Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Image Processing
UK > England
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 947 1002 1050
Rank change year-on-year +55 +48 +64
Permanent jobs citing Image Processing 208 150 221
As % of all permanent IT jobs advertised in England 0.13% 0.092% 0.11%
As % of the Processes & Methodologies category 0.14% 0.10% 0.13%
Number of salaries quoted 151 134 167
England median annual salary £50,000 £40,000 £42,500
Median salary % change year-on-year +25.00% -5.88% +6.25%
10th Percentile £28,750 £33,400 £30,500
90th Percentile £68,750 £60,000 £65,000
UK median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +6.25%

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 147,670 146,543 176,127
As % of all permanent IT jobs advertised in England 89.88% 89.54% 88.84%
Number of salaries quoted 120,807 121,658 147,486
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,500 £28,500 £27,750
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 19 February 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 19 February 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 +34 78 £45,000 +12.50% 13
South East +32 44 £50,000 +11.11% 21
South West +31 35 £45,000 -30.77% 2
London -31 31 £51,250 +17.14% 20
North of England +7 17 £60,000 +77.78% 5
North West +6 15 £60,000 +41.18% 3
Midlands -4 8 £42,500 +6.25% 4
East Midlands +9 4 £32,500 -21.21% 2
West Midlands -7 4 £45,000 +50.00% 2
Yorkshire +20 2 £30,000 +20.00%
Image Processing
UK

For the 6 months to 19 February 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.

1 147 (70.67%) C++
2 116 (55.77%) Software Engineering
3 96 (46.15%) Python
3 96 (46.15%) Algorithms
4 93 (44.71%) Machine Learning
5 90 (43.27%) C
6 75 (36.06%) Computer Vision
7 72 (34.62%) Degree
8 65 (31.25%) Computer Science
9 63 (30.29%) Mathematics
10 53 (25.48%) Linux
10 53 (25.48%) TensorFlow
11 52 (25.00%) Windows
12 51 (24.52%) Java
13 47 (22.60%) PhD
13 47 (22.60%) Microsoft
14 46 (22.12%) Deep Learning
15 44 (21.15%) Signal Processing
16 40 (19.23%) Neural Network
17 39 (18.75%) C#
18 33 (15.87%) Data Science
19 29 (13.94%) GIS
20 28 (13.46%) MATLAB
20 28 (13.46%) .NET
21 26 (12.50%) CUDA
22 25 (12.02%) SQL
22 25 (12.02%) Big Data
23 24 (11.54%) Security Cleared
24 23 (11.06%) Software Architecture
25 22 (10.58%) OpenGL

