Period
to 16 November 2018

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 16 November 2018 with a comparison to the same period in the previous 2 years.

Theano
England > London
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 759 810 853
Rank change year-on-year +51 +43 -
Permanent jobs citing Theano 52 41 10
As % of all permanent IT jobs advertised in London 0.077% 0.054% 0.013%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.14% 0.033%
Number of salaries quoted 49 40 10
London median annual salary £75,000 £65,000 £70,000
Median salary % change year-on-year +15.38% -7.14% -
10th Percentile £57,250 £47,250 £65,000
90th Percentile £97,500 £90,000 £86,500
England median annual salary £75,000 £63,750 £70,000
% change year-on-year +17.65% -8.93% -

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 27,463 29,421 30,658
As % of all permanent IT jobs advertised in London 40.84% 38.94% 40.21%
Number of salaries quoted 22,607 23,957 27,000
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,500 £36,538 £35,000
90th Percentile £95,000 £90,000 £86,250
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 16 November 2018.

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 16 November 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
East London - 17 £95,000 - 1
Central London +4 5 £70,000 +3.70% 5
Theano
England

For the 6 months to 16 November 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 London region with a requirement for Theano.

1 52 (100.00%) TensorFlow
2 51 (98.08%) Python
2 51 (98.08%) Machine Learning
3 43 (82.69%) Deep Learning
4 37 (71.15%) Data Science
5 32 (61.54%) Apache Spark
5 32 (61.54%) NumPy
6 31 (59.62%) Hadoop
7 30 (57.69%) Apache Hive
8 26 (50.00%) Data Analysis
9 24 (46.15%) MLlib
9 24 (46.15%) Natural Language Processing
10 23 (44.23%) scikit-learn
11 22 (42.31%) SciPy
12 21 (40.38%) Visualisation
12 21 (40.38%) HBase
13 20 (38.46%) Mathematics
13 20 (38.46%) PhD
13 20 (38.46%) Pandas
14 19 (36.54%) PySpark
14 19 (36.54%) Amazon AWS
14 19 (36.54%) Tableau
15 18 (34.62%) Data Visualisation
15 18 (34.62%) QlikView
15 18 (34.62%) C++
15 18 (34.62%) Text Mining
15 18 (34.62%) HDFS
16 17 (32.69%) Cybersecurity
16 17 (32.69%) Analytics
17 16 (30.77%) Caffe

