Period
to 20 February 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 20 February 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Oxfordshire
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 116 - 180
Rank change year-on-year - +180 -
Permanent jobs citing Deep Learning 49 0 3
As % of all permanent IT jobs advertised in Oxfordshire 1.57% - 0.087%
As % of the Processes & Methodologies category 1.76% - 0.100%
Number of salaries quoted 46 0 3
Oxfordshire median annual salary £70,000 - £33,904
10th Percentile £37,500 - £32,169
90th Percentile £72,500 - £74,128
South East median annual salary £70,000 £62,500 £33,904
% change year-on-year +12.00% +84.34% -

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 2,789 2,335 3,015
As % of all permanent IT jobs advertised in Oxfordshire 89.56% 88.25% 87.65%
Number of salaries quoted 2,322 1,861 2,454
Oxfordshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +5.88%
10th Percentile £29,025 £27,500 £27,500
90th Percentile £72,500 £67,500 £67,500
South East median annual salary £45,000 £45,000 £45,000

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 20 February 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 20 February 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 - 39 £70,000 - 2
Abingdon - 1 £35,000 -
Deep Learning
South East

For the 6 months to 20 February 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 49 (100.00%) Python
2 41 (83.67%) Machine Learning
3 36 (73.47%) Big Data
4 34 (69.39%) Mathematics
5 33 (67.35%) R
5 33 (67.35%) PhD
6 32 (65.31%) Neural Network
6 32 (65.31%) Computer Science
7 28 (57.14%) Bayesian Methods
8 27 (55.10%) Natural Language Processing
9 26 (53.06%) MATLAB
10 24 (48.98%) Algorithms
10 24 (48.98%) Statistics
11 22 (44.90%) Economics
11 22 (44.90%) SQL
11 22 (44.90%) Physics
11 22 (44.90%) Julia
12 21 (42.86%) TensorFlow
12 21 (42.86%) Probabilistic Modelling
13 20 (40.82%) Agile Software Development
14 16 (32.65%) C++
15 13 (26.53%) Computer Vision
16 9 (18.37%) Data Science
16 9 (18.37%) Java
16 9 (18.37%) Software Engineering
16 9 (18.37%) Hadoop
17 8 (16.33%) Apache Spark
17 8 (16.33%) Data Mining
17 8 (16.33%) Fintech
18 7 (14.29%) 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:

Application Platforms
1 8 (16.33%) Apache Spark
2 1 (2.04%) Apache
2 1 (2.04%) GeoServer
Cloud Services
1 5 (10.20%) Amazon AWS
2 1 (2.04%) Azure Data Factory
2 1 (2.04%) Microsoft Azure
Database & Business Intelligence
1 36 (73.47%) Big Data
2 9 (18.37%) Hadoop
3 8 (16.33%) Data Mining
4 7 (14.29%) Apache Hive
4 7 (14.29%) NoSQL
5 1 (2.04%) HBase
5 1 (2.04%) HDInsight
Development Applications
1 5 (10.20%) Git (software)
1 5 (10.20%) Jenkins
General
1 1 (2.04%) Banking
Job Titles
1 25 (51.02%) Machine Learning Researcher
2 8 (16.33%) Data Engineer
3 5 (10.20%) Big Data Engineer
4 4 (8.16%) Computer Engineer
4 4 (8.16%) Computer Vision Engineer
4 4 (8.16%) Data Science Engineer
4 4 (8.16%) Java Engineer
4 4 (8.16%) Machine Learning Engineer
4 4 (8.16%) Machine Learning Scientist
4 4 (8.16%) Research Engineer
5 3 (6.12%) Data Scientist
5 3 (6.12%) Developer
5 3 (6.12%) Linux Developer
5 3 (6.12%) Python Developer
5 3 (6.12%) Software Engineer
6 2 (4.08%) C++ Software Engineer
6 2 (4.08%) Support Engineer
6 2 (4.08%) Systems Engineer
6 2 (4.08%) Systems Support
6 2 (4.08%) Systems Support Engineer
Libraries, Frameworks & Software Standards
1 27 (55.10%) Natural Language Processing
2 21 (42.86%) TensorFlow
3 1 (2.04%) GeoTools
3 1 (2.04%) JTS
3 1 (2.04%) Keras
3 1 (2.04%) Theano
Miscellaneous
1 32 (65.31%) Computer Science
2 24 (48.98%) Algorithms
3 8 (16.33%) Fintech
4 7 (14.29%) Data Structures
5 3 (6.12%) Robotics
6 1 (2.04%) NHS
Operating Systems
1 5 (10.20%) CentOS
1 5 (10.20%) Linux
1 5 (10.20%) Unix
Processes & Methodologies
1 41 (83.67%) Machine Learning
2 34 (69.39%) Mathematics
3 32 (65.31%) Neural Network
4 28 (57.14%) Bayesian Methods
5 24 (48.98%) Statistics
6 22 (44.90%) Economics
6 22 (44.90%) Physics
7 21 (42.86%) Probabilistic Modelling
8 20 (40.82%) Agile Software Development
9 13 (26.53%) Computer Vision
10 9 (18.37%) Data Science
10 9 (18.37%) Software Engineering
11 7 (14.29%) Data Analysis
11 7 (14.29%) OO
12 6 (12.24%) Signal Processing
13 5 (10.20%) DevOps
13 5 (10.20%) Mentoring
14 3 (6.12%) Open Source
15 2 (4.08%) Analytics
15 2 (4.08%) Configuration Management
Programming Languages
1 49 (100.00%) Python
2 33 (67.35%) R
3 26 (53.06%) MATLAB
4 22 (44.90%) Julia
4 22 (44.90%) SQL
5 16 (32.65%) C++
6 9 (18.37%) Java
7 3 (6.12%) Bash Shell
8 2 (4.08%) C
8 2 (4.08%) Scala
Qualifications
1 33 (67.35%) PhD
2 1 (2.04%) Degree
System Software
1 3 (6.12%) Docker
Systems Management
1 5 (10.20%) Opscode Chef
Vendors
1 5 (10.20%) Atlassian
2 1 (2.04%) Microsoft