Period
to 23 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Torch skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Torch over the 6 months to 23 October 2017 with a comparison to the same period in the previous 2 years.

Torch Scientific Computing Framework
UK
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 1156 1204 1315
Rank change year-on-year +48 +111 -
Permanent jobs citing Torch 25 20 1
As % of all permanent IT jobs advertised in the UK 0.014% 0.011% 0.000%
As % of the Libraries, Frameworks & Software Standards category 0.035% 0.027% 0.001%
Number of salaries quoted 23 19 0
UK median annual salary £70,000 £40,000 -
Median salary % change year-on-year +75.00% - -
UK excluding London median annual salary £55,000 £40,000 -
% change year-on-year +37.50% - -

Torch 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 with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 70534 73771 82924
As % of all permanent IT jobs advertised in the UK 40.18% 38.90% 37.91%
Number of salaries quoted 58404 63963 70921
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Torch
Job Vacancy Trend

Job postings citing Torch as a percentage of all IT jobs advertised.

Job vacancy trend for Torch in the UK

Torch
Salary Trend

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

Salary trend for Torch in the UK

Torch
Salary Histogram

The salary distribution of IT jobs citing Torch over the 6 months to 23 October 2017.

Salary histogram for Torch in the UK

Torch
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Torch within the UK over the 6 months to 23 October 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
England +80 25 £70,000 +75.00% 1
London +15 16 £76,250 -4.69%
UK excluding London +43 9 £55,000 +37.50% 1
South East +58 3 £55,000 -33.33% 1
East of England - 3 £47,500 -
South West - 2 £70,000 -
North of England -6 1 £32,500 -18.75%
Yorkshire - 1 £32,500 -

For the 6 months to 23 October 2017, IT jobs citing Torch also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Torch.

1 23 (92.00%) Machine Learning
1 23 (92.00%) TensorFlow
2 19 (76.00%) Deep Learning
2 19 (76.00%) Python
3 18 (72.00%) C++
4 16 (64.00%) Algorithms
5 15 (60.00%) Artificial Intelligence
6 14 (56.00%) Neural Network
7 13 (52.00%) PhD
7 13 (52.00%) Computer Vision
7 13 (52.00%) Theano
8 10 (40.00%) Keras
8 10 (40.00%) Java
8 10 (40.00%) Mathematics
9 8 (32.00%) Computer Science
10 7 (28.00%) CUDA
10 7 (28.00%) Degree
11 6 (24.00%) Convolutional Neural Network
11 6 (24.00%) Ruby
12 5 (20.00%) Statistics
12 5 (20.00%) NumPy
12 5 (20.00%) Natural Language Processing
12 5 (20.00%) Haskell
12 5 (20.00%) C#
12 5 (20.00%) OOP
12 5 (20.00%) NHS
12 5 (20.00%) scikit-learn
12 5 (20.00%) Kotlin
13 4 (16.00%) Reinforcement Learning
14 3 (12.00%) Physics

Torch
Co-occurring IT Skills 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 (12.00%) DNN
2 1 (4.00%) Apache Spark
Database & Business Intelligence
1 1 (4.00%) Geospatial Data
1 1 (4.00%) Hadoop
Development Applications
1 1 (4.00%) JUnit
General
1 3 (12.00%) Electronics
2 1 (4.00%) Games
2 1 (4.00%) Publishing
Job Titles
1 7 (28.00%) Machine Learning Engineer
2 6 (24.00%) Machine Learning Scientist
3 4 (16.00%) Computer Engineer
3 4 (16.00%) Computer Vision Engineer
3 4 (16.00%) Data Scientist
3 4 (16.00%) Machine Learning Researcher
4 1 (4.00%) Android Engineer
4 1 (4.00%) C++ Developer
4 1 (4.00%) Data Engineer
4 1 (4.00%) Developer
4 1 (4.00%) Graduate
4 1 (4.00%) Graduate Software Engineer
4 1 (4.00%) Network Engineer
4 1 (4.00%) Research Engineer
4 1 (4.00%) Research Scientist
4 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 23 (92.00%) TensorFlow
2 13 (52.00%) Theano
3 10 (40.00%) Keras
4 5 (20.00%) Natural Language Processing
4 5 (20.00%) NumPy
4 5 (20.00%) scikit-learn
5 3 (12.00%) OpenCL
6 2 (8.00%) OpenACC
6 2 (8.00%) OpenCV
7 1 (4.00%) CNTK
7 1 (4.00%) HEVC
7 1 (4.00%) MXNet
7 1 (4.00%) OpenGL
7 1 (4.00%) OpenGL ES
7 1 (4.00%) Pandas
7 1 (4.00%) Vulkan
Miscellaneous
1 16 (64.00%) Algorithms
2 8 (32.00%) Computer Science
3 7 (28.00%) CUDA
4 5 (20.00%) NHS
5 2 (8.00%) Robotics
6 1 (4.00%) 3D Graphics
6 1 (4.00%) Analytical Skills
6 1 (4.00%) Augmented Reality
6 1 (4.00%) GPGPU
Operating Systems
1 1 (4.00%) Android
1 1 (4.00%) Linux
1 1 (4.00%) Unix
Processes & Methodologies
1 23 (92.00%) Machine Learning
2 19 (76.00%) Deep Learning
3 15 (60.00%) Artificial Intelligence
4 14 (56.00%) Neural Network
5 13 (52.00%) Computer Vision
6 10 (40.00%) Mathematics
7 6 (24.00%) Convolutional Neural Network
8 5 (20.00%) OOP
8 5 (20.00%) Statistics
9 4 (16.00%) Reinforcement Learning
10 3 (12.00%) Analytics
10 3 (12.00%) Image Processing
10 3 (12.00%) Open Source
10 3 (12.00%) Physics
10 3 (12.00%) Statistical Modelling
11 2 (8.00%) Creative Problem-Solving
11 2 (8.00%) Informatics
11 2 (8.00%) Signal Processing
11 2 (8.00%) Software Engineering
12 1 (4.00%) Probabilistic Modelling
Programming Languages
1 19 (76.00%) Python
2 18 (72.00%) C++
3 10 (40.00%) Java
4 6 (24.00%) Ruby
5 5 (20.00%) C#
5 5 (20.00%) Haskell
5 5 (20.00%) Kotlin
6 2 (8.00%) C
6 2 (8.00%) MATLAB
6 2 (8.00%) R
7 1 (4.00%) Assembly Language
7 1 (4.00%) Perl
7 1 (4.00%) Scala
7 1 (4.00%) SQL
Qualifications
1 13 (52.00%) PhD
2 7 (28.00%) Degree
3 1 (4.00%) Computer Science Degree
Vendors
1 1 (4.00%) Lattice Semiconductor