Period
to 16 October 2018

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 16 October 2018 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 218 159 153
Rank change year-on-year -59 -6 +66
Permanent jobs citing Algorithms 19 64 115
As % of all permanent IT jobs advertised in the East Midlands 0.40% 1.27% 1.78%
As % of the Miscellaneous category 1.00% 3.06% 4.45%
Number of salaries quoted 17 88 116
East Midlands median annual salary £39,500 £29,000 £42,500
Median salary % change year-on-year +36.21% -31.76% +21.43%
10th Percentile £26,750 £26,250 £34,375
90th Percentile £55,000 £51,250 £75,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 1,903 2,090 2,582
As % of all permanent IT jobs advertised in the East Midlands 40.41% 41.40% 39.91%
Number of salaries quoted 1,506 1,731 2,031
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £23,000 £22,750
90th Percentile £68,000 £61,250 £60,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 16 October 2018.

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 16 October 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
Nottinghamshire +23 11 £39,250 -1.88% 1
Lincolnshire +13 3 £28,500 -40.00% 3
Derbyshire +7 3 £39,500 -7.06% 3
Northamptonshire -50 2 £100,000 +244.83% 1
Algorithms
England

For the 6 months to 16 October 2018, 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 9 (47.37%) Machine Learning
2 8 (42.11%) Data Science
2 8 (42.11%) Python
3 6 (31.58%) JavaScript
3 6 (31.58%) PHP
3 6 (31.58%) Analytics
4 5 (26.32%) Data Structures
4 5 (26.32%) Linux
5 4 (21.05%) Data Modelling
5 4 (21.05%) Oracle
5 4 (21.05%) Agile Software Development
5 4 (21.05%) Data Analysis
5 4 (21.05%) Software Engineering
5 4 (21.05%) Degree
5 4 (21.05%) AngularJS
5 4 (21.05%) Big Data
5 4 (21.05%) Microsoft Azure
6 3 (15.79%) Amazon AWS
6 3 (15.79%) PHPUnit
6 3 (15.79%) CentOS
6 3 (15.79%) Red Hat Enterprise Linux
6 3 (15.79%) Git (software)
6 3 (15.79%) RESTful
6 3 (15.79%) Node.js
6 3 (15.79%) NoSQL
6 3 (15.79%) Bitbucket
6 3 (15.79%) MariaDB
6 3 (15.79%) Coaching
6 3 (15.79%) webpack
6 3 (15.79%) Vagrant

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 3 (15.79%) Apache
2 2 (10.53%) Apache Spark
Applications
1 3 (15.79%) Microsoft Excel
1 3 (15.79%) Microsoft Office
Cloud Services
1 4 (21.05%) Microsoft Azure
2 3 (15.79%) Amazon AWS
2 3 (15.79%) npm
Database & Business Intelligence
1 4 (21.05%) Big Data
2 3 (15.79%) Data Mining
2 3 (15.79%) MariaDB
2 3 (15.79%) MySQL
2 3 (15.79%) NoSQL
2 3 (15.79%) Oracle Reports
3 2 (10.53%) Hadoop
4 1 (5.26%) Apache Hive
4 1 (5.26%) Data Warehouse
4 1 (5.26%) Oracle BI EE
4 1 (5.26%) Oracle ODI
4 1 (5.26%) Text Mining
Development Applications
1 3 (15.79%) Bitbucket
1 3 (15.79%) Git (software)
1 3 (15.79%) Grunt
1 3 (15.79%) PHPUnit
1 3 (15.79%) PuPHPet
1 3 (15.79%) Vagrant
1 3 (15.79%) webpack
2 2 (10.53%) Jenkins
General
1 1 (5.26%) Finance
1 1 (5.26%) Games
1 1 (5.26%) Manufacturing
Job Titles
1 8 (42.11%) Data Scientist
2 5 (26.32%) Developer
3 3 (15.79%) Full Stack Developer
4 2 (10.53%) C Software Engineer
4 2 (10.53%) C/C++ Software Engineer
4 2 (10.53%) C++ Software Engineer
4 2 (10.53%) DevOps Engineer
4 2 (10.53%) Linux DevOps Engineer
4 2 (10.53%) Linux Engineer
4 2 (10.53%) Linux/Unix DevOps
4 2 (10.53%) Operations Engineer
4 2 (10.53%) Software Engineer
5 1 (5.26%) Consultant
5 1 (5.26%) Development Specialist
5 1 (5.26%) Front End Developer (Client-Side Developer)
5 1 (5.26%) Front End Web Developer (Client-Side Developer)
5 1 (5.26%) Python Developer
5 1 (5.26%) Technical Leader
5 1 (5.26%) Technical Specialist
5 1 (5.26%) Web Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) AngularJS
2 3 (15.79%) LAMP
2 3 (15.79%) Node.js
2 3 (15.79%) RESTful
2 3 (15.79%) Symfony
3 2 (10.53%) Middleware
3 2 (10.53%) Natural Language Processing
4 1 (5.26%) .NET
4 1 (5.26%) Ember.js
4 1 (5.26%) Kafka
4 1 (5.26%) OAuth
4 1 (5.26%) PySpark
4 1 (5.26%) React
Miscellaneous
1 5 (26.32%) Data Structures
2 2 (10.53%) Analytical Skills
3 1 (5.26%) Computer Science
3 1 (5.26%) Greenfield Project
3 1 (5.26%) Self-Motivation
Operating Systems
1 5 (26.32%) Linux
2 3 (15.79%) CentOS
2 3 (15.79%) Red Hat Enterprise Linux
3 2 (10.53%) Windows
4 1 (5.26%) Unix
Processes & Methodologies
1 9 (47.37%) Machine Learning
2 8 (42.11%) Data Science
3 6 (31.58%) Analytics
4 4 (21.05%) Agile Software Development
4 4 (21.05%) Data Analysis
4 4 (21.05%) Data Modelling
4 4 (21.05%) Software Engineering
5 3 (15.79%) Coaching
5 3 (15.79%) OOP
5 3 (15.79%) Scrum
5 3 (15.79%) Unit Testing
5 3 (15.79%) Wireframes
6 2 (10.53%) BDD
6 2 (10.53%) DevOps
6 2 (10.53%) Mathematics
6 2 (10.53%) Open Source
6 2 (10.53%) Performance Monitoring
6 2 (10.53%) SDLC
6 2 (10.53%) Site Reliability Engineering
6 2 (10.53%) System Testing
Programming Languages
1 8 (42.11%) Python
2 6 (31.58%) JavaScript
2 6 (31.58%) PHP
3 3 (15.79%) C
3 3 (15.79%) C++
3 3 (15.79%) Java
3 3 (15.79%) SQL
4 2 (10.53%) C#
4 2 (10.53%) Perl
4 2 (10.53%) PowerShell
4 2 (10.53%) Ruby
4 2 (10.53%) Shell Script
5 1 (5.26%) MATLAB
5 1 (5.26%) PL/SQL
5 1 (5.26%) R
Qualifications
1 4 (21.05%) Degree
Systems Management
1 2 (10.53%) Ansible
1 2 (10.53%) Opscode Chef
1 2 (10.53%) Puppet
Vendors
1 4 (21.05%) Oracle
2 3 (15.79%) Red Hat
3 1 (5.26%) Google
3 1 (5.26%) Informatica
3 1 (5.26%) Talend