Period
to 26 May 2020

The following table provides summary statistics for contract job vacancies advertised in the City of 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 26 May 2020 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
Central London > City of London
6 months to
26 May 2020
Same period 2019 Same period 2018
Rank 137 222 243
Rank change year-on-year +85 +21 -10
Contract jobs citing TensorFlow 20 16 13
As % of all contract jobs advertised in the City of London 0.64% 0.25% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.89% 0.66% 0.48%
Number of daily rates quoted 14 8 6
Median daily rate £463 £575 £483
Median daily rate % change year-on-year -19.57% +19.17% -31.07%
10th Percentile £271 £448 £451
90th Percentile £654 £664 £505
Central London median daily rate £475 £600 £485
% change year-on-year -20.83% +23.71% -30.71%
Number of hourly rates quoted 0 2 0
Median hourly rate - £46.85 -
Central London median hourly rate - £46.85 -

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 the City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,057 2,437 2,683
As % of all contract IT jobs advertised in the City of London 33.71% 37.99% 38.46%
Number of daily rates quoted 793 1,949 2,199
Median daily rate £525 £525 £525
10th Percentile £383 £413 £365
90th Percentile £675 £675 £673
Central London median daily rate £525 £525 £505
% change year-on-year - +3.96% +5.21%
Number of hourly rates quoted 11 10 14
Median hourly rate £35.00 £46.85 £21.75
Median hourly rate % change year-on-year -25.29% +115.39% -12.51%
10th Percentile £24.50 £31.48 £21.08
90th Percentile £57.50 £69.25 £58.23
Median hourly rate £35.00 £46.85 £22.00
% change year-on-year -25.29% +112.94% -11.50%

TensorFlow
Job Vacancy Trend in the City of London

Job postings citing TensorFlow as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for TensorFlow in the City of London

TensorFlow
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing TensorFlow in the City of London.

Daily rate trend for TensorFlow in the City of London

TensorFlow
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing TensorFlow in the City of London over the 6 months to 26 May 2020.

Daily rate histogram for TensorFlow in the City of London

For the 6 months to 26 May 2020, 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 City of London region with a requirement for TensorFlow.

1 19 (95.00%) Python
2 11 (55.00%) Data Science
3 10 (50.00%) Machine Learning
4 9 (45.00%) Hadoop
4 9 (45.00%) Big Data
5 8 (40.00%) Artificial Intelligence
5 8 (40.00%) GCP
6 7 (35.00%) H2O
7 6 (30.00%) scikit-learn
7 6 (30.00%) Degree
7 6 (30.00%) Google
7 6 (30.00%) Computer Science
7 6 (30.00%) Apache Spark
7 6 (30.00%) Algorithms
8 5 (25.00%) Analytical Skills
8 5 (25.00%) AWS
8 5 (25.00%) R
8 5 (25.00%) Natural Language Processing
8 5 (25.00%) Mathematics
8 5 (25.00%) Physics
8 5 (25.00%) Agile Software Development
9 4 (20.00%) Telecoms
9 4 (20.00%) PhD
9 4 (20.00%) Scala
9 4 (20.00%) Use Case
9 4 (20.00%) SciPy
9 4 (20.00%) Open Source
9 4 (20.00%) Pandas
9 4 (20.00%) BigQuery
9 4 (20.00%) DevOps

TensorFlow
Co-occurring IT Skills in the City of 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 6 (30.00%) Apache Spark
2 1 (5.00%) DNN
2 1 (5.00%) Elasticsearch
2 1 (5.00%) Jupyter
2 1 (5.00%) SAS
Applications
1 1 (5.00%) Chatbot
Cloud Services
1 8 (40.00%) GCP
2 5 (25.00%) AWS
3 4 (20.00%) Azure
4 1 (5.00%) Cloud Computing
Database & Business Intelligence
1 9 (45.00%) Big Data
1 9 (45.00%) Hadoop
2 4 (20.00%) BigQuery
3 2 (10.00%) Data Mining
3 2 (10.00%) Flink
4 1 (5.00%) Apache Hive
4 1 (5.00%) Impala
4 1 (5.00%) SQL Server
General
1 4 (20.00%) Telecoms
2 1 (5.00%) Finance
2 1 (5.00%) Marketing
2 1 (5.00%) Publishing
2 1 (5.00%) Retail
Job Titles
1 10 (50.00%) Data Scientist
2 4 (20.00%) Data Engineer
3 3 (15.00%) Consultant
3 3 (15.00%) DevOps Consultant
3 3 (15.00%) Python Engineer
4 2 (10.00%) Big Data Consultant
4 2 (10.00%) Data Consultant
4 2 (10.00%) Kubernetes Consultant
4 2 (10.00%) Machine Learning Scientist
5 1 (5.00%) AWS Consultant
5 1 (5.00%) AWS DevOps
5 1 (5.00%) Cloud Consultant
5 1 (5.00%) Head of Big Data
5 1 (5.00%) Head of DevOps
5 1 (5.00%) Linux/Unix DevOps
5 1 (5.00%) Senior Data Scientist
5 1 (5.00%) Technical Writer
Libraries, Frameworks & Software Standards
1 7 (35.00%) H2O
2 6 (30.00%) scikit-learn
3 5 (25.00%) Natural Language Processing
4 4 (20.00%) MLlib
4 4 (20.00%) Pandas
4 4 (20.00%) SciPy
5 3 (15.00%) PySpark
6 2 (10.00%) Keras
7 1 (5.00%) D3.js
7 1 (5.00%) Elastic Stack
7 1 (5.00%) HTML
7 1 (5.00%) MXNet
7 1 (5.00%) PyTorch
7 1 (5.00%) Samza
7 1 (5.00%) Web Services
7 1 (5.00%) XML
Miscellaneous
1 6 (30.00%) Algorithms
2 5 (25.00%) Analytical Skills
Operating Systems
1 1 (5.00%) Linux
Processes & Methodologies
1 11 (55.00%) Data Science
2 10 (50.00%) Machine Learning
3 8 (40.00%) Artificial Intelligence
4 6 (30.00%) Computer Science
5 5 (25.00%) Agile Software Development
5 5 (25.00%) Mathematics
5 5 (25.00%) Physics
6 4 (20.00%) DevOps
6 4 (20.00%) Open Source
6 4 (20.00%) Use Case
7 2 (10.00%) Deep Learning
7 2 (10.00%) Statistics
7 2 (10.00%) Visualisation
8 1 (5.00%) Business Intelligence
8 1 (5.00%) Customer Segmentation
8 1 (5.00%) Data Analysis
8 1 (5.00%) Demand Forecasting
8 1 (5.00%) E-Commerce
8 1 (5.00%) Kalman Filter
8 1 (5.00%) Software Engineering
Programming Languages
1 19 (95.00%) Python
2 5 (25.00%) R
3 4 (20.00%) Scala
4 3 (15.00%) SQL
5 1 (5.00%) Go
5 1 (5.00%) Java
5 1 (5.00%) JavaScript
Qualifications
1 6 (30.00%) Degree
2 4 (20.00%) Master's Degree
2 4 (20.00%) PhD
3 1 (5.00%) Numerate Degree
3 1 (5.00%) SC Cleared
3 1 (5.00%) Security Cleared
Systems Management
1 4 (20.00%) Kubernetes
1 4 (20.00%) Terraform
2 1 (5.00%) Kibana
Vendors
1 6 (30.00%) Google
2 1 (5.00%) Cloudera
2 1 (5.00%) RapidMiner
2 1 (5.00%) Tableau