Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period in the previous 2 years.

Caffe (Caffe2)
UK > England
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 1072 1051 1219
Rank change year-on-year -21 +168 +78
Permanent jobs citing Caffe 63 107 6
As % of all permanent IT jobs advertised in England 0.042% 0.063% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.10% 0.16% 0.009%
Number of salaries quoted 61 79 1
England median annual salary £67,500 £60,000 £105,000
Median salary % change year-on-year +12.50% -42.86% -
10th Percentile £42,500 £41,000 £92,500
90th Percentile £83,750 £80,000 £117,500
UK median annual salary £67,500 £60,000 £105,000
% change year-on-year +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 60,163 68,064 70,265
As % of all permanent IT jobs advertised in England 39.93% 40.27% 39.16%
Number of salaries quoted 50,067 56,987 61,427
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £29,825 £28,750
90th Percentile £85,000 £78,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 17 November 2018.

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 17 November 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
South East +43 25 £62,500 +13.64% 4
London +16 25 £67,500 +8.00% 8
East of England +23 9 £75,000 +66.67% 1
Yorkshire +34 2 £27,500 -15.38%
North of England +22 2 £27,500 -54.17% 2
South West -18 1 £65,000 +30.00%
West Midlands - 1 £30,000 -
Midlands - 1 £30,000 -
Caffe
UK

For the 6 months to 17 November 2018, 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 61 (96.83%) TensorFlow
2 60 (95.24%) Machine Learning
3 45 (71.43%) Python
4 43 (68.25%) C++
5 42 (66.67%) Deep Learning
6 36 (57.14%) Keras
7 28 (44.44%) Computer Science
8 27 (42.86%) Degree
9 26 (41.27%) Mathematics
10 25 (39.68%) Artificial Intelligence
10 25 (39.68%) PhD
11 23 (36.51%) C
12 22 (34.92%) Algorithms
13 20 (31.75%) Computer Vision
14 19 (30.16%) Java
15 18 (28.57%) Linux
15 18 (28.57%) Electronics
16 17 (26.98%) Amazon AWS
17 16 (25.40%) Theano
18 15 (23.81%) MXNet
18 15 (23.81%) Agile Software Development
18 15 (23.81%) Robotics
19 13 (20.63%) Software Engineering
19 13 (20.63%) OpenCV
19 13 (20.63%) Torch
20 12 (19.05%) CNTK
20 12 (19.05%) Convolutional Neural Network
21 11 (17.46%) Data Science
21 11 (17.46%) NumPy
22 10 (15.87%) Parallel Programming

