Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 December 2017 with a comparison to the same period in the previous 2 years.

Deep Learning
England > East of England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 302 348 -
Rank change year-on-year +46 - -
Permanent jobs citing Deep Learning 64 19 0
As % of all permanent IT jobs advertised in the East of England 0.53% 0.15% -
As % of the Processes & Methodologies category 0.60% 0.16% -
Number of salaries quoted 49 19 0
East of England median annual salary £70,000 £75,000 -
Median salary % change year-on-year -6.67% - -
England median annual salary £65,000 £65,000 £65,000

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10688 11554 13286
As % of all permanent IT jobs advertised in the East of England 88.26% 88.78% 87.47%
Number of salaries quoted 8650 9497 10919
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Deep Learning
Job Vacancy Trend in the East of England

Job postings citing Deep Learning as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Deep Learning in the East of England

Deep Learning
Salary Trend in the East of England

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

Salary trend for Deep Learning in the East of England

Deep Learning
Salary Histogram in the East of England

The salary distribution of IT jobs citing Deep Learning in the East of England over the 6 months to 15 December 2017.

Salary histogram for Deep Learning in the East of England

Deep Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Deep Learning within the East of England region over the 6 months to 15 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
Cambridgeshire +14 64 £70,000 -6.67% 13
Deep Learning
England

For the 6 months to 15 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 East of England region with a requirement for Deep Learning.

1 58 (90.63%) Machine Learning
2 54 (84.38%) Python
3 45 (70.31%) PhD
4 40 (62.50%) Neural Network
5 37 (57.81%) Artificial Intelligence
6 32 (50.00%) Java
7 31 (48.44%) C++
8 24 (37.50%) Degree
8 24 (37.50%) Mathematics
9 23 (35.94%) Computer Science
10 22 (34.38%) Algorithms
10 22 (34.38%) Probabilistic Modelling
11 20 (31.25%) TensorFlow
12 19 (29.69%) Statistics
13 18 (28.13%) R
13 18 (28.13%) SQL
14 17 (26.56%) MATLAB
14 17 (26.56%) Economics
14 17 (26.56%) Big Data
14 17 (26.56%) Bayesian Methods
14 17 (26.56%) Physics
14 17 (26.56%) Julia
15 16 (25.00%) Signal Processing
16 15 (23.44%) C
17 14 (21.88%) Software Engineering
17 14 (21.88%) Natural Language Processing
17 14 (21.88%) Image Processing
18 13 (20.31%) C#
19 12 (18.75%) Finance
20 9 (14.06%) Torch

Deep Learning
Co-occurring IT Skills in the East of England 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 (1.56%) Apache Spark
1 1 (1.56%) DNN
1 1 (1.56%) SAS
Applications
1 1 (1.56%) Weka
Cloud Services
1 4 (6.25%) Cloud Computing
Database & Business Intelligence
1 17 (26.56%) Big Data
2 5 (7.81%) Data Mining
3 1 (1.56%) NoSQL
Development Applications
1 5 (7.81%) Git (software)
General
1 12 (18.75%) Finance
2 4 (6.25%) Telecoms
3 1 (1.56%) Electronics
3 1 (1.56%) Manufacturing
Job Titles
1 23 (35.94%) Developer
2 16 (25.00%) Machine Learning Researcher
3 9 (14.06%) Machine Learning Developer
4 8 (12.50%) C++ Developer
4 8 (12.50%) Machine Learning Scientist
5 7 (10.94%) Software Developer
6 6 (9.38%) Software Engineer
7 5 (7.81%) Developer/Software Engineer
7 5 (7.81%) Machine Learning Engineer
8 4 (6.25%) Computer Vision Developer
9 3 (4.69%) C++ Software Developer
10 2 (3.13%) Android Developer
10 2 (3.13%) Android Engineer
10 2 (3.13%) Android Software Engineer
10 2 (3.13%) C++ Software Engineer
10 2 (3.13%) Cloud Developer
10 2 (3.13%) Cloud Engineer
10 2 (3.13%) Cloud Software Engineer
10 2 (3.13%) Data Scientist
10 2 (3.13%) Research Scientist
Libraries, Frameworks & Software Standards
1 20 (31.25%) TensorFlow
2 14 (21.88%) Natural Language Processing
3 9 (14.06%) Torch
4 8 (12.50%) STL
5 7 (10.94%) MXNet
6 4 (6.25%) Keras
6 4 (6.25%) OpenCV
7 1 (1.56%) scikit-learn
Miscellaneous
1 23 (35.94%) Computer Science
2 22 (34.38%) Algorithms
3 4 (6.25%) Robotics
4 2 (3.13%) CUDA
5 1 (1.56%) HoloLens
5 1 (1.56%) Kinect
5 1 (1.56%) Smartphone
5 1 (1.56%) Xbox
Operating Systems
1 6 (9.38%) Linux
2 4 (6.25%) Android
Processes & Methodologies
1 58 (90.63%) Machine Learning
2 40 (62.50%) Neural Network
3 37 (57.81%) Artificial Intelligence
4 24 (37.50%) Mathematics
5 22 (34.38%) Probabilistic Modelling
6 19 (29.69%) Statistics
7 17 (26.56%) Bayesian Methods
7 17 (26.56%) Economics
7 17 (26.56%) Physics
8 16 (25.00%) Signal Processing
9 14 (21.88%) Image Processing
9 14 (21.88%) Software Engineering
10 8 (12.50%) Distributed Algorithms
10 8 (12.50%) Multithreading
10 8 (12.50%) Reinforcement Learning
11 6 (9.38%) Speech Recognition
12 5 (7.81%) Computer Vision
12 5 (7.81%) Network Design
13 4 (6.25%) Customer-Centricity
13 4 (6.25%) Mathematical Modelling
Programming Languages
1 54 (84.38%) Python
2 32 (50.00%) Java
3 31 (48.44%) C++
4 18 (28.13%) R
4 18 (28.13%) SQL
5 17 (26.56%) Julia
5 17 (26.56%) MATLAB
6 15 (23.44%) C
7 13 (20.31%) C#
Qualifications
1 45 (70.31%) PhD
2 24 (37.50%) Degree
Vendors
1 2 (3.13%) Microsoft