Period
to 20 May 2019

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 20 May 2019 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
20 May 2019
Same period 2018 Same period 2017
Rank 575 615 -
Rank change year-on-year +40 - +598
Contract jobs citing Theano 16 17 0
As % of all contract IT jobs advertised in London 0.040% 0.037% -
As % of the Libraries, Frameworks & Software Standards category 0.11% 0.10% -
Number of daily rates quoted 10 13 0
London median daily rate £550 £563 -
Median daily rate % change year-on-year -2.22% - -
England median daily rate £550 £600 -
% change year-on-year -8.33% - -
Number of hourly rates quoted 2 0 0
London median hourly rate £53.75 - -
England median hourly rate £53.75 - -

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 14,912 16,641 13,944
As % of all contract IT jobs advertised in London 36.96% 36.44% 35.15%
Number of daily rates quoted 11,114 12,721 10,398
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +4.17%
10th Percentile £375 £363 £329
90th Percentile £675 £650 £638
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 73 116 86
London median hourly rate £42.50 £44.21 £44.50
Median hourly rate % change year-on-year -3.86% -0.66% +4.71%
10th Percentile £27.50 £20.98 £19.50
90th Percentile £63.75 £65.00 £57.50
England median hourly rate £43.00 £42.50 £41.00
% change year-on-year +1.18% +3.66% +7.89%

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 20 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +19 3 £600 +6.67% 1
East London -17 3 - -
Theano
England

For the 6 months to 20 May 2019, 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%) Python
1 16 (100.00%) TensorFlow
2 15 (93.75%) Deep Learning
2 15 (93.75%) Apache Spark
2 15 (93.75%) Algorithms
2 15 (93.75%) Data Science
2 15 (93.75%) SQL
2 15 (93.75%) Hadoop
3 14 (87.50%) Machine Learning
3 14 (87.50%) Torch
4 13 (81.25%) Hortonworks
4 13 (81.25%) Cloudera
4 13 (81.25%) Amazon EMR
4 13 (81.25%) MLlib
4 13 (81.25%) Big Data
4 13 (81.25%) Amazon AWS
4 13 (81.25%) Apache Hive
5 12 (75.00%) Statistical Modelling
5 12 (75.00%) Software Engineering
5 12 (75.00%) Analytics
5 12 (75.00%) Performance Optimisation
5 12 (75.00%) Code Optimisation
5 12 (75.00%) Analytical Skills
6 10 (62.50%) PySpark
6 10 (62.50%) Relational Database
6 10 (62.50%) Predictive Analytics
7 9 (56.25%) PhD
8 8 (50.00%) Statistics
8 8 (50.00%) Degree
8 8 (50.00%) Master's Degree

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 15 (93.75%) Apache Spark
2 2 (12.50%) SAS
2 2 (12.50%) SharePoint
Cloud Services
1 13 (81.25%) Amazon AWS
1 13 (81.25%) Amazon EMR
Database & Business Intelligence
1 15 (93.75%) Hadoop
2 13 (81.25%) Apache Hive
2 13 (81.25%) Big Data
3 10 (62.50%) Relational Database
4 3 (18.75%) NoSQL
General
1 2 (12.50%) Finance
1 2 (12.50%) Marketing
1 2 (12.50%) Retail
2 1 (6.25%) Banking
2 1 (6.25%) Electronics
Job Titles
1 15 (93.75%) Data Scientist
2 3 (18.75%) Research Scientist
3 1 (6.25%) Consultant
3 1 (6.25%) Data Consultant
3 1 (6.25%) Machine Learning Engineer
3 1 (6.25%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 16 (100.00%) TensorFlow
2 14 (87.50%) Torch
3 13 (81.25%) MLlib
4 10 (62.50%) PySpark
5 3 (18.75%) Keras
6 2 (12.50%) Caffe
Miscellaneous
1 15 (93.75%) Algorithms
2 12 (75.00%) Analytical Skills
3 1 (6.25%) User Experience
Processes & Methodologies
1 15 (93.75%) Data Science
1 15 (93.75%) Deep Learning
2 14 (87.50%) Machine Learning
3 12 (75.00%) Analytics
3 12 (75.00%) Code Optimisation
3 12 (75.00%) Performance Optimisation
3 12 (75.00%) Software Engineering
3 12 (75.00%) Statistical Modelling
4 10 (62.50%) Predictive Analytics
5 8 (50.00%) Statistics
6 7 (43.75%) Agile Software Development
7 6 (37.50%) Data Analysis
8 3 (18.75%) Market Research
8 3 (18.75%) Mathematics
9 2 (12.50%) Computer Science
9 2 (12.50%) Creative Problem-Solving
9 2 (12.50%) Econometrics
9 2 (12.50%) ETL
9 2 (12.50%) Operations Research
9 2 (12.50%) Problem-Solving
Programming Languages
1 16 (100.00%) Python
2 15 (93.75%) SQL
3 2 (12.50%) MATLAB
3 2 (12.50%) R
3 2 (12.50%) Scala
4 1 (6.25%) C++
Qualifications
1 9 (56.25%) PhD
2 8 (50.00%) Degree
2 8 (50.00%) Master's Degree
Vendors
1 13 (81.25%) Cloudera
1 13 (81.25%) Hortonworks
2 2 (12.50%) Google
2 2 (12.50%) Microsoft
2 2 (12.50%) Oracle