Period
to 15 August 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 15 August 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South East > Oxfordshire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 54 75 53
Rank change year-on-year +21 -22 +79
Permanent jobs citing Algorithms 154 104 166
As % of all permanent IT jobs advertised in Oxfordshire 5.24% 3.68% 5.27%
As % of the Miscellaneous category 11.96% 8.13% 11.29%
Number of salaries quoted 133 100 193
Oxfordshire median annual salary £52,500 £48,500 £50,000
Median salary % change year-on-year +8.25% -3.00% +37.93%
10th Percentile £40,250 £34,875 £32,500
90th Percentile £67,250 £72,500 £68,000
South East median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +25.00%

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 Oxfordshire with a requirement for generic IT skills.

All Generic IT Skills
Oxfordshire
Permanent vacancies with a requirement for generic IT skills 1,288 1,280 1,470
As % of all permanent IT jobs advertised in Oxfordshire 43.84% 45.31% 46.65%
Number of salaries quoted 1,140 1,044 1,128
Oxfordshire median annual salary £50,000 £42,500 £48,500
Median salary % change year-on-year +17.65% -12.37% +14.12%
10th Percentile £31,250 £26,250 £26,250
90th Percentile £72,500 £68,750 £68,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

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 15 August 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 15 August 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 -7 118 £52,500 +6.06% 21
Abingdon +1 9 £40,000 -5.88% 1
Banbury +13 1 £40,500 -19.00%
Algorithms
South East

For the 6 months to 15 August 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.

1 107 (69.48%) C++
2 103 (66.88%) Machine Learning
3 92 (59.74%) Python
4 81 (52.60%) PhD
5 80 (51.95%) Deep Learning
6 79 (51.30%) Computer Vision
7 67 (43.51%) Java
8 63 (40.91%) C#
8 63 (40.91%) Artificial Intelligence
9 60 (38.96%) Software Engineering
10 55 (35.71%) C
11 53 (34.42%) Data Analysis
11 53 (34.42%) Data Science
12 52 (33.77%) Mathematics
13 48 (31.17%) MATLAB
14 44 (28.57%) TensorFlow
15 41 (26.62%) R
15 41 (26.62%) Natural Language Processing
16 38 (24.68%) Multithreading
16 38 (24.68%) Git (software)
16 38 (24.68%) Bayesian Methods
16 38 (24.68%) Big Data
17 35 (22.73%) Probabilistic Modelling
18 34 (22.08%) Computational Linguistics
18 34 (22.08%) Computational Biology
18 34 (22.08%) Reinforcement Learning
18 34 (22.08%) Distributed Algorithms
18 34 (22.08%) Biology
19 32 (20.78%) Analytics
20 30 (19.48%) Physics

