Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Theano
England > London
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 762 816 869
Rank change year-on-year +54 +53 -
Permanent jobs citing Theano 54 36 16
As % of all permanent IT jobs advertised in London 0.079% 0.048% 0.020%
As % of the Libraries, Frameworks & Software Standards category 0.19% 0.12% 0.050%
Number of salaries quoted 51 35 16
London median annual salary £90,000 £70,000 £67,500
Median salary % change year-on-year +28.57% +3.70% -
10th Percentile £57,500 £48,000 £43,750
90th Percentile £97,500 £90,000 £85,000
England median annual salary £90,000 £67,500 £67,500
% change year-on-year +33.33% - -

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 28,249 29,413 32,171
As % of all permanent IT jobs advertised in London 41.30% 39.27% 40.72%
Number of salaries quoted 23,079 23,827 28,369
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 £36,250 £35,000
90th Percentile £95,000 £90,000 £85,000
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +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 22 September 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 22 September 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 - 22 £95,000 -
Central London -16 5 £70,000 -22.22% 1
Theano
England

For the 6 months to 22 September 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 54 (100.00%) TensorFlow
2 53 (98.15%) Python
2 53 (98.15%) Machine Learning
3 45 (83.33%) Data Science
4 44 (81.48%) Deep Learning
5 40 (74.07%) Apache Spark
6 39 (72.22%) Hadoop
7 35 (64.81%) NumPy
7 35 (64.81%) Apache Hive
8 32 (59.26%) Natural Language Processing
9 31 (57.41%) scikit-learn
10 30 (55.56%) SciPy
10 30 (55.56%) Data Analysis
11 29 (53.70%) MLlib
12 28 (51.85%) Pandas
13 27 (50.00%) Visualisation
13 27 (50.00%) HBase
14 25 (46.30%) Tableau
15 24 (44.44%) Data Visualisation
15 24 (44.44%) QlikView
15 24 (44.44%) Text Mining
15 24 (44.44%) HDFS
15 24 (44.44%) PySpark
16 22 (40.74%) Cybersecurity
17 17 (31.48%) Analytics
18 15 (27.78%) Mathematics
18 15 (27.78%) Amazon AWS
18 15 (27.78%) Artificial Intelligence
19 14 (25.93%) Finance
19 14 (25.93%) SQL

