Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Deep Learning
England > East of England
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 257 321 386
Rank change year-on-year +64 +65 -
Permanent jobs citing Deep Learning 104 47 3
As % of all permanent IT jobs advertised in the East of England 0.86% 0.38% 0.021%
As % of the Processes & Methodologies category 0.96% 0.42% 0.024%
Number of salaries quoted 67 44 3
East of England median annual salary £65,000 £77,500 £65,000
Median salary % change year-on-year -16.13% +19.23% -
10th Percentile £35,000 £58,000 £57,500
90th Percentile £81,750 £105,000 £84,500
England median annual salary £65,000 £70,000 £65,000
% change year-on-year -7.14% +7.69% -35.00%

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 10,829 11,156 12,699
As % of all permanent IT jobs advertised in the East of England 89.13% 89.36% 89.59%
Number of salaries quoted 8,094 8,919 10,363
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.51%
10th Percentile £27,500 £26,898 £26,250
90th Percentile £72,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 17 July 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 17 July 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 +25 84 £65,000 -16.13% 11
Essex - 14 £48,250 -
Hertfordshire - 6 - -
Deep Learning
England

For the 6 months to 17 July 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.

1 101 (97.12%) Python
2 99 (95.19%) Machine Learning
3 84 (80.77%) C++
4 66 (63.46%) Natural Language Processing
5 64 (61.54%) C
6 62 (59.62%) Artificial Intelligence
7 59 (56.73%) PhD
8 57 (54.81%) Algorithms
8 57 (54.81%) Reinforcement Learning
9 56 (53.85%) TensorFlow
9 56 (53.85%) Java
10 48 (46.15%) Neural Network
11 45 (43.27%) C#
12 44 (42.31%) Computational Linguistics
13 43 (41.35%) Bayesian Methods
14 40 (38.46%) Data Science
15 35 (33.65%) Computer Vision
16 33 (31.73%) Distributed Algorithms
16 33 (31.73%) Multithreading
17 32 (30.77%) Biology
17 32 (30.77%) Computational Biology
18 31 (29.81%) Linux
19 30 (28.85%) Decision-Making
20 28 (26.92%) Probabilistic Modelling
21 25 (24.04%) Mathematics
22 24 (23.08%) Games
22 24 (23.08%) Smart City
23 22 (21.15%) Computer Science
24 21 (20.19%) Signal Processing
24 21 (20.19%) MATLAB

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 19 (18.27%) Apache Spark
Cloud Services
1 4 (3.85%) Amazon AWS
Database & Business Intelligence
1 20 (19.23%) Hadoop
2 15 (14.42%) Big Data
3 14 (13.46%) MongoDB
4 11 (10.58%) Data Mining
Development Applications
1 3 (2.88%) Git (software)
General
1 24 (23.08%) Games
2 6 (5.77%) Retail
3 2 (1.92%) Aerospace
3 2 (1.92%) Finance
4 1 (0.96%) Financial Institution
Job Titles
1 46 (44.23%) Machine Learning Engineer
2 33 (31.73%) Python Engineer
3 19 (18.27%) Data Scientist
4 18 (17.31%) Machine Learning Scientist
5 14 (13.46%) Machine Learning Researcher
6 11 (10.58%) Senior Data Scientist
7 9 (8.65%) Research Engineer
8 7 (6.73%) Graduate
8 7 (6.73%) Research Scientist
9 3 (2.88%) Developer
9 3 (2.88%) Software Engineer
10 2 (1.92%) Artificial Intelligence Engineer
10 2 (1.92%) C++ Developer
10 2 (1.92%) C++ Software Engineer
10 2 (1.92%) Games Engineer
10 2 (1.92%) Junior
10 2 (1.92%) Project Engineer
10 2 (1.92%) Project Leader
10 2 (1.92%) Senior Project Leader
11 1 (0.96%) Graduate C Developer
Libraries, Frameworks & Software Standards
1 66 (63.46%) Natural Language Processing
2 56 (53.85%) TensorFlow
3 8 (7.69%) scikit-learn
3 8 (7.69%) Theano
4 7 (6.73%) Keras
5 6 (5.77%) Lasagne
5 6 (5.77%) Pandas
6 3 (2.88%) OpenCV
7 1 (0.96%) AngularJS
7 1 (0.96%) React
7 1 (0.96%) STL
Miscellaneous
1 57 (54.81%) Algorithms
2 24 (23.08%) Smart City
3 22 (21.15%) Computer Science
4 17 (16.35%) Robotics
5 6 (5.77%) Analytical Skills
5 6 (5.77%) Data Structures
6 3 (2.88%) Grid Computing
7 1 (0.96%) Augmented Reality
7 1 (0.96%) Cyberattack
7 1 (0.96%) Cybercrime
Operating Systems
1 31 (29.81%) Linux
2 14 (13.46%) Windows
3 5 (4.81%) Robot Operating System
Processes & Methodologies
1 99 (95.19%) Machine Learning
2 62 (59.62%) Artificial Intelligence
3 57 (54.81%) Reinforcement Learning
4 48 (46.15%) Neural Network
5 44 (42.31%) Computational Linguistics
6 43 (41.35%) Bayesian Methods
7 40 (38.46%) Data Science
8 35 (33.65%) Computer Vision
9 33 (31.73%) Distributed Algorithms
9 33 (31.73%) Multithreading
10 32 (30.77%) Biology
10 32 (30.77%) Computational Biology
11 30 (28.85%) Decision-Making
12 28 (26.92%) Probabilistic Modelling
13 25 (24.04%) Mathematics
14 21 (20.19%) Signal Processing
15 20 (19.23%) Software Engineering
16 18 (17.31%) Analytics
17 14 (13.46%) Open Source
17 14 (13.46%) Predictive Analysis
Programming Languages
1 101 (97.12%) Python
2 84 (80.77%) C++
3 64 (61.54%) C
4 56 (53.85%) Java
5 45 (43.27%) C#
6 21 (20.19%) MATLAB
7 20 (19.23%) R
8 1 (0.96%) JavaScript
8 1 (0.96%) TypeScript
Qualifications
1 59 (56.73%) PhD
2 12 (11.54%) Security Cleared
3 10 (9.62%) Degree
4 9 (8.65%) DV Cleared
5 6 (5.77%) Computer Science Degree
6 3 (2.88%) SC Cleared
System Software
1 1 (0.96%) Docker
Vendors
1 1 (0.96%) Google