Period
to 9 December 2018

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Theano skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Theano over the 6 months to 9 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Theano
England > London
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 598 613 635
Rank change year-on-year +15 +22 -
Contract jobs citing Theano 36 30 1
As % of all contract IT jobs advertised in London 0.077% 0.064% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.20% 0.17% 0.006%
Number of daily rates quoted 17 24 1
London median daily rate £550 £575 £550
Median daily rate % change year-on-year -4.35% +4.55% -
10th Percentile £488 £453 £525
90th Percentile £644 £625 £575
England median daily rate £550 £575 £550
% change year-on-year -4.35% +4.55% -
Number of hourly rates quoted 1 0 0
London median hourly rate £55.00 - -
England median hourly rate £55.00 - -

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

All Software Libraries and Frameworks
London
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 18,230 17,437 15,544
As % of all contract IT jobs advertised in London 39.09% 37.00% 34.76%
Number of daily rates quoted 13,793 13,353 11,582
London median daily rate £525 £500 £470
Median daily rate % change year-on-year +5.00% +6.38% +4.44%
10th Percentile £370 £350 £320
90th Percentile £675 £650 £625
England median daily rate £475 £468 £425
% change year-on-year +1.60% +10.00% +2.41%
Number of hourly rates quoted 83 100 72
London median hourly rate £39.38 £30.19 £40.00
Median hourly rate % change year-on-year +30.45% -24.54% +14.29%
10th Percentile £20.91 £19.00 £19.23
90th Percentile £62.10 £47.83 £57.44
England median hourly rate £41.50 £40.00 £39.10
% change year-on-year +3.75% +2.30% +4.27%

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
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Theano in London.

Contractor daily rate trend for Theano in London

Theano
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Theano within the London region over the 6 months to 9 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East London -19 14 £575 -4.17%
Central London -11 6 £575 +15.00% 4
Theano
England

For the 6 months to 9 December 2018, IT contractor 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 contract job ads across the London region with a requirement for Theano.

1 36 (100.00%) TensorFlow
2 34 (94.44%) Data Science
3 33 (91.67%) Analytics
4 32 (88.89%) Python
5 30 (83.33%) Hadoop
5 30 (83.33%) Apache Spark
6 27 (75.00%) Algorithms
6 27 (75.00%) Deep Learning
6 27 (75.00%) SQL
7 26 (72.22%) Machine Learning
8 23 (63.89%) Agile Software Development
9 21 (58.33%) Finance
9 21 (58.33%) Amazon AWS
10 20 (55.56%) PhD
10 20 (55.56%) Caffe
11 19 (52.78%) Master's Degree
11 19 (52.78%) Statistics
11 19 (52.78%) Degree
12 17 (47.22%) Microsoft
12 17 (47.22%) Oracle
13 16 (44.44%) Apache Hive
13 16 (44.44%) Big Data
13 16 (44.44%) Keras
14 15 (41.67%) Computer Science
15 14 (38.89%) Mathematics
15 14 (38.89%) Operations Research
15 14 (38.89%) Google
15 14 (38.89%) SharePoint
15 14 (38.89%) ETL
15 14 (38.89%) SAS