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 40 (74.07%) Apache Spark
2 9 (16.67%) Apache Pig
3 3 (5.56%) Apache
4 1 (1.85%) Elasticsearch
4 1 (1.85%) IPython
4 1 (1.85%) SAS
Applications
1 1 (1.85%) SPSS
Cloud Services
1 15 (27.78%) Amazon AWS
2 7 (12.96%) Microsoft Azure
3 2 (3.70%) Cloud Computing
3 2 (3.70%) Google Cloud Platform
3 2 (3.70%) IaaS
3 2 (3.70%) SaaS
Database & Business Intelligence
1 39 (72.22%) Hadoop
2 35 (64.81%) Apache Hive
3 27 (50.00%) HBase
4 24 (44.44%) QlikView
4 24 (44.44%) Text Mining
5 14 (25.93%) Big Data
6 10 (18.52%) NoSQL
7 4 (7.41%) Apache Cassandra
7 4 (7.41%) MongoDB
8 3 (5.56%) Data Lake
8 3 (5.56%) MySQL
8 3 (5.56%) PostgreSQL
8 3 (5.56%) Spotfire
8 3 (5.56%) SQL Server
9 2 (3.70%) DB2
9 2 (3.70%) KDB
9 2 (3.70%) Kdb+
9 2 (3.70%) Relational Database
10 1 (1.85%) Data Mining
10 1 (1.85%) Data Warehouse
Development Applications
1 5 (9.26%) Git (software)
1 5 (9.26%) Jenkins
2 3 (5.56%) Subversion
2 3 (5.56%) Visual Studio
2 3 (5.56%) Visual Studio Team System
3 2 (3.70%) Maven
3 2 (3.70%) Robot Framework
4 1 (1.85%) RStudio
General
1 14 (25.93%) Finance
2 6 (11.11%) Marketing
3 5 (9.26%) Electronics
3 5 (9.26%) Retail
4 2 (3.70%) Advertising
4 2 (3.70%) Banking
5 1 (1.85%) Aerospace
5 1 (1.85%) Automotive
5 1 (1.85%) Investment Banking
Job Titles
1 37 (68.52%) Data Scientist
2 30 (55.56%) Senior Data Scientist
3 24 (44.44%) Machine Learning Scientist
4 4 (7.41%) Data Engineer
4 4 (7.41%) Machine Learning Engineer
5 3 (5.56%) Big Data Engineer
5 3 (5.56%) Developer
5 3 (5.56%) Python Engineer
6 2 (3.70%) AWS Developer
6 2 (3.70%) Python Developer
6 2 (3.70%) Python Software Engineer
6 2 (3.70%) Software Engineer
7 1 (1.85%) Analytics Consultant
7 1 (1.85%) Computer Scientist
7 1 (1.85%) Computer Vision Scientist
7 1 (1.85%) Data Science Consultant
7 1 (1.85%) KDB Developer
7 1 (1.85%) Machine Learning Developer
7 1 (1.85%) Research Scientist
7 1 (1.85%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 54 (100.00%) TensorFlow
2 35 (64.81%) NumPy
3 32 (59.26%) Natural Language Processing
4 31 (57.41%) scikit-learn
5 30 (55.56%) SciPy
6 29 (53.70%) MLlib
7 28 (51.85%) Pandas
8 24 (44.44%) PySpark
9 10 (18.52%) Keras
10 8 (14.81%) MXNet
11 6 (11.11%) Torch
12 5 (9.26%) RHadoop
12 5 (9.26%) Velocity
13 3 (5.56%) CNTK
13 3 (5.56%) Kafka
14 2 (3.70%) JMS
14 2 (3.70%) Middleware
14 2 (3.70%) Rendezvous
14 2 (3.70%) Ultra Messaging
14 2 (3.70%) ZeroMQ
Miscellaneous
1 12 (22.22%) Algorithms
2 10 (18.52%) Computer Science
3 5 (9.26%) Digital Media
3 5 (9.26%) Robotics
4 3 (5.56%) Analytical Skills
5 2 (3.70%) Derivative
5 2 (3.70%) Equities
5 2 (3.70%) Self-Motivation
6 1 (1.85%) Fixed Income
6 1 (1.85%) GPGPU
6 1 (1.85%) Greenfield Project
6 1 (1.85%) Grid Computing
Operating Systems
1 2 (3.70%) CoreOS
Processes & Methodologies
1 53 (98.15%) Machine Learning
2 45 (83.33%) Data Science
3 44 (81.48%) Deep Learning
4 30 (55.56%) Data Analysis
5 27 (50.00%) Visualisation
6 24 (44.44%) Data Visualisation
7 22 (40.74%) Cybersecurity
8 17 (31.48%) Analytics
9 15 (27.78%) Artificial Intelligence
9 15 (27.78%) Mathematics
10 10 (18.52%) Statistics
11 8 (14.81%) Physics
11 8 (14.81%) Statistical Modelling
12 7 (12.96%) Data Modelling
12 7 (12.96%) Presales
13 6 (11.11%) Data Engineering
14 5 (9.26%) Applied Mathematics
14 5 (9.26%) Business Analysis
14 5 (9.26%) DevOps
14 5 (9.26%) Digital Marketing
Programming Languages
1 53 (98.15%) Python
2 14 (25.93%) SQL
3 11 (20.37%) C
3 11 (20.37%) C++
3 11 (20.37%) Scala
4 9 (16.67%) R
5 8 (14.81%) Java
6 5 (9.26%) C#
7 3 (5.56%) JavaScript
8 2 (3.70%) MATLAB
8 2 (3.70%) Rust
Qualifications
1 13 (24.07%) Degree
1 13 (24.07%) PhD
2 5 (9.26%) Master's Degree
3 3 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.85%) QA
System Software
1 24 (44.44%) HDFS
2 6 (11.11%) Docker
3 3 (5.56%) Apache Flume
Systems Management
1 4 (7.41%) Kubernetes
2 2 (3.70%) Mesos
Vendors
1 25 (46.30%) Tableau
2 9 (16.67%) Microsoft
3 3 (5.56%) Alteryx
3 3 (5.56%) Google
3 3 (5.56%) Talend
4 2 (3.70%) Informatica
4 2 (3.70%) Oracle
4 2 (3.70%) Sybase
4 2 (3.70%) TIBCO