Period
to 17 December 2018

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

Algorithms
Oxfordshire > Oxford
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 25 30 41
Rank change year-on-year +5 +11 +27
Permanent jobs citing Algorithms 136 117 75
As % of all permanent IT jobs advertised in Oxford 9.62% 7.40% 5.40%
As % of the Miscellaneous category 22.48% 21.23% 13.30%
Number of salaries quoted 129 102 77
Oxford median annual salary £52,500 £55,000 £57,500
Median salary % change year-on-year -4.55% -4.35% +15.00%
10th Percentile £43,750 £41,250 £36,000
90th Percentile £68,750 £77,500 £86,250
Oxfordshire median annual salary £50,000 £50,000 £57,500
% change year-on-year - -13.04% +15.00%

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 Oxford with a requirement for generic IT skills.

All Generic IT Skills
Oxford
Permanent vacancies with a requirement for generic IT skills 605 551 564
As % of all permanent IT jobs advertised in Oxford 42.79% 34.85% 40.60%
Number of salaries quoted 539 467 496
Oxford median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £32,500 £31,250 £27,500
90th Percentile £77,500 £72,500 £67,500
Oxfordshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +7.95%

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 2018.

Salary histogram for Algorithms in Oxford

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

1 124 (91.18%) C++
2 104 (76.47%) Machine Learning
3 98 (72.06%) PhD
4 96 (70.59%) Artificial Intelligence
5 85 (62.50%) Computer Vision
6 82 (60.29%) Deep Learning
7 79 (58.09%) C#
8 73 (53.68%) Python
9 64 (47.06%) Software Engineering
10 63 (46.32%) Mathematics
11 60 (44.12%) Git (software)
11 60 (44.12%) Data Science
12 56 (41.18%) R
13 55 (40.44%) Java
14 49 (36.03%) Data Analysis
15 47 (34.56%) Image Processing
16 44 (32.35%) Neural Network
17 43 (31.62%) MATLAB
18 41 (30.15%) Big Data
19 40 (29.41%) Subversion
20 39 (28.68%) Multithreading
20 39 (28.68%) Natural Language Processing
21 38 (27.94%) C
22 37 (27.21%) Bayesian Methods
22 37 (27.21%) TensorFlow
22 37 (27.21%) Reinforcement Learning
23 36 (26.47%) Probabilistic Modelling
23 36 (26.47%) Computational Linguistics
23 36 (26.47%) Computational Biology
23 36 (26.47%) Distributed Algorithms

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:

