Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Central London with a requirement for Theano skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Theano over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Theano
London > Central London
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 388 354 393
Rank change year-on-year -34 +39 -
Permanent jobs citing Theano 5 9 12
As % of all permanent IT jobs advertised in Central London 0.035% 0.073% 0.081%
As % of the Libraries, Frameworks & Software Standards category 0.083% 0.18% 0.19%
Number of salaries quoted 3 9 12
Central London median annual salary £70,000 £90,000 £70,000
Median salary % change year-on-year -22.22% +28.57% -
10th Percentile £58,000 £62,500 £42,750
90th Percentile £90,000 £90,000 £85,000
London median annual salary £77,500 £65,000 £67,500
% change year-on-year +19.23% -3.70% -

Theano is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Central London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Central London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,005 4,927 6,258
As % of all permanent IT jobs advertised in Central London 42.44% 39.90% 42.01%
Number of salaries quoted 5,497 4,441 5,762
Central London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +2.68%
10th Percentile £40,000 £38,750 £37,500
90th Percentile £92,500 £90,000 £85,000
London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

Theano
Job Vacancy Trend in Central London

Job postings citing Theano as a percentage of all IT jobs advertised in Central London.

Job vacancy trend for Theano in Central London

Theano
Salary Trend in Central London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Theano in Central London.

Salary trend for Theano in Central London

Theano
Salary Histogram in Central London

The salary distribution of IT jobs citing Theano in Central London over the 6 months to 19 October 2018.

Salary histogram for Theano in Central London

Theano
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Theano within the Central London region over the 6 months to 19 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
City of London -20 5 £70,000 +7.69% 1
Theano
London

For the 6 months to 19 October 2018, IT jobs citing Theano 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 Central London region with a requirement for Theano.

1 5 (100.00%) Python
1 5 (100.00%) Machine Learning
1 5 (100.00%) TensorFlow
1 5 (100.00%) Data Science
2 4 (80.00%) scikit-learn
2 4 (80.00%) SciPy
2 4 (80.00%) NumPy
3 3 (60.00%) C
3 3 (60.00%) Finance
4 2 (40.00%) JMS
4 2 (40.00%) OOD
4 2 (40.00%) Informatica
4 2 (40.00%) TIBCO
4 2 (40.00%) Rendezvous
4 2 (40.00%) Middleware
4 2 (40.00%) Java
4 2 (40.00%) Oracle
4 2 (40.00%) Sybase
4 2 (40.00%) DB2
4 2 (40.00%) OO
4 2 (40.00%) Maven
4 2 (40.00%) Artificial Intelligence
4 2 (40.00%) Equities
4 2 (40.00%) Derivative
4 2 (40.00%) Velocity
4 2 (40.00%) KDB
4 2 (40.00%) Multithreading
4 2 (40.00%) Electronic Trading
4 2 (40.00%) Git (software)
4 2 (40.00%) Test Automation

Theano
Co-occurring IT Skills in Central London 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 (20.00%) Elasticsearch
1 1 (20.00%) IPython
Cloud Services
1 2 (40.00%) Amazon AWS
1 2 (40.00%) Microsoft Azure
Database & Business Intelligence
1 2 (40.00%) DB2
1 2 (40.00%) KDB
1 2 (40.00%) Kdb+
Development Applications
1 2 (40.00%) Git (software)
1 2 (40.00%) Jenkins
1 2 (40.00%) Maven
1 2 (40.00%) Robot Framework
General
1 3 (60.00%) Finance
2 1 (20.00%) Banking
2 1 (20.00%) Investment Banking
Job Titles
1 2 (40.00%) Data Scientist
2 1 (20.00%) Data Engineer
2 1 (20.00%) Developer
2 1 (20.00%) KDB Developer
2 1 (20.00%) Machine Learning Engineer
2 1 (20.00%) Senior Data Engineer
2 1 (20.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (100.00%) TensorFlow
2 4 (80.00%) NumPy
2 4 (80.00%) scikit-learn
2 4 (80.00%) SciPy
3 2 (40.00%) FIX Protocol
3 2 (40.00%) JMS
3 2 (40.00%) Middleware
3 2 (40.00%) Natural Language Processing
3 2 (40.00%) Pandas
3 2 (40.00%) Rendezvous
3 2 (40.00%) Ultra Messaging
3 2 (40.00%) Velocity
3 2 (40.00%) ZeroMQ
4 1 (20.00%) Keras
4 1 (20.00%) Matplotlib
4 1 (20.00%) SpaCy
Miscellaneous
1 2 (40.00%) Derivative
1 2 (40.00%) Equities
1 2 (40.00%) Self-Motivation
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Fixed Income
Processes & Methodologies
1 5 (100.00%) Data Science
1 5 (100.00%) Machine Learning
2 2 (40.00%) Analytics
2 2 (40.00%) Artificial Intelligence
2 2 (40.00%) Data Engineering
2 2 (40.00%) Electronic Trading
2 2 (40.00%) Functional Programming
2 2 (40.00%) Multithreading
2 2 (40.00%) OO
2 2 (40.00%) OOD
2 2 (40.00%) Test Automation
2 2 (40.00%) Time Series Analysis
3 1 (20.00%) Asset Management
3 1 (20.00%) Data Modelling
3 1 (20.00%) Deep Learning
3 1 (20.00%) DevOps
3 1 (20.00%) Mathematics
3 1 (20.00%) Software Engineering
3 1 (20.00%) Statistics
Programming Languages
1 5 (100.00%) Python
2 3 (60.00%) C
3 2 (40.00%) Java
4 1 (20.00%) MATLAB
4 1 (20.00%) R
4 1 (20.00%) Scala
4 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Degree
1 1 (20.00%) PhD
System Software
1 1 (20.00%) Docker
Systems Management
1 2 (40.00%) Kubernetes
Vendors
1 2 (40.00%) Informatica
1 2 (40.00%) Oracle
1 2 (40.00%) Sybase
1 2 (40.00%) TIBCO