Period
to 16 December 2017

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 16 December 2017 with a comparison to the same period over the previous 2 years.

Algorithms
East of England > Cambridgeshire
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 24 50 89
Rank change year-on-year +26 +39 -25
Permanent jobs citing Algorithms 420 187 120
As % of all permanent IT jobs advertised in Cambridgeshire 9.81% 5.39% 2.93%
As % of the Miscellaneous category 18.22% 12.04% 6.94%
Number of salaries quoted 281 144 104
Cambridgeshire median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% +12.50%
10th Percentile £30,000 £26,250 £31,250
90th Percentile £82,500 £76,000 £63,750
East of England median annual salary £52,500 £42,500 £45,000
% change year-on-year +23.53% -5.56% +8.43%

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 Cambridgeshire with a requirement for generic IT skills.

All Generic IT Skills
Cambridgeshire
Permanent vacancies with a requirement for generic IT skills 2305 1553 1730
As % of all permanent IT jobs advertised in Cambridgeshire 53.82% 44.78% 42.22%
Number of salaries quoted 1729 1262 1443
Cambridgeshire median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +3.66%
10th Percentile £29,500 £26,250 £26,250
90th Percentile £72,500 £67,500 £65,000
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +1.19%

Algorithms
Job Vacancy Trend in Cambridgeshire

Job postings citing Algorithms as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Algorithms in Cambridgeshire

Algorithms
Salary Trend in Cambridgeshire

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

Salary trend for Algorithms in Cambridgeshire

Algorithms
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Algorithms in Cambridgeshire over the 6 months to 16 December 2017.

Salary histogram for Algorithms in Cambridgeshire

Algorithms
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Cambridgeshire region over the 6 months to 16 December 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
Cambridge +16 402 £55,000 +92.98% 31
Peterborough - 5 £41,500 -
Algorithms
East of England

For the 6 months to 16 December 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 Cambridgeshire region with a requirement for Algorithms.

1 232 (55.24%) Java
2 231 (55.00%) Python
3 220 (52.38%) C++
4 214 (50.95%) Mathematics
5 168 (40.00%) Computer Science
6 165 (39.29%) Software Engineering
7 164 (39.05%) PhD
8 159 (37.86%) Degree
9 155 (36.90%) C
10 153 (36.43%) Machine Learning
11 150 (35.71%) C#
12 122 (29.05%) Physics
13 87 (20.71%) Agile Software Development
14 84 (20.00%) Multithreading
15 82 (19.52%) Linux
15 82 (19.52%) Finance
16 81 (19.29%) Artificial Intelligence
17 70 (16.67%) MATLAB
18 64 (15.24%) JavaScript
19 61 (14.52%) OO
19 61 (14.52%) Windows
20 60 (14.29%) Data Structures
21 54 (12.86%) Open Source
22 51 (12.14%) Big Data
23 49 (11.67%) Statistics
24 47 (11.19%) Distributed Algorithms
25 46 (10.95%) Smart City
25 46 (10.95%) Smart City Simulations
25 46 (10.95%) Git (software)
26 45 (10.71%) Mentoring

