Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Oxfordshire
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 96 - 181
Rank change year-on-year - +181 -
Permanent jobs citing Deep Learning 93 0 2
As % of all permanent IT jobs advertised in Oxfordshire 3.09% - 0.066%
As % of the Processes & Methodologies category 3.39% - 0.074%
Number of salaries quoted 84 0 2
Oxfordshire median annual salary £60,000 - £80,000
10th Percentile £37,500 - £72,000
90th Percentile £75,125 - £86,000
South East median annual salary £50,000 £65,000 £80,000
% change year-on-year -23.08% -18.75% -

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 2,742 2,421 2,710
As % of all permanent IT jobs advertised in Oxfordshire 91.16% 90.20% 88.77%
Number of salaries quoted 2,370 1,996 2,213
Oxfordshire median annual salary £47,500 £42,500 £46,000
Median salary % change year-on-year +11.76% -7.61% +8.24%
10th Percentile £30,000 £27,000 £27,100
90th Percentile £72,500 £67,500 £68,750
South East median annual salary £46,000 £45,000 £45,000
% change year-on-year +2.22% - -

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 25 May 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 25 May 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 - 80 £60,000 - 9
Abingdon - 1 - -
Deep Learning
South East

For the 6 months to 25 May 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 76 (81.72%) Python
1 76 (81.72%) Machine Learning
2 75 (80.65%) C++
3 67 (72.04%) Computer Vision
4 65 (69.89%) PhD
5 50 (53.76%) Neural Network
6 48 (51.61%) Mathematics
7 46 (49.46%) Algorithms
8 44 (47.31%) Natural Language Processing
9 42 (45.16%) Bayesian Methods
10 37 (39.78%) Artificial Intelligence
11 33 (35.48%) Software Engineering
12 32 (34.41%) MATLAB
13 29 (31.18%) TensorFlow
14 27 (29.03%) Java
15 26 (27.96%) C
15 26 (27.96%) Computer Science
15 26 (27.96%) Reinforcement Learning
15 26 (27.96%) Big Data
16 21 (22.58%) C#
17 20 (21.51%) Probabilistic Modelling
18 19 (20.43%) R
19 18 (19.35%) Signal Processing
19 18 (19.35%) Data Science
20 16 (17.20%) Physics
20 16 (17.20%) Git (software)
21 15 (16.13%) Image Processing
21 15 (16.13%) Linux
22 14 (15.05%) Analytics
23 12 (12.90%) Biology

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 1 (1.08%) Apache Spark
Applications
1 9 (9.68%) GNU Octave
Cloud Services
1 7 (7.53%) Amazon AWS
Database & Business Intelligence
1 26 (27.96%) Big Data
2 2 (2.15%) Data Mining
3 1 (1.08%) Apache Hive
3 1 (1.08%) Geospatial Data
3 1 (1.08%) GIS
3 1 (1.08%) Hadoop
3 1 (1.08%) NoSQL
3 1 (1.08%) Text Mining
Development Applications
1 16 (17.20%) Git (software)
2 9 (9.68%) Subversion
3 7 (7.53%) Jenkins
General
1 9 (9.68%) Finance
2 6 (6.45%) Games
3 2 (2.15%) Aerospace
3 2 (2.15%) Automotive
Job Titles
1 28 (30.11%) Computer Engineer
1 28 (30.11%) Computer Vision Engineer
2 21 (22.58%) Software Engineer
3 16 (17.20%) Machine Learning Researcher
4 13 (13.98%) Developer
5 10 (10.75%) Data Scientist
6 9 (9.68%) C++ Software Engineer
7 8 (8.60%) Machine Learning Engineer
7 8 (8.60%) Python Developer
7 8 (8.60%) Python Engineer
7 8 (8.60%) Research Scientist
8 7 (7.53%) Developer/Software Engineer
8 7 (7.53%) Software Developer
9 5 (5.38%) Support Engineer
9 5 (5.38%) Systems Engineer
9 5 (5.38%) Systems Support
9 5 (5.38%) Systems Support Engineer
10 4 (4.30%) Machine Learning Scientist
11 3 (3.23%) Python Software Engineer
11 3 (3.23%) Research Engineer
Libraries, Frameworks & Software Standards
1 44 (47.31%) Natural Language Processing
2 29 (31.18%) TensorFlow
3 2 (2.15%) Django
3 2 (2.15%) Keras
4 1 (1.08%) Matplotlib
4 1 (1.08%) NumPy
4 1 (1.08%) Pandas
4 1 (1.08%) scikit-learn
4 1 (1.08%) SciPy
4 1 (1.08%) Theano
Miscellaneous
1 46 (49.46%) Algorithms
2 26 (27.96%) Computer Science
3 9 (9.68%) Robotics
4 7 (7.53%) CUDA
5 1 (1.08%) Data Structures
5 1 (1.08%) Fintech
5 1 (1.08%) Hedge funds
5 1 (1.08%) Virtual Team
Operating Systems
1 15 (16.13%) Linux
2 8 (8.60%) Windows
3 7 (7.53%) CentOS
3 7 (7.53%) Unix
Processes & Methodologies
1 76 (81.72%) Machine Learning
2 67 (72.04%) Computer Vision
3 50 (53.76%) Neural Network
4 48 (51.61%) Mathematics
5 42 (45.16%) Bayesian Methods
6 37 (39.78%) Artificial Intelligence
7 33 (35.48%) Software Engineering
8 26 (27.96%) Reinforcement Learning
9 20 (21.51%) Probabilistic Modelling
10 18 (19.35%) Data Science
10 18 (19.35%) Signal Processing
11 16 (17.20%) Physics
12 15 (16.13%) Image Processing
13 14 (15.05%) Analytics
14 12 (12.90%) Biology
14 12 (12.90%) Computational Biology
14 12 (12.90%) Computational Linguistics
14 12 (12.90%) Distributed Algorithms
14 12 (12.90%) Multithreading
14 12 (12.90%) Statistics
Programming Languages
1 76 (81.72%) Python
2 75 (80.65%) C++
3 32 (34.41%) MATLAB
4 27 (29.03%) Java
5 26 (27.96%) C
6 21 (22.58%) C#
7 19 (20.43%) R
8 8 (8.60%) SQL
9 7 (7.53%) Julia
10 2 (2.15%) Bash Shell
Qualifications
1 65 (69.89%) PhD
2 1 (1.08%) Degree
System Software
1 2 (2.15%) Docker
Systems Management
1 7 (7.53%) Opscode Chef
Vendors
1 9 (9.68%) Google
2 7 (7.53%) Atlassian