Period
to 22 May 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 22 May 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South East > Oxfordshire
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 77 81 60
Rank change year-on-year +4 -21 +74
Permanent jobs citing Algorithms 107 82 151
As % of all permanent IT jobs advertised in Oxfordshire 3.62% 3.06% 4.87%
As % of the Miscellaneous category 8.26% 6.48% 10.69%
Number of salaries quoted 88 86 162
Oxfordshire median annual salary £51,250 £50,000 £50,000
Median salary % change year-on-year +2.50% - +42.86%
10th Percentile £40,000 £33,750 £37,500
90th Percentile £72,500 £67,500 £67,975
South East median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +12.50%

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 1,295 1,266 1,412
As % of all permanent IT jobs advertised in Oxfordshire 43.76% 47.31% 45.53%
Number of salaries quoted 1,117 1,026 1,103
Oxfordshire median annual salary £50,000 £42,500 £47,000
Median salary % change year-on-year +17.65% -9.57% +10.59%
10th Percentile £28,750 £27,500 £26,500
90th Percentile £73,750 £67,500 £68,750
South East median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +3.45%

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 22 May 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 22 May 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 -11 80 £50,000 - 26
Abingdon -6 7 - - 3
Algorithms
South East

For the 6 months to 22 May 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 72 (67.29%) Python
2 67 (62.62%) C++
3 56 (52.34%) Machine Learning
4 55 (51.40%) PhD
5 43 (40.19%) Deep Learning
6 40 (37.38%) Mathematics
7 38 (35.51%) Computer Vision
8 37 (34.58%) MATLAB
9 35 (32.71%) Software Engineering
10 34 (31.78%) Artificial Intelligence
11 33 (30.84%) C
12 31 (28.97%) Java
13 30 (28.04%) Data Analysis
13 30 (28.04%) Data Science
14 28 (26.17%) C#
15 26 (24.30%) TensorFlow
15 26 (24.30%) Big Data
16 25 (23.36%) Natural Language Processing
16 25 (23.36%) Multithreading
16 25 (23.36%) Git (software)
17 23 (21.50%) Windows
17 23 (21.50%) R
18 22 (20.56%) CUDA
18 22 (20.56%) Analytics
18 22 (20.56%) Bayesian Methods
18 22 (20.56%) Physics
19 21 (19.63%) SQL
20 19 (17.76%) Probabilistic Modelling
21 18 (16.82%) Computer Science
22 17 (15.89%) Statistics

