Period
to 22 August 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 22 August 2018 with a comparison to the same period in the previous 2 years.

Computer Vision
England > South East
6 months to
22 Aug 2018
Same period 2017 Same period 2016
Rank 341 457 531
Rank change year-on-year +116 +74 +95
Permanent jobs citing Computer Vision 215 81 83
As % of all permanent IT jobs advertised in the South East 0.72% 0.28% 0.23%
As % of the Processes & Methodologies category 0.81% 0.31% 0.25%
Number of salaries quoted 194 89 104
South East median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% +12.50%
10th Percentile £38,750 £26,250 £27,500
90th Percentile £72,500 £47,000 £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 26,571 25,942 32,842
As % of all permanent IT jobs advertised in the South East 89.53% 89.10% 89.06%
Number of salaries quoted 21,972 21,453 27,507
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £26,900 £27,000
90th Percentile £70,000 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 22 August 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 22 August 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 +110 179 £55,000 +44.74% 14
Oxfordshire +86 168 £55,000 +29.41% 11
Hampshire +5 18 £42,500 - 1
Berkshire - 11 £30,000 - 2
Surrey +25 9 £75,000 +76.47% 1
West Sussex -3 5 £40,000 -5.88%
Computer Vision
England

For the 6 months to 22 August 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.

1 173 (80.47%) C++
2 166 (77.21%) Machine Learning
3 125 (58.14%) Python
4 123 (57.21%) Artificial Intelligence
5 121 (56.28%) Deep Learning
6 113 (52.56%) Algorithms
7 111 (51.63%) PhD
8 93 (43.26%) Neural Network
9 92 (42.79%) Software Engineering
10 73 (33.95%) Mathematics
10 73 (33.95%) C
11 71 (33.02%) C#
11 71 (33.02%) Linux
12 62 (28.84%) Bayesian Methods
13 59 (27.44%) Image Processing
14 58 (26.98%) Natural Language Processing
15 48 (22.33%) TensorFlow
15 48 (22.33%) Reinforcement Learning
16 47 (21.86%) Java
17 45 (20.93%) Computer Science
18 44 (20.47%) Multithreading
19 43 (20.00%) Robotics
20 40 (18.60%) MATLAB
20 40 (18.60%) Data Science
21 38 (17.67%) OpenCV
22 36 (16.74%) Distributed Algorithms
22 36 (16.74%) Probabilistic Modelling
22 36 (16.74%) Computational Linguistics
22 36 (16.74%) Computational Biology
22 36 (16.74%) Physics

