Period
to 18 December 2018

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 18 December 2018 with a comparison to the same period over the previous 2 years.

Algorithms
East of England > Cambridgeshire
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 45 26 49
Rank change year-on-year -19 +23 +39
Permanent jobs citing Algorithms 172 426 189
As % of all permanent IT jobs advertised in Cambridgeshire 5.61% 9.82% 5.51%
As % of the Miscellaneous category 11.68% 21.56% 13.97%
Number of salaries quoted 150 287 146
Cambridgeshire median annual salary £57,500 £55,000 £40,000
Median salary % change year-on-year +4.55% +37.50% -11.11%
10th Percentile £32,500 £30,000 £26,250
90th Percentile £82,500 £82,500 £75,000
East of England median annual salary £57,500 £52,500 £43,750
% change year-on-year +9.52% +20.00% -2.78%

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 1,472 1,976 1,353
As % of all permanent IT jobs advertised in Cambridgeshire 47.99% 45.53% 39.46%
Number of salaries quoted 1,039 1,418 1,110
Cambridgeshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +5.88%
10th Percentile £27,500 £30,000 £26,250
90th Percentile £72,500 £75,000 £67,500
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 18 December 2018.

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 18 December 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
Cambridge -12 166 £57,500 +4.55% 50
Peterborough -28 3 - -
Algorithms
East of England

For the 6 months to 18 December 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 Cambridgeshire region with a requirement for Algorithms.

1 105 (61.05%) Python
2 93 (54.07%) Java
3 90 (52.33%) Machine Learning
4 84 (48.84%) C#
4 84 (48.84%) Software Engineering
5 79 (45.93%) C++
5 79 (45.93%) Mathematics
6 73 (42.44%) Agile Software Development
7 65 (37.79%) C
8 60 (34.88%) Multithreading
9 54 (31.40%) Distributed Algorithms
9 54 (31.40%) Deep Learning
10 53 (30.81%) Bayesian Methods
11 51 (29.65%) TensorFlow
12 49 (28.49%) Artificial Intelligence
13 46 (26.74%) PhD
13 46 (26.74%) Big Data
14 40 (23.26%) Reinforcement Learning
15 36 (20.93%) Degree
16 35 (20.35%) Computer Science
16 35 (20.35%) Test Automation
17 33 (19.19%) Natural Language Processing
18 31 (18.02%) Biology
18 31 (18.02%) Computational Biology
19 30 (17.44%) Probabilistic Modelling
19 30 (17.44%) Computational Linguistics
19 30 (17.44%) MPhil
19 30 (17.44%) Unit Testing
20 29 (16.86%) JavaScript
21 27 (15.70%) SQL

