Period
to 26 September 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 26 September 2018 with a comparison to the same period over the previous 2 years.

Algorithms
Oxfordshire > Oxford
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 39 42 26
Rank change year-on-year +3 -16 +71
Permanent jobs citing Algorithms 123 89 131
As % of all permanent IT jobs advertised in Oxford 7.67% 5.97% 9.08%
As % of the Miscellaneous category 16.14% 14.83% 19.55%
Number of salaries quoted 120 82 151
Oxford median annual salary £52,500 £49,500 £55,000
Median salary % change year-on-year +6.06% -10.00% +57.14%
10th Percentile £42,500 £35,000 £32,500
90th Percentile £67,500 £75,875 £68,000
Oxfordshire median annual salary £52,500 £49,500 £55,000
% change year-on-year +6.06% -10.00% +47.06%

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 Oxford with a requirement for generic IT skills.

All Generic IT Skills
Oxford
Permanent vacancies with a requirement for generic IT skills 762 600 670
As % of all permanent IT jobs advertised in Oxford 47.51% 40.21% 46.46%
Number of salaries quoted 690 481 568
Oxford median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +17.65%
10th Percentile £32,500 £27,500 £28,750
90th Percentile £72,500 £72,500 £68,000
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +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 26 September 2018.

Salary histogram for Algorithms in Oxford

For the 6 months to 26 September 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.

1 104 (84.55%) C++
2 102 (82.93%) Machine Learning
3 86 (69.92%) PhD
4 82 (66.67%) Python
5 79 (64.23%) Deep Learning
6 78 (63.41%) Computer Vision
7 73 (59.35%) Artificial Intelligence
8 69 (56.10%) C#
9 65 (52.85%) Java
10 51 (41.46%) Software Engineering
11 50 (40.65%) Data Science
12 49 (39.84%) C
13 48 (39.02%) Natural Language Processing
14 47 (38.21%) TensorFlow
14 47 (38.21%) Mathematics
15 43 (34.96%) Multithreading
16 42 (34.15%) Git (software)
17 41 (33.33%) Bayesian Methods
17 41 (33.33%) Probabilistic Modelling
18 40 (32.52%) Reinforcement Learning
18 40 (32.52%) Computational Linguistics
18 40 (32.52%) Computational Biology
18 40 (32.52%) MPhil
18 40 (32.52%) R
18 40 (32.52%) Distributed Algorithms
18 40 (32.52%) Biology
19 39 (31.71%) Data Analysis
20 35 (28.46%) MATLAB
21 34 (27.64%) Image Processing
22 31 (25.20%) Big Data

