Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period in the previous 2 years.

Image Processing
UK > England
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 877 954 985
Rank change year-on-year +77 +31 +96
Permanent jobs citing Image Processing 200 204 176
As % of all permanent IT jobs advertised in England 0.14% 0.12% 0.11%
As % of the Processes & Methodologies category 0.15% 0.14% 0.12%
Number of salaries quoted 178 154 162
England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -5.56%
10th Percentile £30,000 £31,250 £32,500
90th Percentile £75,000 £68,750 £60,000
UK median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -5.56%

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 129,396 150,094 151,664
As % of all permanent IT jobs advertised in England 91.70% 91.82% 91.35%
Number of salaries quoted 103,027 122,089 126,369
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £30,000 £28,750 £28,000
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 23 January 2019.

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 23 January 2019. 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 +64 91 £47,500 - 23
London +76 64 £55,000 +22.22% 17
South West +5 26 £35,000 -22.22% 12
East of England -18 17 £40,000 -11.11% 5
North of England +24 5 £43,750 -27.08% 8
North West +13 5 £43,750 -27.08% 6
West Midlands +43 1 £60,000 +33.33% 2
Midlands +34 1 £60,000 +65.52% 3
Image Processing
UK

For the 6 months to 23 January 2019, 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.

1 131 (65.50%) C++
2 93 (46.50%) Computer Vision
3 88 (44.00%) Machine Learning
4 87 (43.50%) Artificial Intelligence
5 86 (43.00%) Algorithms
6 75 (37.50%) C#
7 72 (36.00%) Deep Learning
8 69 (34.50%) Degree
9 63 (31.50%) Data Science
10 62 (31.00%) Software Engineering
11 60 (30.00%) Agile Software Development
12 56 (28.00%) Neural Network
13 55 (27.50%) PhD
14 53 (26.50%) R
15 51 (25.50%) Git (software)
16 49 (24.50%) Computer Science
16 49 (24.50%) Data Analysis
17 46 (23.00%) Windows
18 45 (22.50%) Mathematics
19 43 (21.50%) MATLAB
20 42 (21.00%) Linux
21 41 (20.50%) Subversion
22 40 (20.00%) Python
22 40 (20.00%) Physics
22 40 (20.00%) Big Data
23 37 (18.50%) Visual Studio
24 36 (18.00%) C
25 35 (17.50%) OpenCV
26 29 (14.50%) .NET
27 28 (14.00%) GNU Octave

