Period
to 15 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Caffe skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Caffe over the 6 months to 15 December 2019 with a comparison to the same period in the previous 2 years.

Caffe (Caffe2)
UK > England
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 970 1062 1091
Rank change year-on-year +92 +29 +121
Permanent jobs citing Caffe 47 66 101
As % of all permanent IT jobs advertised in England 0.039% 0.045% 0.060%
As % of the Libraries, Frameworks & Software Standards category 0.10% 0.11% 0.15%
Number of salaries quoted 38 63 76
England median annual salary £73,750 £67,500 £60,000
Median salary % change year-on-year +9.26% +12.50% -42.86%
10th Percentile £45,000 £50,000 £36,250
90th Percentile £113,250 £85,750 £73,750
UK median annual salary £73,750 £67,500 £60,000
% change year-on-year +9.26% +12.50% -42.86%

Caffe 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 46,824 58,191 67,715
As % of all permanent IT jobs advertised in England 38.39% 39.60% 40.29%
Number of salaries quoted 38,984 48,153 56,855
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,500 £30,000
90th Percentile £90,000 £85,000 £78,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Caffe
Job Vacancy Trend in England

Job postings citing Caffe as a percentage of all IT jobs advertised in England.

Job vacancy trend for Caffe in England

Caffe
Salary Trend in England

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

Salary trend for Caffe in England

Caffe
Salary Histogram in England

The salary distribution of IT jobs citing Caffe in England over the 6 months to 15 December 2019.

Salary histogram for Caffe in England

Caffe
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Caffe within the England region over the 6 months to 15 December 2019. 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 +80 31 £77,500 +12.73% 4
East of England +60 9 £55,000 -26.67% 2
South East +21 5 £50,000 -21.57% 1
South West - 2 £51,250 -
Caffe
UK

For the 6 months to 15 December 2019, IT jobs citing Caffe 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 Caffe.

1 47 (100.00%) Machine Learning
1 47 (100.00%) TensorFlow
2 42 (89.36%) Python
3 37 (78.72%) C++
4 33 (70.21%) Algorithms
5 26 (55.32%) PyTorch
6 25 (53.19%) Mathematics
6 25 (53.19%) Computer Science
7 23 (48.94%) PhD
8 22 (46.81%) Deep Learning
8 22 (46.81%) Problem-Solving
9 20 (42.55%) C
9 20 (42.55%) Artificial Intelligence
10 17 (36.17%) Electronics
11 15 (31.91%) Keras
12 13 (27.66%) Convolutional Neural Network
12 13 (27.66%) scikit-learn
12 13 (27.66%) Degree
13 12 (25.53%) Android
13 12 (25.53%) NumPy
14 11 (23.40%) Natural Language Processing
14 11 (23.40%) Pandas
14 11 (23.40%) Java
14 11 (23.40%) Torch
15 10 (21.28%) Bayesian Methods
16 9 (19.15%) Android Development
16 9 (19.15%) Computer Vision
16 9 (19.15%) AWS
16 9 (19.15%) Statistics
16 9 (19.15%) Use Case

