Period
to 23 May 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Computer Vision skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Computer Vision over the 6 months to 23 May 2018 with a comparison to the same period in the previous 2 years.

Computer Vision
England > South East
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 413 492 582
Rank change year-on-year +79 +90 +38
Permanent jobs citing Computer Vision 138 42 30
As % of all permanent IT jobs advertised in the South East 0.45% 0.14% 0.080%
As % of the Processes & Methodologies category 0.51% 0.16% 0.090%
Number of salaries quoted 122 71 31
South East median annual salary £60,000 £40,000 £45,000
Median salary % change year-on-year +50.00% -11.11% +12.50%
10th Percentile £33,875 £26,250 £32,000
90th Percentile £76,250 £47,500 £63,750
England median annual salary £55,000 £42,500 £45,000
% change year-on-year +29.41% -5.56% -

Computer Vision 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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,903 25,485 33,224
As % of all permanent IT jobs advertised in the South East 88.69% 87.72% 88.27%
Number of salaries quoted 22,279 20,975 28,005
South East median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - -
10th Percentile £28,000 £27,000 £26,250
90th Percentile £70,000 £68,000 £68,750
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Computer Vision
Job Vacancy Trend in the South East

Job postings citing Computer Vision as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Computer Vision in the South East

Computer Vision
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Computer Vision in the South East.

Salary trend for Computer Vision in the South East

Computer Vision
Salary Histogram in the South East

The salary distribution of IT jobs citing Computer Vision in the South East over the 6 months to 23 May 2018.

Salary histogram for Computer Vision in the South East

Computer Vision
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Computer Vision within the South East region over the 6 months to 23 May 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
Thames Valley +74 115 £60,000 +50.00% 20
Oxfordshire +66 105 £60,000 +41.18% 20
Surrey +8 11 £75,000 +76.47% 4
Berkshire - 10 £30,000 -
West Sussex +6 7 £40,000 +11.11% 2
Hampshire -30 4 £60,000 +33.33% 3
Middlesex - 1 £60,000 -
Computer Vision
England

For the 6 months to 23 May 2018, IT jobs citing Computer Vision 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 South East region with a requirement for Computer Vision.

1 102 (73.91%) C++
2 94 (68.12%) Machine Learning
3 83 (60.14%) Python
4 74 (53.62%) Deep Learning
5 70 (50.72%) PhD
6 60 (43.48%) Artificial Intelligence
6 60 (43.48%) Neural Network
6 60 (43.48%) Algorithms
7 51 (36.96%) Linux
8 42 (30.43%) Mathematics
8 42 (30.43%) Software Engineering
9 37 (26.81%) Bayesian Methods
10 36 (26.09%) C
11 34 (24.64%) Computer Science
11 34 (24.64%) Natural Language Processing
12 28 (20.29%) MATLAB
13 27 (19.57%) Image Processing
13 27 (19.57%) TensorFlow
14 25 (18.12%) Reinforcement Learning
14 25 (18.12%) Degree
15 24 (17.39%) C#
16 22 (15.94%) Robotics
17 21 (15.22%) Windows
18 20 (14.49%) Java
19 18 (13.04%) OpenCV
20 17 (12.32%) Signal Processing
21 16 (11.59%) Multithreading
21 16 (11.59%) Physics
21 16 (11.59%) Data Science
21 16 (11.59%) DevOps