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 9 (4.50%) Apache Spark
2 5 (2.50%) Elasticsearch
3 2 (1.00%) SharePoint
4 1 (0.50%) Drupal
Applications
1 28 (14.00%) GNU Octave
2 4 (2.00%) Adobe Illustrator
2 4 (2.00%) FrameMaker
2 4 (2.00%) Microsoft Excel
2 4 (2.00%) MS Visio
3 2 (1.00%) Microsoft Office
4 1 (0.50%) GIMP
4 1 (0.50%) Photoshop
Cloud Services
1 21 (10.50%) Amazon AWS
2 12 (6.00%) Microsoft Azure
3 8 (4.00%) Google Cloud Platform
4 6 (3.00%) Amazon SageMaker
5 4 (2.00%) Amazon S3
5 4 (2.00%) AWS Lambda
5 4 (2.00%) Serverless
6 2 (1.00%) AWS Fargate
7 1 (0.50%) Cloud Computing
Communications & Networking
1 5 (2.50%) Software-Defined Radio
2 2 (1.00%) TCP/IP
3 1 (0.50%) RS-232
3 1 (0.50%) RS-422
Database & Business Intelligence
1 40 (20.00%) Big Data
2 12 (6.00%) PostgreSQL
3 9 (4.50%) Hadoop
3 9 (4.50%) NoSQL
4 8 (4.00%) MySQL
5 7 (3.50%) RDBMS
5 7 (3.50%) Relational Database
6 6 (3.00%) Neo4j
6 6 (3.00%) SQL Server
7 4 (2.00%) GIS
8 2 (1.00%) Apache Cassandra
8 2 (1.00%) Data Mining
8 2 (1.00%) HBase
9 1 (0.50%) Apache Hive
9 1 (0.50%) BigQuery
9 1 (0.50%) Bigtable
9 1 (0.50%) Redis
Development Applications
1 51 (25.50%) Git (software)
2 41 (20.50%) Subversion
3 37 (18.50%) Visual Studio
4 9 (4.50%) CMake
5 8 (4.00%) LabVIEW
6 7 (3.50%) Vagrant
7 6 (3.00%) Atlassian Bamboo
7 6 (3.00%) Jenkins
7 6 (3.00%) NUnit
7 6 (3.00%) SpecFlow
8 4 (2.00%) Selenium
9 3 (1.50%) Hudson
9 3 (1.50%) Visual Studio Team System
10 2 (1.00%) Gradle
10 2 (1.00%) JIRA
10 2 (1.00%) JUnit
10 2 (1.00%) Spock
General
1 24 (12.00%) Games
1 24 (12.00%) Manufacturing
2 17 (8.50%) Aerospace
3 15 (7.50%) Finance
4 11 (5.50%) Automotive
5 10 (5.00%) Electronics
5 10 (5.00%) Marketing
6 8 (4.00%) Telecoms
7 6 (3.00%) Financial Institution
7 6 (3.00%) Retail
8 4 (2.00%) Publishing
Job Titles
1 47 (23.50%) Computer Engineer
1 47 (23.50%) Computer Vision Engineer
2 38 (19.00%) Software Engineer
3 34 (17.00%) Developer
4 28 (14.00%) Data Scientist
5 22 (11.00%) Software Developer
6 21 (10.50%) Machine Learning Engineer
7 13 (6.50%) Embedded Engineer
8 11 (5.50%) C++ Software Engineer
9 10 (5.00%) Analyst
9 10 (5.00%) FPGA Engineer
9 10 (5.00%) Senior Software Engineer
10 9 (4.50%) Research Engineer
11 7 (3.50%) Business Analyst
12 6 (3.00%) Business IT Analyst
12 6 (3.00%) C++ Developer
12 6 (3.00%) C++ Software Developer
12 6 (3.00%) Design Engineer
12 6 (3.00%) Development Engineer
12 6 (3.00%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 35 (17.50%) OpenCV
2 29 (14.50%) .NET
3 17 (8.50%) TensorFlow
3 17 (8.50%) WPF
4 16 (8.00%) Silverlight
4 16 (8.00%) Universal Windows Platform
5 14 (7.00%) CSS
6 13 (6.50%) Boost C++ Libraries
6 13 (6.50%) Qt
6 13 (6.50%) Web Services
7 11 (5.50%) HTML
7 11 (5.50%) Natural Language Processing
7 11 (5.50%) OpenGL
8 10 (5.00%) React
8 10 (5.00%) RESTful
9 9 (4.50%) DirectX
9 9 (4.50%) Keras