Applications
1 31 (22.79%) GNU Octave
2 4 (2.94%) Microsoft Excel
Cloud Services
1 10 (7.35%) Google Analytics
2 2 (1.47%) Amazon AWS
2 2 (1.47%) Amazon EC2
2 2 (1.47%) Amazon EMR
2 2 (1.47%) Amazon S3
3 1 (0.74%) SaaS
Communications & Networking
1 1 (0.74%) HTTP
Database & Business Intelligence
1 41 (30.15%) Big Data
2 11 (8.09%) Data Mining
3 10 (7.35%) Apache Hive
3 10 (7.35%) Hadoop
3 10 (7.35%) Spotfire
4 2 (1.47%) Amazon Redshift
4 2 (1.47%) PostgreSQL
4 2 (1.47%) Power BI
4 2 (1.47%) SQL Server
Development Applications
1 60 (44.12%) Git (software)
2 40 (29.41%) Subversion
3 3 (2.21%) CMake
4 1 (0.74%) Gatling
4 1 (0.74%) JMeter
4 1 (0.74%) LoadRunner
4 1 (0.74%) NUnit
4 1 (0.74%) Octopus Deploy
4 1 (0.74%) Rational DOORS
4 1 (0.74%) The Grinder
4 1 (0.74%) Visual Studio Team System
General
1 15 (11.03%) Finance
2 6 (4.41%) Automotive
3 4 (2.94%) Aerospace
4 3 (2.21%) Pharmaceutical
5 1 (0.74%) Electronics
5 1 (0.74%) Games
5 1 (0.74%) Retail
Job Titles
1 56 (41.18%) Software Engineer
2 42 (30.88%) Developer
3 37 (27.21%) Computer Engineer
3 37 (27.21%) Computer Vision Engineer
4 35 (25.74%) C++ Software Engineer
5 32 (23.53%) Developer/Software Engineer
6 30 (22.06%) Software Developer
7 29 (21.32%) Data Scientist
8 27 (19.85%) C++ Developer
9 25 (18.38%) C++ Software Developer
10 14 (10.29%) Machine Learning Engineer
11 9 (6.62%) Computer Vision Developer
11 9 (6.62%) Python Developer
11 9 (6.62%) Python Engineer
12 8 (5.88%) Research Engineer
12 8 (5.88%) Senior Software Engineer
13 6 (4.41%) Python Software Engineer
13 6 (4.41%) Senior C++ Software Engineer
14 4 (2.94%) Data Engineer
14 4 (2.94%) Linux Engineer
Libraries, Frameworks & Software Standards
1 39 (28.68%) Natural Language Processing
2 37 (27.21%) TensorFlow
3 7 (5.15%) Boost C++ Libraries
3 7 (5.15%) STL
4 6 (4.41%) OpenCV
5 1 (0.74%) .NET
5 1 (0.74%) AngularJS
5 1 (0.74%) Caffe
5 1 (0.74%) HTML
5 1 (0.74%) Keras
5 1 (0.74%) OpenCL
5 1 (0.74%) OpenGL
5 1 (0.74%) Qt
5 1 (0.74%) React
5 1 (0.74%) REST
5 1 (0.74%) RESTful
5 1 (0.74%) Ruby on Rails
5 1 (0.74%) Unity (Game Engine)
5 1 (0.74%) Unreal Engine
5 1 (0.74%) Web Services
Miscellaneous
1 16 (11.76%) Data Structures
2 15 (11.03%) Analytical Skills
3 12 (8.82%) Robotics
4 2 (1.47%) Self-Motivation
5 1 (0.74%) Client/Server
5 1 (0.74%) CUDA
5 1 (0.74%) Embedded Systems
5 1 (0.74%) Field-Programmable Gate Array
5 1 (0.74%) GPGPU
5 1 (0.74%) User Experience
Operating Systems
1 11 (8.09%) Linux
2 3 (2.21%) Robot Operating System
3 1 (0.74%) Mac OS
Processes & Methodologies
1 104 (76.47%) Machine Learning
2 96 (70.59%) Artificial Intelligence
3 85 (62.50%) Computer Vision
4 82 (60.29%) Deep Learning
5 64 (47.06%) Software Engineering
6 63 (46.32%) Mathematics
7 60 (44.12%) Data Science
8 49 (36.03%) Data Analysis
9 47 (34.56%) Image Processing
10 44 (32.35%) Neural Network
11 39 (28.68%) Multithreading
12 37 (27.21%) Bayesian Methods
12 37 (27.21%) Reinforcement Learning
13 36 (26.47%) Biology
13 36 (26.47%) Computational Biology
13 36 (26.47%) Computational Linguistics
13 36 (26.47%) Distributed Algorithms
13 36 (26.47%) Probabilistic Modelling
14 32 (23.53%) Physics
15 31 (22.79%) Mathematical Modelling
Programming Languages
1 124 (91.18%) C++
2 79 (58.09%) C#
3 73 (53.68%) Python
4 56 (41.18%) R
5 55 (40.44%) Java
6 43 (31.62%) MATLAB
7 38 (27.94%) C
8 12 (8.82%) SQL
9 10 (7.35%) Delphi
10 6 (4.41%) JavaScript
11 1 (0.74%) Julia
11 1 (0.74%) Perl
11 1 (0.74%) PowerShell
11 1 (0.74%) Ruby
Qualifications
1 98 (72.06%) PhD
2 36 (26.47%) MPhil
3 12 (8.82%) Degree
4 7 (5.15%) Computer Science Degree
5 1 (0.74%) ISTQB
5 1 (0.74%) Master's Degree
Vendors
1 12 (8.82%) Tableau
2 10 (7.35%) Google
3 4 (2.94%) Microsoft
4 2 (1.47%) Cognos
5 1 (0.74%) GUPTA