Period
to 13 December 2017

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Oxfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 13 December 2017 with a comparison to the same period over the previous 2 years.

Algorithms
South East > Oxfordshire
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 48 81 99
Rank change year-on-year +33 +18 +43
Permanent jobs citing Algorithms 164 91 94
As % of all permanent IT jobs advertised in Oxfordshire 5.24% 3.20% 2.75%
As % of the Miscellaneous category 12.56% 7.47% 6.45%
Number of salaries quoted 136 89 70
Oxfordshire median annual salary £50,000 £57,500 £50,000
Median salary % change year-on-year -13.04% +15.00% +17.65%
10th Percentile £40,625 £37,500 £32,500
90th Percentile £76,875 £86,250 £63,750
South East median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 Oxfordshire with a requirement for generic IT skills.

All Generic IT Skills
Oxfordshire
Permanent vacancies with a requirement for generic IT skills 1306 1218 1457
As % of all permanent IT jobs advertised in Oxfordshire 41.74% 42.86% 42.61%
Number of salaries quoted 1033 953 1115
Oxfordshire median annual salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95% +10.00%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £72,500 £67,500 £65,000
South East median annual salary £45,000 £45,000 £45,000

Algorithms
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Algorithms in Oxfordshire

Algorithms
Salary Trend in Oxfordshire

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

Salary trend for Algorithms in Oxfordshire

Algorithms
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Algorithms in Oxfordshire over the 6 months to 13 December 2017.

Salary histogram for Algorithms in Oxfordshire

Algorithms
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Algorithms within the Oxfordshire region over the 6 months to 13 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
Oxford +9 120 £55,000 -4.35% 17
Abingdon +5 8 £27,000 -32.50%
Henley-on-Thames - 2 - -
Kidlington - 2 £55,000 -
Algorithms
South East

For the 6 months to 13 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 Oxfordshire region with a requirement for Algorithms.

1 115 (70.12%) Python
2 112 (68.29%) C++
3 90 (54.88%) PhD
4 83 (50.61%) Machine Learning
5 81 (49.39%) Computer Science
6 79 (48.17%) Mathematics
7 76 (46.34%) Software Engineering
8 60 (36.59%) Physics
8 60 (36.59%) Degree
9 59 (35.98%) R
10 52 (31.71%) Multithreading
11 45 (27.44%) MATLAB
11 45 (27.44%) Amazon AWS
12 41 (25.00%) Artificial Intelligence
12 41 (25.00%) Qt
12 41 (25.00%) CUDA
12 41 (25.00%) Natural Language Processing
13 40 (24.39%) Windows
13 40 (24.39%) SQL
13 40 (24.39%) MFC
14 38 (23.17%) C
15 37 (22.56%) Git (software)
16 36 (21.95%) Java
17 35 (21.34%) Agile Software Development
18 34 (20.73%) Big Data
18 34 (20.73%) Bayesian Methods
19 32 (19.51%) TensorFlow
19 32 (19.51%) OOD
20 31 (18.90%) OpenGL
21 30 (18.29%) WinForms

