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

Image Processing
UK > England
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 872 990 1046
Rank change year-on-year +118 +56 +29
Permanent jobs citing Image Processing 297 144 214
As % of all permanent IT jobs advertised in England 0.18% 0.089% 0.11%
As % of the Processes & Methodologies category 0.20% 0.099% 0.12%
Number of salaries quoted 203 145 175
England median annual salary £50,000 £40,000 £40,000
Median salary % change year-on-year +25.00% - -
10th Percentile £34,000 £26,250 £30,000
90th Percentile £68,750 £60,000 £64,000
UK median annual salary £50,000 £40,000 £40,000
% change year-on-year +25.00% - -

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 150,856 145,885 173,214
As % of all permanent IT jobs advertised in England 90.82% 90.42% 89.99%
Number of salaries quoted 123,177 121,069 145,556
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +2.15%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 22 April 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 22 April 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
East of England +46 115 £57,500 +43.75% 13
South East +49 99 £47,500 +11.76% 21
South West +24 34 £43,750 -25.53% 2
London -19 28 £57,500 +43.75% 12
North West +4 15 £57,500 +35.29%
North of England -3 15 £57,500 +70.37%
Midlands -10 6 £42,500 +41.67% 3
West Midlands -5 3 £45,000 +63.64% 3
East Midlands -7 3 £35,000 +27.27%
Image Processing
UK

For the 6 months to 22 April 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.

1 219 (73.74%) C++
2 177 (59.60%) Software Engineering
3 154 (51.85%) Algorithms
4 151 (50.84%) C
5 135 (45.45%) Python
6 123 (41.41%) Computer Vision
7 115 (38.72%) Machine Learning
8 109 (36.70%) Linux
9 91 (30.64%) Mathematics
10 88 (29.63%) Degree
11 80 (26.94%) Computer Science
12 73 (24.58%) TensorFlow
13 61 (20.54%) MATLAB
14 58 (19.53%) PhD
15 56 (18.86%) Windows
16 55 (18.52%) OpenGL
17 54 (18.18%) Deep Learning
18 53 (17.85%) Neural Network
19 51 (17.17%) C#
19 51 (17.17%) Java
20 50 (16.84%) Embedded C++
21 49 (16.50%) Video Processing
22 48 (16.16%) Microsoft
23 46 (15.49%) CUDA
24 45 (15.15%) Artificial Intelligence
25 44 (14.81%) Field-Programmable Gate Array
26 42 (14.14%) Embedded C
26 42 (14.14%) SQL
27 36 (12.12%) Signal Processing
28 35 (11.78%) Embedded Linux