9 9 (4.50%) ZeroMQ
10 8 (4.00%) ASP.NET Web API
10 8 (4.00%) XML
Miscellaneous
1 86 (43.00%) Algorithms
2 19 (9.50%) Field-Programmable Gate Array
3 17 (8.50%) CUDA
4 11 (5.50%) Verilog
4 11 (5.50%) VHDL
5 10 (5.00%) Self-Motivation
6 7 (3.50%) Online Games
6 7 (3.50%) Video\Live Streaming
7 6 (3.00%) Acoustics
7 6 (3.00%) Blog
7 6 (3.00%) Management Information System
7 6 (3.00%) Robotics
8 4 (2.00%) Embedded Systems
9 3 (1.50%) Driving Licence
10 2 (1.00%) Analytical Skills
10 2 (1.00%) Machine to Machine
11 1 (0.50%) Fintech
11 1 (0.50%) Greenfield Project
11 1 (0.50%) Renewable Energy
11 1 (0.50%) User Experience
Operating Systems
1 46 (23.00%) Windows
2 42 (21.00%) Linux
3 19 (9.50%) Embedded Linux
4 6 (3.00%) Windows 10
5 4 (2.00%) Windows 7
6 1 (0.50%) Robot Operating System
Processes & Methodologies
1 93 (46.50%) Computer Vision
2 88 (44.00%) Machine Learning
3 87 (43.50%) Artificial Intelligence
4 72 (36.00%) Deep Learning
5 63 (31.50%) Data Science
6 62 (31.00%) Software Engineering
7 60 (30.00%) Agile Software Development
8 56 (28.00%) Neural Network
9 49 (24.50%) Computer Science
9 49 (24.50%) Data Analysis
10 45 (22.50%) Mathematics
11 40 (20.00%) Physics
12 28 (14.00%) Mathematical Modelling
13 27 (13.50%) OO
14 23 (11.50%) Signal Processing
15 19 (9.50%) Multithreading
16 17 (8.50%) Kalman Filter
17 15 (7.50%) Problem-Solving
18 14 (7.00%) Unit Testing
19 13 (6.50%) Time Management
Programming Languages
1 131 (65.50%) C++
2 75 (37.50%) C#
3 53 (26.50%) R
4 43 (21.50%) MATLAB
5 40 (20.00%) Python
6 36 (18.00%) C
7 18 (9.00%) JavaScript
8 16 (8.00%) SQL
8 16 (8.00%) VB
8 16 (8.00%) VB.NET
8 16 (8.00%) VB6
9 13 (6.50%) Embedded C
10 10 (5.00%) Embedded C++
11 6 (3.00%) GLSL
11 6 (3.00%) HLSL
11 6 (3.00%) Java
12 5 (2.50%) PHP
13 4 (2.00%) TypeScript
14 2 (1.00%) Scala
14 2 (1.00%) Shell Script
Qualifications
1 69 (34.50%) Degree
2 55 (27.50%) PhD
3 20 (10.00%) Computer Science Degree
4 8 (4.00%) Security Cleared
5 4 (2.00%) DV Cleared
5 4 (2.00%) ISTQB
5 4 (2.00%) ISTQB Advanced Certification
5 4 (2.00%) Master's Degree
5 4 (2.00%) SC Cleared
6 3 (1.50%) Numerate Degree
7 2 (1.00%) CISA
7 2 (1.00%) CISM
7 2 (1.00%) CRISC
7 2 (1.00%) Postgraduate
Quality Assurance & Compliance
1 6 (3.00%) GDPR
2 4 (2.00%) ISO 9000
2 4 (2.00%) JSP 440
3 2 (1.00%) COBIT
3 2 (1.00%) COSO
3 2 (1.00%) DICOM
3 2 (1.00%) ISO/IEC 27001
3 2 (1.00%) PCI DSS
System Software
1 13 (6.50%) Docker
2 6 (3.00%) VirtualBox
3 4 (2.00%) Active Directory
4 1 (0.50%) Firmware
Systems Management
1 7 (3.50%) Docker Swarm
1 7 (3.50%) Kubernetes
2 6 (3.00%) Ansible
2 6 (3.00%) Terraform
Vendors
1 8 (4.00%) Google
2 7 (3.50%) Microsoft
3 6 (3.00%) Cloudera
3 6 (3.00%) Databricks
3 6 (3.00%) Dataiku
3 6 (3.00%) Hortonworks
3 6 (3.00%) Xilinx
4 5 (2.50%) Altera
5 4 (2.00%) Fujitsu
5 4 (2.00%) Kofax
5 4 (2.00%) Micro Focus
6 2 (1.00%) Meridio
6 2 (1.00%) Rackspace