Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Oxfordshire
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 22 40 74
Rank change year-on-year +18 +34 +49
Permanent jobs citing Machine Learning 224 193 92
As % of all permanent IT jobs advertised in Oxfordshire 9.62% 6.30% 3.50%
As % of the Processes & Methodologies category 10.45% 6.95% 3.86%
Number of salaries quoted 193 170 89
Oxfordshire median annual salary £55,000 £61,500 £50,000
Median salary % change year-on-year -10.57% +23.00% -9.09%
10th Percentile £42,500 £41,250 £38,500
90th Percentile £77,500 £80,025 £66,500
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -9.09%

Machine Learning is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,143 2,777 2,386
As % of all permanent IT jobs advertised in Oxfordshire 92.01% 90.63% 90.76%
Number of salaries quoted 1,798 2,269 1,865
Oxfordshire median annual salary £50,000 £47,500 £44,500
Median salary % change year-on-year +5.26% +6.74% -1.11%
10th Percentile £31,000 £29,000 £27,500
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% - -

Machine Learning
Job Vacancy Trend in Oxfordshire

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Machine Learning in Oxfordshire

Machine Learning
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Oxfordshire.

Salary trend for Machine Learning in Oxfordshire

Machine Learning
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Machine Learning in Oxfordshire over the 6 months to 22 January 2019.

Salary histogram for Machine Learning in Oxfordshire

Machine Learning
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning 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 +14 194 £55,000 -21.43% 28
Abingdon +28 14 - - 1
Thame - 2 £57,500 -
Machine Learning
South East

For the 6 months to 22 January 2019, IT jobs citing Machine Learning 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 Machine Learning.

1 157 (70.09%) C++
2 151 (67.41%) Python
3 132 (58.93%) Computer Vision
4 129 (57.59%) Artificial Intelligence
5 120 (53.57%) Data Science
6 112 (50.00%) Algorithms
7 104 (46.43%) Neural Network
8 99 (44.20%) PhD
8 99 (44.20%) Java
9 93 (41.52%) Deep Learning
10 87 (38.84%) Mathematics
11 81 (36.16%) R
12 75 (33.48%) C#
13 71 (31.70%) Git (software)
14 69 (30.80%) Software Engineering
15 57 (25.45%) Agile Software Development
16 56 (25.00%) Big Data
17 53 (23.66%) Robotics
18 50 (22.32%) Data Analysis
19 48 (21.43%) MATLAB
19 48 (21.43%) Linux
20 45 (20.09%) Computer Science
20 45 (20.09%) Analytics
20 45 (20.09%) Image Processing
21 44 (19.64%) Natural Language Processing
21 44 (19.64%) Subversion
22 40 (17.86%) Physics
22 40 (17.86%) Visualisation
23 39 (17.41%) Bayesian Methods
24 37 (16.52%) Reinforcement Learning

