Period
to 23 October 2018

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for TensorFlow skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited TensorFlow over the 6 months to 23 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.

Google TensorFlow
England > London
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 535 574 610
Rank change year-on-year +39 +36 -
Contract jobs citing TensorFlow 94 49 17
As % of all contract IT jobs advertised in London 0.20% 0.11% 0.038%
As % of the Libraries, Frameworks & Software Standards category 0.52% 0.29% 0.11%
Number of daily rates quoted 60 39 13
London median daily rate £550 £563 £488
Median daily rate % change year-on-year -2.22% +15.38% -
10th Percentile £436 £398 £444
90th Percentile £700 £638 £575
England median daily rate £550 £563 £488
% change year-on-year -2.22% +15.38% -
Number of hourly rates quoted 3 0 0
London median hourly rate £47.50 - -
England median hourly rate £47.50 - -

TensorFlow 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 18,182 16,881 15,295
As % of all contract IT jobs advertised in London 39.31% 37.10% 34.53%
Number of daily rates quoted 13,689 12,839 11,453
London median daily rate £525 £500 £455
Median daily rate % change year-on-year +5.00% +9.89% +1.11%
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% +4.56%
Number of hourly rates quoted 79 89 68
London median hourly rate £43.50 £29.62 £42.50
Median hourly rate % change year-on-year +46.86% -30.31% +25.00%
10th Percentile £19.93 £18.40 £19.00
90th Percentile £72.12 £49.00 £82.93
England median hourly rate £41.69 £40.00 £37.50
% change year-on-year +4.22% +6.67% +0.68%

TensorFlow
Job Vacancy Trend in London

Job postings citing TensorFlow as a percentage of all IT jobs advertised in London.

Job vacancy trend for TensorFlow in London

TensorFlow
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for TensorFlow in London

TensorFlow
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing TensorFlow in London over the 6 months to 23 October 2018.

Contractor daily rate histogram for TensorFlow in London

TensorFlow
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing TensorFlow in London.

Contractor hourly rate trend for TensorFlow in London

TensorFlow
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 TensorFlow within the London region over the 6 months to 23 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
Central London -2 24 £550 +33.33% 15
East London -11 14 £575 -4.17% 3
West London - 4 £475 - 3
TensorFlow
England

For the 6 months to 23 October 2018, IT contractor jobs citing TensorFlow 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 TensorFlow.

1 86 (91.49%) Python
2 78 (82.98%) Machine Learning
3 74 (78.72%) Data Science
4 51 (54.26%) Deep Learning
5 49 (52.13%) Algorithms
6 42 (44.68%) Keras
7 31 (32.98%) Analytics
7 31 (32.98%) Finance
8 29 (30.85%) Big Data
9 28 (29.79%) Apache Spark
9 28 (29.79%) Agile Software Development
10 27 (28.72%) PhD
10 27 (28.72%) Hadoop
11 26 (27.66%) Mathematics
12 25 (26.60%) Degree
13 23 (24.47%) Computer Science
14 22 (23.40%) R
14 22 (23.40%) Docker
14 22 (23.40%) Caffe
15 21 (22.34%) NumPy
16 20 (21.28%) scikit-learn
16 20 (21.28%) SQL
17 18 (19.15%) C++
17 18 (19.15%) Git (software)
17 18 (19.15%) Pandas
17 18 (19.15%) Analytical Skills
17 18 (19.15%) Problem-Solving
18 17 (18.09%) Master's Degree
18 17 (18.09%) Computer Vision
18 17 (18.09%) Flask