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 7 (11.11%) Apache Spark
2 5 (7.94%) Apache
3 4 (6.35%) Apache Pig
4 1 (1.59%) Jupyter
Cloud Services
1 17 (26.98%) Amazon AWS
2 5 (7.94%) Microsoft Azure
3 2 (3.17%) Amazon SageMaker
3 2 (3.17%) Google Cloud Platform
3 2 (3.17%) Serverless
Communications & Networking
1 2 (3.17%) Wireless
2 1 (1.59%) Skype
Database & Business Intelligence
1 8 (12.70%) Big Data
2 5 (7.94%) Hadoop
2 5 (7.94%) MySQL
2 5 (7.94%) PostgreSQL
2 5 (7.94%) SQL Server
3 4 (6.35%) Apache Cassandra
3 4 (6.35%) Apache Hive
3 4 (6.35%) MongoDB
3 4 (6.35%) NoSQL
4 3 (4.76%) Data Lake
4 3 (4.76%) HBase
4 3 (4.76%) Spotfire
5 2 (3.17%) Amazon Aurora
5 2 (3.17%) Amazon Redshift
6 1 (1.59%) Cosmos DB
6 1 (1.59%) Data Mining
6 1 (1.59%) Data Warehouse
Development Applications
1 7 (11.11%) Git (software)
2 5 (7.94%) Jenkins
3 3 (4.76%) Subversion
3 3 (4.76%) Visual Studio
3 3 (4.76%) Visual Studio Team System
4 2 (3.17%) Atlassian Bamboo
4 2 (3.17%) Bitbucket
4 2 (3.17%) JIRA
General
1 18 (28.57%) Electronics
2 6 (9.52%) Finance
3 3 (4.76%) Marketing
4 2 (3.17%) Financial Institution
5 1 (1.59%) Automotive
5 1 (1.59%) Manufacturing
5 1 (1.59%) Retail
Job Titles
1 18 (28.57%) Machine Learning Engineer
2 11 (17.46%) Software Engineer
3 8 (12.70%) Developer
4 7 (11.11%) Machine Learning Developer
5 6 (9.52%) Research Engineer
6 4 (6.35%) Data Scientist
6 4 (6.35%) Machine Learning Scientist
6 4 (6.35%) Python Engineer
6 4 (6.35%) Team Leader
7 3 (4.76%) Big Data Engineer
7 3 (4.76%) Computer Engineer
7 3 (4.76%) Computer Vision Engineer
7 3 (4.76%) Data Engineer
7 3 (4.76%) Research Scientist
7 3 (4.76%) Senior Data Scientist
8 2 (3.17%) AWS Developer
8 2 (3.17%) DevOps Engineer
8 2 (3.17%) Python Developer
8 2 (3.17%) Python Software Engineer
8 2 (3.17%) Software Development Team Leader
Libraries, Frameworks & Software Standards
1 61 (96.83%) TensorFlow
2 36 (57.14%) Keras
3 16 (25.40%) Theano
4 15 (23.81%) MXNet
5 13 (20.63%) OpenCV
5 13 (20.63%) Torch
6 12 (19.05%) CNTK
7 11 (17.46%) NumPy
8 9 (14.29%) Deeplearning4j
8 9 (14.29%) J2EE
9 8 (12.70%) OpenCL
10 4 (6.35%) DirectX
10 4 (6.35%) Natural Language Processing
10 4 (6.35%) OpenGL
10 4 (6.35%) OpenGL ES
10 4 (6.35%) scikit-learn
10 4 (6.35%) Unity (Game Engine)
10 4 (6.35%) Vulkan
11 3 (4.76%) Kafka
11 3 (4.76%) Velocity
Miscellaneous
1 28 (44.44%) Computer Science
2 22 (34.92%) Algorithms
3 15 (23.81%) Robotics
4 8 (12.70%) CUDA
5 4 (6.35%) Augmented Reality
5 4 (6.35%) SIMD
5 4 (6.35%) User Experience
6 2 (3.17%) Smart City
7 1 (1.59%) Analytical Skills
7 1 (1.59%) Fintech
7 1 (1.59%) Self-Motivation
Operating Systems
1 18 (28.57%) Linux
2 8 (12.70%) Android
2 8 (12.70%) Windows
3 7 (11.11%) Embedded Linux
Processes & Methodologies
1 60 (95.24%) Machine Learning
2 42 (66.67%) Deep Learning
3 26 (41.27%) Mathematics
4 25 (39.68%) Artificial Intelligence
5 20 (31.75%) Computer Vision
6 15 (23.81%) Agile Software Development
7 13 (20.63%) Software Engineering
8 12 (19.05%) Convolutional Neural Network
9 11 (17.46%) Data Science
10 10 (15.87%) Parallel Programming
11 9 (14.29%) Neural Network
11 9 (14.29%) Statistics
12 6 (9.52%) Analytics
12 6 (9.52%) Data Analysis
12 6 (9.52%) Embedded Software Development
12 6 (9.52%) Image Processing
12 6 (9.52%) Video Processing
13 5 (7.94%) Mechatronics
13 5 (7.94%) Value Proposition
14 4 (6.35%) Problem-Solving
Programming Languages
1 45 (71.43%) Python
2 43 (68.25%) C++
3 23 (36.51%) C
4 19 (30.16%) Java
5 9 (14.29%) Ada
5 9 (14.29%) Ada 95
6 8 (12.70%) R
7 4 (6.35%) MATLAB
7 4 (6.35%) Scala
7 4 (6.35%) SQL
8 3 (4.76%) C#
8 3 (4.76%) JavaScript
Qualifications
1 27 (42.86%) Degree
2 25 (39.68%) PhD
3 9 (14.29%) Master's Degree
4 8 (12.70%) Computer Science Degree
System Software
1 6 (9.52%) Docker
2 3 (4.76%) Apache Flume
Vendors
1 5 (7.94%) Google
2 4 (6.35%) Microsoft
3 3 (4.76%) Alteryx
3 3 (4.76%) Talend
4 2 (3.17%) NVIDIA
4 2 (3.17%) Tableau
5 1 (1.59%) Twitter