Algorithms
Co-occurring IT Skills in Cambridgeshire 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 7 (1.67%) Elasticsearch
2 6 (1.43%) Apache Spark
3 5 (1.19%) OpenStack
4 3 (0.71%) Cloud Foundry
5 1 (0.24%) DNN
5 1 (0.24%) Jupyter
5 1 (0.24%) SAS
Applications
1 3 (0.71%) Microsoft Excel
1 3 (0.71%) MS Visio
2 1 (0.24%) Weka
Cloud Services
1 19 (4.52%) GitHub
2 18 (4.29%) Microsoft Azure
3 16 (3.81%) Amazon AWS
4 15 (3.57%) Cloud Computing
5 10 (2.38%) SaaS
6 1 (0.24%) Cortana Intelligence Suite
Communications & Networking
1 10 (2.38%) Wireless
2 9 (2.14%) WLAN
3 8 (1.90%) SAN
4 5 (1.19%) Internet
5 3 (0.71%) TCP/IP
6 1 (0.24%) Bluetooth
6 1 (0.24%) SMS
Database & Business Intelligence
1 51 (12.14%) Big Data
2 31 (7.38%) NoSQL
3 20 (4.76%) Relational Database
4 19 (4.52%) Geospatial Data
4 19 (4.52%) PostgreSQL
5 14 (3.33%) RDBMS
6 12 (2.86%) MySQL
7 11 (2.62%) SQL Server
8 7 (1.67%) HBase
8 7 (1.67%) MongoDB
9 4 (0.95%) GIS
10 3 (0.71%) Data Mining
11 2 (0.48%) BusinessObjects
11 2 (0.48%) Hadoop
12 1 (0.24%) Oracle BI EE
Development Applications
1 46 (10.95%) Git (software)
2 29 (6.90%) NUnit
3 19 (4.52%) Bitbucket
3 19 (4.52%) Visual Studio
4 10 (2.38%) gulp
4 10 (2.38%) Team Foundation Server
5 9 (2.14%) Jenkins
6 7 (1.67%) Cucumber
6 7 (1.67%) JIRA
6 7 (1.67%) Selenium
7 6 (1.43%) JUnit
7 6 (1.43%) Mercurial
8 4 (0.95%) Eclipse
8 4 (0.95%) ReSharper
8 4 (0.95%) Xcode
9 1 (0.24%) Mockito
General
1 82 (19.52%) Finance
2 26 (6.19%) Electronics
3 13 (3.10%) Telecoms
4 11 (2.62%) Manufacturing
5 6 (1.43%) Marketing
6 4 (0.95%) Advertising
6 4 (0.95%) Automotive
7 3 (0.71%) Games
8 2 (0.48%) Retail
9 1 (0.24%) Pharmaceutical
Job Titles
1 141 (33.57%) Developer
2 129 (30.71%) Software Engineer
3 71 (16.90%) Graduate
4 59 (14.05%) C++ Software Engineer
4 59 (14.05%) Software Developer
5 52 (12.38%) Data Scientist
5 52 (12.38%) Graduate Software Engineer
6 42 (10.00%) Developer/Software Engineer
7 41 (9.76%) C++ Developer
8 37 (8.81%) Java Engineer
8 37 (8.81%) Java Software Engineer
9 32 (7.62%) C++ Software Developer
10 31 (7.38%) Graduate C++ Software Engineer
11 29 (6.90%) C Software Engineer
11 29 (6.90%) C/C++ Software Engineer
12 28 (6.67%) Research Engineer
13 27 (6.43%) Computer Engineer
14 25 (5.95%) C Developer
14 25 (5.95%) C/C++ Developer
14 25 (5.95%) Security Engineer
Libraries, Frameworks & Software Standards
1 43 (10.24%) HTML
2 41 (9.76%) CSS
3 33 (7.86%) WPF
4 26 (6.19%) TensorFlow
5 24 (5.71%) Apache Axis
6 23 (5.48%) .NET
7 22 (5.24%) HTML5
8 21 (5.00%) WinForms
9 19 (4.52%) Ruby on Rails
10 17 (4.05%) ASP.NET
10 17 (4.05%) CSS3
10 17 (4.05%) jQuery
11 15 (3.57%) Web Services
12 13 (3.10%) Ehcache
13 12 (2.86%) AngularJS
14 10 (2.38%) ASP.NET MVC
14 10 (2.38%) React
14 10 (2.38%) RESTful
14 10 (2.38%) Velocity
15 9 (2.14%) WCF
Miscellaneous
1 168 (40.00%) Computer Science
2 60 (14.29%) Data Structures
3 46 (10.95%) Smart City
4 36 (8.57%) Mobile App
5 32 (7.62%) Augmented Reality
5 32 (7.62%) Java Card
6 28 (6.67%) User Experience
7 25 (5.95%) 3D Printing
8 22 (5.24%) Mobile Payment
9 19 (4.52%) Blog
10 13 (3.10%) Analytical Skills
11 11 (2.62%) Embedded Systems
12 9 (2.14%) Acoustics
12 9 (2.14%) Life Science
12 9 (2.14%) Linux Command Line
12 9 (2.14%) Robotics
13 7 (1.67%) Field-Programmable Gate Array
13 7 (1.67%) VHDL
14 6 (1.43%) 3D Graphics
15 5 (1.19%) Renewable Energy
Operating Systems
1 82 (19.52%) Linux
2 61 (14.52%) Windows
3 10 (2.38%) Android
4 7 (1.67%) Unix
5 6 (1.43%) Debian
6 3 (0.71%) Apple iOS
7 2 (0.48%) Mac OS X
Processes & Methodologies
1 214 (50.95%) Mathematics
2 165 (39.29%) Software Engineering
3 153 (36.43%) Machine Learning
4 122 (29.05%) Physics
5 87 (20.71%) Agile Software Development
6 84 (20.00%) Multithreading
7 81 (19.29%) Artificial Intelligence
8 61 (14.52%) OO
9 54 (12.86%) Open Source
10 49 (11.67%) Statistics
11 47 (11.19%) Distributed Algorithms
12 46 (10.95%) Smart City Simulations
13 45 (10.71%) Mentoring
14 44 (10.48%) Computer Vision
15 41 (9.76%) Reinforcement Learning
16 39 (9.29%) Test Automation
17 34 (8.10%) Performance Optimisation
17 34 (8.10%) Web Development
18 33 (7.86%) Unit Testing
19 32 (7.62%) Threat Modelling
Programming Languages
1 232 (55.24%) Java
2 231 (55.00%) Python
3 220 (52.38%) C++
4 155 (36.90%) C
5 150 (35.71%) C#
6 70 (16.67%) MATLAB
7 64 (15.24%) JavaScript
8 32 (7.62%) SQL
9 28 (6.67%) Ruby
10 19 (4.52%) Julia
11 15 (3.57%) Perl
12 11 (2.62%) R
13 10 (2.38%) Scala
14 5 (1.19%) Bash Shell
14 5 (1.19%) PHP
15 4 (0.95%) Assembly Language
15 4 (0.95%) Embedded C
16 3 (0.71%) VBA
17 2 (0.48%) VB
18 1 (0.24%) Embedded C++
Qualifications
1 164 (39.05%) PhD
2 159 (37.86%) Degree
3 23 (5.48%) Computer Science Degree
4 11 (2.62%) Numerate Degree
5 6 (1.43%) Master's Degree
6 3 (0.71%) Security Cleared
7 1 (0.24%) Postgraduate
Quality Assurance & Compliance
1 16 (3.81%) QA
System Software
1 10 (2.38%) Docker
1 10 (2.38%) Firmware
2 5 (1.19%) VMware Infrastructure
Vendors
1 16 (3.81%) Microsoft
2 13 (3.10%) Perforce
2 13 (3.10%) Terracotta
3 6 (1.43%) Xilinx
4 5 (1.19%) Oracle
4 5 (1.19%) VMware
5 4 (0.95%) SAP
5 4 (0.95%) TOWER Software
6 2 (0.48%) Cognos
7 1 (0.24%) Altera
7 1 (0.24%) Twitter