Machine Learning
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 (3.13%) Apache
2 6 (2.68%) Apache Spark
3 2 (0.89%) Elasticsearch
Applications
1 28 (12.50%) GNU Octave
2 2 (0.89%) Microsoft Excel
Cloud Services
1 23 (10.27%) Google Analytics
2 16 (7.14%) Amazon AWS
3 7 (3.13%) Microsoft Azure
4 4 (1.79%) Amazon EC2
4 4 (1.79%) Amazon EMR
4 4 (1.79%) Amazon S3
4 4 (1.79%) Google Cloud Platform
5 2 (0.89%) SaaS
6 1 (0.45%) Cloud Computing
Communications & Networking
1 1 (0.45%) DNS
1 1 (0.45%) Firewall
1 1 (0.45%) FTP
1 1 (0.45%) HTTP
1 1 (0.45%) IPsec
1 1 (0.45%) SMTP
1 1 (0.45%) VLAN
Database & Business Intelligence
1 56 (25.00%) Big Data
2 31 (13.84%) Hadoop
3 25 (11.16%) Apache Hive
4 23 (10.27%) Data Mining
5 22 (9.82%) Spotfire
6 10 (4.46%) SQL Server
7 8 (3.57%) NoSQL
8 4 (1.79%) Amazon Redshift
8 4 (1.79%) PostgreSQL
8 4 (1.79%) Power BI
8 4 (1.79%) Redis
9 2 (0.89%) Data Warehouse
9 2 (0.89%) InfluxDB
9 2 (0.89%) Looker
9 2 (0.89%) MongoDB
9 2 (0.89%) MySQL
9 2 (0.89%) Text Mining
Development Applications
1 71 (31.70%) Git (software)
2 44 (19.64%) Subversion
3 4 (1.79%) IntelliJ
4 2 (0.89%) CMake
4 2 (0.89%) Visual Studio
General
1 9 (4.02%) Publishing
2 8 (3.57%) Finance
3 6 (2.68%) Games
3 6 (2.68%) Pharmaceutical
4 5 (2.23%) Manufacturing
5 3 (1.34%) Automotive
6 1 (0.45%) Marketing
Job Titles
1 69 (30.80%) Developer
2 58 (25.89%) Computer Engineer
2 58 (25.89%) Computer Vision Engineer
3 52 (23.21%) Data Scientist
4 28 (12.50%) Software Engineer
5 27 (12.05%) Software Developer
6 25 (11.16%) Machine Learning Engineer
7 21 (9.38%) C++ Software Engineer
8 20 (8.93%) Java Developer
9 19 (8.48%) Developer/Software Engineer
10 18 (8.04%) C++ Developer
11 16 (7.14%) C++ Software Developer
12 15 (6.70%) Python Engineer
13 11 (4.91%) Graduate
14 8 (3.57%) Python Developer
14 8 (3.57%) Research Engineer
15 6 (2.68%) Computer Vision Developer
16 5 (2.23%) Architect
16 5 (2.23%) Lead Developer
16 5 (2.23%) Technologist
Libraries, Frameworks & Software Standards
1 44 (19.64%) Natural Language Processing
2 35 (15.63%) Boost C++ Libraries
2 35 (15.63%) OpenCV
3 34 (15.18%) STL
4 30 (13.39%) TensorFlow
5 13 (5.80%) Spring
6 7 (3.13%) Hibernate
7 5 (2.23%) Keras
7 5 (2.23%) UIMA
8 4 (1.79%) .NET
8 4 (1.79%) EJB
8 4 (1.79%) J2EE
8 4 (1.79%) JDBC
8 4 (1.79%) JMS
8 4 (1.79%) JMX
8 4 (1.79%) JNDI
8 4 (1.79%) JSP
8 4 (1.79%) JTA
8 4 (1.79%) Servlets
8 4 (1.79%) Struts
Miscellaneous
1 112 (50.00%) Algorithms
2 53 (23.66%) Robotics
3 9 (4.02%) Analytical Skills
4 8 (3.57%) Fintech
5 7 (3.13%) Life Science
6 5 (2.23%) Greenfield Project
7 1 (0.45%) CUDA
7 1 (0.45%) Embedded Systems
7 1 (0.45%) GPGPU
7 1 (0.45%) Public Cloud
7 1 (0.45%) User Experience
Operating Systems
1 48 (21.43%) Linux
2 5 (2.23%) Robot Operating System
3 2 (0.89%) Unix
4 1 (0.45%) Mac OS
4 1 (0.45%) Windows
Processes & Methodologies
1 132 (58.93%) Computer Vision
2 129 (57.59%) Artificial Intelligence
3 120 (53.57%) Data Science
4 104 (46.43%) Neural Network
5 93 (41.52%) Deep Learning
6 87 (38.84%) Mathematics
7 69 (30.80%) Software Engineering
8 57 (25.45%) Agile Software Development
9 50 (22.32%) Data Analysis
10 45 (20.09%) Analytics
10 45 (20.09%) Computer Science
10 45 (20.09%) Image Processing
11 40 (17.86%) Physics
11 40 (17.86%) Visualisation
12 39 (17.41%) Bayesian Methods
13 37 (16.52%) Reinforcement Learning
14 33 (14.73%) Computational Linguistics
15 29 (12.95%) Mathematical Modelling
16 27 (12.05%) Data Visualisation
17 26 (11.61%) Multithreading
Programming Languages
1 157 (70.09%) C++
2 151 (67.41%) Python
3 99 (44.20%) Java
4 81 (36.16%) R
5 75 (33.48%) C#
6 48 (21.43%) MATLAB
7 33 (14.73%) SQL
8 30 (13.39%) C
9 23 (10.27%) Delphi
10 20 (8.93%) Java 8
11 9 (4.02%) JavaScript
12 2 (0.89%) Scala
13 1 (0.45%) Julia
13 1 (0.45%) PowerShell
13 1 (0.45%) VBScript
Qualifications
1 99 (44.20%) PhD
2 24 (10.71%) MPhil
3 23 (10.27%) Degree
4 11 (4.91%) Master's Degree
5 8 (3.57%) Computer Science Degree
6 1 (0.45%) Numerate Degree
System Software
1 5 (2.23%) Docker
Systems Management
1 1 (0.45%) Kubernetes
Vendors
1 29 (12.95%) Tableau
2 27 (12.05%) Google
3 4 (1.79%) Cognos
4 3 (1.34%) Microsoft
5 2 (0.89%) RapidMiner
6 1 (0.45%) CheckPoint
6 1 (0.45%) Cisco
6 1 (0.45%) Citrix
6 1 (0.45%) Sophos