Period
to 20 January 2019

The following table provides summary statistics for permanent job vacancies advertised in 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 20 January 2019 with a comparison to the same period in the previous 2 years.

Theano
England > London
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 734 796 819
Rank change year-on-year +62 +23 +85
Permanent jobs citing Theano 39 36 15
As % of all permanent IT jobs advertised in London 0.063% 0.051% 0.021%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.13% 0.053%
Number of salaries quoted 37 34 12
London median annual salary £70,000 £60,000 £75,000
Median salary % change year-on-year +16.67% -20.00% +3.45%
10th Percentile £57,750 £45,750 £65,125
90th Percentile £97,500 £85,500 £95,000
England median annual salary £70,000 £60,000 £75,000
% change year-on-year +16.67% -20.00% +3.45%

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 London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 25,303 27,620 28,356
As % of all permanent IT jobs advertised in London 40.70% 39.50% 40.07%
Number of salaries quoted 20,859 22,993 24,851
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,000 £35,000
90th Percentile £95,000 £90,000 £87,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Theano
Job Vacancy Trend in London

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

Job vacancy trend for Theano in London

Theano
Salary Trend in London

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

Salary trend for Theano in London

Theano
Salary Histogram in London

The salary distribution of IT jobs citing Theano in London over the 6 months to 20 January 2019.

Salary histogram for Theano in London

Theano
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Theano within the London region over the 6 months to 20 January 2019. 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
East London +26 11 £95,000 -
Central London +21 4 £82,500 +26.92% 1
Theano
England

For the 6 months to 20 January 2019, 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 London region with a requirement for Theano.

1 39 (100.00%) Python
1 39 (100.00%) Machine Learning
1 39 (100.00%) TensorFlow
2 34 (87.18%) Deep Learning
3 26 (66.67%) NumPy
4 21 (53.85%) Data Science
5 18 (46.15%) Apache Spark
5 18 (46.15%) Hadoop
5 18 (46.15%) PhD
5 18 (46.15%) Mathematics
6 17 (43.59%) C++
6 17 (43.59%) Apache Hive
6 17 (43.59%) Amazon AWS
7 16 (41.03%) Data Analysis
7 16 (41.03%) Keras
8 15 (38.46%) scikit-learn
8 15 (38.46%) Caffe
8 15 (38.46%) Natural Language Processing
9 14 (35.90%) MLlib
10 13 (33.33%) Pandas
10 13 (33.33%) SciPy
11 12 (30.77%) Visualisation
11 12 (30.77%) Parallel Programming
11 12 (30.77%) Tableau
11 12 (30.77%) HBase
11 12 (30.77%) Robotics
11 12 (30.77%) Electronics
11 12 (30.77%) PySpark
12 11 (28.21%) QlikView
12 11 (28.21%) Text Mining