TensorFlow
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 28 (29.79%) Apache Spark
2 11 (11.70%) Elasticsearch
3 8 (8.51%) nginx
4 6 (6.38%) Jupyter
4 6 (6.38%) SAS
5 5 (5.32%) SharePoint
6 3 (3.19%) Apache Pig
6 3 (3.19%) Apache Solr
7 1 (1.06%) DNN
Applications
1 2 (2.13%) Chatbot
Business Applications
1 3 (3.19%) SAP MM
1 3 (3.19%) SAP Oil and Gas
1 3 (3.19%) SAP R/3
Cloud Services
1 16 (17.02%) Amazon AWS
1 16 (17.02%) Microsoft Azure
2 5 (5.32%) Google Cloud Platform
3 4 (4.26%) Cloud Computing
4 2 (2.13%) Amazon EMR
5 1 (1.06%) AdWords
5 1 (1.06%) Azure Data Factory
5 1 (1.06%) Cortana Intelligence Suite
5 1 (1.06%) PaaS
5 1 (1.06%) SaaS
Database & Business Intelligence
1 29 (30.85%) Big Data
2 27 (28.72%) Hadoop
3 13 (13.83%) Apache Hive
4 11 (11.70%) NoSQL
5 5 (5.32%) Power BI
5 5 (5.32%) Relational Database
6 4 (4.26%) HBase
7 3 (3.19%) Apache Cassandra
7 3 (3.19%) MongoDB
7 3 (3.19%) RDBMS
7 3 (3.19%) SAP HANA
7 3 (3.19%) SQL Server Integration Services
8 2 (2.13%) DB2
8 2 (2.13%) KDB
8 2 (2.13%) Kdb+
8 2 (2.13%) Spotfire
9 1 (1.06%) Data Lake
9 1 (1.06%) QlikView
9 1 (1.06%) SQL Server
9 1 (1.06%) Text Mining
Development Applications
1 18 (19.15%) Git (software)
2 8 (8.51%) Jenkins
3 7 (7.45%) Visual Studio Team System
4 3 (3.19%) LSMW
4 3 (3.19%) Visual Studio
5 2 (2.13%) Maven
5 2 (2.13%) Robot Framework
6 1 (1.06%) JIRA
6 1 (1.06%) Selenium
General
1 31 (32.98%) Finance
2 6 (6.38%) Marketing
3 5 (5.32%) Banking
4 3 (3.19%) Manufacturing
4 3 (3.19%) Retail
5 1 (1.06%) Advertising
5 1 (1.06%) Aerospace
Job Titles
1 43 (45.74%) Data Scientist
2 15 (15.96%) Developer
3 11 (11.70%) Python Developer
4 10 (10.64%) Machine Learning Engineer
5 8 (8.51%) Python Engineer
5 8 (8.51%) Senior Data Scientist
6 7 (7.45%) Computer Scientist
6 7 (7.45%) Computer Vision Scientist
6 7 (7.45%) Data Engineer
6 7 (7.45%) Software Engineer
7 6 (6.38%) Algorithm Engineer
7 6 (6.38%) Python Software Engineer
8 5 (5.32%) Consultant
8 5 (5.32%) Machine Learning Scientist
9 4 (4.26%) Analytics Consultant
10 3 (3.19%) Big Data Consultant
10 3 (3.19%) Computer Engineer
10 3 (3.19%) Computer Vision Engineer
10 3 (3.19%) Data Consultant
10 3 (3.19%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 42 (44.68%) Keras
2 22 (23.40%) Caffe
3 21 (22.34%) NumPy
4 20 (21.28%) scikit-learn
5 18 (19.15%) Pandas
6 17 (18.09%) Flask
7 16 (17.02%) Theano
8 10 (10.64%) OpenCV
9 8 (8.51%) Natural Language Processing
10 7 (7.45%) Celery
10 7 (7.45%) Kafka
11 6 (6.38%) SciPy
12 5 (5.32%) SpaCy
13 4 (4.26%) MLlib
13 4 (4.26%) PySpark
14 3 (3.19%) CNTK
14 3 (3.19%) React
14 3 (3.19%) REST
14 3 (3.19%) SAPUI5
14 3 (3.19%) Spark Streaming
Miscellaneous
1 49 (52.13%) Algorithms
2 23 (24.47%) Computer Science
3 18 (19.15%) Analytical Skills
4 5 (5.32%) Self-Motivation
5 4 (4.26%) Data Structures
6 3 (3.19%) Fintech
6 3 (3.19%) Greenfield Project
6 3 (3.19%) Social Media
7 2 (2.13%) CUDA
7 2 (2.13%) Derivative
7 2 (2.13%) Equities
7 2 (2.13%) RIA
8 1 (1.06%) Fixed Income
8 1 (1.06%) GPGPU
8 1 (1.06%) Robotics
8 1 (1.06%) Smart Meter
8 1 (1.06%) Video Editing
Operating Systems
1 16 (17.02%) Linux
Processes & Methodologies
1 78 (82.98%) Machine Learning
2 74 (78.72%) Data Science
3 51 (54.26%) Deep Learning
4 31 (32.98%) Analytics
5 28 (29.79%) Agile Software Development
6 26 (27.66%) Mathematics
7 18 (19.15%) Problem-Solving
8 17 (18.09%) Computer Vision
9 16 (17.02%) Artificial Intelligence
10 15 (15.96%) Neural Network
11 14 (14.89%) Creative Problem-Solving
11 14 (14.89%) Visualisation
12 13 (13.83%) Software Engineering
12 13 (13.83%) Statistics
13 12 (12.77%) Convolutional Neural Network
14 11 (11.70%) Low Latency
14 11 (11.70%) Web Development
15 10 (10.64%) DevOps
16 9 (9.57%) Linear Algebra
16 9 (9.57%) Reinforcement Learning
Programming Languages
1 86 (91.49%) Python
2 22 (23.40%) R
3 20 (21.28%) SQL
4 18 (19.15%) C++
5 17 (18.09%) Java
6 16 (17.02%) Scala
7 9 (9.57%) C
8 6 (6.38%) MATLAB
9 4 (4.26%) C#
10 2 (2.13%) Go
10 2 (2.13%) JavaScript
10 2 (2.13%) Ruby
11 1 (1.06%) TypeScript
Qualifications
1 27 (28.72%) PhD
2 25 (26.60%) Degree
3 17 (18.09%) Master's Degree
4 13 (13.83%) Computer Science Degree
5 2 (2.13%) SC Cleared
5 2 (2.13%) Security Cleared
6 1 (1.06%) DV Cleared
Quality Assurance & Compliance
1 4 (4.26%) QA
System Software
1 22 (23.40%) Docker
2 4 (4.26%) HDFS
3 3 (3.19%) Apache Flume
Systems Management
1 8 (8.51%) Kubernetes
2 2 (2.13%) Ansible
2 2 (2.13%) Opscode Chef
2 2 (2.13%) Puppet
2 2 (2.13%) Terraform
Vendors
1 13 (13.83%) Microsoft
2 10 (10.64%) Google
3 7 (7.45%) Oracle
4 6 (6.38%) Databricks
4 6 (6.38%) Tableau
5 4 (4.26%) Alteryx
6 3 (3.19%) SAP
6 3 (3.19%) Talend
7 2 (2.13%) Cloudera
7 2 (2.13%) Hortonworks
7 2 (2.13%) IBM
7 2 (2.13%) Informatica
7 2 (2.13%) Sybase
7 2 (2.13%) TIBCO
8 1 (1.06%) Facebook
8 1 (1.06%) Greenplum
8 1 (1.06%) Twitter