Period
to 19 October 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 19 October 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 610 595 626
Rank change year-on-year -15 +31 -
Contract jobs citing Theano 16 25 1
As % of all contract IT jobs advertised in London 0.035% 0.056% 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.088% 0.15% 0.006%
Number of daily rates quoted 8 20 1
London median daily rate £575 £575 £550
Median daily rate % change year-on-year - +4.55% -
10th Percentile £514 £438 £525
90th Percentile £646 £625 £575
England median daily rate £575 £569 £550
% change year-on-year +1.10% +3.41% -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

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 18,152 16,679 15,430
As % of all contract IT jobs advertised in London 39.37% 37.03% 34.55%
Number of daily rates quoted 13,651 12,663 11,557
London median daily rate £525 £500 £450
Median daily rate % change year-on-year +5.00% +11.11% -
10th Percentile £375 £350 £313
90th Percentile £675 £650 £625
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +4.94%
Number of hourly rates quoted 82 85 68
London median hourly rate £43.50 £30.75 £42.50
Median hourly rate % change year-on-year +41.46% -27.65% +21.43%
10th Percentile £19.34 £18.20 £19.00
90th Percentile £72.45 £49.50 £82.93
England median hourly rate £41.57 £40.00 £37.50
% change year-on-year +3.93% +6.67% +0.68%

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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East London -26 5 £575 -4.17% 1
Central London -26 3 - - 2
Theano
England

For the 6 months to 19 October 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 16 (100.00%) TensorFlow
2 15 (93.75%) Machine Learning
3 14 (87.50%) Analytics
3 14 (87.50%) Data Science
4 12 (75.00%) Python
4 12 (75.00%) Finance
5 11 (68.75%) Apache Spark
5 11 (68.75%) Hadoop
5 11 (68.75%) Caffe
6 9 (56.25%) Amazon AWS
6 9 (56.25%) Deep Learning
6 9 (56.25%) Agile Software Development
7 8 (50.00%) Microsoft
7 8 (50.00%) Algorithms
8 7 (43.75%) Microsoft Azure
8 7 (43.75%) PhD
8 7 (43.75%) SQL
8 7 (43.75%) Oracle
8 7 (43.75%) Keras
9 6 (37.50%) Artificial Intelligence
9 6 (37.50%) Mathematics
9 6 (37.50%) Computer Science
9 6 (37.50%) Apache Hive
10 5 (31.25%) R
10 5 (31.25%) Scala
10 5 (31.25%) Big Data
10 5 (31.25%) Jenkins
10 5 (31.25%) Docker
10 5 (31.25%) Degree
10 5 (31.25%) Git (software)

