Period
to 11 December 2017

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 11 December 2017 with a comparison to the same period in the previous 2 years.

Deep Learning
South East > Oxfordshire
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 136 - 185
Rank change year-on-year - +185 -
Permanent jobs citing Deep Learning 34 0 3
As % of all permanent IT jobs advertised in Oxfordshire 1.09% - 0.087%
As % of the Processes & Methodologies category 1.24% - 0.099%
Number of salaries quoted 31 0 3
Oxfordshire median annual salary £70,000 - £33,904
10th Percentile £50,000 - £32,169
90th Percentile £72,500 - £37,048
South East median annual salary £70,000 £60,000 £33,904
% change year-on-year +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 2746 2514 3024
As % of all permanent IT jobs advertised in Oxfordshire 88.38% 88.77% 87.73%
Number of salaries quoted 2253 2001 2440
Oxfordshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £29,750 £27,500 £26,500
90th Percentile £72,500 £66,250 £63,750
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 11 December 2017.

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 11 December 2017. 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 - 26 £70,000 - 2
Abingdon - 1 £35,000 -
Deep Learning
South East

For the 6 months to 11 December 2017, IT jobs citing Deep Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for Deep Learning.

1 34 (100.00%) Python
2 30 (88.24%) R
2 30 (88.24%) Machine Learning
2 30 (88.24%) Big Data
3 25 (73.53%) PhD
3 25 (73.53%) Mathematics
4 24 (70.59%) MATLAB
5 23 (67.65%) Computer Science
5 23 (67.65%) Algorithms
6 22 (64.71%) Statistics
6 22 (64.71%) Neural Network
7 21 (61.76%) Economics
7 21 (61.76%) Physics
7 21 (61.76%) SQL
7 21 (61.76%) Bayesian Methods
7 21 (61.76%) Julia
8 20 (58.82%) Probabilistic Modelling
9 19 (55.88%) Natural Language Processing
9 19 (55.88%) Agile Software Development
10 18 (52.94%) TensorFlow
11 8 (23.53%) Java
11 8 (23.53%) Hadoop
12 7 (20.59%) Data Mining
12 7 (20.59%) Fintech
12 7 (20.59%) Apache Spark
13 6 (17.65%) Data Structures
13 6 (17.65%) Apache Hive
13 6 (17.65%) NoSQL
13 6 (17.65%) C++
13 6 (17.65%) 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 7 (20.59%) Apache Spark
2 1 (2.94%) Apache
2 1 (2.94%) GeoServer
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) Azure Data Factory
2 1 (2.94%) Microsoft Azure
Database & Business Intelligence
1 30 (88.24%) Big Data
2 8 (23.53%) Hadoop
3 7 (20.59%) Data Mining
4 6 (17.65%) Apache Hive
4 6 (17.65%) NoSQL
5 1 (2.94%) HBase
5 1 (2.94%) HDInsight
Development Applications
1 2 (5.88%) Git (software)
1 2 (5.88%) Jenkins
General
1 1 (2.94%) Banking
Job Titles
1 21 (61.76%) Machine Learning Researcher
2 7 (20.59%) Data Engineer
3 5 (14.71%) Big Data Engineer
4 4 (11.76%) Java Engineer
5 3 (8.82%) Data Scientist
5 3 (8.82%) Machine Learning Engineer
5 3 (8.82%) Machine Learning Scientist
6 2 (5.88%) Developer
6 2 (5.88%) Linux Developer
6 2 (5.88%) Python Developer
6 2 (5.88%) Research Engineer
7 1 (2.94%) Computer Engineer
7 1 (2.94%) Computer Vision Engineer
7 1 (2.94%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 19 (55.88%) Natural Language Processing
2 18 (52.94%) TensorFlow
3 1 (2.94%) GeoTools
3 1 (2.94%) JTS
Miscellaneous
1 23 (67.65%) Algorithms
1 23 (67.65%) Computer Science
2 7 (20.59%) Fintech
3 6 (17.65%) Data Structures
4 1 (2.94%) NHS
4 1 (2.94%) Robotics
Operating Systems
1 2 (5.88%) CentOS
1 2 (5.88%) Linux
1 2 (5.88%) Unix
Processes & Methodologies
1 30 (88.24%) Machine Learning
2 25 (73.53%) Mathematics
3 22 (64.71%) Neural Network
3 22 (64.71%) Statistics
4 21 (61.76%) Bayesian Methods
4 21 (61.76%) Economics
4 21 (61.76%) Physics
5 20 (58.82%) Probabilistic Modelling
6 19 (55.88%) Agile Software Development
7 6 (17.65%) Data Analysis
7 6 (17.65%) OO
8 4 (11.76%) Computer Vision
9 3 (8.82%) Software Engineering
10 2 (5.88%) Analytics
10 2 (5.88%) DevOps
10 2 (5.88%) Mentoring
11 1 (2.94%) Big Data Analytics
11 1 (2.94%) Open Source
11 1 (2.94%) Time Series Analysis
11 1 (2.94%) Time Series Forecasting
Programming Languages
1 34 (100.00%) Python
2 30 (88.24%) R
3 24 (70.59%) MATLAB
4 21 (61.76%) Julia
4 21 (61.76%) SQL
5 8 (23.53%) Java
6 6 (17.65%) C++
7 2 (5.88%) Bash Shell
7 2 (5.88%) C
7 2 (5.88%) Scala
Qualifications
1 25 (73.53%) PhD
2 1 (2.94%) Degree
System Software
1 2 (5.88%) Docker
Systems Management
1 2 (5.88%) Opscode Chef
Vendors
1 2 (5.88%) Atlassian
2 1 (2.94%) Microsoft