Period
to 20 October 2018

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

Deep Learning
England > East of England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 252 310 345
Rank change year-on-year +58 +35 -
Permanent jobs citing Deep Learning 85 44 16
As % of all permanent IT jobs advertised in the East of England 0.81% 0.38% 0.12%
As % of the Processes & Methodologies category 0.90% 0.42% 0.13%
Number of salaries quoted 78 40 16
East of England median annual salary £65,000 £77,500 £75,000
Median salary % change year-on-year -16.13% +3.33% -
10th Percentile £53,750 £48,500 £57,500
90th Percentile £113,000 £105,000 £77,500
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 9,406 10,417 11,870
As % of all permanent IT jobs advertised in the East of England 89.53% 89.93% 90.00%
Number of salaries quoted 7,032 8,508 9,818
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,825
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

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 20 October 2018.

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 20 October 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
Cambridgeshire +64 84 £65,000 -16.13% 17
Essex - 1 - -
Deep Learning
England

For the 6 months to 20 October 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 East of England region with a requirement for Deep Learning.

1 84 (98.82%) Python
2 80 (94.12%) Machine Learning
3 68 (80.00%) C++
4 62 (72.94%) Algorithms
5 60 (70.59%) Bayesian Methods
6 58 (68.24%) PhD
6 58 (68.24%) Artificial Intelligence
7 57 (67.06%) TensorFlow
8 54 (63.53%) Reinforcement Learning
9 53 (62.35%) C
10 51 (60.00%) Natural Language Processing
11 49 (57.65%) Java
12 41 (48.24%) C#
13 40 (47.06%) Computational Linguistics
14 39 (45.88%) Computational Biology
14 39 (45.88%) Probabilistic Modelling
14 39 (45.88%) MPhil
14 39 (45.88%) Distributed Algorithms
14 39 (45.88%) Multithreading
14 39 (45.88%) Biology
15 37 (43.53%) Neural Network
16 32 (37.65%) Software Engineering
17 31 (36.47%) Mathematics
18 28 (32.94%) Markov Model
19 26 (30.59%) Smart City
19 26 (30.59%) Decision-Making
19 26 (30.59%) Games
20 24 (28.24%) Robotics
21 22 (25.88%) Data Science
22 18 (21.18%) Computer Science

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:

Database & Business Intelligence
1 18 (21.18%) Big Data
2 15 (17.65%) Hadoop
2 15 (17.65%) MongoDB
3 5 (5.88%) Data Mining
Development Applications
1 8 (9.41%) Git (software)
General
1 26 (30.59%) Games
2 12 (14.12%) Publishing
3 1 (1.18%) Finance
3 1 (1.18%) Financial Institution
Job Titles
1 28 (32.94%) Machine Learning Engineer
2 25 (29.41%) Machine Learning Researcher
3 18 (21.18%) Research Engineer
4 17 (20.00%) Developer
4 17 (20.00%) Python Engineer
5 13 (15.29%) Software Engineer
6 12 (14.12%) Developer/Software Engineer
6 12 (14.12%) Software Developer
7 7 (8.24%) Machine Learning Developer
7 7 (8.24%) Mathematical Developer
8 6 (7.06%) Mathematical Modelling Developer
8 6 (7.06%) Mathematical Modelling Engineer
8 6 (7.06%) Python Developer
8 6 (7.06%) Research Scientist
9 4 (4.71%) Graduate
10 3 (3.53%) Machine Learning Scientist
10 3 (3.53%) Python Software Engineer
11 2 (2.35%) Algorithm Engineer
11 2 (2.35%) Computer Vision Engineer
11 2 (2.35%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 57 (67.06%) TensorFlow
2 51 (60.00%) Natural Language Processing
3 2 (2.35%) Caffe
3 2 (2.35%) Keras
3 2 (2.35%) OpenCV
4 1 (1.18%) AngularJS
4 1 (1.18%) React
Miscellaneous
1 62 (72.94%) Algorithms
2 26 (30.59%) Smart City
3 24 (28.24%) Robotics
4 18 (21.18%) Computer Science
5 8 (9.41%) Grid Computing
6 6 (7.06%) Analytical Skills
7 1 (1.18%) Augmented Reality
Operating Systems
1 10 (11.76%) Linux
2 5 (5.88%) Robot Operating System
3 1 (1.18%) Windows
Processes & Methodologies
1 80 (94.12%) Machine Learning
2 60 (70.59%) Bayesian Methods
3 58 (68.24%) Artificial Intelligence
4 54 (63.53%) Reinforcement Learning
5 40 (47.06%) Computational Linguistics
6 39 (45.88%) Biology
6 39 (45.88%) Computational Biology
6 39 (45.88%) Distributed Algorithms
6 39 (45.88%) Multithreading
6 39 (45.88%) Probabilistic Modelling
7 37 (43.53%) Neural Network
8 32 (37.65%) Software Engineering
9 31 (36.47%) Mathematics
10 28 (32.94%) Markov Model
11 26 (30.59%) Decision-Making
12 22 (25.88%) Data Science
13 15 (17.65%) Predictive Analysis
14 14 (16.47%) Agile Software Development
14 14 (16.47%) Statistics
15 10 (11.76%) Physics
Programming Languages
1 84 (98.82%) Python
2 68 (80.00%) C++
3 53 (62.35%) C
4 49 (57.65%) Java
5 41 (48.24%) C#
6 6 (7.06%) Julia
7 2 (2.35%) MATLAB
8 1 (1.18%) JavaScript
8 1 (1.18%) R
8 1 (1.18%) TypeScript
Qualifications
1 58 (68.24%) PhD
2 39 (45.88%) MPhil
3 2 (2.35%) Degree
4 1 (1.18%) DV Cleared
4 1 (1.18%) Security Cleared
System Software
1 1 (1.18%) Docker
Vendors
1 2 (2.35%) Google