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 4 (3.25%) Apache Spark
2 1 (0.81%) Apache
2 1 (0.81%) Jetty
2 1 (0.81%) Tomcat
Applications
1 26 (21.14%) GNU Octave
2 4 (3.25%) Microsoft Excel
Cloud Services
1 5 (4.07%) GitHub
1 5 (4.07%) Google Analytics
1 5 (4.07%) Heroku
2 2 (1.63%) Amazon AWS
3 1 (0.81%) Amazon EC2
3 1 (0.81%) Amazon EMR
3 1 (0.81%) Amazon S3
3 1 (0.81%) Cloud Computing
3 1 (0.81%) Google Cloud Platform
Communications & Networking
1 2 (1.63%) Internet
Database & Business Intelligence
1 31 (25.20%) Big Data
2 8 (6.50%) Hadoop
3 7 (5.69%) Data Mining
4 6 (4.88%) PostgreSQL
5 5 (4.07%) Apache Hive
5 5 (4.07%) Redis
5 5 (4.07%) Spotfire
6 3 (2.44%) Apache Cassandra
7 1 (0.81%) Amazon DynamoDB
7 1 (0.81%) Amazon Redshift
7 1 (0.81%) CockroachDB
7 1 (0.81%) MongoDB
7 1 (0.81%) MySQL
7 1 (0.81%) Power BI
7 1 (0.81%) SQL Server
Development Applications
1 42 (34.15%) Git (software)
2 28 (22.76%) Subversion
3 3 (2.44%) CMake
4 2 (1.63%) JUnit
5 1 (0.81%) GDB
5 1 (0.81%) Gradle
5 1 (0.81%) Jenkins
5 1 (0.81%) Maven
5 1 (0.81%) Mockito
5 1 (0.81%) Travis CI
5 1 (0.81%) Valgrind
General
1 9 (7.32%) Automotive
2 6 (4.88%) Aerospace
3 3 (2.44%) Finance
4 1 (0.81%) Games
Job Titles
1 51 (41.46%) Developer
2 38 (30.89%) Software Engineer
3 30 (24.39%) Software Developer
4 29 (23.58%) Computer Engineer
4 29 (23.58%) Computer Vision Engineer
4 29 (23.58%) Data Scientist
4 29 (23.58%) Developer/Software Engineer
5 20 (16.26%) C++ Developer
6 19 (15.45%) Python Developer
7 17 (13.82%) C++ Software Developer
8 16 (13.01%) C++ Software Engineer
9 15 (12.20%) Python Engineer
10 12 (9.76%) Computer Vision Developer
11 11 (8.94%) Machine Learning Engineer
12 8 (6.50%) Python Software Engineer
13 7 (5.69%) Django Developer
13 7 (5.69%) Java Developer
13 7 (5.69%) Java Engineer
13 7 (5.69%) Python/Django Developer
14 6 (4.88%) Research Scientist
Libraries, Frameworks & Software Standards
1 48 (39.02%) Natural Language Processing
2 47 (38.21%) TensorFlow
3 7 (5.69%) Boost C++ Libraries
3 7 (5.69%) Django
3 7 (5.69%) STL
4 6 (4.88%) OpenCV
4 6 (4.88%) React
5 5 (4.07%) Celery
5 5 (4.07%) GraphQL
5 5 (4.07%) Memcached
5 5 (4.07%) RabbitMQ
6 3 (2.44%) Kafka
7 2 (1.63%) OpenCL
7 2 (1.63%) RESTful
8 1 (0.81%) CSS
8 1 (0.81%) Java EE
8 1 (0.81%) JSF
8 1 (0.81%) JSON
8 1 (0.81%) Qt
8 1 (0.81%) Web Services
Miscellaneous
1 10 (8.13%) Computer Science
2 8 (6.50%) Robotics
3 5 (4.07%) Mobile App
3 5 (4.07%) Social Network
4 2 (1.63%) Analytical Skills
4 2 (1.63%) CUDA
4 2 (1.63%) Data Structures
5 1 (0.81%) Embedded Systems
5 1 (0.81%) GPGPU
5 1 (0.81%) Hedge funds
5 1 (0.81%) NHS
5 1 (0.81%) Self-Motivation
5 1 (0.81%) Smart Meter
5 1 (0.81%) User Experience
Operating Systems
1 9 (7.32%) Linux
2 1 (0.81%) Mac OS
2 1 (0.81%) Windows
Processes & Methodologies
1 102 (82.93%) Machine Learning
2 79 (64.23%) Deep Learning
3 78 (63.41%) Computer Vision
4 73 (59.35%) Artificial Intelligence
5 51 (41.46%) Software Engineering
6 50 (40.65%) Data Science
7 47 (38.21%) Mathematics
8 43 (34.96%) Multithreading
9 41 (33.33%) Bayesian Methods
9 41 (33.33%) Probabilistic Modelling
10 40 (32.52%) Biology
10 40 (32.52%) Computational Biology
10 40 (32.52%) Computational Linguistics
10 40 (32.52%) Distributed Algorithms
10 40 (32.52%) Reinforcement Learning
11 39 (31.71%) Data Analysis
12 34 (27.64%) Image Processing
13 30 (24.39%) Neural Network
14 29 (23.58%) Physics
15 25 (20.33%) Mathematical Modelling
Programming Languages
1 104 (84.55%) C++
2 82 (66.67%) Python
3 69 (56.10%) C#
4 65 (52.85%) Java
5 49 (39.84%) C
6 40 (32.52%) R
7 35 (28.46%) MATLAB
8 8 (6.50%) SQL
9 5 (4.07%) Delphi
10 1 (0.81%) Groovy
10 1 (0.81%) Java 9
10 1 (0.81%) JavaScript
10 1 (0.81%) Kotlin
10 1 (0.81%) Ruby
Qualifications
1 86 (69.92%) PhD
2 40 (32.52%) MPhil
3 4 (3.25%) Degree
4 1 (0.81%) Master's Degree
4 1 (0.81%) Numerate Degree
Systems Management
1 1 (0.81%) Ansible
1 1 (0.81%) Kubernetes
1 1 (0.81%) Opscode Chef
1 1 (0.81%) Puppet
1 1 (0.81%) Terraform
Vendors
1 16 (13.01%) Google
2 6 (4.88%) Tableau
3 4 (3.25%) Microsoft
4 1 (0.81%) Cognos
4 1 (0.81%) Oracle