Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 175 161 220
Rank change year-on-year -14 +59 +19
Permanent jobs citing Algorithms 56 98 51
As % of all permanent IT jobs advertised in the East Midlands 1.08% 1.51% 0.68%
As % of the Miscellaneous category 2.81% 4.05% 1.66%
Number of salaries quoted 73 101 20
East Midlands median annual salary £29,000 £42,500 £30,000
Median salary % change year-on-year -31.76% +41.67% -25.00%
10th Percentile £27,000 £31,250 £20,000
90th Percentile £55,000 £75,000 £85,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 1990 2420 3069
As % of all permanent IT jobs advertised in the East Midlands 38.28% 37.33% 41.07%
Number of salaries quoted 1628 1903 2357
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £23,250 £23,750 £21,500
90th Percentile £62,500 £63,750 £58,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

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 20 November 2017.

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 20 November 2017. 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
Northamptonshire +46 34 £29,000 -3.33%
Nottinghamshire +4 8 £45,000 -35.71%
Lincolnshire +15 7 £55,000 +37.50%
Leicestershire -16 4 £42,500 -
Derbyshire +6 3 £35,000 -22.22% 1
Algorithms
England

For the 6 months to 20 November 2017, IT jobs citing Algorithms also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East Midlands region with a requirement for Algorithms.

1 40 (71.43%) C++
2 37 (66.07%) Python
3 36 (64.29%) Degree
4 34 (60.71%) Software Engineering
5 33 (58.93%) Scrum
6 32 (57.14%) Java
7 31 (55.36%) C#
8 30 (53.57%) Computer Science
9 29 (51.79%) Mathematics
10 28 (50.00%) Agile Software Development
11 27 (48.21%) Linux
12 25 (44.64%) Machine Learning
12 25 (44.64%) GitHub
12 25 (44.64%) Computer Vision
13 20 (35.71%) Physics
14 18 (32.14%) Visual Studio
15 17 (30.36%) PhD
16 16 (28.57%) Games
16 16 (28.57%) Electronics
16 16 (28.57%) Subversion
16 16 (28.57%) Embedded Linux
16 16 (28.57%) Git (software)
17 11 (19.64%) Analytics
17 11 (19.64%) Multithreading
17 11 (19.64%) Google
17 11 (19.64%) .NET
17 11 (19.64%) HTML
18 10 (17.86%) Front End Development
18 10 (17.86%) Computer Science Degree
19 9 (16.07%) Polymer

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 8 (14.29%) Apache Spark
2 3 (5.36%) Apache
Applications
1 2 (3.57%) InDesign
2 1 (1.79%) Microsoft Excel
2 1 (1.79%) Microsoft PowerPoint
Cloud Services
1 25 (44.64%) GitHub
2 2 (3.57%) Google Analytics
2 2 (3.57%) Microsoft Azure
3 1 (1.79%) Amazon AWS
Communications & Networking
1 2 (3.57%) Internet
Database & Business Intelligence
1 6 (10.71%) NoSQL
2 5 (8.93%) Data Mining
2 5 (8.93%) Hadoop
3 4 (7.14%) Big Data
4 2 (3.57%) InterSystems Cache
4 2 (3.57%) MongoDB
4 2 (3.57%) RDBMS
4 2 (3.57%) Relational Database
Development Applications
1 18 (32.14%) Visual Studio
2 16 (28.57%) Git (software)
2 16 (28.57%) Subversion
3 6 (10.71%) Mercurial
4 2 (3.57%) JIRA
General
1 16 (28.57%) Electronics
1 16 (28.57%) Games
2 2 (3.57%) Finance
2 2 (3.57%) Marketing
2 2 (3.57%) Retail
Job Titles
1 28 (50.00%) Software Engineer
2 27 (48.21%) Developer
3 25 (44.64%) C++ Software Engineer
4 18 (32.14%) Graduate
4 18 (32.14%) Graduate Developer
4 18 (32.14%) Software Developer
5 16 (28.57%) C++ Developer
5 16 (28.57%) C++ Software Developer
5 16 (28.57%) Developer/Software Engineer
5 16 (28.57%) Graduate C++ Developer
5 16 (28.57%) Graduate C++ Software Developer
5 16 (28.57%) Graduate C++ Software Engineer
5 16 (28.57%) Graduate Software Developer
5 16 (28.57%) Graduate Software Engineer
6 9 (16.07%) C# Developer
6 9 (16.07%) Linux Engineer
6 9 (16.07%) Python Software Engineer
7 8 (14.29%) Data Scientist
8 6 (10.71%) .NET Developer
8 6 (10.71%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 11 (19.64%) .NET
1 11 (19.64%) HTML
2 9 (16.07%) HTML5
2 9 (16.07%) Polymer
2 9 (16.07%) Web Components
3 6 (10.71%) WinForms
4 4 (7.14%) AngularJS
5 3 (5.36%) Angular 2
6 2 (3.57%) ASP.NET
6 2 (3.57%) J2EE
6 2 (3.57%) LINQ
7 1 (1.79%) D3.js
7 1 (1.79%) Django
7 1 (1.79%) Electron Framework
7 1 (1.79%) Node.js
7 1 (1.79%) ServiceStack
7 1 (1.79%) Twitter Bootstrap
Miscellaneous
1 30 (53.57%) Computer Science
2 9 (16.07%) Video\Live Streaming
3 7 (12.50%) Analytical Skills
4 5 (8.93%) Data Structures
5 4 (7.14%) Mobile App
6 2 (3.57%) Enterprise Software
7 1 (1.79%) Social Media
Operating Systems
1 27 (48.21%) Linux
2 16 (28.57%) Embedded Linux
3 2 (3.57%) Android
3 2 (3.57%) Apple iOS
3 2 (3.57%) Unix
3 2 (3.57%) Windows
Processes & Methodologies
1 34 (60.71%) Software Engineering
2 33 (58.93%) Scrum
3 29 (51.79%) Mathematics
4 28 (50.00%) Agile Software Development
5 25 (44.64%) Computer Vision
5 25 (44.64%) Machine Learning
6 20 (35.71%) Physics
7 11 (19.64%) Analytics
7 11 (19.64%) Multithreading
8 10 (17.86%) Front End Development
9 9 (16.07%) Neural Network
9 9 (16.07%) Open Source
10 7 (12.50%) Mathematical Modelling
11 6 (10.71%) Predictive Analytics
12 4 (7.14%) Data Analytics
12 4 (7.14%) Data Visualisation
12 4 (7.14%) Predictive Modelling
12 4 (7.14%) Statistical Modelling
12 4 (7.14%) Use Case
12 4 (7.14%) Visualisation
Programming Languages
1 40 (71.43%) C++
2 37 (66.07%) Python
3 32 (57.14%) Java
4 31 (55.36%) C#
5 9 (16.07%) C
5 9 (16.07%) SQL
6 8 (14.29%) R
7 7 (12.50%) JavaScript
8 6 (10.71%) MATLAB
9 3 (5.36%) Assembly Language
10 2 (3.57%) Perl
10 2 (3.57%) PHP
10 2 (3.57%) Ruby
10 2 (3.57%) Shell Script
11 1 (1.79%) TypeScript
Qualifications
1 36 (64.29%) Degree
2 17 (30.36%) PhD
3 10 (17.86%) Computer Science Degree
4 4 (7.14%) Master's Degree
5 3 (5.36%) Numerate Degree
Vendors
1 11 (19.64%) Google
2 2 (3.57%) Adobe
2 2 (3.57%) Xamarin
3 1 (1.79%) Microsoft
3 1 (1.79%) Tableau