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 2 (0.93%) Apache
1 2 (0.93%) Apache Spark
2 1 (0.47%) Apache Solr
2 1 (0.47%) SAS
Applications
1 26 (12.09%) GNU Octave
2 4 (1.86%) Doxygen
3 3 (1.40%) Simulink
4 1 (0.47%) AutoCAD
4 1 (0.47%) Maya
4 1 (0.47%) MotionBuilder
Cloud Services
1 13 (6.05%) Amazon AWS
Communications & Networking
1 3 (1.40%) VPN
Database & Business Intelligence
1 34 (15.81%) Big Data
2 3 (1.40%) NoSQL
3 2 (0.93%) Neo4j
4 1 (0.47%) Apache Cassandra
4 1 (0.47%) Apache Hive
4 1 (0.47%) Data Mining
4 1 (0.47%) GIS
4 1 (0.47%) Hadoop
4 1 (0.47%) HBase
4 1 (0.47%) Impala
Development Applications
1 28 (13.02%) Git (software)
2 26 (12.09%) Subversion
3 10 (4.65%) Visual Studio
4 4 (1.86%) CMake
4 4 (1.86%) MSBuild
4 4 (1.86%) NUnit
4 4 (1.86%) ReSharper
4 4 (1.86%) StyleCop
5 1 (0.47%) Android Studio
5 1 (0.47%) JIRA
General
1 15 (6.98%) Finance
2 11 (5.12%) Games
3 10 (4.65%) Electronics
4 9 (4.19%) Automotive
5 8 (3.72%) Aerospace
6 4 (1.86%) Military
7 2 (0.93%) Manufacturing
7 2 (0.93%) Marketing
7 2 (0.93%) Publishing
7 2 (0.93%) Telecoms
Job Titles
1 71 (33.02%) Computer Engineer
1 71 (33.02%) Computer Vision Engineer
2 56 (26.05%) Software Engineer
3 43 (20.00%) Developer
4 27 (12.56%) C++ Software Engineer
5 26 (12.09%) Software Developer
6 23 (10.70%) Developer/Software Engineer
7 21 (9.77%) C++ Developer
8 19 (8.84%) Data Scientist
9 18 (8.37%) Machine Learning Engineer
10 17 (7.91%) Python Engineer
11 14 (6.51%) C++ Software Developer
11 14 (6.51%) Graduate
12 13 (6.05%) DevOps Engineer
12 13 (6.05%) Python Developer
13 11 (5.12%) Computer Vision Developer
14 7 (3.26%) Python Software Engineer
15 6 (2.79%) Data Analytics Consultant
15 6 (2.79%) Data Consultant
15 6 (2.79%) Java Engineer
Libraries, Frameworks & Software Standards
1 58 (26.98%) Natural Language Processing
2 48 (22.33%) TensorFlow
3 38 (17.67%) OpenCV
4 25 (11.63%) Boost C++ Libraries
5 22 (10.23%) STL
6 9 (4.19%) OpenCL
7 8 (3.72%) Qt
8 5 (2.33%) .NET
9 4 (1.86%) Django
9 4 (1.86%) LINQ
9 4 (1.86%) OpenGL
9 4 (1.86%) Task Parallel Library
9 4 (1.86%) WCF
9 4 (1.86%) WPF
10 3 (1.40%) DirectX
10 3 (1.40%) MFC
10 3 (1.40%) QML
10 3 (1.40%) ZeroMQ
11 2 (0.93%) CSS
11 2 (0.93%) HTML
Miscellaneous
1 113 (52.56%) Algorithms
2 45 (20.93%) Computer Science
3 43 (20.00%) Robotics
4 20 (9.30%) CUDA
5 8 (3.72%) Acoustics
6 7 (3.26%) Self-Motivation
7 5 (2.33%) 3D Graphics
8 4 (1.86%) Analytical Skills
9 3 (1.40%) Embedded Systems
9 3 (1.40%) Field-Programmable Gate Array
9 3 (1.40%) User Experience
10 2 (0.93%) Device Driver
11 1 (0.47%) Animation
11 1 (0.47%) Augmented Reality
11 1 (0.47%) GPGPU
11 1 (0.47%) VHDL
Operating Systems
1 71 (33.02%) Linux
2 24 (11.16%) Windows
3 8 (3.72%) Android
4 2 (0.93%) Embedded Linux
4 2 (0.93%) Mac OS
4 2 (0.93%) Robot Operating System
5 1 (0.47%) Apple iOS
5 1 (0.47%) Unix
Processes & Methodologies
1 166 (77.21%) Machine Learning
2 123 (57.21%) Artificial Intelligence
3 121 (56.28%) Deep Learning
4 93 (43.26%) Neural Network
5 92 (42.79%) Software Engineering
6 73 (33.95%) Mathematics
7 62 (28.84%) Bayesian Methods
8 59 (27.44%) Image Processing
9 48 (22.33%) Reinforcement Learning
10 44 (20.47%) Multithreading
11 40 (18.60%) Data Science
12 36 (16.74%) Biology
12 36 (16.74%) Computational Biology
12 36 (16.74%) Computational Linguistics
12 36 (16.74%) Distributed Algorithms
12 36 (16.74%) Physics
12 36 (16.74%) Probabilistic Modelling
13 27 (12.56%) Data Analysis
14 24 (11.16%) Mathematical Modelling
15 20 (9.30%) Signal Processing
Programming Languages
1 173 (80.47%) C++
2 125 (58.14%) Python
3 73 (33.95%) C
4 71 (33.02%) C#
5 47 (21.86%) Java
6 40 (18.60%) MATLAB
7 27 (12.56%) R
8 14 (6.51%) SQL
9 4 (1.86%) JavaScript
9 4 (1.86%) VB
9 4 (1.86%) XAML
10 3 (1.40%) Embedded C
10 3 (1.40%) Embedded C++
11 2 (0.93%) GLSL
11 2 (0.93%) HLSL
11 2 (0.93%) Rust
11 2 (0.93%) Scala
12 1 (0.47%) Bash Shell
12 1 (0.47%) Fortran
Qualifications
1 111 (51.63%) PhD
2 30 (13.95%) Degree
3 14 (6.51%) Computer Science Degree
4 6 (2.79%) Numerate Degree
5 4 (1.86%) SC Cleared
5 4 (1.86%) Security Cleared
6 3 (1.40%) Cisco Certification
7 2 (0.93%) Master's Degree
Quality Assurance & Compliance
1 4 (1.86%) DICOM
System Software
1 3 (1.40%) Docker
1 3 (1.40%) pfSense
2 1 (0.47%) Apache Flume
Systems Management
1 2 (0.93%) Terraform
Vendors
1 10 (4.65%) SaltStack
2 3 (1.40%) Cisco
3 2 (0.93%) Google
3 2 (0.93%) SAP
4 1 (0.47%) Altera
4 1 (0.47%) Cloudera
4 1 (0.47%) Hortonworks
4 1 (0.47%) MapR
4 1 (0.47%) Xilinx