Period
to 5 December 2019

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in the East Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 5 December 2019 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 172 208 174
Rank change year-on-year +36 -34 -6
Permanent jobs citing Algorithms 34 17 55
As % of all permanent IT jobs advertised in the East Midlands 0.86% 0.37% 1.05%
As % of the Miscellaneous category 2.18% 0.93% 2.88%
Number of salaries quoted 30 14 72
East Midlands median annual salary £41,250 £39,250 £29,000
Median salary % change year-on-year +5.10% +35.34% -31.76%
10th Percentile £31,250 £33,750 £27,000
90th Percentile £56,000 £59,875 £55,000
England median annual salary £65,000 £65,000 £57,500
% change year-on-year - +13.04% -

Algorithms is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for generic IT skills.

All Generic IT Skills
East Midlands
Permanent vacancies with a requirement for generic IT skills 1,560 1,821 1,909
As % of all permanent IT jobs advertised in the East Midlands 39.44% 39.34% 36.41%
Number of salaries quoted 1,317 1,363 1,557
East Midlands median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -1.23%
10th Percentile £26,250 £24,250 £23,750
90th Percentile £75,000 £66,250 £61,350
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Algorithms
Job Vacancy Trend in the East Midlands

Job postings citing Algorithms as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Algorithms in the East Midlands

Algorithms
Salary Trend in the East Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Algorithms in the East Midlands.

Salary trend for Algorithms in the East Midlands

Algorithms
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Algorithms in the East Midlands over the 6 months to 5 December 2019.

Salary histogram for Algorithms in the East Midlands

Algorithms
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the East Midlands region over the 6 months to 5 December 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
Lincolnshire - 20 £37,500 - 1
Nottinghamshire -7 9 £43,750 +13.64% 5
Leicestershire - 3 £43,500 - 3
Derbyshire - 2 £76,250 - 3
Algorithms
England

For the 6 months to 5 December 2019, IT jobs citing Algorithms 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 East Midlands region with a requirement for Algorithms.

1 25 (73.53%) Linux
2 20 (58.82%) JavaScript
3 19 (55.88%) Finance
4 18 (52.94%) AngularJS
5 17 (50.00%) Apache
6 16 (47.06%) Agile Software Development
6 16 (47.06%) Data Structures
7 15 (44.12%) Unit Testing
7 15 (44.12%) RESTful
7 15 (44.12%) OOP
7 15 (44.12%) PHP
7 15 (44.12%) MySQL
7 15 (44.12%) LAMP
8 14 (41.18%) Wireframes
9 13 (38.24%) PHPUnit
10 11 (32.35%) MVC
10 11 (32.35%) Python
11 10 (29.41%) AWS
12 8 (23.53%) CentOS
13 7 (20.59%) Machine Learning
13 7 (20.59%) Scrum
13 7 (20.59%) Games
13 7 (20.59%) Bash Shell
14 6 (17.65%) Analytics
14 6 (17.65%) Analytical Skills
14 6 (17.65%) GCP
14 6 (17.65%) Software Engineering
15 5 (14.71%) Azure
15 5 (14.71%) nginx
15 5 (14.71%) PostgreSQL

