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

Algorithms
Oxfordshire > Oxford
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 49 44 20
Rank change year-on-year -5 -24 +65
Permanent jobs citing Algorithms 109 79 162
As % of all permanent IT jobs advertised in Oxford 6.26% 5.48% 11.14%
As % of the Miscellaneous category 13.66% 13.17% 22.82%
Number of salaries quoted 107 82 189
Oxford median annual salary £52,500 £49,500 £50,000
Median salary % change year-on-year +6.06% -1.00% +42.86%
10th Percentile £41,500 £33,750 £36,000
90th Percentile £67,500 £67,500 £68,000
Oxfordshire median annual salary £52,500 £49,500 £55,000
% change year-on-year +6.06% -10.00% +57.14%

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 798 600 710
As % of all permanent IT jobs advertised in Oxford 45.86% 41.61% 48.83%
Number of salaries quoted 752 495 614
Oxford median annual salary £50,000 £42,500 £49,500
Median salary % change year-on-year +17.65% -14.14% +10.00%
10th Percentile £31,250 £27,500 £28,750
90th Percentile £72,500 £67,500 £67,500
Oxfordshire median annual salary £50,000 £42,500 £47,500
% change year-on-year +17.65% -10.53% +11.76%

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 18 July 2018.

Salary histogram for Algorithms in Oxford

For the 6 months to 18 July 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 83 (76.15%) C++
2 76 (69.72%) Machine Learning
3 75 (68.81%) Python
4 70 (64.22%) PhD
5 59 (54.13%) Deep Learning
6 55 (50.46%) Computer Vision
7 51 (46.79%) Java
7 51 (46.79%) Artificial Intelligence
8 50 (45.87%) C#
9 40 (36.70%) C
10 37 (33.94%) TensorFlow
11 36 (33.03%) Software Engineering
11 36 (33.03%) Mathematics
12 35 (32.11%) Natural Language Processing
13 34 (31.19%) Data Science
14 33 (30.28%) Data Analysis
14 33 (30.28%) MATLAB
15 31 (28.44%) Git (software)
16 30 (27.52%) Multithreading
17 29 (26.61%) Probabilistic Modelling
17 29 (26.61%) Bayesian Methods
18 28 (25.69%) Distributed Algorithms
19 27 (24.77%) Computational Linguistics
19 27 (24.77%) Computational Biology
19 27 (24.77%) Reinforcement Learning
19 27 (24.77%) Biology
20 26 (23.85%) R
21 24 (22.02%) Big Data
22 23 (21.10%) Analytics
22 23 (21.10%) Image Processing

