Period
to 19 September 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 19 September 2017 with a comparison to the same period over the previous 2 years.

Algorithms
England > East Midlands
6 months to
19 Sep 2017
Same period 2016 Same period 2015
Rank 154 160 217
Rank change year-on-year +6 +57 +30
Permanent jobs citing Algorithms 75 97 48
As % of all permanent IT jobs advertised in the East Midlands 1.45% 1.51% 0.64%
As % of the Miscellaneous category 3.63% 4.02% 1.58%
Number of salaries quoted 111 96 17
East Midlands median annual salary £32,500 £40,000 £35,000
Median salary % change year-on-year -18.75% +14.29% -12.50%
10th Percentile £26,250 £32,500 £25,000
90th Percentile £51,250 £68,750 £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 2064 2411 3035
As % of all permanent IT jobs advertised in the East Midlands 39.81% 37.43% 40.32%
Number of salaries quoted 1704 1911 2384
East Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £23,325 £22,500 £22,500
90th Percentile £62,500 £60,000 £61,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 19 September 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 19 September 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 +36 49 £29,000 -22.67% 3
Derbyshire - 14 £42,500 - 1
Nottinghamshire +8 8 £45,000 -35.71%
Leicestershire -33 4 £35,750 -15.88% 1
Algorithms
England

For the 6 months to 19 September 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 56 (74.67%) C++
2 48 (64.00%) Computer Science
3 47 (62.67%) Mathematics
4 43 (57.33%) Physics
4 43 (57.33%) Degree
5 39 (52.00%) Python
6 37 (49.33%) C#
6 37 (49.33%) Software Engineering
7 34 (45.33%) Machine Learning
8 32 (42.67%) Computer Vision
8 32 (42.67%) Linux
9 31 (41.33%) MATLAB
10 30 (40.00%) PhD
11 28 (37.33%) Java
12 26 (34.67%) Git (software)
13 25 (33.33%) Agile Software Development
14 23 (30.67%) C
14 23 (30.67%) Analytics
15 19 (25.33%) Signal Processing
16 18 (24.00%) Electronics
17 17 (22.67%) Scrum
17 17 (22.67%) Visual Studio
17 17 (22.67%) Windows
18 15 (20.00%) SQL
18 15 (20.00%) GitHub
19 14 (18.67%) Big Data
19 14 (18.67%) Apache Spark
19 14 (18.67%) R
19 14 (18.67%) Data Visualisation
19 14 (18.67%) Visualisation

