Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Deep Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deep Learning over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Oxfordshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 61 147 -
Rank change year-on-year +86 - +180
Permanent jobs citing Deep Learning 118 25 0
As % of all permanent IT jobs advertised in Oxfordshire 4.54% 0.84% -
As % of the Processes & Methodologies category 5.02% 0.93% -
Number of salaries quoted 115 24 0
Oxfordshire median annual salary £52,500 £70,000 -
Median salary % change year-on-year -25.00% - -
South East median annual salary £52,500 £70,000 £60,000
% change year-on-year -25.00% +16.67% +76.97%

Deep 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 2,349 2,692 2,707
As % of all permanent IT jobs advertised in Oxfordshire 90.38% 90.24% 90.35%
Number of salaries quoted 2,057 2,227 2,148
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +4.65%
10th Percentile £30,000 £28,500 £27,500
90th Percentile £75,000 £71,250 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Deep Learning
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Deep Learning in Oxfordshire

Deep Learning
Salary Trend in Oxfordshire

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

Salary trend for Deep Learning in Oxfordshire

Deep Learning
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Deep Learning in Oxfordshire over the 6 months to 15 November 2018.

Salary histogram for Deep Learning in Oxfordshire

Deep 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 Deep Learning within the Oxfordshire region over the 6 months to 15 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 +67 111 £52,500 -25.00% 6
Abingdon +15 1 - -
Deep Learning
South East

For the 6 months to 15 November 2018, IT jobs citing Deep 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 Deep Learning.

1 111 (94.07%) Machine Learning
2 104 (88.14%) PhD
3 102 (86.44%) Computer Vision
4 96 (81.36%) C++
5 88 (74.58%) Artificial Intelligence
6 87 (73.73%) Algorithms
7 77 (65.25%) C#
8 69 (58.47%) Python
9 57 (48.31%) Neural Network
9 57 (48.31%) Bayesian Methods
10 56 (47.46%) Mathematics
11 53 (44.92%) Java
12 51 (43.22%) Reinforcement Learning
13 50 (42.37%) Natural Language Processing
14 49 (41.53%) TensorFlow
15 44 (37.29%) Software Engineering
16 42 (35.59%) C
16 42 (35.59%) Image Processing
17 41 (34.75%) Computational Linguistics
17 41 (34.75%) Data Science
18 40 (33.90%) Probabilistic Modelling
18 40 (33.90%) MATLAB
18 40 (33.90%) Subversion
19 39 (33.05%) Biology
19 39 (33.05%) Computational Biology
19 39 (33.05%) Multithreading
19 39 (33.05%) R
19 39 (33.05%) Distributed Algorithms
19 39 (33.05%) Big Data
19 39 (33.05%) MPhil

Deep 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 2 (1.69%) Apache
1 2 (1.69%) Apache Spark
Applications
1 32 (27.12%) GNU Octave
Cloud Services
1 1 (0.85%) SaaS
Database & Business Intelligence
1 39 (33.05%) Big Data
2 2 (1.69%) Apache Hive
2 2 (1.69%) Hadoop
2 2 (1.69%) Text Mining
Development Applications
1 40 (33.90%) Subversion
2 37 (31.36%) Git (software)
3 3 (2.54%) Eclipse
3 3 (2.54%) Maven
General
1 5 (4.24%) Aerospace
1 5 (4.24%) Automotive
1 5 (4.24%) Finance
2 2 (1.69%) Publishing
Job Titles
1 45 (38.14%) Computer Engineer
1 45 (38.14%) Computer Vision Engineer
2 40 (33.90%) Developer
3 36 (30.51%) Software Engineer
4 29 (24.58%) Developer/Software Engineer
4 29 (24.58%) Software Developer
5 23 (19.49%) C++ Software Engineer
6 21 (17.80%) C++ Developer
7 20 (16.95%) C++ Software Developer
7 20 (16.95%) Data Scientist
8 17 (14.41%) Machine Learning Engineer
9 13 (11.02%) Python Engineer
10 10 (8.47%) Computer Vision Developer
11 8 (6.78%) Graduate
11 8 (6.78%) Python Developer
12 7 (5.93%) Java Developer
12 7 (5.93%) Research Engineer
13 5 (4.24%) Java Engineer
13 5 (4.24%) Python Software Engineer
14 4 (3.39%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 50 (42.37%) Natural Language Processing
2 49 (41.53%) TensorFlow
3 5 (4.24%) Keras
4 3 (2.54%) OpenCV
4 3 (2.54%) Swing
5 2 (1.69%) Caffe
5 2 (1.69%) EJB
5 2 (1.69%) J2EE
5 2 (1.69%) JDBC
5 2 (1.69%) JMS
5 2 (1.69%) JMX
5 2 (1.69%) JNDI
5 2 (1.69%) JSP
5 2 (1.69%) JTA
5 2 (1.69%) OpenNLP
5 2 (1.69%) scikit-learn
5 2 (1.69%) Servlets
5 2 (1.69%) Struts
6 1 (0.85%) Pandas
6 1 (0.85%) SpaCy
Miscellaneous
1 87 (73.73%) Algorithms
2 21 (17.80%) Computer Science
3 9 (7.63%) Robotics
4 3 (2.54%) Greenfield Project
5 2 (1.69%) Analytical Skills
5 2 (1.69%) CUDA
5 2 (1.69%) Life Science
6 1 (0.85%) Hedge funds
Operating Systems
1 7 (5.93%) Linux
2 2 (1.69%) Robot Operating System
3 1 (0.85%) Unix
3 1 (0.85%) Windows
Processes & Methodologies
1 111 (94.07%) Machine Learning
2 102 (86.44%) Computer Vision
3 88 (74.58%) Artificial Intelligence
4 57 (48.31%) Bayesian Methods
4 57 (48.31%) Neural Network
5 56 (47.46%) Mathematics
6 51 (43.22%) Reinforcement Learning
7 44 (37.29%) Software Engineering
8 42 (35.59%) Image Processing
9 41 (34.75%) Computational Linguistics
9 41 (34.75%) Data Science
10 40 (33.90%) Probabilistic Modelling
11 39 (33.05%) Biology
11 39 (33.05%) Computational Biology
11 39 (33.05%) Distributed Algorithms
11 39 (33.05%) Multithreading
12 37 (31.36%) Data Analysis
13 34 (28.81%) Physics
14 31 (26.27%) Mathematical Modelling
15 7 (5.93%) Signal Processing
Programming Languages
1 96 (81.36%) C++
2 77 (65.25%) C#
3 69 (58.47%) Python
4 53 (44.92%) Java
5 42 (35.59%) C
6 40 (33.90%) MATLAB
7 39 (33.05%) R
8 3 (2.54%) Java 8
8 3 (2.54%) Java 9
9 2 (1.69%) Scala
9 2 (1.69%) SQL
10 1 (0.85%) Julia
Qualifications
1 104 (88.14%) PhD
2 39 (33.05%) MPhil
3 2 (1.69%) Degree
4 1 (0.85%) Computer Science Degree
Vendors
1 2 (1.69%) RapidMiner
2 1 (0.85%) Google