Period
to 22 January 2019

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 January 2019 with a comparison to the same period over the previous 2 years.

Algorithms
South East > Oxfordshire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 26 51 94
Rank change year-on-year +25 +43 -8
Permanent jobs citing Algorithms 208 156 68
As % of all permanent IT jobs advertised in Oxfordshire 8.93% 5.09% 2.59%
As % of the Miscellaneous category 22.22% 14.21% 6.46%
Number of salaries quoted 162 135 68
Oxfordshire median annual salary £50,000 £55,000 £55,000
Median salary % change year-on-year -9.09% - +10.00%
10th Percentile £31,875 £40,500 £37,500
90th Percentile £68,750 £77,000 £73,125
South East median annual salary £50,000 £50,000 £50,000

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 936 1,098 1,052
As % of all permanent IT jobs advertised in Oxfordshire 40.19% 35.84% 40.02%
Number of salaries quoted 724 836 811
Oxfordshire median annual salary £50,000 £50,000 £45,500
Median salary % change year-on-year - +9.89% +1.11%
10th Percentile £27,500 £27,000 £27,500
90th Percentile £77,500 £72,500 £68,750
South East median annual salary £48,750 £45,000 £45,000
% change year-on-year +8.33% - -

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 January 2019.

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 January 2019. 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 +11 161 £52,500 -4.55% 19
Abingdon +44 39 £40,000 +48.15% 3
Algorithms
South East

For the 6 months to 22 January 2019, 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.

1 152 (73.08%) C++
2 126 (60.58%) Mathematics
3 123 (59.13%) Data Science
4 118 (56.73%) PhD
5 112 (53.85%) Machine Learning
6 103 (49.52%) Python
7 97 (46.63%) Data Analysis
8 96 (46.15%) Java
9 88 (42.31%) R
9 88 (42.31%) Analytics
10 87 (41.83%) Artificial Intelligence
11 84 (40.38%) C#
12 77 (37.02%) Software Engineering
13 76 (36.54%) Git (software)
14 73 (35.10%) Computer Vision
15 69 (33.17%) Deep Learning
16 62 (29.81%) MATLAB
17 59 (28.37%) Computer Science
18 54 (25.96%) Pharmaceutical
19 49 (23.56%) Agile Software Development
20 45 (21.63%) C
21 44 (21.15%) Neural Network
21 44 (21.15%) Image Processing
22 42 (20.19%) Big Data
23 39 (18.75%) Problem-Solving
23 39 (18.75%) Subversion
24 38 (18.27%) Test Automation
25 37 (17.79%) JavaScript
26 34 (16.35%) Visualisation
27 33 (15.87%) Degree

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:

Applications
1 28 (13.46%) GNU Octave
2 2 (0.96%) Microsoft Excel
Cloud Services
1 23 (11.06%) Google Analytics
2 10 (4.81%) Amazon AWS
3 4 (1.92%) Amazon EC2
3 4 (1.92%) Amazon EMR
3 4 (1.92%) Amazon S3
4 1 (0.48%) Cloud Computing
4 1 (0.48%) SaaS
Communications & Networking
1 1 (0.48%) HTTP
Database & Business Intelligence
1 42 (20.19%) Big Data
2 24 (11.54%) Hadoop
3 23 (11.06%) Apache Hive
4 22 (10.58%) Data Mining
4 22 (10.58%) Spotfire
5 9 (4.33%) PostgreSQL
6 5 (2.40%) Amazon DynamoDB
6 5 (2.40%) GIS
6 5 (2.40%) MongoDB
7 4 (1.92%) Amazon Redshift
7 4 (1.92%) Power BI
7 4 (1.92%) SQL Server
Development Applications
1 76 (36.54%) Git (software)
2 39 (18.75%) Subversion
3 5 (2.40%) Jenkins
3 5 (2.40%) Maven
4 3 (1.44%) CMake
5 1 (0.48%) Gatling
5 1 (0.48%) JMeter
5 1 (0.48%) LoadRunner
5 1 (0.48%) NUnit
5 1 (0.48%) Octopus Deploy
5 1 (0.48%) Rational DOORS
5 1 (0.48%) The Grinder
5 1 (0.48%) Visual Studio Team System
General
1 54 (25.96%) Pharmaceutical
2 16 (7.69%) Finance
3 5 (2.40%) Manufacturing
4 3 (1.44%) Automotive
5 2 (0.96%) Publishing
6 1 (0.48%) Aerospace
6 1 (0.48%) Electronics
6 1 (0.48%) Games
6 1 (0.48%) Retail
Job Titles
1 65 (31.25%) Developer
2 51 (24.52%) Software Engineer
3 47 (22.60%) Software Developer
4 44 (21.15%) Data Scientist
5 35 (16.83%) Computer Engineer
5 35 (16.83%) Computer Vision Engineer
6 31 (14.90%) C++ Software Engineer
7 26 (12.50%) C++ Developer
8 24 (11.54%) Developer/Software Engineer
9 21 (10.10%) C++ Software Developer
10 16 (7.69%) Graduate
11 15 (7.21%) Software Test Engineer
11 15 (7.21%) Test Engineer
12 14 (6.73%) Graduate Test Engineer
12 14 (6.73%) Machine Learning Engineer
12 14 (6.73%) Scientific Software Developer
13 13 (6.25%) JavaScript Developer
14 11 (5.29%) Research Engineer
15 10 (4.81%) Python Developer
15 10 (4.81%) Support Analyst
Libraries, Frameworks & Software Standards
1 26 (12.50%) Natural Language Processing
2 25 (12.02%) TensorFlow
3 19 (9.13%) AngularJS
4 14 (6.73%) .NET
4 14 (6.73%) React
5 7 (3.37%) Boost C++ Libraries
5 7 (3.37%) STL
6 6 (2.88%) HTML
6 6 (2.88%) OpenCV
6 6 (2.88%) RESTful
6 6 (2.88%) Web Services
7 5 (2.40%) CSS
7 5 (2.40%) Elastic Stack
7 5 (2.40%) JSON
7 5 (2.40%) Spring
7 5 (2.40%) Spring Boot
7 5 (2.40%) Spring Cloud
8 1 (0.48%) Caffe
8 1 (0.48%) Keras
8 1 (0.48%) OpenCL
Miscellaneous
1 22 (10.58%) Analytical Skills
2 21 (10.10%) Data Structures
3 12 (5.77%) Management Information System
3 12 (5.77%) Robotics
4 5 (2.40%) Life Science
5 4 (1.92%) Self-Motivation
6 3 (1.44%) Greenfield Project
7 1 (0.48%) Client/Server
7 1 (0.48%) CUDA
7 1 (0.48%) Embedded Systems
7 1 (0.48%) Field-Programmable Gate Array
7 1 (0.48%) GPGPU
7 1 (0.48%) User Experience
Operating Systems
1 13 (6.25%) Linux
2 3 (1.44%) Robot Operating System
3 2 (0.96%) CentOS
4 1 (0.48%) Mac OS
4 1 (0.48%) Ubuntu
4 1 (0.48%) Windows
4 1 (0.48%) Windows 10
4 1 (0.48%) Windows Server
Processes & Methodologies
1 126 (60.58%) Mathematics
2 123 (59.13%) Data Science
3 112 (53.85%) Machine Learning
4 97 (46.63%) Data Analysis
5 88 (42.31%) Analytics
6 87 (41.83%) Artificial Intelligence
7 77 (37.02%) Software Engineering
8 73 (35.10%) Computer Vision
9 69 (33.17%) Deep Learning
10 59 (28.37%) Computer Science
11 49 (23.56%) Agile Software Development
12 44 (21.15%) Image Processing
12 44 (21.15%) Neural Network
13 39 (18.75%) Problem-Solving
14 38 (18.27%) Test Automation
15 34 (16.35%) Visualisation
16 30 (14.42%) Data Analytics
17 29 (13.94%) Physics
18 28 (13.46%) Mathematical Modelling
19 27 (12.98%) Multithreading
Programming Languages
1 152 (73.08%) C++
2 103 (49.52%) Python
3 96 (46.15%) Java
4 88 (42.31%) R
5 84 (40.38%) C#
6 62 (29.81%) MATLAB
7 45 (21.63%) C
8 37 (17.79%) JavaScript
9 27 (12.98%) SQL
10 23 (11.06%) Delphi
11 5 (2.40%) Java 8
12 1 (0.48%) Julia
12 1 (0.48%) Perl
12 1 (0.48%) PowerShell
12 1 (0.48%) Ruby
Qualifications
1 118 (56.73%) PhD
2 33 (15.87%) Degree
3 24 (11.54%) MPhil
4 14 (6.73%) ISTQB
5 11 (5.29%) Computer Science Degree
6 10 (4.81%) Master's Degree
System Software
1 2 (0.96%) Docker
2 1 (0.48%) Active Directory
2 1 (0.48%) VMware Infrastructure
Systems Management
1 6 (2.88%) Terraform
2 5 (2.40%) Packer
3 1 (0.48%) Opscode Chef
Vendors
1 28 (13.46%) Google
2 27 (12.98%) Tableau
3 4 (1.92%) Cognos
4 2 (0.96%) Microsoft
5 1 (0.48%) Atlassian
5 1 (0.48%) GUPTA
5 1 (0.48%) Synology
5 1 (0.48%) VMware