (7.69%) Operations Research
Programming Languages
1 60 (92.31%) Python
2 27 (41.54%) R
3 18 (27.69%) Java
4 15 (23.08%) JavaScript
5 10 (15.38%) C#
6 8 (12.31%) Shell Script
7 7 (10.77%) SQL
8 3 (4.62%) MATLAB
9 2 (3.08%) C
9 2 (3.08%) Scala
10 1 (1.54%) C++
10 1 (1.54%) Cypher
10 1 (1.54%) T-SQL
Qualifications
1 17 (26.15%) Degree
2 16 (24.62%) PhD
3 7 (10.77%) Computer Science Degree
4 6 (9.23%) PMP
5 1 (1.54%) Master's Degree
System Software
1 4 (6.15%) Docker
2 2 (3.08%) Apache Flume
2 2 (3.08%) HDFS
Systems Management
1 2 (3.08%) Oozie
2 1 (1.54%) Hadoop YARN
Vendors
1 6 (9.23%) Google
1 6 (9.23%) Tableau
2 4 (6.15%) Microsoft
2 4 (6.15%) MicroStrategy
3 1 (1.54%) Cloudera
3 1 (1.54%) Hortonworks
3 1 (1.54%) MapR