Period
to 15 August 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 August 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Oxfordshire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 67 174 180
Rank change year-on-year +107 +6 -
Permanent jobs citing Deep Learning 123 3 1
As % of all permanent IT jobs advertised in Oxfordshire 4.19% 0.11% 0.032%
As % of the Processes & Methodologies category 4.58% 0.12% 0.035%
Number of salaries quoted 115 3 1
Oxfordshire median annual salary £52,500 £70,000 £82,500
Median salary % change year-on-year -25.00% -15.15% -
10th Percentile £42,500 £67,500 £78,750
90th Percentile £72,500 £72,500 £86,250
South East median annual salary £52,500 £65,000 £71,250
% change year-on-year -19.23% -8.77% -

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 2,685 2,544 2,839
As % of all permanent IT jobs advertised in Oxfordshire 91.39% 90.05% 90.10%
Number of salaries quoted 2,389 2,131 2,291
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +11.76%
10th Percentile £31,250 £27,500 £26,750
90th Percentile £70,050 £68,750 £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 August 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 August 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 +63 110 £52,500 -25.00% 10
Abingdon - 1 - -
Deep Learning
South East

For the 6 months to 15 August 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.

1 109 (88.62%) C++
2 107 (86.99%) Machine Learning
3 105 (85.37%) Computer Vision
4 96 (78.05%) PhD
5 84 (68.29%) Python
6 80 (65.04%) Algorithms
7 68 (55.28%) Artificial Intelligence
8 60 (48.78%) Natural Language Processing
9 59 (47.97%) C#
10 58 (47.15%) Bayesian Methods
11 57 (46.34%) Neural Network
12 55 (44.72%) Mathematics
13 54 (43.90%) Software Engineering
14 51 (41.46%) Java
15 50 (40.65%) C
16 48 (39.02%) TensorFlow
17 46 (37.40%) Reinforcement Learning
18 38 (30.89%) MATLAB
19 35 (28.46%) Probabilistic Modelling
20 34 (27.64%) Computational Linguistics
20 34 (27.64%) Computational Biology
20 34 (27.64%) Distributed Algorithms
20 34 (27.64%) Biology
20 34 (27.64%) Multithreading
21 33 (26.83%) Data Science
22 32 (26.02%) Image Processing
23 29 (23.58%) Big Data
24 27 (21.95%) Git (software)
24 27 (21.95%) Subversion
25 25 (20.33%) Data Analysis

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:

Applications
1 24 (19.51%) GNU Octave
Cloud Services
1 3 (2.44%) Amazon AWS
Database & Business Intelligence
1 29 (23.58%) Big Data
2 1 (0.81%) Data Mining
2 1 (0.81%) Geospatial Data
2 1 (0.81%) GIS
2 1 (0.81%) Text Mining
Development Applications
1 27 (21.95%) Git (software)
1 27 (21.95%) Subversion
2 3 (2.44%) Eclipse
2 3 (2.44%) Jenkins
2 3 (2.44%) Maven
General
1 12 (9.76%) Finance
2 6 (4.88%) Aerospace
2 6 (4.88%) Automotive
2 6 (4.88%) Games
Job Titles
1 47 (38.21%) Computer Engineer
1 47 (38.21%) Computer Vision Engineer
2 40 (32.52%) Software Engineer
3 35 (28.46%) Developer
4 22 (17.89%) Developer/Software Engineer
4 22 (17.89%) Software Developer
5 21 (17.07%) C++ Software Engineer
6 18 (14.63%) Data Scientist
7 14 (11.38%) Python Engineer
8 12 (9.76%) C++ Developer
8 12 (9.76%) Python Developer
9 11 (8.94%) C++ Software Developer
10 10 (8.13%) Computer Vision Developer
11 9 (7.32%) Machine Learning Engineer
12 8 (6.50%) Java Developer
12 8 (6.50%) Research Scientist
13 6 (4.88%) Java Engineer
13 6 (4.88%) Machine Learning Researcher
13 6 (4.88%) Python Software Engineer
14 5 (4.07%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 60 (48.78%) Natural Language Processing
2 48 (39.02%) TensorFlow
3 3 (2.44%) Keras
3 3 (2.44%) Swing
4 2 (1.63%) Django
5 1 (0.81%) Matplotlib
5 1 (0.81%) NumPy
5 1 (0.81%) OpenCL
5 1 (0.81%) OpenCV
5 1 (0.81%) Pandas
5 1 (0.81%) scikit-learn
5 1 (0.81%) SciPy
5 1 (0.81%) Theano
Miscellaneous
1 80 (65.04%) Algorithms
2 18 (14.63%) Computer Science
3 9 (7.32%) Robotics
4 8 (6.50%) CUDA
5 3 (2.44%) Greenfield Project
6 1 (0.81%) Hedge funds
6 1 (0.81%) Virtual Team
Operating Systems
1 13 (10.57%) Linux
2 8 (6.50%) Windows
3 3 (2.44%) CentOS
3 3 (2.44%) Unix
Processes & Methodologies
1 107 (86.99%) Machine Learning
2 105 (85.37%) Computer Vision
3 68 (55.28%) Artificial Intelligence
4 58 (47.15%) Bayesian Methods
5 57 (46.34%) Neural Network
6 55 (44.72%) Mathematics
7 54 (43.90%) Software Engineering
8 46 (37.40%) Reinforcement Learning
9 35 (28.46%) Probabilistic Modelling
10 34 (27.64%) Biology
10 34 (27.64%) Computational Biology
10 34 (27.64%) Computational Linguistics
10 34 (27.64%) Distributed Algorithms
10 34 (27.64%) Multithreading
11 33 (26.83%) Data Science
12 32 (26.02%) Image Processing
13 25 (20.33%) Data Analysis
14 24 (19.51%) Physics
15 22 (17.89%) Mathematical Modelling
16 19 (15.45%) Signal Processing
Programming Languages
1 109 (88.62%) C++
2 84 (68.29%) Python
3 59 (47.97%) C#
4 51 (41.46%) Java
5 50 (40.65%) C
6 38 (30.89%) MATLAB
7 24 (19.51%) R
8 3 (2.44%) Java 8
8 3 (2.44%) Java 9
9 1 (0.81%) SQL
Qualifications
1 96 (78.05%) PhD
2 1 (0.81%) Degree
Systems Management
1 3 (2.44%) Opscode Chef
Vendors
1 9 (7.32%) Google
2 3 (2.44%) Atlassian