Period
to 21 November 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 21 November 2018 with a comparison to the same period over the previous 2 years.

Algorithms
South East > Oxfordshire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 38 48 76
Rank change year-on-year +10 +28 +38
Permanent jobs citing Algorithms 192 160 113
As % of all permanent IT jobs advertised in Oxfordshire 7.29% 5.27% 3.86%
As % of the Miscellaneous category 15.48% 12.17% 8.74%
Number of salaries quoted 171 137 120
Oxfordshire median annual salary £52,500 £50,000 £57,500
Median salary % change year-on-year +5.00% -13.04% +15.00%
10th Percentile £40,000 £41,250 £32,500
90th Percentile £68,750 £76,750 £68,000
South East median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +11.11%

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 1,240 1,315 1,293
As % of all permanent IT jobs advertised in Oxfordshire 47.11% 43.34% 44.11%
Number of salaries quoted 1,050 1,053 1,002
Oxfordshire median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +11.76%
10th Percentile £29,500 £27,000 £26,525
90th Percentile £77,500 £72,500 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 21 November 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 21 November 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 +3 144 £52,500 +5.00% 18
Abingdon +35 31 £40,000 -11.11% 3
Banbury - 1 £40,500 -
Algorithms
South East

For the 6 months to 21 November 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.

1 151 (78.65%) C++
2 131 (68.23%) Machine Learning
3 108 (56.25%) Python
4 104 (54.17%) PhD
5 94 (48.96%) Java
6 93 (48.44%) Mathematics
7 91 (47.40%) Artificial Intelligence
7 91 (47.40%) Data Science
8 85 (44.27%) Computer Vision
9 83 (43.23%) Deep Learning
10 81 (42.19%) Software Engineering
11 79 (41.15%) C#
12 78 (40.63%) R
13 71 (36.98%) Git (software)
14 62 (32.29%) Data Analysis
15 56 (29.17%) Analytics
16 50 (26.04%) Agile Software Development
17 48 (25.00%) MATLAB
18 45 (23.44%) Big Data
18 45 (23.44%) Image Processing
19 44 (22.92%) C
20 42 (21.88%) Neural Network
21 41 (21.35%) Natural Language Processing
22 40 (20.83%) Computer Science
23 39 (20.31%) Multithreading
23 39 (20.31%) TensorFlow
24 38 (19.79%) Bayesian Methods
24 38 (19.79%) Subversion
25 37 (19.27%) Probabilistic Modelling
25 37 (19.27%) Reinforcement Learning