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 18 (6.06%) WebSphere
1 18 (6.06%) WebSphere Portal
2 8 (2.69%) Apache Spark
3 3 (1.01%) ArcGIS
3 3 (1.01%) Ethereum
3 3 (1.01%) Hyperledger
4 1 (0.34%) CMS
4 1 (0.34%) Documentum
4 1 (0.34%) SharePoint
Applications
1 6 (2.02%) Microsoft Excel
2 5 (1.68%) GNU Octave
3 4 (1.35%) Adobe Illustrator
3 4 (1.35%) FrameMaker
3 4 (1.35%) MS Visio
4 2 (0.67%) Microsoft Office
4 2 (0.67%) OrCAD
5 1 (0.34%) AutoCAD
5 1 (0.34%) Chatbot
5 1 (0.34%) Simulink
5 1 (0.34%) Stateflow
Business Applications
1 18 (6.06%) Oracle BPM
2 3 (1.01%) Distributed Ledger
Cloud Services
1 6 (2.02%) Cloud Computing
1 6 (2.02%) Microsoft Azure
2 2 (0.67%) Amazon AWS
Communications & Networking
1 1 (0.34%) Internet
1 1 (0.34%) Wireless
Database & Business Intelligence
1 27 (9.09%) GIS
2 25 (8.42%) Big Data
3 18 (6.06%) Oracle Database
3 18 (6.06%) Oracle Database 10g
3 18 (6.06%) Oracle Database 11g
4 8 (2.69%) Hadoop
5 3 (1.01%) Blockchain
5 3 (1.01%) NoSQL
5 3 (1.01%) QGIS
5 3 (1.01%) Redis
6 1 (0.34%) MySQL
6 1 (0.34%) SQL Server
Development Applications
1 19 (6.40%) Git (software)
2 14 (4.71%) Subversion
3 4 (1.35%) Visual Studio Team System
4 3 (1.01%) Gradle
4 3 (1.01%) JUnit
5 1 (0.34%) LabVIEW
5 1 (0.34%) NUnit
5 1 (0.34%) Visual Studio
General
1 24 (8.08%) Electronics
2 20 (6.73%) Automotive
3 15 (5.05%) Marketing
4 14 (4.71%) Pharmaceutical
5 8 (2.69%) Finance
6 7 (2.36%) Telecoms
7 6 (2.02%) Manufacturing
7 6 (2.02%) Military
8 5 (1.68%) Aerospace
8 5 (1.68%) Banking
9 4 (1.35%) Games
9 4 (1.35%) Publishing
10 3 (1.01%) Retail
11 2 (0.67%) Advertising
11 2 (0.67%) Multimedia
Job Titles
1 110 (37.04%) Software Engineer
2 76 (25.59%) C++ Software Engineer
3 66 (22.22%) Developer
4 53 (17.85%) Computer Engineer
4 53 (17.85%) Computer Vision Engineer
5 51 (17.17%) Embedded Engineer
6 49 (16.50%) C Software Engineer
6 49 (16.50%) C/C++ Software Engineer
7 39 (13.13%) Embedded Software Engineer
8 33 (11.11%) Software Developer
9 28 (9.43%) Embedded C++ Engineer
9 28 (9.43%) Embedded C++ Software Engineer
10 23 (7.74%) Graduate
10 23 (7.74%) Machine Learning Engineer
11 22 (7.41%) C++ Developer
12 21 (7.07%) C++ Software Developer
12 21 (7.07%) Data Scientist
12 21 (7.07%) Developer/Software Engineer
13 19 (6.40%) C/C++ Embedded Software Engineer
13 19 (6.40%) Embedded C Software Engineer
Libraries, Frameworks & Software Standards
1 73 (24.58%) TensorFlow
2 55 (18.52%) OpenGL
3 33 (11.11%) .NET
4 25 (8.42%) OpenCV
5 20 (6.73%) CSS
5 20 (6.73%) HTML
6 19 (6.40%) .NET Framework
6 19 (6.40%) Web Services
7 18 (6.06%) J2EE
7 18 (6.06%) JSF
8 16 (5.39%) AngularJS
8 16 (5.39%) Node.js
9 15 (5.05%) XML
10 13 (4.38%) STL
10 13 (4.38%) Torch
11 12 (4.04%) Qt
12 11 (3.70%) Boost C++ Libraries
12 11 (3.70%) jQuery
12 11 (3.70%) React
13 10 (3.37%) DirectX
Miscellaneous
1 154 (51.85%) Algorithms
2 80 (26.94%) Computer Science
3 46 (15.49%) CUDA
4 44 (14.81%) Field-Programmable Gate Array
5 26 (8.75%) VHDL
6 22 (7.41%) Verilog
7 14 (4.71%) Robotics
8 11 (3.70%) Embedded Systems
9 9 (3.03%) ASIC
10 8 (2.69%) 3D Graphics
10 8 (2.69%) Analytical Skills
11 7 (2.36%) Augmented Reality
12 6 (2.02%) Device Driver
13 5 (1.68%) Greenfield Project
14 4 (1.35%) Data Structures
14 4 (1.35%) GPGPU
15 3 (1.01%) Bitcoin
16 2 (0.67%) Kinect
16 2 (0.67%) Raspberry Pi
16 2 (0.67%) User Experience
Operating Systems
1 109 (36.70%) Linux
2 56 (18.86%) Windows
3 35 (11.78%) Embedded Linux
4 18 (6.06%) Windows Server
5 10 (3.37%) Android
6 6 (2.02%) Apple iOS
6 6 (2.02%) Unix
7 2 (0.67%) Mac OS
8 1 (0.34%) Robot Operating System
Processes & Methodologies
1 177 (59.60%) Software Engineering
2 123 (41.41%) Computer Vision
3 115 (38.72%) Machine Learning
4 91 (30.64%) Mathematics
5 54 (18.18%) Deep Learning
6 53 (17.85%) Neural Network
7 49 (16.50%) Video Processing
8 45 (15.15%) Artificial Intelligence
9 36 (12.12%) Signal Processing
10 33 (11.11%) Data Science
11 31 (10.44%) Agile Software Development
12 26 (8.75%) Problem-Solving
13 23 (7.74%) Embedded Software Development
13 23 (7.74%) Software Architecture
14 22 (7.41%) Quality Management
15 19 (6.40%) Physics
16 18 (6.06%) Biology
16 18 (6.06%) Data Migration
16 18 (6.06%) Process Management
16 18 (6.06%) Requirements Analysis
Programming Languages
1 219 (73.74%) C++
2 151 (50.84%) C
3 135 (45.45%) Python
4 61 (20.54%) MATLAB
5 51 (17.17%) C#
5 51 (17.17%) Java
6 50 (16.84%) Embedded C++
7 42 (14.14%) Embedded C
7 42 (14.14%) SQL
8 22 (7.41%) JavaScript
9 18 (6.06%) PL/SQL
10 17 (5.72%) R
11 7 (2.36%) Bash Shell
11 7 (2.36%) Scala
12 6 (2.02%) GLSL
12 6 (2.02%) HLSL
12 6 (2.02%) Tcl
13 5 (1.68%) Apple Swift
13 5 (1.68%) Objective-C
14 4 (1.35%) Assembly Language
Qualifications
1 88 (29.63%) Degree
2 58 (19.53%) PhD
3 21 (7.07%) Security Cleared
4 19 (6.40%) SC Cleared
5 18 (6.06%) DV Cleared
6 6 (2.02%) Computer Science Degree
7 2 (0.67%) HNC
7 2 (0.67%) HND
7 2 (0.67%) Postgraduate
8 1 (0.34%) Numerate Degree
Quality Assurance & Compliance
1 5 (1.68%) ISO 9000
2 2 (0.67%) GDPR
2 2 (0.67%) QA
3 1 (0.34%) IEC 62304
3 1 (0.34%) ISO 13485
System Software
1 20 (6.73%) Firmware
2 18 (6.06%) Active Directory
Vendors
1 48 (16.16%) Microsoft
2 23 (7.74%) Fujitsu
3 20 (6.73%) NVIDIA
4 18 (6.06%) Oracle
5 17 (5.72%) Xilinx
6 13 (4.38%) Altera
7 10 (3.37%) Cadence
8 9 (3.03%) Synopsys
9 7 (2.36%) Capita
10 6 (2.02%) Atmel
11 5 (1.68%) Kofax
11 5 (1.68%) Xamarin
12 4 (1.35%) Google
12 4 (1.35%) Meridio
12 4 (1.35%) Micro Focus
13 3 (1.01%) Apple
13 3 (1.01%) EMC
13 3 (1.01%) Facebook
13 3 (1.01%) Sun
13 3 (1.01%) Twitter