Computer Vision
Co-occurring IT Skills in the South East 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 (2.17%) DNN
2 2 (1.45%) Apache
2 2 (1.45%) Apache Spark
3 1 (0.72%) Apache Solr
3 1 (0.72%) SAS
Applications
1 8 (5.80%) GNU Octave
2 3 (2.17%) Simulink
3 1 (0.72%) AutoCAD
3 1 (0.72%) Maya
3 1 (0.72%) MotionBuilder
Cloud Services
1 14 (10.14%) Amazon AWS
Communications & Networking
1 3 (2.17%) VPN
Database & Business Intelligence
1 11 (7.97%) Big Data
2 1 (0.72%) Apache Cassandra
2 1 (0.72%) Apache Hive
2 1 (0.72%) GIS
2 1 (0.72%) Hadoop
2 1 (0.72%) HBase
2 1 (0.72%) Impala
2 1 (0.72%) Relational Database
Development Applications
1 8 (5.80%) Git (software)
1 8 (5.80%) Subversion
2 4 (2.90%) Visual Studio
General
1 13 (9.42%) Finance
2 9 (6.52%) Electronics
3 7 (5.07%) Games
4 3 (2.17%) Military
5 2 (1.45%) Aerospace
5 2 (1.45%) Automotive
Job Titles
1 44 (31.88%) Computer Engineer
1 44 (31.88%) Computer Vision Engineer
2 29 (21.01%) Software Engineer
3 20 (14.49%) Developer
4 15 (10.87%) Machine Learning Engineer
5 14 (10.14%) C++ Software Engineer
6 11 (7.97%) DevOps Engineer
7 10 (7.25%) Software Developer
8 9 (6.52%) C++ Developer
8 9 (6.52%) Data Scientist
8 9 (6.52%) Systems Engineer
9 8 (5.80%) Graduate
9 8 (5.80%) Machine Learning Researcher
10 7 (5.07%) Cloud Engineer
10 7 (5.07%) Developer/Software Engineer
10 7 (5.07%) Linux Engineer
10 7 (5.07%) Python Engineer
11 6 (4.35%) Python Developer
12 5 (3.62%) Linux Systems Engineer
13 4 (2.90%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 34 (24.64%) Natural Language Processing
2 27 (19.57%) TensorFlow
3 18 (13.04%) OpenCV
4 6 (4.35%) Keras
4 6 (4.35%) OpenCL
5 5 (3.62%) Qt
6 4 (2.90%) MFC
6 4 (2.90%) QML
7 3 (2.17%) Boost C++ Libraries
7 3 (2.17%) STL
8 2 (1.45%) .NET
8 2 (1.45%) Django
9 1 (0.72%) .NET Framework
9 1 (0.72%) Akka
9 1 (0.72%) DirectX
9 1 (0.72%) Kafka
9 1 (0.72%) OpenGL
9 1 (0.72%) Theano
9 1 (0.72%) Unity (Game Engine)
9 1 (0.72%) WCF
Miscellaneous
1 60 (43.48%) Algorithms
2 34 (24.64%) Computer Science
3 22 (15.94%) Robotics
4 14 (10.14%) CUDA
5 7 (5.07%) Self-Motivation
6 3 (2.17%) Field-Programmable Gate Array
7 2 (1.45%) Device Driver
7 2 (1.45%) Embedded Systems
7 2 (1.45%) User Experience
8 1 (0.72%) 3D Graphics
8 1 (0.72%) Animation
8 1 (0.72%) VHDL
Operating Systems
1 51 (36.96%) Linux
2 21 (15.22%) Windows
3 7 (5.07%) Robot Operating System
4 6 (4.35%) Android
5 2 (1.45%) Embedded Linux
6 1 (0.72%) Apple iOS
6 1 (0.72%) Unix
Processes & Methodologies
1 94 (68.12%) Machine Learning
2 74 (53.62%) Deep Learning
3 60 (43.48%) Artificial Intelligence
3 60 (43.48%) Neural Network
4 42 (30.43%) Mathematics
4 42 (30.43%) Software Engineering
5 37 (26.81%) Bayesian Methods
6 27 (19.57%) Image Processing
7 25 (18.12%) Reinforcement Learning
8 17 (12.32%) Signal Processing
9 16 (11.59%) Data Science
9 16 (11.59%) DevOps
9 16 (11.59%) Multithreading
9 16 (11.59%) Physics
10 12 (8.70%) Biology
10 12 (8.70%) Computational Biology
10 12 (8.70%) Computational Linguistics
10 12 (8.70%) Linear Algebra
10 12 (8.70%) Probabilistic Modelling
10 12 (8.70%) SDLC
Programming Languages
1 102 (73.91%) C++
2 83 (60.14%) Python
3 36 (26.09%) C
4 28 (20.29%) MATLAB
5 24 (17.39%) C#
6 20 (14.49%) Java
7 11 (7.97%) R
8 9 (6.52%) SQL
9 2 (1.45%) Scala
10 1 (0.72%) Bash Shell
10 1 (0.72%) Embedded C
10 1 (0.72%) Embedded C++
10 1 (0.72%) Fortran
Qualifications
1 70 (50.72%) PhD
2 25 (18.12%) Degree
3 6 (4.35%) Computer Science Degree
4 3 (2.17%) Cisco Certification
Quality Assurance & Compliance
1 1 (0.72%) DICOM
System Software
1 3 (2.17%) pfSense
2 2 (1.45%) Firmware
3 1 (0.72%) Apache Flume
Systems Management
1 3 (2.17%) Ansible
1 3 (2.17%) Opscode Chef
1 3 (2.17%) Puppet
2 1 (0.72%) Terraform
Vendors
1 10 (7.25%) SaltStack
2 3 (2.17%) Cisco
3 2 (1.45%) Google
4 1 (0.72%) Altera
4 1 (0.72%) Cloudera
4 1 (0.72%) Hortonworks
4 1 (0.72%) MapR
4 1 (0.72%) Xilinx