Algorithms
Co-occurring IT Skills in Oxfordshire 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 2 (1.22%) DNN
1 2 (1.22%) SAS
Applications
1 5 (3.05%) Microsoft Excel
2 1 (0.61%) GNU Octave
2 1 (0.61%) Mathematica
Cloud Services
1 45 (27.44%) Amazon AWS
2 7 (4.27%) Microsoft Azure
3 6 (3.66%) Azure Data Factory
4 2 (1.22%) GitHub
4 2 (1.22%) Google Cloud Platform
Communications & Networking
1 1 (0.61%) Internet
1 1 (0.61%) Wireless
Database & Business Intelligence
1 34 (20.73%) Big Data
2 8 (4.88%) Power BI
3 6 (3.66%) Azure SQL Data Warehouse
3 6 (3.66%) Data Warehouse
3 6 (3.66%) HDInsight
3 6 (3.66%) SQL Server Analysis Services
3 6 (3.66%) SQL Server Integration Services
3 6 (3.66%) SQL Server Reporting Services
4 4 (2.44%) Hadoop
4 4 (2.44%) MongoDB
5 3 (1.83%) Apache Cassandra
6 2 (1.22%) Amazon DynamoDB
6 2 (1.22%) HBase
6 2 (1.22%) NoSQL
7 1 (0.61%) Apache Accumulo
7 1 (0.61%) Data Mining
Development Applications
1 37 (22.56%) Git (software)
2 21 (12.80%) Visual Studio
3 3 (1.83%) Ant
3 3 (1.83%) Maven
4 2 (1.22%) Subversion
5 1 (0.61%) Jenkins
5 1 (0.61%) JIRA
5 1 (0.61%) Selenium
General
1 15 (9.15%) Aerospace
1 15 (9.15%) Telecoms
2 6 (3.66%) Automotive
2 6 (3.66%) Electronics
3 4 (2.44%) Games
4 3 (1.83%) Pharmaceutical
5 2 (1.22%) Finance
6 1 (0.61%) Military
Job Titles
1 59 (35.98%) Software Engineer
2 42 (25.61%) C++ Software Engineer
3 25 (15.24%) Developer
4 22 (13.41%) Machine Learning Researcher
5 16 (9.76%) Research Engineer
6 15 (9.15%) Artificial Intelligence Engineer
7 14 (8.54%) Data Scientist
8 12 (7.32%) Senior Software Engineer
9 11 (6.71%) Machine Learning Scientist
9 11 (6.71%) Senior C++ Software Engineer
9 11 (6.71%) Software Developer
10 10 (6.10%) Analyst
10 10 (6.10%) Computer Engineer
10 10 (6.10%) Computer Vision Engineer
11 8 (4.88%) Machine Learning Engineer
12 7 (4.27%) Algorithm Engineer
13 6 (3.66%) Analyst Developer
13 6 (3.66%) Python Developer
13 6 (3.66%) Report Analyst
13 6 (3.66%) Report Developer
Libraries, Frameworks & Software Standards
1 41 (25.00%) Natural Language Processing
1 41 (25.00%) Qt
2 40 (24.39%) MFC
3 32 (19.51%) TensorFlow
4 31 (18.90%) OpenGL
5 30 (18.29%) WinForms
6 13 (7.93%) Theano
7 9 (5.49%) STL
7 9 (5.49%) XML
8 7 (4.27%) CSS
8 7 (4.27%) HTML
9 3 (1.83%) .NET
9 3 (1.83%) RESTful
9 3 (1.83%) Web Services
10 1 (0.61%) ASP.NET MVC
10 1 (0.61%) CSS3
10 1 (0.61%) HTML5
10 1 (0.61%) Node.js
10 1 (0.61%) OpenCV
10 1 (0.61%) REST
Miscellaneous
1 81 (49.39%) Computer Science
2 41 (25.00%) CUDA
3 16 (9.76%) Robotics
4 9 (5.49%) Client/Server
5 3 (1.83%) Data Structures
6 2 (1.22%) Analytical Skills
6 2 (1.22%) Augmented Reality
7 1 (0.61%) Analytical Mindset
7 1 (0.61%) NHS
7 1 (0.61%) Online Gambling
7 1 (0.61%) Video\Live Streaming
Operating Systems
1 40 (24.39%) Windows
2 11 (6.71%) Linux
Processes & Methodologies
1 83 (50.61%) Machine Learning
2 79 (48.17%) Mathematics
3 76 (46.34%) Software Engineering
4 60 (36.59%) Physics
5 52 (31.71%) Multithreading
6 41 (25.00%) Artificial Intelligence
7 35 (21.34%) Agile Software Development
8 34 (20.73%) Bayesian Methods
9 32 (19.51%) OOD
10 30 (18.29%) Statistics
11 24 (14.63%) Neural Network
12 23 (14.02%) Deep Learning
13 21 (12.80%) Economics
14 20 (12.20%) Probabilistic Modelling
15 18 (10.98%) Analytics
16 15 (9.15%) Computer Vision
17 11 (6.71%) Video Processing
18 10 (6.10%) Image Processing
19 9 (5.49%) Continuous Integration
19 9 (5.49%) Visualisation
Programming Languages
1 115 (70.12%) Python
2 112 (68.29%) C++
3 59 (35.98%) R
4 45 (27.44%) MATLAB
5 40 (24.39%) SQL
6 38 (23.17%) C
7 36 (21.95%) Java
8 26 (15.85%) Julia
9 18 (10.98%) C#
10 9 (5.49%) Ruby
11 8 (4.88%) JavaScript
12 2 (1.22%) Scala
13 1 (0.61%) Bash Shell
13 1 (0.61%) Perl
13 1 (0.61%) TypeScript
13 1 (0.61%) VB
13 1 (0.61%) VBA
Qualifications
1 90 (54.88%) PhD
2 60 (36.59%) Degree
3 19 (11.59%) Master's Degree
4 13 (7.93%) Computer Science Degree
5 3 (1.83%) Security Cleared
Quality Assurance & Compliance
1 15 (9.15%) ECSS
2 2 (1.22%) GCP
2 2 (1.22%) ISO 13485
3 1 (0.61%) HL7
3 1 (0.61%) QA
Vendors
1 11 (6.71%) Microsoft
2 8 (4.88%) Tableau
3 6 (3.66%) Cognos
4 4 (2.44%) Capita