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 11 (68.75%) Apache Spark
2 5 (31.25%) SAS
2 5 (31.25%) SharePoint
3 3 (18.75%) Apache Pig
Business Applications
1 3 (18.75%) SAP MM
1 3 (18.75%) SAP Oil and Gas
1 3 (18.75%) SAP R/3
Cloud Services
1 9 (56.25%) Amazon AWS
2 7 (43.75%) Microsoft Azure
3 2 (12.50%) Amazon EMR
3 2 (12.50%) Google Cloud Platform
4 1 (6.25%) Cloud Computing
Database & Business Intelligence
1 11 (68.75%) Hadoop
2 6 (37.50%) Apache Hive
3 5 (31.25%) Big Data
4 4 (25.00%) HBase
5 3 (18.75%) Apache Cassandra
5 3 (18.75%) MongoDB
5 3 (18.75%) NoSQL
5 3 (18.75%) SAP HANA
6 2 (12.50%) DB2
6 2 (12.50%) KDB
6 2 (12.50%) Kdb+
6 2 (12.50%) Relational Database
7 1 (6.25%) QlikView
7 1 (6.25%) Text Mining
Development Applications
1 5 (31.25%) Git (software)
1 5 (31.25%) Jenkins
2 3 (18.75%) LSMW
2 3 (18.75%) Visual Studio
2 3 (18.75%) Visual Studio Team System
3 2 (12.50%) Maven
3 2 (12.50%) Robot Framework
General
1 12 (75.00%) Finance
2 3 (18.75%) Manufacturing
2 3 (18.75%) Marketing
3 1 (6.25%) Aerospace
3 1 (6.25%) Banking
Job Titles
1 9 (56.25%) Data Scientist
2 3 (18.75%) Data Engineer
2 3 (18.75%) Senior Data Engineer
3 2 (12.50%) Developer
3 2 (12.50%) KDB Developer
3 2 (12.50%) SAP Engineer
4 1 (6.25%) Big Data Consultant
4 1 (6.25%) Big Data Engineer
4 1 (6.25%) Consultant
4 1 (6.25%) Data Consultant
4 1 (6.25%) DevOps Engineer
4 1 (6.25%) Graduate
4 1 (6.25%) Junior
4 1 (6.25%) Lead DevOps
4 1 (6.25%) Machine Learning Developer
4 1 (6.25%) SAP Consultant
4 1 (6.25%) SAP Data Consultant
4 1 (6.25%) SAP Logistics Consultant
4 1 (6.25%) Senior Data Scientist
4 1 (6.25%) Senior Developer
Libraries, Frameworks & Software Standards
1 16 (100.00%) TensorFlow
2 11 (68.75%) Caffe
3 7 (43.75%) Keras
4 3 (18.75%) CNTK
4 3 (18.75%) Kafka
4 3 (18.75%) MLlib
4 3 (18.75%) MXNet
4 3 (18.75%) NumPy
4 3 (18.75%) SAPUI5
4 3 (18.75%) scikit-learn
4 3 (18.75%) SciPy
4 3 (18.75%) Torch
5 2 (12.50%) FIX Protocol
5 2 (12.50%) JMS
5 2 (12.50%) Middleware
5 2 (12.50%) Node.js
5 2 (12.50%) Rendezvous
5 2 (12.50%) Ultra Messaging
5 2 (12.50%) Velocity
5 2 (12.50%) ZeroMQ
Miscellaneous
1 8 (50.00%) Algorithms
2 6 (37.50%) Computer Science
3 3 (18.75%) Data Structures
4 2 (12.50%) Analytical Skills
4 2 (12.50%) Derivative
4 2 (12.50%) Equities
4 2 (12.50%) Self-Motivation
5 1 (6.25%) Fixed Income
5 1 (6.25%) GPGPU
5 1 (6.25%) RIA
5 1 (6.25%) Robotics
Processes & Methodologies
1 15 (93.75%) Machine Learning
2 14 (87.50%) Analytics
2 14 (87.50%) Data Science
3 9 (56.25%) Agile Software Development
3 9 (56.25%) Deep Learning
4 6 (37.50%) Artificial Intelligence
4 6 (37.50%) Mathematics
5 5 (31.25%) Creative Problem-Solving
5 5 (31.25%) ETL
5 5 (31.25%) Operations Research
5 5 (31.25%) Problem-Solving
5 5 (31.25%) Statistics
6 4 (25.00%) MapReduce
7 3 (18.75%) Data Conversion
7 3 (18.75%) ERP
7 3 (18.75%) Software Deployment
7 3 (18.75%) Stakeholder Management
8 2 (12.50%) Logistics
8 2 (12.50%) Multithreading
8 2 (12.50%) Software Engineering
Programming Languages
1 12 (75.00%) Python
2 7 (43.75%) SQL
3 5 (31.25%) MATLAB
3 5 (31.25%) R
3 5 (31.25%) Scala
4 4 (25.00%) C
4 4 (25.00%) Java
5 3 (18.75%) C++
6 2 (12.50%) Go
6 2 (12.50%) Ruby
Qualifications
1 7 (43.75%) PhD
2 5 (31.25%) Degree
2 5 (31.25%) Master's Degree
System Software
1 5 (31.25%) Docker
2 3 (18.75%) Apache Flume
3 1 (6.25%) HDFS
Systems Management
1 4 (25.00%) Kubernetes
2 2 (12.50%) Ansible
2 2 (12.50%) Opscode Chef
2 2 (12.50%) Puppet
2 2 (12.50%) Terraform
Vendors
1 8 (50.00%) Microsoft
2 7 (43.75%) Oracle
3 5 (31.25%) Google
4 3 (18.75%) SAP
4 3 (18.75%) Talend
5 2 (12.50%) Cloudera
5 2 (12.50%) Hortonworks
5 2 (12.50%) Informatica
5 2 (12.50%) Sybase
5 2 (12.50%) TIBCO
6 1 (6.25%) Tableau