Theano
Co-occurring IT Skills in 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 18 (46.15%) Apache Spark
2 3 (7.69%) Apache Pig
3 1 (2.56%) Apache
3 1 (2.56%) Elasticsearch
3 1 (2.56%) IPython
3 1 (2.56%) SAS
Applications
1 1 (2.56%) Chatbot
1 1 (2.56%) SPSS
Cloud Services
1 17 (43.59%) Amazon AWS
2 2 (5.13%) Google Cloud Platform
2 2 (5.13%) IaaS
2 2 (5.13%) Microsoft Azure
2 2 (5.13%) SaaS
3 1 (2.56%) Amazon EMR
Database & Business Intelligence
1 18 (46.15%) Hadoop
2 17 (43.59%) Apache Hive
3 12 (30.77%) HBase
4 11 (28.21%) QlikView
4 11 (28.21%) Text Mining
5 7 (17.95%) Big Data
6 3 (7.69%) NoSQL
6 3 (7.69%) Relational Database
7 1 (2.56%) Apache Cassandra
7 1 (2.56%) Data Lake
7 1 (2.56%) DB2
7 1 (2.56%) KDB
7 1 (2.56%) Kdb+
7 1 (2.56%) MongoDB
7 1 (2.56%) MySQL
7 1 (2.56%) PostgreSQL
7 1 (2.56%) Spotfire
7 1 (2.56%) SQL Server
Development Applications
1 2 (5.13%) Git (software)
1 2 (5.13%) Jenkins
2 1 (2.56%) Maven
2 1 (2.56%) Robot Framework
2 1 (2.56%) Subversion
2 1 (2.56%) Visual Studio
2 1 (2.56%) Visual Studio Team System
General
1 12 (30.77%) Electronics
2 6 (15.38%) Finance
3 3 (7.69%) Marketing
4 2 (5.13%) Advertising
4 2 (5.13%) Retail
5 1 (2.56%) Automotive
5 1 (2.56%) Banking
5 1 (2.56%) Games
5 1 (2.56%) Investment Banking
Job Titles
1 19 (48.72%) Data Scientist
2 15 (38.46%) Senior Data Scientist
3 13 (33.33%) Machine Learning Scientist
4 6 (15.38%) Machine Learning Engineer
5 4 (10.26%) Python Engineer
6 3 (7.69%) Developer
7 2 (5.13%) AWS Developer
7 2 (5.13%) Python Developer
7 2 (5.13%) Python Software Engineer
7 2 (5.13%) Research Scientist
7 2 (5.13%) Software Engineer
8 1 (2.56%) Big Data Engineer
8 1 (2.56%) Computer Scientist
8 1 (2.56%) Computer Vision Scientist
8 1 (2.56%) Data Engineer
8 1 (2.56%) KDB Developer
8 1 (2.56%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 39 (100.00%) TensorFlow
2 26 (66.67%) NumPy
3 16 (41.03%) Keras
4 15 (38.46%) Caffe
4 15 (38.46%) Natural Language Processing
4 15 (38.46%) scikit-learn
5 14 (35.90%) MLlib
6 13 (33.33%) Pandas
6 13 (33.33%) SciPy
7 12 (30.77%) PySpark
8 6 (15.38%) Torch
9 3 (7.69%) MXNet
10 2 (5.13%) RHadoop
10 2 (5.13%) Velocity
11 1 (2.56%) FIX Protocol
11 1 (2.56%) JMS
11 1 (2.56%) Kafka
11 1 (2.56%) Middleware
11 1 (2.56%) Rendezvous
11 1 (2.56%) ZeroMQ
Miscellaneous
1 12 (30.77%) Robotics
2 8 (20.51%) Algorithms
3 3 (7.69%) Analytical Skills
4 2 (5.13%) Digital Media
5 1 (2.56%) CUDA
5 1 (2.56%) Derivative
5 1 (2.56%) Equities
5 1 (2.56%) Fixed Income
5 1 (2.56%) Grid Computing
5 1 (2.56%) Self-Motivation
Operating Systems
1 2 (5.13%) CoreOS
Processes & Methodologies
1 39 (100.00%) Machine Learning
2 34 (87.18%) Deep Learning
3 21 (53.85%) Data Science
4 18 (46.15%) Mathematics
5 16 (41.03%) Data Analysis
6 12 (30.77%) Parallel Programming
6 12 (30.77%) Visualisation
7 11 (28.21%) Cybersecurity
7 11 (28.21%) Data Visualisation
8 10 (25.64%) Artificial Intelligence
9 8 (20.51%) Analytics
10 7 (17.95%) Statistics
11 5 (12.82%) Physics
11 5 (12.82%) Statistical Modelling
12 4 (10.26%) Computer Science
12 4 (10.26%) Data Modelling
12 4 (10.26%) DevOps
12 4 (10.26%) Neural Network
13 3 (7.69%) Digital Marketing
13 3 (7.69%) Software Engineering
Programming Languages
1 39 (100.00%) Python
2 17 (43.59%) C++
3 8 (20.51%) SQL
4 5 (12.82%) C
4 5 (12.82%) Scala
5 4 (10.26%) Java
5 4 (10.26%) R
6 2 (5.13%) C#
6 2 (5.13%) MATLAB
6 2 (5.13%) Rust
7 1 (2.56%) JavaScript
Qualifications
1 18 (46.15%) PhD
2 7 (17.95%) Degree
3 4 (10.26%) Master's Degree
4 3 (7.69%) Numerate Degree
System Software
1 11 (28.21%) HDFS
2 4 (10.26%) Docker
3 1 (2.56%) Apache Flume
Systems Management
1 3 (7.69%) Kubernetes
2 2 (5.13%) Mesos
Vendors
1 12 (30.77%) Tableau
2 3 (7.69%) Microsoft
3 2 (5.13%) Google
4 1 (2.56%) Alteryx
4 1 (2.56%) Cloudera
4 1 (2.56%) Hortonworks
4 1 (2.56%) Informatica
4 1 (2.56%) Oracle
4 1 (2.56%) Sybase
4 1 (2.56%) Talend
4 1 (2.56%) TIBCO