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 5 (2.91%) Cloud Foundry
2 4 (2.33%) Apache
3 1 (0.58%) Apache Spark
Applications
1 2 (1.16%) Microsoft Excel
1 2 (1.16%) Microsoft Office
1 2 (1.16%) Microsoft PowerPoint
2 1 (0.58%) MS Visio
2 1 (0.58%) Weka
Cloud Services
1 20 (11.63%) Microsoft Azure
2 7 (4.07%) Amazon AWS
3 6 (3.49%) Firebase
3 6 (3.49%) Google Cloud Platform
4 5 (2.91%) Cloud Computing
Communications & Networking
1 1 (0.58%) Software-Defined Networking
Database & Business Intelligence
1 46 (26.74%) Big Data
2 19 (11.05%) Hadoop
3 17 (9.88%) MongoDB
4 13 (7.56%) SQL Server
5 7 (4.07%) Relational Database
6 5 (2.91%) MySQL
6 5 (2.91%) NoSQL
7 4 (2.33%) PostgreSQL
8 1 (0.58%) Apache Cassandra
8 1 (0.58%) HBase
8 1 (0.58%) Sqoop
Development Applications
1 21 (12.21%) Visual Studio
2 16 (9.30%) Git (software)
3 14 (8.14%) NUnit
4 9 (5.23%) Selenium
5 7 (4.07%) JIRA
5 7 (4.07%) Team Foundation Server
5 7 (4.07%) Visual Studio Coded UI
6 6 (3.49%) Maven
7 3 (1.74%) Jenkins
8 2 (1.16%) Gradle
8 2 (1.16%) JUnit
8 2 (1.16%) Redmine
9 1 (0.58%) Ranorex
9 1 (0.58%) SpecFlow
9 1 (0.58%) Subversion
9 1 (0.58%) Travis CI
9 1 (0.58%) WebDriver
General
1 25 (14.53%) Finance
2 18 (10.47%) Games
3 16 (9.30%) Publishing
4 7 (4.07%) Manufacturing
5 6 (3.49%) Telecoms
6 4 (2.33%) Law
7 2 (1.16%) Electronics
8 1 (0.58%) Advertising
8 1 (0.58%) Banking
8 1 (0.58%) Marketing
Job Titles
1 80 (46.51%) Developer
2 40 (23.26%) Software Engineer
3 32 (18.60%) Software Developer
4 26 (15.12%) Java Developer
5 21 (12.21%) Graduate
6 20 (11.63%) Graduate Developer
7 19 (11.05%) Developer/Software Engineer
7 19 (11.05%) Machine Learning Researcher
8 18 (10.47%) Python Developer
9 16 (9.30%) C# Developer
9 16 (9.30%) Graduate Java Developer
9 16 (9.30%) Machine Learning Engineer
10 13 (7.56%) Machine Learning Developer
11 12 (6.98%) Python Engineer
12 11 (6.40%) C# Software Developer
13 10 (5.81%) .NET Developer
13 10 (5.81%) .NET Software Developer
13 10 (5.81%) C# .NET Developer
13 10 (5.81%) Mathematical Developer
14 8 (4.65%) Mathematical Modelling Developer
Libraries, Frameworks & Software Standards
1 51 (29.65%) TensorFlow
2 33 (19.19%) Natural Language Processing
3 21 (12.21%) .NET
4 14 (8.14%) ASP.NET
4 14 (8.14%) Web Services
5 13 (7.56%) ASP.NET MVC
5 13 (7.56%) WCF
5 13 (7.56%) WinForms
5 13 (7.56%) WPF
6 12 (6.98%) Velocity
7 10 (5.81%) CSS
7 10 (5.81%) HTML
7 10 (5.81%) jQuery
8 8 (4.65%) Spring
9 7 (4.07%) RESTful
10 5 (2.91%) JSON
10 5 (2.91%) Node.js
10 5 (2.91%) REST
11 4 (2.33%) Hibernate
11 4 (2.33%) WSDL
Miscellaneous
1 27 (15.70%) Data Structures
2 22 (12.79%) Smart City
3 16 (9.30%) Robotics
4 8 (4.65%) Java Card
5 7 (4.07%) Life Science
6 6 (3.49%) Mobile App
7 5 (2.91%) Enterprise Cloud
7 5 (2.91%) Fintech
7 5 (2.91%) Mobile Payment
8 4 (2.33%) Reinsurance
9 2 (1.16%) Analytical Skills
9 2 (1.16%) Music Streaming
9 2 (1.16%) Self-Motivation
9 2 (1.16%) TMS320
10 1 (0.58%) CUDA
Operating Systems
1 12 (6.98%) Windows
2 8 (4.65%) Linux
3 6 (3.49%) Unix
4 2 (1.16%) Mac OS X
Processes & Methodologies
1 90 (52.33%) Machine Learning
2 84 (48.84%) Software Engineering
3 79 (45.93%) Mathematics
4 73 (42.44%) Agile Software Development
5 60 (34.88%) Multithreading
6 54 (31.40%) Deep Learning
6 54 (31.40%) Distributed Algorithms
7 53 (30.81%) Bayesian Methods
8 49 (28.49%) Artificial Intelligence
9 40 (23.26%) Reinforcement Learning
10 35 (20.35%) Computer Science
10 35 (20.35%) Test Automation
11 31 (18.02%) Biology
11 31 (18.02%) Computational Biology
12 30 (17.44%) Computational Linguistics
12 30 (17.44%) Probabilistic Modelling
12 30 (17.44%) Unit Testing
13 27 (15.70%) Visualisation
14 25 (14.53%) Neural Network
14 25 (14.53%) Statistics
Programming Languages
1 105 (61.05%) Python
2 93 (54.07%) Java
3 84 (48.84%) C#
4 79 (45.93%) C++
5 65 (37.79%) C
6 29 (16.86%) JavaScript
7 27 (15.70%) SQL
8 8 (4.65%) Julia
9 7 (4.07%) Java 8
9 7 (4.07%) VB.NET
10 6 (3.49%) Kotlin
10 6 (3.49%) Rust
10 6 (3.49%) Scala
11 3 (1.74%) Bash Shell
11 3 (1.74%) MATLAB
11 3 (1.74%) PowerShell
11 3 (1.74%) Ruby
12 2 (1.16%) Assembly Language
12 2 (1.16%) R
13 1 (0.58%) Groovy
Qualifications
1 46 (26.74%) PhD
2 36 (20.93%) Degree
3 30 (17.44%) MPhil
4 17 (9.88%) Computer Science Degree
5 5 (2.91%) Numerate Degree
6 3 (1.74%) Master's Degree
Quality Assurance & Compliance
1 7 (4.07%) QA
System Software
1 9 (5.23%) Docker
2 7 (4.07%) Virtual Machines
3 1 (0.58%) Apache Flume
3 1 (0.58%) VMware Infrastructure
Systems Management
1 7 (4.07%) Kubernetes
2 1 (0.58%) Ansible
Vendors
1 23 (13.37%) Microsoft
2 6 (3.49%) Google
3 5 (2.91%) Oracle
4 1 (0.58%) Citrix
4 1 (0.58%) Hortonworks
4 1 (0.58%) IBM
4 1 (0.58%) SAP
4 1 (0.58%) VMware