Period
to 17 December 2017

The table below looks at the prevalence of the term Algorithms in permanent job vacancies advertised in Oxford. Included is a benchmarking guide to the salaries offered in vacancies that have cited Algorithms over the 6 months to 17 December 2017 with a comparison to the same period over the previous 2 years.

Algorithms
Oxfordshire > Oxford
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 30 41 67
Rank change year-on-year +11 +26 +25
Permanent jobs citing Algorithms 117 75 73
As % of all permanent IT jobs advertised in Oxford 7.40% 5.40% 4.36%
As % of the Miscellaneous category 18.51% 12.30% 9.64%
Number of salaries quoted 102 77 51
Oxford median annual salary £55,000 £57,500 £50,000
Median salary % change year-on-year -4.35% +15.00% +14.29%
10th Percentile £41,250 £36,000 £32,500
90th Percentile £77,500 £86,250 £60,000
Oxfordshire median annual salary £50,000 £57,500 £50,000
% change year-on-year -13.04% +15.00% +17.65%

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 Oxford with a requirement for generic IT skills.

All Generic IT Skills
Oxford
Permanent vacancies with a requirement for generic IT skills 632 610 757
As % of all permanent IT jobs advertised in Oxford 39.97% 43.92% 45.22%
Number of salaries quoted 547 526 577
Oxford median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +12.50%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £72,500 £65,750 £65,000
Oxfordshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +12.50%

Algorithms
Job Vacancy Trend in Oxford

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

Job vacancy trend for Algorithms in Oxford

Algorithms
Salary Trend in Oxford

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

Salary trend for Algorithms in Oxford

Algorithms
Salary Histogram in Oxford

The salary distribution of IT jobs citing Algorithms in Oxford over the 6 months to 17 December 2017.

Salary histogram for Algorithms in Oxford

For the 6 months to 17 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 Oxford region with a requirement for Algorithms.

1 96 (82.05%) Python
2 86 (73.50%) C++
3 82 (70.09%) PhD
4 69 (58.97%) Machine Learning
5 64 (54.70%) Mathematics
6 57 (48.72%) Computer Science
7 54 (46.15%) Physics
8 51 (43.59%) Software Engineering
9 50 (42.74%) R
10 48 (41.03%) Multithreading
11 42 (35.90%) MATLAB
12 41 (35.04%) Natural Language Processing
12 41 (35.04%) Amazon AWS
13 37 (31.62%) Qt
13 37 (31.62%) CUDA
14 36 (30.77%) Windows
14 36 (30.77%) MFC
15 34 (29.06%) Degree
16 33 (28.21%) Git (software)
16 33 (28.21%) Bayesian Methods
17 32 (27.35%) TensorFlow
18 31 (26.50%) Big Data
18 31 (26.50%) SQL
19 30 (25.64%) Java
19 30 (25.64%) OOD
20 28 (23.93%) OpenGL
20 28 (23.93%) WinForms
21 26 (22.22%) Julia
22 25 (21.37%) Statistics
23 24 (20.51%) Artificial Intelligence