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 7 (3.65%) Apache Spark
2 1 (0.52%) Apache
2 1 (0.52%) IIS
2 1 (0.52%) Jetty
2 1 (0.52%) Tomcat
Applications
1 31 (16.15%) GNU Octave
2 4 (2.08%) Microsoft Excel
Cloud Services
1 23 (11.98%) Google Analytics
2 14 (7.29%) Amazon AWS
3 6 (3.13%) Amazon EC2
3 6 (3.13%) Amazon EMR
3 6 (3.13%) Amazon S3
4 1 (0.52%) Cloud Computing
4 1 (0.52%) GitHub
4 1 (0.52%) Heroku
Communications & Networking
1 2 (1.04%) Internet
Database & Business Intelligence
1 45 (23.44%) Big Data
2 29 (15.10%) Hadoop
3 25 (13.02%) Apache Hive
4 23 (11.98%) Data Mining
5 22 (11.46%) Spotfire
6 11 (5.73%) MongoDB
6 11 (5.73%) PostgreSQL
7 8 (4.17%) Amazon DynamoDB
8 7 (3.65%) SQL Server
9 6 (3.13%) Amazon Redshift
9 6 (3.13%) Apache Cassandra
9 6 (3.13%) Power BI
10 4 (2.08%) GIS
11 3 (1.56%) NoSQL
11 3 (1.56%) RDBMS
11 3 (1.56%) Relational Database
12 1 (0.52%) Redis
Development Applications
1 71 (36.98%) Git (software)
2 38 (19.79%) Subversion
3 8 (4.17%) Jenkins
3 8 (4.17%) Maven
4 3 (1.56%) CMake
5 2 (1.04%) JUnit
6 1 (0.52%) GDB
6 1 (0.52%) Gradle
6 1 (0.52%) Mockito
6 1 (0.52%) Travis CI
6 1 (0.52%) Valgrind
6 1 (0.52%) Visual Studio
General
1 15 (7.81%) Finance
2 13 (6.77%) Pharmaceutical
3 7 (3.65%) Automotive
4 6 (3.13%) Manufacturing
5 4 (2.08%) Aerospace
5 4 (2.08%) Publishing
6 1 (0.52%) Games
Job Titles
1 66 (34.38%) Developer
2 59 (30.73%) Software Engineer
3 50 (26.04%) Data Scientist
4 43 (22.40%) Software Developer
5 36 (18.75%) Computer Engineer
5 36 (18.75%) Computer Vision Engineer
6 35 (18.23%) Developer/Software Engineer
7 33 (17.19%) C++ Software Engineer
8 29 (15.10%) C++ Developer
9 26 (13.54%) C++ Software Developer
10 15 (7.81%) Python Developer
11 12 (6.25%) Machine Learning Engineer
11 12 (6.25%) Python Engineer
12 10 (5.21%) Computer Vision Developer
13 8 (4.17%) Senior Developer
13 8 (4.17%) Senior Software Developer
13 8 (4.17%) Senior Software Engineer
14 7 (3.65%) Project Manager
14 7 (3.65%) Software Project Manager
14 7 (3.65%) Support Manager
Libraries, Frameworks & Software Standards
1 41 (21.35%) Natural Language Processing
2 39 (20.31%) TensorFlow
3 10 (5.21%) AngularJS
4 9 (4.69%) RESTful
5 8 (4.17%) Boost C++ Libraries
5 8 (4.17%) CSS
5 8 (4.17%) Elastic Stack
5 8 (4.17%) HTML
5 8 (4.17%) JSON
5 8 (4.17%) STL
5 8 (4.17%) Web Services
6 7 (3.65%) OpenCV
6 7 (3.65%) Spring
6 7 (3.65%) Spring Boot
6 7 (3.65%) Spring Cloud
7 6 (3.13%) Kafka
8 5 (2.60%) .NET
9 4 (2.08%) React
9 4 (2.08%) Torch
10 2 (1.04%) OpenCL
Miscellaneous
1 40 (20.83%) Computer Science
2 25 (13.02%) Data Structures
3 15 (7.81%) Analytical Skills
4 13 (6.77%) Robotics
5 6 (3.13%) Life Science
6 2 (1.04%) CUDA
6 2 (1.04%) Self-Motivation
6 2 (1.04%) User Experience
7 1 (0.52%) Embedded Systems
7 1 (0.52%) GPGPU
7 1 (0.52%) Hedge funds
7 1 (0.52%) Mobile App
7 1 (0.52%) NHS
7 1 (0.52%) Smart Meter
7 1 (0.52%) Social Network
Operating Systems
1 13 (6.77%) Linux
2 2 (1.04%) Robot Operating System
3 1 (0.52%) CentOS
3 1 (0.52%) Mac OS
Processes & Methodologies
1 131 (68.23%) Machine Learning
2 93 (48.44%) Mathematics
3 91 (47.40%) Artificial Intelligence
3 91 (47.40%) Data Science
4 85 (44.27%) Computer Vision
5 83 (43.23%) Deep Learning
6 81 (42.19%) Software Engineering
7 62 (32.29%) Data Analysis
8 56 (29.17%) Analytics
9 50 (26.04%) Agile Software Development
10 45 (23.44%) Image Processing
11 42 (21.88%) Neural Network
12 39 (20.31%) Multithreading
13 38 (19.79%) Bayesian Methods
14 37 (19.27%) Probabilistic Modelling
14 37 (19.27%) Reinforcement Learning
15 36 (18.75%) Biology
15 36 (18.75%) Computational Biology
15 36 (18.75%) Computational Linguistics
15 36 (18.75%) Distributed Algorithms
Programming Languages
1 151 (78.65%) C++
2 108 (56.25%) Python
3 94 (48.96%) Java
4 79 (41.15%) C#
5 78 (40.63%) R
6 48 (25.00%) MATLAB
7 44 (22.92%) C
8 34 (17.71%) SQL
9 23 (11.98%) Delphi
10 18 (9.38%) JavaScript
11 7 (3.65%) Java 8
12 4 (2.08%) Julia
13 3 (1.56%) PL/SQL
14 1 (0.52%) Groovy
14 1 (0.52%) Java 9
14 1 (0.52%) Ruby
Qualifications
1 104 (54.17%) PhD
2 36 (18.75%) MPhil
3 27 (14.06%) Degree
4 10 (5.21%) Master's Degree
5 6 (3.13%) Computer Science Degree
6 3 (1.56%) ISTQB
7 1 (0.52%) Numerate Degree
System Software
1 1 (0.52%) Docker
Systems Management
1 9 (4.69%) Terraform
2 7 (3.65%) Packer
3 2 (1.04%) Opscode Chef
4 1 (0.52%) Ansible
4 1 (0.52%) Puppet
Vendors
1 30 (15.63%) Google
2 29 (15.10%) Tableau
3 6 (3.13%) Cognos
4 5 (2.60%) Microsoft
5 4 (2.08%) Oracle