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 13 (8.44%) Apache Spark
2 3 (1.95%) Apache
3 2 (1.30%) Apache Airflow
4 1 (0.65%) IIS
4 1 (0.65%) Jetty
4 1 (0.65%) Tomcat
Applications
1 24 (15.58%) GNU Octave
2 3 (1.95%) Simulink
3 2 (1.30%) Microsoft Excel
Cloud Services
1 9 (5.84%) GitHub
1 9 (5.84%) Heroku
2 8 (5.19%) Amazon AWS
3 5 (3.25%) Amazon EC2
3 5 (3.25%) Amazon EMR
3 5 (3.25%) Amazon S3
4 1 (0.65%) Cloud Computing
4 1 (0.65%) Google Cloud Platform
Communications & Networking
1 2 (1.30%) Internet
Database & Business Intelligence
1 38 (24.68%) Big Data
2 15 (9.74%) PostgreSQL
3 10 (6.49%) Apache Cassandra
3 10 (6.49%) Hadoop
3 10 (6.49%) MongoDB
4 9 (5.84%) Redis
5 7 (4.55%) Apache Hive
5 7 (4.55%) NoSQL
5 7 (4.55%) RDBMS
5 7 (4.55%) Relational Database
6 6 (3.90%) SQL Server
7 5 (3.25%) Amazon Redshift
7 5 (3.25%) Power BI
8 3 (1.95%) Amazon DynamoDB
8 3 (1.95%) Data Mining
9 2 (1.30%) BigQuery
9 2 (1.30%) Data Warehouse
9 2 (1.30%) GIS
10 1 (0.65%) MySQL
10 1 (0.65%) Text Mining
Development Applications
1 38 (24.68%) Git (software)
2 25 (16.23%) Subversion
3 3 (1.95%) CMake
3 3 (1.95%) Jenkins
3 3 (1.95%) Maven
4 2 (1.30%) JUnit
4 2 (1.30%) Visual Studio
5 1 (0.65%) GDB
5 1 (0.65%) Gradle
5 1 (0.65%) JIRA
5 1 (0.65%) Mockito
5 1 (0.65%) Travis CI
5 1 (0.65%) Valgrind
General
1 13 (8.44%) Finance
2 9 (5.84%) Automotive
3 6 (3.90%) Aerospace
4 5 (3.25%) Pharmaceutical
5 4 (2.60%) Publishing
6 2 (1.30%) Manufacturing
7 1 (0.65%) Games
7 1 (0.65%) Military
Job Titles
1 60 (38.96%) Developer
2 39 (25.32%) Software Engineer
3 34 (22.08%) Computer Engineer
3 34 (22.08%) Computer Vision Engineer
4 32 (20.78%) Software Developer
5 31 (20.13%) Data Scientist
6 25 (16.23%) Developer/Software Engineer
7 23 (14.94%) Python Developer
8 16 (10.39%) C++ Developer
9 15 (9.74%) Python Engineer
10 13 (8.44%) C++ Software Developer
10 13 (8.44%) C++ Software Engineer
11 11 (7.14%) Django Developer
11 11 (7.14%) Machine Learning Engineer
11 11 (7.14%) Python/Django Developer
12 10 (6.49%) Computer Vision Developer
13 8 (5.19%) Python Software Engineer
13 8 (5.19%) Research Scientist
14 7 (4.55%) Java Developer
14 7 (4.55%) Java Engineer
Libraries, Frameworks & Software Standards
1 44 (28.57%) TensorFlow
2 41 (26.62%) Natural Language Processing
3 11 (7.14%) Django
4 10 (6.49%) Kafka
4 10 (6.49%) React
5 9 (5.84%) Celery
5 9 (5.84%) GraphQL
5 9 (5.84%) Memcached
5 9 (5.84%) RabbitMQ
6 8 (5.19%) OpenCV
6 8 (5.19%) Torch
7 6 (3.90%) STL
8 5 (3.25%) Boost C++ Libraries
8 5 (3.25%) OpenCL
9 4 (2.60%) RESTful
10 3 (1.95%) CSS
10 3 (1.95%) Elastic Stack
10 3 (1.95%) HTML
10 3 (1.95%) JSON
10 3 (1.95%) Web Services
Miscellaneous
1 19 (12.34%) Computer Science
2 13 (8.44%) CUDA
3 11 (7.14%) Data Structures
4 9 (5.84%) Mobile App
4 9 (5.84%) Social Network
5 8 (5.19%) Robotics
6 4 (2.60%) User Experience
7 3 (1.95%) Analytical Skills
8 2 (1.30%) Life Science
9 1 (0.65%) Arduino
9 1 (0.65%) Client/Server
9 1 (0.65%) Embedded Systems
9 1 (0.65%) GPGPU
9 1 (0.65%) Hedge funds
9 1 (0.65%) NHS
9 1 (0.65%) PMI
9 1 (0.65%) Raspberry Pi
9 1 (0.65%) Self-Motivation
9 1 (0.65%) Smart Meter
9 1 (0.65%) Virtual Team
Operating Systems
1 17 (11.04%) Linux
2 12 (7.79%) Windows
3 1 (0.65%) Mac OS
3 1 (0.65%) Robot Operating System
Processes & Methodologies
1 103 (66.88%) Machine Learning
2 80 (51.95%) Deep Learning
3 79 (51.30%) Computer Vision
4 63 (40.91%) Artificial Intelligence
5 60 (38.96%) Software Engineering
6 53 (34.42%) Data Analysis
6 53 (34.42%) Data Science
7 52 (33.77%) Mathematics
8 38 (24.68%) Bayesian Methods
8 38 (24.68%) Multithreading
9 35 (22.73%) Probabilistic Modelling
10 34 (22.08%) Biology
10 34 (22.08%) Computational Biology
10 34 (22.08%) Computational Linguistics
10 34 (22.08%) Distributed Algorithms
10 34 (22.08%) Reinforcement Learning
11 32 (20.78%) Analytics
12 30 (19.48%) Physics
13 29 (18.83%) Image Processing
14 26 (16.88%) Neural Network
Programming Languages
1 107 (69.48%) C++
2 92 (59.74%) Python
3 67 (43.51%) Java
4 63 (40.91%) C#
5 55 (35.71%) C
6 48 (31.17%) MATLAB
7 41 (26.62%) R
8 16 (10.39%) SQL
9 7 (4.55%) Julia
9 7 (4.55%) PL/SQL
10 4 (2.60%) JavaScript
11 2 (1.30%) Java 8
12 1 (0.65%) Groovy
12 1 (0.65%) Java 9
12 1 (0.65%) Kotlin
12 1 (0.65%) Ruby
Qualifications
1 81 (52.60%) PhD
2 7 (4.55%) Degree
3 1 (0.65%) Computer Science Degree
3 1 (0.65%) Master's Degree
3 1 (0.65%) Numerate Degree
3 1 (0.65%) PMI Certification
Systems Management
1 3 (1.95%) Kubernetes
1 3 (1.95%) Terraform
2 2 (1.30%) Packer
3 1 (0.65%) Ansible
3 1 (0.65%) Opscode Chef
3 1 (0.65%) Puppet
Vendors
1 14 (9.09%) Google
2 8 (5.19%) Oracle
3 5 (3.25%) Cognos
3 5 (3.25%) Tableau
4 3 (1.95%) Microsoft
5 2 (1.30%) Capita
6 1 (0.65%) NVIDIA