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 32 (61.54%) Apache Spark
2 9 (17.31%) Apache Pig
3 3 (5.77%) Apache
4 1 (1.92%) Elasticsearch
4 1 (1.92%) IPython
4 1 (1.92%) SAS
Applications
1 1 (1.92%) SPSS
Cloud Services
1 19 (36.54%) Amazon AWS
2 6 (11.54%) Microsoft Azure
3 2 (3.85%) Google Cloud Platform
3 2 (3.85%) IaaS
3 2 (3.85%) SaaS
4 1 (1.92%) Amazon EMR
4 1 (1.92%) Cloud Computing
Database & Business Intelligence
1 31 (59.62%) Hadoop
2 30 (57.69%) Apache Hive
3 21 (40.38%) HBase
4 18 (34.62%) QlikView
4 18 (34.62%) Text Mining
5 13 (25.00%) Big Data
6 9 (17.31%) NoSQL
7 4 (7.69%) Apache Cassandra
7 4 (7.69%) MongoDB
8 3 (5.77%) Data Lake
8 3 (5.77%) MySQL
8 3 (5.77%) PostgreSQL
8 3 (5.77%) Relational Database
8 3 (5.77%) Spotfire
8 3 (5.77%) SQL Server
9 2 (3.85%) DB2
9 2 (3.85%) KDB
9 2 (3.85%) Kdb+
10 1 (1.92%) Cosmos DB
10 1 (1.92%) Data Warehouse
Development Applications
1 5 (9.62%) Git (software)
1 5 (9.62%) Jenkins
2 3 (5.77%) Subversion
2 3 (5.77%) Visual Studio
2 3 (5.77%) Visual Studio Team System
3 2 (3.85%) Maven
3 2 (3.85%) Robot Framework
General
1 14 (26.92%) Finance
2 10 (19.23%) Electronics
3 5 (9.62%) Marketing
3 5 (9.62%) Retail
4 2 (3.85%) Advertising
4 2 (3.85%) Banking
5 1 (1.92%) Aerospace
5 1 (1.92%) Automotive
5 1 (1.92%) Investment Banking
Job Titles
1 30 (57.69%) Data Scientist
2 26 (50.00%) Senior Data Scientist
3 20 (38.46%) Machine Learning Scientist
4 7 (13.46%) Machine Learning Engineer
5 4 (7.69%) Data Engineer
5 4 (7.69%) Python Engineer
6 3 (5.77%) Big Data Engineer
6 3 (5.77%) Developer
7 2 (3.85%) AWS Developer
7 2 (3.85%) Python Developer
7 2 (3.85%) Python Software Engineer
7 2 (3.85%) Software Engineer
8 1 (1.92%) Analytics Consultant
8 1 (1.92%) Computer Scientist
8 1 (1.92%) Computer Vision Scientist
8 1 (1.92%) Data Science Consultant
8 1 (1.92%) KDB Developer
8 1 (1.92%) Machine Learning Developer
8 1 (1.92%) Research Scientist
8 1 (1.92%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 52 (100.00%) TensorFlow
2 32 (61.54%) NumPy
3 24 (46.15%) MLlib
3 24 (46.15%) Natural Language Processing
4 23 (44.23%) scikit-learn
5 22 (42.31%) SciPy
6 20 (38.46%) Pandas
7 19 (36.54%) PySpark
8 16 (30.77%) Caffe
9 14 (26.92%) Keras
10 8 (15.38%) MXNet
11 5 (9.62%) RHadoop
11 5 (9.62%) Torch
11 5 (9.62%) Velocity
12 3 (5.77%) CNTK
12 3 (5.77%) Kafka
13 2 (3.85%) JMS
13 2 (3.85%) Rendezvous
13 2 (3.85%) Ultra Messaging
13 2 (3.85%) ZeroMQ
Miscellaneous
1 12 (23.08%) Algorithms
2 10 (19.23%) Robotics
3 9 (17.31%) Computer Science
4 5 (9.62%) Digital Media
5 3 (5.77%) Analytical Skills
6 2 (3.85%) Derivative
6 2 (3.85%) Equities
6 2 (3.85%) Self-Motivation
7 1 (1.92%) Fixed Income
7 1 (1.92%) GPGPU
7 1 (1.92%) Grid Computing
Operating Systems
1 2 (3.85%) CoreOS
Processes & Methodologies
1 51 (98.08%) Machine Learning
2 43 (82.69%) Deep Learning
3 37 (71.15%) Data Science
4 26 (50.00%) Data Analysis
5 21 (40.38%) Visualisation
6 20 (38.46%) Mathematics
7 18 (34.62%) Data Visualisation
8 17 (32.69%) Analytics
8 17 (32.69%) Cybersecurity
9 14 (26.92%) Artificial Intelligence
10 11 (21.15%) Statistics
11 10 (19.23%) Parallel Programming
12 8 (15.38%) Physics
12 8 (15.38%) Statistical Modelling
13 7 (13.46%) Data Modelling
13 7 (13.46%) Presales
14 5 (9.62%) Applied Mathematics
14 5 (9.62%) Business Analysis
14 5 (9.62%) Digital Marketing
15 4 (7.69%) Neural Network
Programming Languages
1 51 (98.08%) Python
2 18 (34.62%) C++
3 14 (26.92%) SQL
4 11 (21.15%) C
5 9 (17.31%) Scala
6 8 (15.38%) R
7 7 (13.46%) Java
8 5 (9.62%) C#
9 3 (5.77%) JavaScript
10 2 (3.85%) MATLAB
10 2 (3.85%) Rust
Qualifications
1 20 (38.46%) PhD
2 14 (26.92%) Degree
3 6 (11.54%) Master's Degree
4 3 (5.77%) Numerate Degree
System Software
1 18 (34.62%) HDFS
2 6 (11.54%) Docker
3 3 (5.77%) Apache Flume
Systems Management
1 4 (7.69%) Kubernetes
2 2 (3.85%) Mesos
Vendors
1 19 (36.54%) Tableau
2 9 (17.31%) Microsoft
3 3 (5.77%) Alteryx
3 3 (5.77%) Google
3 3 (5.77%) Talend
4 2 (3.85%) Informatica
4 2 (3.85%) Oracle
4 2 (3.85%) Sybase
4 2 (3.85%) TIBCO
5 1 (1.92%) Cloudera
5 1 (1.92%) Hortonworks