Algorithms
Co-occurring IT Skills in the East Midlands 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 17 (50.00%) Apache
2 5 (14.71%) nginx
3 3 (8.82%) Apache Spark
4 1 (2.94%) Apache Solr
4 1 (2.94%) JBoss
4 1 (2.94%) Tomcat
4 1 (2.94%) WildFly
Applications
1 2 (5.88%) 3ds Max
1 2 (5.88%) CINEMA 4D
1 2 (5.88%) LightWave 3D
1 2 (5.88%) Maya
1 2 (5.88%) MODO
2 1 (2.94%) Microsoft Excel
2 1 (2.94%) Microsoft Office
2 1 (2.94%) Simulink
2 1 (2.94%) Stateflow
Cloud Services
1 10 (29.41%) AWS
2 6 (17.65%) GCP
3 5 (14.71%) Amazon EKS
3 5 (14.71%) AWS Fargate
3 5 (14.71%) Azure
3 5 (14.71%) Datadog
4 4 (11.76%) Cloud Computing
5 3 (8.82%) npm
6 2 (5.88%) Azure Machine Learning
Communications & Networking
1 1 (2.94%) Ethernet
1 1 (2.94%) FlexRay
Database & Business Intelligence
1 15 (44.12%) MySQL
2 5 (14.71%) PostgreSQL
3 3 (8.82%) Big Data
3 3 (8.82%) MariaDB
4 1 (2.94%) Data Mining
4 1 (2.94%) Hadoop
4 1 (2.94%) Ingres
Development Applications
1 13 (38.24%) PHPUnit
2 3 (8.82%) Grunt
2 3 (8.82%) PuPHPet
2 3 (8.82%) Vagrant
2 3 (8.82%) webpack
3 2 (5.88%) Bitbucket
3 2 (5.88%) GCC
3 2 (5.88%) Visual Studio
3 2 (5.88%) Xcode
4 1 (2.94%) ANTLR
4 1 (2.94%) Artifactory
4 1 (2.94%) Git (software)
4 1 (2.94%) Jenkins
4 1 (2.94%) JUnit
4 1 (2.94%) Maven
General
1 19 (55.88%) Finance
2 7 (20.59%) Games
3 3 (8.82%) Automotive
3 3 (8.82%) Banking
4 2 (5.88%) Pharmaceutical
5 1 (2.94%) German Language
5 1 (2.94%) Retail Banking
Job Titles
1 20 (58.82%) Developer
2 12 (35.29%) PHP Developer
3 6 (17.65%) Full Stack Developer
4 5 (14.71%) DevOps Engineer
4 5 (14.71%) Software Engineer
5 4 (11.76%) PHP Web Developer
5 4 (11.76%) Senior Developer
5 4 (11.76%) Software Developer
5 4 (11.76%) Web Developer
6 3 (8.82%) Java Developer
6 3 (8.82%) Senior Full Stack Developer
7 2 (5.88%) Analytics Manager
7 2 (5.88%) Architect
7 2 (5.88%) Data Architect
7 2 (5.88%) Developer/Software Engineer
7 2 (5.88%) Java Programmer
7 2 (5.88%) Programmer
7 2 (5.88%) Project Manager
7 2 (5.88%) Software Project Manager
7 2 (5.88%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (52.94%) AngularJS
2 15 (44.12%) LAMP
2 15 (44.12%) RESTful
3 4 (11.76%) .NET
4 3 (8.82%) Node.js
4 3 (8.82%) Symfony
4 3 (8.82%) TensorFlow
5 2 (5.88%) .NET Core
5 2 (5.88%) Amazon DSSTNE
5 2 (5.88%) CGI
5 2 (5.88%) Keras
5 2 (5.88%) Qt
5 2 (5.88%) STL
5 2 (5.88%) Theano
5 2 (5.88%) Web Services
6 1 (2.94%) CSS
6 1 (2.94%) Hibernate
6 1 (2.94%) JMS
6 1 (2.94%) JPA
6 1 (2.94%) Laravel
Miscellaneous
1 16 (47.06%) Data Structures
2 6 (17.65%) Analytical Skills
3 5 (14.71%) Greenfield Project
4 3 (8.82%) CUDA
4 3 (8.82%) Self-Motivation
5 2 (5.88%) 3D Graphics
5 2 (5.88%) Analytical Mindset
5 2 (5.88%) Hybrid Cloud
5 2 (5.88%) PMI
5 2 (5.88%) User Experience
6 1 (2.94%) Virtual Team
Operating Systems
1 25 (73.53%) Linux
2 8 (23.53%) CentOS
3 3 (8.82%) Red Hat Enterprise Linux
4 2 (5.88%) Mac OS X
4 2 (5.88%) Windows
Processes & Methodologies
1 16 (47.06%) Agile Software Development
2 15 (44.12%) OOP
2 15 (44.12%) Unit Testing
3 14 (41.18%) Wireframes
4 11 (32.35%) MVC
5 7 (20.59%) Machine Learning
5 7 (20.59%) Scrum
6 6 (17.65%) Analytics
6 6 (17.65%) Software Engineering
7 5 (14.71%) Configuration Management
7 5 (14.71%) Data Science
7 5 (14.71%) DevOps
7 5 (14.71%) Infrastructure as Code
7 5 (14.71%) Problem-Solving
8 4 (11.76%) Computer Science
8 4 (11.76%) Data Analytics
8 4 (11.76%) Mathematics
8 4 (11.76%) Web Development
9 3 (8.82%) Deep Learning
9 3 (8.82%) Visualisation
Programming Languages
1 20 (58.82%) JavaScript
2 15 (44.12%) PHP
3 11 (32.35%) Python
4 7 (20.59%) Bash Shell
5 5 (14.71%) C
5 5 (14.71%) C#
5 5 (14.71%) Java
6 4 (11.76%) PHP 7
6 4 (11.76%) SQL
7 3 (8.82%) C++
8 2 (5.88%) Go
8 2 (5.88%) PHP 5
9 1 (2.94%) Java 8
9 1 (2.94%) MATLAB
9 1 (2.94%) R
Qualifications
1 3 (8.82%) PhD
2 2 (5.88%) Degree
2 2 (5.88%) PMI Certification
3 1 (2.94%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.94%) Data Quality
1 1 (2.94%) ISO 26262
1 1 (2.94%) MISRA
1 1 (2.94%) QA
System Software
1 5 (14.71%) Docker
Systems Management
1 5 (14.71%) Ansible
1 5 (14.71%) Grafana
1 5 (14.71%) Kubernetes
1 5 (14.71%) Packer
1 5 (14.71%) Prometheus
1 5 (14.71%) Terraform
Vendors
1 3 (8.82%) Oracle
1 3 (8.82%) Red Hat
2 2 (5.88%) Google
3 1 (2.94%) NVIDIA
3 1 (2.94%) Zend