Caffe
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 8 (17.02%) Apache Spark
2 3 (6.38%) DNN
3 1 (2.13%) Jupyter
Applications
1 1 (2.13%) Chatbot
Cloud Services
1 9 (19.15%) AWS
2 5 (10.64%) Amazon EC2
2 5 (10.64%) GCP
3 4 (8.51%) Azure
Communications & Networking
1 3 (6.38%) Internet
Database & Business Intelligence
1 5 (10.64%) Hadoop
1 5 (10.64%) NoSQL
2 4 (8.51%) MongoDB
2 4 (8.51%) Neo4j
2 4 (8.51%) PostgreSQL
2 4 (8.51%) RDBMS
2 4 (8.51%) Redis
2 4 (8.51%) Relational Database
2 4 (8.51%) SQL Server
Development Applications
1 1 (2.13%) Git (software)
General
1 17 (36.17%) Electronics
2 5 (10.64%) Marketing
3 3 (6.38%) Automotive
3 3 (6.38%) Finance
3 3 (6.38%) Retail
3 3 (6.38%) Telecoms
Job Titles
1 24 (51.06%) Machine Learning Engineer
2 7 (14.89%) Algorithm Engineer
2 7 (14.89%) Data Scientist
3 5 (10.64%) Principal Engineer
3 5 (10.64%) Senior Algorithm Engineer
4 4 (8.51%) Artificial Intelligence Specialist
4 4 (8.51%) Machine Learning Researcher
5 3 (6.38%) Graduate
5 3 (6.38%) Machine Learning Specialist
5 3 (6.38%) Senior Data Scientist
6 2 (4.26%) Machine Learning Scientist
7 1 (2.13%) Architect
7 1 (2.13%) Research Scientist
7 1 (2.13%) Senior Architect
7 1 (2.13%) Senior Manager
7 1 (2.13%) Senior Software Engineer
7 1 (2.13%) Software Engineer
Libraries, Frameworks & Software Standards
1 47 (100.00%) TensorFlow
2 26 (55.32%) PyTorch
3 15 (31.91%) Keras
4 13 (27.66%) scikit-learn
5 12 (25.53%) NumPy
6 11 (23.40%) Natural Language Processing
6 11 (23.40%) Pandas
6 11 (23.40%) Torch
7 8 (17.02%) MXNet
8 5 (10.64%) OpenCL
8 5 (10.64%) SciPy
9 4 (8.51%) Dask
9 4 (8.51%) Flask
9 4 (8.51%) PyMC3
9 4 (8.51%) React
9 4 (8.51%) REST
9 4 (8.51%) Theano
10 2 (4.26%) OpenCV
10 2 (4.26%) Unreal Engine
10 2 (4.26%) V-Ray
Miscellaneous
1 33 (70.21%) Algorithms
2 5 (10.64%) CUDA
3 4 (8.51%) Analytical Skills
3 4 (8.51%) Blog
3 4 (8.51%) Linux Command Line
4 3 (6.38%) Field-Programmable Gate Array
4 3 (6.38%) Robotics
5 2 (4.26%) User Experience
6 1 (2.13%) 3D Graphics
6 1 (2.13%) Clustering
6 1 (2.13%) Renewable Energy
6 1 (2.13%) SIMD
Operating Systems
1 12 (25.53%) Android
2 6 (12.77%) Linux
3 4 (8.51%) Unix
Processes & Methodologies
1 47 (100.00%) Machine Learning
2 25 (53.19%) Computer Science
2 25 (53.19%) Mathematics
3 22 (46.81%) Deep Learning
3 22 (46.81%) Problem-Solving
4 20 (42.55%) Artificial Intelligence
5 13 (27.66%) Convolutional Neural Network
6 10 (21.28%) Bayesian Methods
7 9 (19.15%) Android Development
7 9 (19.15%) Computer Vision
7 9 (19.15%) Statistics
7 9 (19.15%) Use Case
8 8 (17.02%) Data Science
8 8 (17.02%) Neural Network
8 8 (17.02%) Physics
9 7 (14.89%) Analytics
9 7 (14.89%) Embedded Software Development
9 7 (14.89%) Thought Leadership
10 6 (12.77%) Open Source
10 6 (12.77%) Performance Optimisation
Programming Languages
1 42 (89.36%) Python
2 37 (78.72%) C++
3 20 (42.55%) C
4 11 (23.40%) Java
5 8 (17.02%) SQL
6 6 (12.77%) R
7 5 (10.64%) Scala
8 4 (8.51%) MATLAB
9 2 (4.26%) C#
10 1 (2.13%) JavaScript
Qualifications
1 23 (48.94%) PhD
2 13 (27.66%) Degree
3 9 (19.15%) Computer Science Degree
4 1 (2.13%) Master's Degree
System Software
1 4 (8.51%) Docker
Systems Management
1 4 (8.51%) Kubernetes
Vendors
1 4 (8.51%) Microsoft
2 1 (2.13%) Apple
2 1 (2.13%) IBM
2 1 (2.13%) Pega
2 1 (2.13%) Salesforce.com