Algorithms
Co-occurring IT Skills in Oxford 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 (1.71%) DNN
Applications
1 4 (3.42%) Microsoft Excel
2 1 (0.85%) GNU Octave
2 1 (0.85%) Mathematica
Cloud Services
1 41 (35.04%) Amazon AWS
2 1 (0.85%) GitHub
2 1 (0.85%) Microsoft Azure
Communications & Networking
1 1 (0.85%) Internet
1 1 (0.85%) Wireless
Database & Business Intelligence
1 31 (26.50%) Big Data
2 2 (1.71%) MongoDB
3 1 (0.85%) Apache Accumulo
3 1 (0.85%) Apache Cassandra
3 1 (0.85%) Data Mining
3 1 (0.85%) Hadoop
Development Applications
1 33 (28.21%) Git (software)
2 18 (15.38%) Visual Studio
3 2 (1.71%) Ant
3 2 (1.71%) Maven
3 2 (1.71%) Subversion
General
1 4 (3.42%) Automotive
2 2 (1.71%) Games
3 1 (0.85%) Electronics
3 1 (0.85%) Finance
3 1 (0.85%) Military
3 1 (0.85%) Pharmaceutical
Job Titles
1 38 (32.48%) C++ Software Engineer
1 38 (32.48%) Software Engineer
2 21 (17.95%) Machine Learning Researcher
3 16 (13.68%) Developer
4 15 (12.82%) Research Engineer
5 11 (9.40%) Machine Learning Scientist
6 10 (8.55%) Computer Engineer
6 10 (8.55%) Computer Vision Engineer
6 10 (8.55%) Software Developer
7 9 (7.69%) Data Scientist
7 9 (7.69%) Senior C++ Software Engineer
7 9 (7.69%) Senior Software Engineer
8 8 (6.84%) Machine Learning Engineer
9 5 (4.27%) Algorithm Engineer
9 5 (4.27%) Python Developer
10 3 (2.56%) Analyst
10 3 (2.56%) Data Analyst
10 3 (2.56%) Graduate
10 3 (2.56%) Machine Learning Developer
10 3 (2.56%) Research Scientist
Libraries, Frameworks & Software Standards
1 41 (35.04%) Natural Language Processing
2 37 (31.62%) Qt
3 36 (30.77%) MFC
4 32 (27.35%) TensorFlow
5 28 (23.93%) OpenGL
5 28 (23.93%) WinForms
6 13 (11.11%) Theano
7 8 (6.84%) STL
7 8 (6.84%) XML
8 3 (2.56%) .NET
9 2 (1.71%) RESTful
9 2 (1.71%) Web Services
10 1 (0.85%) ASP.NET
10 1 (0.85%) ASP.NET MVC
10 1 (0.85%) CSS3
10 1 (0.85%) HTML5
10 1 (0.85%) jQuery
10 1 (0.85%) Node.js
10 1 (0.85%) REST
10 1 (0.85%) Spring
Miscellaneous
1 57 (48.72%) Computer Science
2 37 (31.62%) CUDA
3 8 (6.84%) Client/Server
4 1 (0.85%) Analytical Skills
4 1 (0.85%) Data Structures
4 1 (0.85%) NHS
4 1 (0.85%) Robotics
4 1 (0.85%) Video\Live Streaming
Operating Systems
1 36 (30.77%) Windows
Processes & Methodologies
1 69 (58.97%) Machine Learning
2 64 (54.70%) Mathematics
3 54 (46.15%) Physics
4 51 (43.59%) Software Engineering
5 48 (41.03%) Multithreading
6 33 (28.21%) Bayesian Methods
7 30 (25.64%) OOD
8 25 (21.37%) Statistics
9 24 (20.51%) Agile Software Development
9 24 (20.51%) Artificial Intelligence
10 23 (19.66%) Neural Network
11 21 (17.95%) Deep Learning
11 21 (17.95%) Economics
12 20 (17.09%) Probabilistic Modelling
13 14 (11.97%) Computer Vision
14 11 (9.40%) Video Processing
15 9 (7.69%) Distributed Algorithms
15 9 (7.69%) Image Processing
15 9 (7.69%) Time Series Forecasting
16 8 (6.84%) Continuous Integration
Programming Languages
1 96 (82.05%) Python
2 86 (73.50%) C++
3 50 (42.74%) R
4 42 (35.90%) MATLAB
5 31 (26.50%) SQL
6 30 (25.64%) Java
7 26 (22.22%) Julia
8 22 (18.80%) C
9 15 (12.82%) C#
10 6 (5.13%) Ruby
11 2 (1.71%) JavaScript
12 1 (0.85%) Perl
12 1 (0.85%) Scala
12 1 (0.85%) TypeScript
Qualifications
1 82 (70.09%) PhD
2 34 (29.06%) Degree
3 2 (1.71%) Computer Science Degree
4 1 (0.85%) Master's Degree
Vendors
1 4 (3.42%) Capita
1 4 (3.42%) Microsoft