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 6 (5.50%) Apache Spark
2 4 (3.67%) Apache
3 2 (1.83%) Apache Airflow
4 1 (0.92%) Jetty
4 1 (0.92%) Tomcat
Applications
1 18 (16.51%) GNU Octave
2 3 (2.75%) Microsoft Excel
Cloud Services
1 10 (9.17%) GitHub
1 10 (9.17%) Heroku
2 1 (0.92%) Amazon AWS
2 1 (0.92%) Cloud Computing
2 1 (0.92%) Google Cloud Platform
Communications & Networking
1 2 (1.83%) Internet
Database & Business Intelligence
1 24 (22.02%) Big Data
2 12 (11.01%) PostgreSQL
3 10 (9.17%) Redis
4 3 (2.75%) Apache Cassandra
4 3 (2.75%) Hadoop
5 2 (1.83%) BigQuery
5 2 (1.83%) Data Warehouse
5 2 (1.83%) GIS
5 2 (1.83%) MongoDB
6 1 (0.92%) Amazon DynamoDB
6 1 (0.92%) CockroachDB
6 1 (0.92%) Data Mining
6 1 (0.92%) MySQL
6 1 (0.92%) Relational Database
Development Applications
1 31 (28.44%) Git (software)
2 20 (18.35%) Subversion
3 2 (1.83%) Jenkins
3 2 (1.83%) JUnit
3 2 (1.83%) Maven
3 2 (1.83%) Mockito
3 2 (1.83%) Visual Studio
4 1 (0.92%) Eclipse
4 1 (0.92%) GDB
4 1 (0.92%) Gradle
4 1 (0.92%) Travis CI
4 1 (0.92%) Valgrind
General
1 6 (5.50%) Aerospace
1 6 (5.50%) Automotive
1 6 (5.50%) Finance
2 3 (2.75%) Military
Job Titles
1 48 (44.04%) Developer
2 27 (24.77%) Software Engineer
3 25 (22.94%) Software Developer
4 23 (21.10%) Python Developer
5 21 (19.27%) Data Scientist
6 20 (18.35%) Computer Engineer
6 20 (18.35%) Computer Vision Engineer
6 20 (18.35%) Developer/Software Engineer
7 13 (11.93%) Django Developer
7 13 (11.93%) Python Engineer
7 13 (11.93%) Python/Django Developer
8 10 (9.17%) C++ Developer
8 10 (9.17%) Machine Learning Engineer
9 9 (8.26%) C++ Software Engineer
9 9 (8.26%) Research Scientist
10 8 (7.34%) C++ Software Developer
10 8 (7.34%) Java Developer
11 7 (6.42%) Computer Vision Developer
11 7 (6.42%) Java Engineer
11 7 (6.42%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 37 (33.94%) TensorFlow
2 35 (32.11%) Natural Language Processing
3 13 (11.93%) Django
4 12 (11.01%) React
5 10 (9.17%) Celery
5 10 (9.17%) GraphQL
5 10 (9.17%) Memcached
5 10 (9.17%) RabbitMQ
6 4 (3.67%) OpenCV
7 3 (2.75%) Kafka
7 3 (2.75%) RESTful
7 3 (2.75%) STL
7 3 (2.75%) XML
8 2 (1.83%) .NET
8 2 (1.83%) JSON
8 2 (1.83%) MFC
8 2 (1.83%) Qt
9 1 (0.92%) CSS
9 1 (0.92%) Node.js
9 1 (0.92%) REST
Miscellaneous
1 10 (9.17%) Mobile App
1 10 (9.17%) Social Network
2 7 (6.42%) Computer Science
3 6 (5.50%) Robotics
4 3 (2.75%) CUDA
5 2 (1.83%) Analytical Skills
5 2 (1.83%) Client/Server
5 2 (1.83%) Data Structures
6 1 (0.92%) Arduino
6 1 (0.92%) Hedge funds
6 1 (0.92%) NHS
6 1 (0.92%) Raspberry Pi
6 1 (0.92%) Self-Motivation
6 1 (0.92%) Smart Meter
Operating Systems
1 6 (5.50%) Linux
2 4 (3.67%) Robot Operating System
3 3 (2.75%) Windows
Processes & Methodologies
1 76 (69.72%) Machine Learning
2 59 (54.13%) Deep Learning
3 55 (50.46%) Computer Vision
4 51 (46.79%) Artificial Intelligence
5 36 (33.03%) Mathematics
5 36 (33.03%) Software Engineering
6 34 (31.19%) Data Science
7 33 (30.28%) Data Analysis
8 30 (27.52%) Multithreading
9 29 (26.61%) Bayesian Methods
9 29 (26.61%) Probabilistic Modelling
10 28 (25.69%) Distributed Algorithms
11 27 (24.77%) Biology
11 27 (24.77%) Computational Biology
11 27 (24.77%) Computational Linguistics
11 27 (24.77%) Reinforcement Learning
12 23 (21.10%) Analytics
12 23 (21.10%) Image Processing
13 21 (19.27%) Neural Network
13 21 (19.27%) Physics
Programming Languages
1 83 (76.15%) C++
2 75 (68.81%) Python
3 51 (46.79%) Java
4 50 (45.87%) C#
5 40 (36.70%) C
6 33 (30.28%) MATLAB
7 26 (23.85%) R
8 5 (4.59%) SQL
9 2 (1.83%) JavaScript
10 1 (0.92%) Groovy
10 1 (0.92%) Java 9
10 1 (0.92%) Julia
10 1 (0.92%) Kotlin
10 1 (0.92%) Ruby
Qualifications
1 70 (64.22%) PhD
2 4 (3.67%) Degree
3 1 (0.92%) Numerate Degree
Systems Management
1 3 (2.75%) Kubernetes
2 1 (0.92%) Ansible
2 1 (0.92%) Apache Shiro
2 1 (0.92%) Opscode Chef
2 1 (0.92%) Puppet
2 1 (0.92%) Terraform
Vendors
1 14 (12.84%) Google
2 3 (2.75%) Capita
2 3 (2.75%) Microsoft
3 1 (0.92%) NVIDIA
3 1 (0.92%) Oracle