Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Image Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Image Processing over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Image Processing
UK > England
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 917 957 965
Rank change year-on-year +40 +8 +133
Permanent jobs citing Image Processing 205 213 246
As % of all permanent IT jobs advertised in England 0.14% 0.13% 0.14%
As % of the Processes & Methodologies category 0.15% 0.14% 0.15%
Number of salaries quoted 181 183 264
England median annual salary £50,000 £42,500 £42,500
Median salary % change year-on-year +17.65% - -
10th Percentile £32,500 £28,750 £21,250
90th Percentile £72,500 £61,250 £57,500
UK median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - -

Image Processing 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 138,446 154,293 160,521
As % of all permanent IT jobs advertised in England 91.18% 91.50% 90.93%
Number of salaries quoted 111,142 122,979 134,729
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,500 £28,000
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Image Processing
Job Vacancy Trend in England

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

Job vacancy trend for Image Processing in England

Image Processing
Salary Trend in England

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

Salary trend for Image Processing in England

Image Processing
Salary Histogram in England

The salary distribution of IT jobs citing Image Processing in England over the 6 months to 20 November 2018.

Salary histogram for Image Processing in England

Image Processing
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Image Processing within the England region over the 6 months to 20 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 +59 106 £47,500 +11.76% 24
London +67 64 £52,500 +16.67% 21
East of England -28 17 £40,000 - 10
South West +8 13 £35,000 -22.22% 9
Midlands +27 4 £50,000 +53.85% 2
West Midlands +35 3 £50,000 +11.11% 1
North of England +3 3 £35,000 -3.45% 4
North West 0 3 £35,000 -12.50% 3
East Midlands +7 1 £55,000 +69.23% 1
Image Processing
UK

For the 6 months to 20 November 2018, IT jobs citing Image Processing 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 Image Processing.

1 136 (66.34%) C++
2 94 (45.85%) Computer Vision
3 93 (45.37%) Algorithms
4 88 (42.93%) Machine Learning
5 84 (40.98%) Deep Learning
6 82 (40.00%) Software Engineering
7 74 (36.10%) Artificial Intelligence
8 67 (32.68%) Degree
9 63 (30.73%) C#
10 61 (29.76%) Data Science
11 58 (28.29%) Agile Software Development
12 57 (27.80%) Computer Science
12 57 (27.80%) Neural Network
13 55 (26.83%) PhD
14 53 (25.85%) R
15 52 (25.37%) Windows
16 50 (24.39%) Data Analysis
16 50 (24.39%) Git (software)
17 48 (23.41%) Mathematics
18 46 (22.44%) Linux
19 43 (20.98%) Visual Studio
20 42 (20.49%) Python
21 41 (20.00%) Physics
21 41 (20.00%) OpenCV
22 38 (18.54%) Big Data
23 37 (18.05%) MATLAB
23 37 (18.05%) Subversion
24 33 (16.10%) C
25 31 (15.12%) GNU Octave
26 30 (14.63%) Mathematical Modelling