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 19 (9.13%) WebSphere
1 19 (9.13%) WebSphere Portal
2 6 (2.88%) Apache Spark
3 3 (1.44%) ArcGIS
Applications
1 8 (3.85%) Microsoft Excel
2 2 (0.96%) Chatbot
2 2 (0.96%) Microsoft Office
3 1 (0.48%) Simulink
3 1 (0.48%) Stateflow
Business Applications
1 19 (9.13%) Oracle BPM
Cloud Services
1 6 (2.88%) Cloud Computing
1 6 (2.88%) Microsoft Azure
2 3 (1.44%) GitHub
3 2 (0.96%) Amazon AWS
4 1 (0.48%) Cortana Intelligence Suite
Communications & Networking
1 1 (0.48%) Internet
1 1 (0.48%) TCP/IP
Database & Business Intelligence
1 29 (13.94%) GIS
2 25 (12.02%) Big Data
3 19 (9.13%) Oracle Database
3 19 (9.13%) Oracle Database 10g
3 19 (9.13%) Oracle Database 11g
4 7 (3.37%) Hadoop
5 3 (1.44%) QGIS
6 2 (0.96%) PostgreSQL
7 1 (0.48%) MySQL
7 1 (0.48%) SQL Server
Development Applications
1 15 (7.21%) Git (software)
2 8 (3.85%) Subversion
3 6 (2.88%) Visual Studio
4 5 (2.40%) LabVIEW
5 1 (0.48%) NUnit
General
1 17 (8.17%) Electronics
2 14 (6.73%) Pharmaceutical
3 13 (6.25%) Games
4 12 (5.77%) Telecoms
5 11 (5.29%) Automotive
6 6 (2.88%) Aerospace
6 6 (2.88%) Finance
7 5 (2.40%) Banking
7 5 (2.40%) Retail
8 4 (1.92%) Manufacturing
8 4 (1.92%) Marketing
9 3 (1.44%) Advertising
10 2 (0.96%) Legal
10 2 (0.96%) Military
10 2 (0.96%) Multimedia
11 1 (0.48%) Law
Job Titles
1 60 (28.85%) Developer
1 60 (28.85%) Software Engineer
2 36 (17.31%) Software Developer
3 25 (12.02%) C++ Software Engineer
3 25 (12.02%) Computer Engineer
3 25 (12.02%) Computer Vision Engineer
4 23 (11.06%) C++ Developer
5 20 (9.62%) Data Scientist
6 19 (9.13%) C++ Software Developer
6 19 (9.13%) Development Engineer
6 19 (9.13%) Machine Learning Engineer
7 16 (7.69%) Developer/Software Engineer
8 15 (7.21%) Embedded Engineer
8 15 (7.21%) Integration Engineer
8 15 (7.21%) Software Development Engineer
8 15 (7.21%) Software Integration Engineer
9 14 (6.73%) C Software Engineer
9 14 (6.73%) C/C++ Software Engineer
9 14 (6.73%) Graduate
9 14 (6.73%) Java Engineer
Libraries, Frameworks & Software Standards
1 53 (25.48%) TensorFlow
2 28 (13.46%) .NET
3 22 (10.58%) OpenGL
4 20 (9.62%) .NET Framework
5 19 (9.13%) J2EE
5 19 (9.13%) JSF
5 19 (9.13%) OpenCV
5 19 (9.13%) Web Services
6 16 (7.69%) XML
7 13 (6.25%) Torch
8 10 (4.81%) AngularJS
8 10 (4.81%) Node.js
9 9 (4.33%) HTML
10 8 (3.85%) HEVC
10 8 (3.85%) Qt
11 7 (3.37%) CSS
12 6 (2.88%) jQuery
12 6 (2.88%) MXNet
12 6 (2.88%) Natural Language Processing
12 6 (2.88%) React
Miscellaneous
1 96 (46.15%) Algorithms
2 65 (31.25%) Computer Science
3 26 (12.50%) CUDA
4 17 (8.17%) Field-Programmable Gate Array
4 17 (8.17%) Robotics
5 12 (5.77%) 3D Graphics
5 12 (5.77%) VHDL
6 10 (4.81%) Verilog
7 8 (3.85%) Analytical Skills
8 7 (3.37%) Augmented Reality
9 5 (2.40%) Data Structures
9 5 (2.40%) GPGPU
9 5 (2.40%) Kinect
10 4 (1.92%) Arduino
10 4 (1.92%) Device Driver
10 4 (1.92%) Raspberry Pi
10 4 (1.92%) Video\Live Streaming
11 3 (1.44%) ASIC
11 3 (1.44%) Greenfield Project
12 2 (0.96%) Embedded Systems
Operating Systems
1 53 (25.48%) Linux
2 52 (25.00%) Windows
3 19 (9.13%) Windows Server
4 18 (8.65%) Embedded Linux
5 9 (4.33%) Android
6 5 (2.40%) Apple iOS
6 5 (2.40%) Unix
7 1 (0.48%) Mac OS
7 1 (0.48%) Robot Operating System
Processes & Methodologies
1 116 (55.77%) Software Engineering
2 93 (44.71%) Machine Learning
3 75 (36.06%) Computer Vision
4 63 (30.29%) Mathematics
5 46 (22.12%) Deep Learning
6 44 (21.15%) Signal Processing
7 40 (19.23%) Neural Network
8 33 (15.87%) Data Science
9 23 (11.06%) Software Architecture
10 21 (10.10%) Video Processing
11 20 (9.62%) Artificial Intelligence
11 20 (9.62%) Physics
12 19 (9.13%) Data Migration
12 19 (9.13%) Migration
12 19 (9.13%) Process Management
12 19 (9.13%) Quality Management
12 19 (9.13%) Requirements Analysis
12 19 (9.13%) Web Application Development
13 18 (8.65%) Biology
14 17 (8.17%) Multithreading
Programming Languages
1 147 (70.67%) C++
2 96 (46.15%) Python
3 90 (43.27%) C
4 51 (24.52%) Java
5 39 (18.75%) C#
6 28 (13.46%) MATLAB
7 25 (12.02%) SQL
8 19 (9.13%) PL/SQL
9 17 (8.17%) JavaScript
10 13 (6.25%) R
11 11 (5.29%) Embedded C
12 10 (4.81%) Embedded C++
13 6 (2.88%) Tcl
14 5 (2.40%) Apple Swift
14 5 (2.40%) Assembly Language
14 5 (2.40%) Objective-C
14 5 (2.40%) Ruby
15 4 (1.92%) ES6
15 4 (1.92%) ES7
15 4 (1.92%) Scala
Qualifications
1 72 (34.62%) Degree
2 47 (22.60%) PhD
3 24 (11.54%) Security Cleared
4 22 (10.58%) SC Cleared
5 19 (9.13%) DV Cleared
6 17 (8.17%) Computer Science Degree
7 4 (1.92%) Postgraduate
8 2 (0.96%) HNC
8 2 (0.96%) HND
9 1 (0.48%) Numerate Degree
Quality Assurance & Compliance
1 2 (0.96%) ISO 9001
1 2 (0.96%) QA
2 1 (0.48%) ISO 9000
System Software
1 19 (9.13%) Active Directory
2 13 (6.25%) Firmware
Vendors
1 47 (22.60%) Microsoft
2 20 (9.62%) NVIDIA
3 19 (9.13%) Fujitsu
3 19 (9.13%) Oracle
4 8 (3.85%) Xilinx
5 6 (2.88%) Altera
5 6 (2.88%) Atmel
5 6 (2.88%) Capita
6 5 (2.40%) Xamarin
7 4 (1.92%) Cadence
7 4 (1.92%) Google
8 3 (1.44%) Apple
8 3 (1.44%) Facebook
8 3 (1.44%) Sun
8 3 (1.44%) Synopsys
8 3 (1.44%) Twitter
9 2 (0.96%) SAP
10 1 (0.48%) EMC
10 1 (0.48%) MathWorks
10 1 (0.48%) NetApp