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 30 (83.33%) Apache Spark
2 14 (38.89%) SAS
2 14 (38.89%) SharePoint
3 3 (8.33%) Apache Pig
Business Applications
1 3 (8.33%) SAP MM
1 3 (8.33%) SAP Oil and Gas
1 3 (8.33%) SAP R/3
Cloud Services
1 21 (58.33%) Amazon AWS
2 13 (36.11%) Amazon EMR
3 8 (22.22%) Microsoft Azure
4 2 (5.56%) Google Cloud Platform
Database & Business Intelligence
1 30 (83.33%) Hadoop
2 16 (44.44%) Apache Hive
2 16 (44.44%) Big Data
3 12 (33.33%) Relational Database
4 4 (11.11%) NoSQL
5 3 (8.33%) Apache Cassandra
5 3 (8.33%) DB2
5 3 (8.33%) HBase
5 3 (8.33%) KDB
5 3 (8.33%) Kdb+
5 3 (8.33%) MongoDB
5 3 (8.33%) SAP HANA
Development Applications
1 6 (16.67%) Git (software)
1 6 (16.67%) Jenkins
2 3 (8.33%) LSMW
2 3 (8.33%) Maven
2 3 (8.33%) Robot Framework
2 3 (8.33%) Visual Studio
2 3 (8.33%) Visual Studio Team System
General
1 21 (58.33%) Finance
2 7 (19.44%) Marketing
3 4 (11.11%) Retail
4 3 (8.33%) Banking
4 3 (8.33%) Manufacturing
Job Titles
1 28 (77.78%) Data Scientist
2 3 (8.33%) Data Engineer
2 3 (8.33%) Developer
2 3 (8.33%) KDB Developer
2 3 (8.33%) Research Scientist
2 3 (8.33%) Senior Data Engineer
3 2 (5.56%) Machine Learning Developer
3 2 (5.56%) SAP Engineer
3 2 (5.56%) Senior Data Scientist
4 1 (2.78%) Artificial Intelligence Engineer
4 1 (2.78%) Consultant
4 1 (2.78%) Data Science Consultant
4 1 (2.78%) Junior Data Scientist
4 1 (2.78%) Lead DevOps
4 1 (2.78%) Lead DevOps Engineer
4 1 (2.78%) Logistics Consultant
4 1 (2.78%) SAP Consultant
4 1 (2.78%) SAP Data Consultant
4 1 (2.78%) SAP Logistics Consultant
4 1 (2.78%) Senior Developer
Libraries, Frameworks & Software Standards
1 36 (100.00%) TensorFlow
2 20 (55.56%) Caffe
3 16 (44.44%) Keras
4 14 (38.89%) Torch
5 13 (36.11%) MLlib
6 11 (30.56%) PySpark
7 3 (8.33%) CNTK
7 3 (8.33%) FIX Protocol
7 3 (8.33%) JMS
7 3 (8.33%) Kafka
7 3 (8.33%) Middleware
7 3 (8.33%) MXNet
7 3 (8.33%) NumPy
7 3 (8.33%) Rendezvous
7 3 (8.33%) SAPUI5
7 3 (8.33%) scikit-learn
7 3 (8.33%) SciPy
7 3 (8.33%) Ultra Messaging
7 3 (8.33%) Velocity
7 3 (8.33%) ZeroMQ
Miscellaneous
1 27 (75.00%) Algorithms
2 12 (33.33%) Analytical Skills
3 3 (8.33%) Data Structures
3 3 (8.33%) Derivative
3 3 (8.33%) Equities
3 3 (8.33%) Self-Motivation
4 1 (2.78%) Fixed Income
4 1 (2.78%) RIA
4 1 (2.78%) Robotics
Processes & Methodologies
1 34 (94.44%) Data Science
2 33 (91.67%) Analytics
3 27 (75.00%) Deep Learning
4 26 (72.22%) Machine Learning
5 23 (63.89%) Agile Software Development
6 19 (52.78%) Statistics
7 15 (41.67%) Computer Science
8 14 (38.89%) Creative Problem-Solving
8 14 (38.89%) ETL
8 14 (38.89%) Mathematics
8 14 (38.89%) Operations Research
8 14 (38.89%) Problem-Solving
9 13 (36.11%) Code Optimisation
9 13 (36.11%) Performance Optimisation
9 13 (36.11%) Statistical Modelling
10 12 (33.33%) Predictive Analytics
10 12 (33.33%) Software Engineering
11 9 (25.00%) Artificial Intelligence
12 6 (16.67%) MapReduce
13 5 (13.89%) Data Analysis
Programming Languages
1 32 (88.89%) Python
2 27 (75.00%) SQL
3 14 (38.89%) MATLAB
3 14 (38.89%) R
3 14 (38.89%) Scala
4 5 (13.89%) C
4 5 (13.89%) Java
5 2 (5.56%) C++
5 2 (5.56%) Go
5 2 (5.56%) Ruby
Qualifications
1 20 (55.56%) PhD
2 19 (52.78%) Degree
2 19 (52.78%) Master's Degree
System Software
1 5 (13.89%) Docker
2 3 (8.33%) Apache Flume
Systems Management
1 5 (13.89%) Kubernetes
2 2 (5.56%) Ansible
2 2 (5.56%) Opscode Chef
2 2 (5.56%) Puppet
2 2 (5.56%) Terraform
Vendors
1 17 (47.22%) Microsoft
1 17 (47.22%) Oracle
2 14 (38.89%) Google
3 13 (36.11%) Cloudera
3 13 (36.11%) Hortonworks
4 3 (8.33%) Informatica
4 3 (8.33%) SAP
4 3 (8.33%) Sybase
4 3 (8.33%) Talend
4 3 (8.33%) TIBCO