Image Processing
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 10 (4.88%) Apache Spark
2 3 (1.46%) Elasticsearch
3 1 (0.49%) ArcGIS
Applications
1 31 (15.12%) GNU Octave
2 6 (2.93%) Microsoft Excel
3 4 (1.95%) Adobe Illustrator
3 4 (1.95%) Doxygen
3 4 (1.95%) FrameMaker
3 4 (1.95%) MS Visio
4 2 (0.98%) Microsoft Office
4 2 (0.98%) Photoshop
5 1 (0.49%) GIMP
Cloud Services
1 23 (11.22%) Amazon AWS
2 13 (6.34%) Microsoft Azure
3 9 (4.39%) Google Cloud Platform
4 7 (3.41%) Amazon SageMaker
5 3 (1.46%) Amazon S3
5 3 (1.46%) AWS Lambda
5 3 (1.46%) Serverless
6 1 (0.49%) Amazon EMR
6 1 (0.49%) AWS Fargate
6 1 (0.49%) Cloud Computing
6 1 (0.49%) GitHub
6 1 (0.49%) IBM Cloud
Communications & Networking
1 2 (0.98%) TCP/IP
2 1 (0.49%) RS-232
2 1 (0.49%) RS-422
2 1 (0.49%) Software-Defined Radio
Database & Business Intelligence
1 38 (18.54%) Big Data
2 12 (5.85%) PostgreSQL
3 9 (4.39%) Hadoop
3 9 (4.39%) NoSQL
4 8 (3.90%) Neo4j
5 7 (3.41%) GIS
6 6 (2.93%) RDBMS
6 6 (2.93%) Relational Database
6 6 (2.93%) SQL Server
7 5 (2.44%) MySQL
8 2 (0.98%) Apache Cassandra
9 1 (0.49%) Amazon Redshift
9 1 (0.49%) BigQuery
9 1 (0.49%) Bigtable
9 1 (0.49%) Cosmos DB
9 1 (0.49%) Data Mining
9 1 (0.49%) HBase
9 1 (0.49%) QGIS
9 1 (0.49%) SQL Server 2012
9 1 (0.49%) SQL Server 2014
Development Applications
1 50 (24.39%) Git (software)
2 43 (20.98%) Visual Studio
3 37 (18.05%) Subversion
4 15 (7.32%) CMake
5 9 (4.39%) Jenkins
5 9 (4.39%) NUnit
6 8 (3.90%) Atlassian Bamboo
6 8 (3.90%) Vagrant
7 6 (2.93%) LabVIEW
8 5 (2.44%) SpecFlow
9 4 (1.95%) MSBuild
9 4 (1.95%) ReSharper
9 4 (1.95%) Selenium
9 4 (1.95%) StyleCop
10 3 (1.46%) Gradle
10 3 (1.46%) JIRA
10 3 (1.46%) JUnit
10 3 (1.46%) Spock
11 1 (0.49%) gulp
11 1 (0.49%) webpack
General
1 30 (14.63%) Games
2 17 (8.29%) Automotive
3 16 (7.80%) Manufacturing
3 16 (7.80%) Marketing
4 14 (6.83%) Aerospace
4 14 (6.83%) Finance
5 12 (5.85%) Electronics
6 8 (3.90%) Retail
6 8 (3.90%) Telecoms
7 5 (2.44%) Financial Institution
8 4 (1.95%) Publishing
9 1 (0.49%) German Language
Job Titles
1 46 (22.44%) Computer Engineer
1 46 (22.44%) Computer Vision Engineer
2 43 (20.98%) Software Engineer
3 31 (15.12%) Data Scientist
4 30 (14.63%) Developer
5 19 (9.27%) Machine Learning Engineer
6 18 (8.78%) Embedded Engineer
7 14 (6.83%) Software Developer
8 13 (6.34%) C++ Software Engineer
9 11 (5.37%) Research Engineer
10 9 (4.39%) Analyst
10 9 (4.39%) Embedded Software Engineer
10 9 (4.39%) FPGA Engineer
10 9 (4.39%) Senior Software Engineer
11 8 (3.90%) Data Engineer
11 8 (3.90%) Embedded Linux Engineer
11 8 (3.90%) Graduate
11 8 (3.90%) Linux Engineer
12 7 (3.41%) Embedded C++ Engineer
12 7 (3.41%) Embedded C++ Software Engineer
Libraries, Frameworks & Software Standards
1 41 (20.00%) OpenCV
2 25 (12.20%) Qt
3 24 (11.71%) .NET
3 24 (11.71%) Boost C++ Libraries
4 22 (10.73%) TensorFlow
5 15 (7.32%) ZeroMQ
6 14 (6.83%) WPF
7 13 (6.34%) CSS
7 13 (6.34%) Natural Language Processing
8 12 (5.85%) Keras
9 11 (5.37%) HTML
9 11 (5.37%) Web Services
10 10 (4.88%) React
11 9 (4.39%) RESTful
12 8 (3.90%) AngularJS