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 6 (5.61%) Apache Spark
2 3 (2.80%) Apache
3 2 (1.87%) Apache Airflow
Applications
1 8 (7.48%) GNU Octave
2 3 (2.80%) Simulink
3 2 (1.87%) Microsoft Excel
Cloud Services
1 9 (8.41%) GitHub
1 9 (8.41%) Heroku
2 5 (4.67%) Amazon AWS
3 1 (0.93%) Google Cloud Platform
Database & Business Intelligence
1 26 (24.30%) Big Data
2 11 (10.28%) PostgreSQL
3 9 (8.41%) Redis
4 5 (4.67%) MongoDB
4 5 (4.67%) Relational Database
5 4 (3.74%) Apache Cassandra
5 4 (3.74%) Apache Hive
5 4 (3.74%) Hadoop
5 4 (3.74%) NoSQL
5 4 (3.74%) RDBMS
6 3 (2.80%) Data Mining
7 2 (1.87%) BigQuery
7 2 (1.87%) Data Warehouse
7 2 (1.87%) GIS
8 1 (0.93%) CockroachDB
8 1 (0.93%) Geospatial Data
8 1 (0.93%) MySQL
8 1 (0.93%) Text Mining
Development Applications
1 25 (23.36%) Git (software)
2 11 (10.28%) Visual Studio
3 9 (8.41%) Subversion
4 1 (0.93%) Eclipse
4 1 (0.93%) Jenkins
4 1 (0.93%) JIRA
4 1 (0.93%) Maven
4 1 (0.93%) Mockito
General
1 11 (10.28%) Finance
2 5 (4.67%) Aerospace
3 4 (3.74%) Pharmaceutical
4 3 (2.80%) Military
4 3 (2.80%) Telecoms
5 2 (1.87%) Automotive
6 1 (0.93%) Manufacturing
Job Titles
1 28 (26.17%) Developer
2 26 (24.30%) Software Engineer
3 20 (18.69%) Computer Engineer
3 20 (18.69%) Computer Vision Engineer
4 18 (16.82%) Data Scientist
5 17 (15.89%) Python Developer
6 13 (12.15%) C++ Software Engineer
7 12 (11.21%) Django Developer
7 12 (11.21%) Python/Django Developer
7 12 (11.21%) Software Developer
8 7 (6.54%) Developer/Software Engineer
8 7 (6.54%) Machine Learning Engineer
8 7 (6.54%) Machine Learning Researcher
8 7 (6.54%) Python Engineer
8 7 (6.54%) Research Scientist
8 7 (6.54%) Senior C++ Software Engineer
8 7 (6.54%) Senior Software Engineer
9 4 (3.74%) Development Project Manager
9 4 (3.74%) Software Development Project Manager
9 4 (3.74%) Software Project Manager
Libraries, Frameworks & Software Standards
1 26 (24.30%) TensorFlow
2 25 (23.36%) Natural Language Processing
3 12 (11.21%) Django
3 12 (11.21%) MFC
3 12 (11.21%) Qt
4 11 (10.28%) React
5 9 (8.41%) Celery
5 9 (8.41%) GraphQL
5 9 (8.41%) Memcached
5 9 (8.41%) RabbitMQ
6 8 (7.48%) XML
7 7 (6.54%) STL
8 6 (5.61%) OpenCV
9 5 (4.67%) OpenGL
9 5 (4.67%) WinForms
10 4 (3.74%) Kafka
10 4 (3.74%) Torch
11 3 (2.80%) OpenCL
12 1 (0.93%) Pandas
12 1 (0.93%) PostGIS
Miscellaneous
1 22 (20.56%) CUDA
2 18 (16.82%) Computer Science
3 9 (8.41%) Mobile App
3 9 (8.41%) Social Network
4 8 (7.48%) Robotics
5 7 (6.54%) Client/Server
6 6 (5.61%) Analytical Skills
7 4 (3.74%) Data Structures
7 4 (3.74%) PMI
8 2 (1.87%) User Experience
9 1 (0.93%) Analytical Mindset
9 1 (0.93%) Arduino
9 1 (0.93%) Life Science
9 1 (0.93%) Raspberry Pi
9 1 (0.93%) Virtual Team
Operating Systems
1 23 (21.50%) Windows
2 15 (14.02%) Linux
3 5 (4.67%) Robot Operating System
Processes & Methodologies
1 56 (52.34%) Machine Learning
2 43 (40.19%) Deep Learning
3 40 (37.38%) Mathematics
4 38 (35.51%) Computer Vision
5 35 (32.71%) Software Engineering
6 34 (31.78%) Artificial Intelligence
7 30 (28.04%) Data Analysis
7 30 (28.04%) Data Science
8 25 (23.36%) Multithreading
9 22 (20.56%) Analytics
9 22 (20.56%) Bayesian Methods
9 22 (20.56%) Physics
10 19 (17.76%) Probabilistic Modelling
11 17 (15.89%) Statistics
12 16 (14.95%) Neural Network
13 15 (14.02%) Agile Software Development
14 14 (13.08%) Project Management
15 13 (12.15%) Distributed Algorithms
16 12 (11.21%) Computational Biology
16 12 (11.21%) Computational Linguistics
Programming Languages
1 72 (67.29%) Python
2 67 (62.62%) C++
3 37 (34.58%) MATLAB
4 33 (30.84%) C
5 31 (28.97%) Java
6 28 (26.17%) C#
7 23 (21.50%) R
8 21 (19.63%) SQL
9 11 (10.28%) Julia
10 4 (3.74%) PL/SQL
11 1 (0.93%) JavaScript
11 1 (0.93%) Kotlin
Qualifications
1 55 (51.40%) PhD
2 13 (12.15%) Degree
3 4 (3.74%) PMI Certification
4 3 (2.80%) Master's Degree
5 2 (1.87%) Computer Science Degree
Quality Assurance & Compliance
1 3 (2.80%) ECSS
Systems Management
1 3 (2.80%) Kubernetes
2 1 (0.93%) Apache Shiro
Vendors
1 11 (10.28%) Google
2 4 (3.74%) Oracle
3 2 (1.87%) Capita
3 2 (1.87%) Microsoft
4 1 (0.93%) NVIDIA