Period
to 18 February 2018

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

Algorithms
South East > Oxfordshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 61 95 79
Rank change year-on-year +34 -16 +53
Permanent jobs citing Algorithms 143 71 130
As % of all permanent IT jobs advertised in Oxfordshire 4.64% 2.70% 3.75%
As % of the Miscellaneous category 11.12% 6.07% 8.71%
Number of salaries quoted 124 71 105
Oxfordshire median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +53.85%
10th Percentile £40,000 £41,250 £37,500
90th Percentile £72,500 £67,500 £63,750
South East median annual salary £50,000 £50,000 £45,500
% change year-on-year - +9.89% +7.06%

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 1,286 1,169 1,492
As % of all permanent IT jobs advertised in Oxfordshire 41.75% 44.38% 43.06%
Number of salaries quoted 1,053 928 1,165
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £27,500 £26,675 £27,200
90th Percentile £72,500 £68,750 £67,500
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 18 February 2018.

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 18 February 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
Oxford +13 109 £55,000 +2.33% 14
Abingdon -3 10 £35,000 -20.00% 1
Kidlington - 2 £55,000 -
Algorithms
South East

For the 6 months to 18 February 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 Oxfordshire region with a requirement for Algorithms.

1 108 (75.52%) Python
2 92 (64.34%) C++
3 84 (58.74%) PhD
4 71 (49.65%) Software Engineering
5 69 (48.25%) Mathematics
6 68 (47.55%) Computer Science
7 65 (45.45%) Machine Learning
8 54 (37.76%) Degree
9 53 (37.06%) Physics
10 49 (34.27%) Multithreading
10 49 (34.27%) R
11 42 (29.37%) Qt
11 42 (29.37%) CUDA
12 41 (28.67%) SQL
12 41 (28.67%) MFC
13 40 (27.97%) Windows
13 40 (27.97%) MATLAB
14 38 (26.57%) Natural Language Processing
15 36 (25.17%) Amazon AWS
16 34 (23.78%) Big Data
17 32 (22.38%) Bayesian Methods
17 32 (22.38%) Artificial Intelligence
18 31 (21.68%) Git (software)
18 31 (21.68%) TensorFlow
19 30 (20.98%) Statistics
20 28 (19.58%) Agile Software Development
20 28 (19.58%) Java
21 26 (18.18%) Visual Studio
21 26 (18.18%) C
21 26 (18.18%) OpenGL