12 8 (3.90%) scikit-learn
12 8 (3.90%) Silverlight
12 8 (3.90%) Spark Streaming
12 8 (3.90%) STL
12 8 (3.90%) Universal Windows Platform
Miscellaneous
1 93 (45.37%) Algorithms
2 57 (27.80%) Computer Science
3 25 (12.20%) CUDA
3 25 (12.20%) Field-Programmable Gate Array
4 11 (5.37%) Self-Motivation
5 10 (4.88%) Analytical Skills
6 9 (4.39%) Embedded Systems
6 9 (4.39%) Management Information System
6 9 (4.39%) Verilog
6 9 (4.39%) VHDL
7 8 (3.90%) Acoustics
7 8 (3.90%) Blog
8 7 (3.41%) Online Games
8 7 (3.41%) Video\Live Streaming
9 5 (2.44%) 3D Graphics
10 4 (1.95%) Robotics
10 4 (1.95%) SIMD
11 3 (1.46%) User Experience
12 2 (0.98%) Greenfield Project
13 1 (0.49%) Renewable Energy
Operating Systems
1 52 (25.37%) Windows
2 46 (22.44%) Linux
3 20 (9.76%) Embedded Linux
4 4 (1.95%) Windows 10
4 4 (1.95%) Windows 7
5 2 (0.98%) Ubuntu
6 1 (0.49%) Android
6 1 (0.49%) Unix
Processes & Methodologies
1 94 (45.85%) Computer Vision
2 88 (42.93%) Machine Learning
3 84 (40.98%) Deep Learning
4 82 (40.00%) Software Engineering
5 74 (36.10%) Artificial Intelligence
6 61 (29.76%) Data Science
7 58 (28.29%) Agile Software Development
8 57 (27.80%) Neural Network
9 50 (24.39%) Data Analysis
10 48 (23.41%) Mathematics
11 41 (20.00%) Physics
12 30 (14.63%) Mathematical Modelling
13 27 (13.17%) OO
14 26 (12.68%) Signal Processing
15 25 (12.20%) Multithreading
15 25 (12.20%) Problem-Solving
16 20 (9.76%) Unit Testing
17 17 (8.29%) Kalman Filter
18 16 (7.80%) Analytics
19 15 (7.32%) Disruptive Innovation
Programming Languages
1 136 (66.34%) C++
2 63 (30.73%) C#
3 53 (25.85%) R
4 42 (20.49%) Python
5 37 (18.05%) MATLAB
6 33 (16.10%) C
7 24 (11.71%) SQL
8 22 (10.73%) Embedded C++
9 20 (9.76%) JavaScript
10 16 (7.80%) Embedded C
11 12 (5.85%) VB
12 9 (4.39%) Java
13 8 (3.90%) VB.NET
13 8 (3.90%) VB6
14 5 (2.44%) GLSL
14 5 (2.44%) HLSL
14 5 (2.44%) PHP
15 4 (1.95%) XAML
16 3 (1.46%) Groovy
16 3 (1.46%) TypeScript
Qualifications
1 67 (32.68%) Degree
2 55 (26.83%) PhD
3 17 (8.29%) Computer Science Degree
4 6 (2.93%) Security Cleared
5 4 (1.95%) DV Cleared
5 4 (1.95%) ISTQB
5 4 (1.95%) ISTQB Advanced Certification
6 3 (1.46%) Numerate Degree
7 2 (0.98%) CISA
7 2 (0.98%) CISM
7 2 (0.98%) CRISC
7 2 (0.98%) Master's Degree
8 1 (0.49%) Postgraduate
8 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 7 (3.41%) DICOM
2 4 (1.95%) ISO 9000
2 4 (1.95%) JSP 440
3 3 (1.46%) GDPR
4 2 (0.98%) COBIT
4 2 (0.98%) COSO
4 2 (0.98%) ISO/IEC 27001
4 2 (0.98%) PCI DSS
4 2 (0.98%) QA
System Software
1 14 (6.83%) Docker
2 8 (3.90%) VirtualBox
3 4 (1.95%) Active Directory
4 2 (0.98%) Firmware
Systems Management
1 8 (3.90%) Ansible
1 8 (3.90%) Docker Swarm
1 8 (3.90%) Kubernetes
1 8 (3.90%) Terraform
Vendors
1 12 (5.85%) Google
2 8 (3.90%) Cloudera
2 8 (3.90%) Hortonworks
2 8 (3.90%) Microsoft
2 8 (3.90%) Xilinx
3 7 (3.41%) Databricks
3 7 (3.41%) Dataiku
4 6 (2.93%) Altera
5 2 (0.98%) Rackspace
6 1 (0.49%) Adobe
6 1 (0.49%) Fujitsu
6 1 (0.49%) IBM
6 1 (0.49%) Informatica
6 1 (0.49%) Kofax
6 1 (0.49%) Meridio
6 1 (0.49%) Micro Focus
6 1 (0.49%) NVIDIA
6 1 (0.49%) Talend