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 14 (18.67%) Apache Spark
2 13 (17.33%) Apache
Applications
1 7 (9.33%) InDesign
1 7 (9.33%) Maple
2 1 (1.33%) Microsoft Excel
2 1 (1.33%) Microsoft Office
2 1 (1.33%) Microsoft PowerPoint
Business Applications
1 2 (2.67%) Remedy ITSM
Cloud Services
1 15 (20.00%) GitHub
2 7 (9.33%) Google Analytics
3 4 (5.33%) Microsoft Azure
Communications & Networking
1 7 (9.33%) Internet
2 2 (2.67%) Intrusion Detection
2 2 (2.67%) IPsec
2 2 (2.67%) SSL
3 1 (1.33%) Wireless
Database & Business Intelligence
1 14 (18.67%) Big Data
2 2 (2.67%) InterSystems Cache
2 2 (2.67%) MongoDB
2 2 (2.67%) NoSQL
2 2 (2.67%) RDBMS
2 2 (2.67%) Relational Database
3 1 (1.33%) Data Mining
3 1 (1.33%) Hadoop
Development Applications
1 26 (34.67%) Git (software)
2 17 (22.67%) Visual Studio
3 11 (14.67%) Subversion
4 7 (9.33%) LabVIEW
5 3 (4.00%) JIRA
6 2 (2.67%) Selenium
7 1 (1.33%) NUnit
7 1 (1.33%) WiX
General
1 18 (24.00%) Electronics
2 13 (17.33%) Games
3 7 (9.33%) Marketing
4 2 (2.67%) Aerospace
4 2 (2.67%) Finance
4 2 (2.67%) Retail
Job Titles
1 23 (30.67%) Software Engineer
2 21 (28.00%) Graduate
3 19 (25.33%) Developer
4 17 (22.67%) C++ Software Engineer
5 14 (18.67%) Data Scientist
5 14 (18.67%) Graduate Developer
5 14 (18.67%) Software Developer
6 13 (17.33%) C++ Developer
7 12 (16.00%) C++ Software Developer
7 12 (16.00%) Developer/Software Engineer
7 12 (16.00%) Graduate C++ Developer
8 11 (14.67%) Graduate C++ Software Developer
8 11 (14.67%) Graduate C++ Software Engineer
8 11 (14.67%) Graduate Software Developer
8 11 (14.67%) Graduate Software Engineer
9 9 (12.00%) Research Scientist
10 7 (9.33%) Copywriter
10 7 (9.33%) SEO Copywriter
11 6 (8.00%) C# Developer
12 4 (5.33%) Linux Engineer
Libraries, Frameworks & Software Standards
1 11 (14.67%) HTML
2 9 (12.00%) .NET
3 4 (5.33%) ASP.NET
3 4 (5.33%) HTML5
3 4 (5.33%) Polymer
3 4 (5.33%) Web Components
4 3 (4.00%) Angular 2
4 3 (4.00%) AngularJS
5 2 (2.67%) ASP.NET Web API
5 2 (2.67%) J2EE
5 2 (2.67%) WinForms
5 2 (2.67%) WPF
6 1 (1.33%) D3.js
6 1 (1.33%) Electron Framework
6 1 (1.33%) Node.js
6 1 (1.33%) Twitter Bootstrap
Miscellaneous
1 48 (64.00%) Computer Science
2 5 (6.67%) Data Structures
3 4 (5.33%) Mobile App
4 3 (4.00%) Analytical Skills
5 2 (2.67%) CESG
5 2 (2.67%) Enterprise Software
5 2 (2.67%) PKI
5 2 (2.67%) Security Operations Centre
5 2 (2.67%) Smart Meter
6 1 (1.33%) Embedded Systems
6 1 (1.33%) Field-Programmable Gate Array
6 1 (1.33%) Smartphone
Operating Systems
1 32 (42.67%) Linux
2 17 (22.67%) Windows
3 11 (14.67%) Embedded Linux
4 2 (2.67%) Android
4 2 (2.67%) Apple iOS
4 2 (2.67%) Unix
Processes & Methodologies
1 47 (62.67%) Mathematics
2 43 (57.33%) Physics
3 37 (49.33%) Software Engineering
4 34 (45.33%) Machine Learning
5 32 (42.67%) Computer Vision
6 25 (33.33%) Agile Software Development
7 23 (30.67%) Analytics
8 19 (25.33%) Signal Processing
9 17 (22.67%) Scrum
10 14 (18.67%) Data Visualisation
10 14 (18.67%) Visualisation
11 13 (17.33%) Predictive Analytics
12 11 (14.67%) OO
13 9 (12.00%) Image Processing
14 7 (9.33%) Business Development
14 7 (9.33%) Content Marketing
14 7 (9.33%) Digital Marketing
14 7 (9.33%) Pay per click
14 7 (9.33%) SEO
15 6 (8.00%) Multithreading
Programming Languages
1 56 (74.67%) C++
2 39 (52.00%) Python
3 37 (49.33%) C#
4 31 (41.33%) MATLAB
5 28 (37.33%) Java
6 23 (30.67%) C
7 15 (20.00%) SQL
8 14 (18.67%) R
9 3 (4.00%) Assembly Language
9 3 (4.00%) JavaScript
10 2 (2.67%) Perl
10 2 (2.67%) PHP
10 2 (2.67%) Ruby
10 2 (2.67%) Shell Script
11 1 (1.33%) Embedded C
Qualifications
1 43 (57.33%) Degree
2 30 (40.00%) PhD
3 13 (17.33%) Numerate Degree
4 7 (9.33%) Computer Science Degree
5 4 (5.33%) Master's Degree
Quality Assurance & Compliance
1 2 (2.67%) FIPS 140-2
1 2 (2.67%) ISO 22301
1 2 (2.67%) ISO/IEC 20000
1 2 (2.67%) ISO/IEC 27001
1 2 (2.67%) SLA
System Software
1 1 (1.33%) Firmware
Vendors
1 11 (14.67%) Google
2 7 (9.33%) Adobe
3 2 (2.67%) ArcSight
3 2 (2.67%) BMC
3 2 (2.67%) HP
3 2 (2.67%) Remedy
3 2 (2.67%) Splunk
3 2 (2.67%) Xamarin
4 1 (1.33%) Altera
4 1 (1.33%) Microsoft
4 1 (1.33%) Perforce
4 1 (1.33%) Tableau