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 (1.40%) DNN
2 1 (0.70%) Apache
Applications
1 6 (4.20%) Microsoft Excel
2 1 (0.70%) GNU Octave
2 1 (0.70%) Mathematica
Cloud Services
1 36 (25.17%) Amazon AWS
2 3 (2.10%) GitHub
3 2 (1.40%) Google Cloud Platform
3 2 (1.40%) Heroku
Communications & Networking
1 1 (0.70%) Wireless
Database & Business Intelligence
1 34 (23.78%) Big Data
2 4 (2.80%) PostgreSQL
3 3 (2.10%) Data Mining
4 2 (1.40%) Hadoop
4 2 (1.40%) MongoDB
4 2 (1.40%) Redis
5 1 (0.70%) Apache Accumulo
5 1 (0.70%) Apache Cassandra
5 1 (0.70%) GIS
5 1 (0.70%) Relational Database
Development Applications
1 31 (21.68%) Git (software)
2 26 (18.18%) Visual Studio
3 3 (2.10%) Subversion
4 1 (0.70%) Eclipse
4 1 (0.70%) Jenkins
4 1 (0.70%) Maven
4 1 (0.70%) Mockito
General
1 12 (8.39%) Aerospace
1 12 (8.39%) Telecoms
2 6 (4.20%) Electronics
2 6 (4.20%) Pharmaceutical
3 3 (2.10%) Military
4 1 (0.70%) Automotive
4 1 (0.70%) Finance
Job Titles
1 57 (39.86%) Software Engineer
2 43 (30.07%) C++ Software Engineer
3 23 (16.08%) Machine Learning Researcher
4 17 (11.89%) Senior Software Engineer
5 16 (11.19%) Senior C++ Software Engineer
6 14 (9.79%) Data Scientist
6 14 (9.79%) Developer
7 13 (9.09%) Machine Learning Scientist
8 12 (8.39%) Artificial Intelligence Engineer
9 8 (5.59%) Python Developer
9 8 (5.59%) Software Developer
10 6 (4.20%) Computer Engineer
10 6 (4.20%) Computer Vision Engineer
10 6 (4.20%) Project Manager
10 6 (4.20%) Software Project Manager
11 5 (3.50%) Analyst
11 5 (3.50%) Data Analyst
11 5 (3.50%) Engineering Manager
12 4 (2.80%) Graduate
12 4 (2.80%) Research Scientist
Libraries, Frameworks & Software Standards
1 42 (29.37%) Qt
2 41 (28.67%) MFC
3 38 (26.57%) Natural Language Processing
4 31 (21.68%) TensorFlow
5 26 (18.18%) OpenGL
6 25 (17.48%) WinForms
7 16 (11.19%) XML
8 15 (10.49%) STL
9 10 (6.99%) Theano
10 3 (2.10%) Django
10 3 (2.10%) OpenCV
10 3 (2.10%) React
11 2 (1.40%) Celery
11 2 (1.40%) Memcached
11 2 (1.40%) RabbitMQ
12 1 (0.70%) OpenLayers
12 1 (0.70%) PostGIS
12 1 (0.70%) Spring Boot
12 1 (0.70%) Thymeleaf
12 1 (0.70%) Torch
Miscellaneous
1 68 (47.55%) Computer Science
2 42 (29.37%) CUDA
3 15 (10.49%) Client/Server
3 15 (10.49%) Robotics
4 5 (3.50%) Analytical Skills
5 3 (2.10%) PMI
6 2 (1.40%) Augmented Reality
6 2 (1.40%) Data Structures
6 2 (1.40%) Mobile App
6 2 (1.40%) Social Network
7 1 (0.70%) Analytical Mindset
7 1 (0.70%) NHS
7 1 (0.70%) Video\Live Streaming
Operating Systems
1 40 (27.97%) Windows
2 8 (5.59%) Linux
3 5 (3.50%) Robot Operating System
Processes & Methodologies
1 71 (49.65%) Software Engineering
2 69 (48.25%) Mathematics
3 65 (45.45%) Machine Learning
4 53 (37.06%) Physics
5 49 (34.27%) Multithreading
6 32 (22.38%) Artificial Intelligence
6 32 (22.38%) Bayesian Methods
7 30 (20.98%) Statistics
8 28 (19.58%) Agile Software Development
9 25 (17.48%) Neural Network
9 25 (17.48%) OOD
10 24 (16.78%) Data Science
10 24 (16.78%) Deep Learning
11 22 (15.38%) Economics
12 21 (14.69%) Probabilistic Modelling
13 17 (11.89%) Analytics
14 16 (11.19%) Data Analysis
15 15 (10.49%) Continuous Integration
15 15 (10.49%) Multithreaded Programming
16 11 (7.69%) Project Management
Programming Languages
1 108 (75.52%) Python
2 92 (64.34%) C++
3 49 (34.27%) R
4 41 (28.67%) SQL
5 40 (27.97%) MATLAB
6 28 (19.58%) Java
7 26 (18.18%) C
8 24 (16.78%) Julia
9 19 (13.29%) C#
10 4 (2.80%) Ruby
11 2 (1.40%) GraphQL
11 2 (1.40%) Scala
12 1 (0.70%) JavaScript
12 1 (0.70%) Perl
Qualifications
1 84 (58.74%) PhD
2 54 (37.76%) Degree
3 16 (11.19%) Master's Degree
4 10 (6.99%) Computer Science Degree
5 3 (2.10%) PMI Certification
5 3 (2.10%) Security Cleared
Quality Assurance & Compliance
1 12 (8.39%) ECSS
2 2 (1.40%) GCP
2 2 (1.40%) ISO 13485
3 1 (0.70%) HL7
Systems Management
1 1 (0.70%) Apache Shiro
Vendors
1 6 (4.20%) Capita
1 6 (4.20%) Microsoft
2 1 (0.70%) Google