Period
to

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 23 May 2022 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
23 May 2022
Same period 2021 Same period 2020
Rank 178 141 139
Rank change year-on-year -37 -2 +92
Contract jobs citing TensorFlow 11 9 20
As % of all contract jobs advertised in the City of London 0.27% 0.32% 0.63%
As % of the Libraries, Frameworks & Software Standards category 0.86% 0.94% 1.85%
Number of daily rates quoted 9 9 15
10th Percentile £403 £495 £271
25th Percentile £563 £513 £363
Median daily rate (50th Percentile) £588 £550 £475
Median % change year-on-year +6.82% +15.79% -17.39%
75th Percentile £606 £825 £556
90th Percentile £619 - £643
Central London median daily rate £588 £550 £475
% change year-on-year +6.82% +15.79% -20.83%

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 1,280 955 1,083
As % of all contract IT jobs advertised in the City of London 30.87% 33.59% 34.16%
Number of daily rates quoted 1,027 718 850
10th Percentile £425 £392 £385
25th Percentile £503 £462 £450
Median daily rate (50th Percentile) £600 £550 £525
Median % change year-on-year +9.09% +4.76% -
75th Percentile £713 £638 £624
90th Percentile £800 £713 £688
Central London median daily rate £600 £550 £525
% change year-on-year +9.09% +4.76% -
Number of hourly rates quoted 2 3 5
10th Percentile £49.33 £15.25 £27.20
25th Percentile £53.94 £15.63 £32.75
Median hourly rate £62.25 £17.50 £46.50
Median % change year-on-year +255.71% -62.37% +11.39%
75th Percentile £69.94 £20.63 £57.50
90th Percentile £74.18 £21.75 £59.75
Central London median hourly rate £62.25 £17.50 £50.75
% change year-on-year +255.71% -65.52% +17.60%

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 23 May 2022.

Daily rate histogram for TensorFlow in the City of London

For the 6 months to 23 May 2022, 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 11 (100.00%) Python
2 10 (90.91%) Machine Learning
2 10 (90.91%) Data Science
3 8 (72.73%) Natural Language Processing
4 7 (63.64%) Fintech
4 7 (63.64%) PyTorch
4 7 (63.64%) Analytics
4 7 (63.64%) Data Mining
5 6 (54.55%) Statistics
5 6 (54.55%) Deep Learning
5 6 (54.55%) Data Pipeline
6 5 (45.45%) Clean Code
6 5 (45.45%) Computer Vision
7 4 (36.36%) R
7 4 (36.36%) Matplotlib
8 3 (27.27%) AWS
8 3 (27.27%) Algorithms
9 2 (18.18%) Big Data
9 2 (18.18%) Pandas
9 2 (18.18%) Analytical Skills
9 2 (18.18%) Apache Spark
9 2 (18.18%) Jupyter
9 2 (18.18%) Decision-Making
9 2 (18.18%) NumPy
9 2 (18.18%) Apache Hive
9 2 (18.18%) Hadoop
9 2 (18.18%) Visualisation
9 2 (18.18%) Azure
9 2 (18.18%) Data Visualisation
9 2 (18.18%) Artificial Intelligence

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 2 (18.18%) Apache Spark
1 2 (18.18%) Jupyter
Cloud Services
1 3 (27.27%) AWS
2 2 (18.18%) Azure
3 1 (9.09%) Amazon EMR
3 1 (9.09%) Amazon SageMaker
3 1 (9.09%) AWS Lambda
3 1 (9.09%) Serverless
Database & Business Intelligence
1 7 (63.64%) Data Mining
2 2 (18.18%) Apache Hive
2 2 (18.18%) Big Data
2 2 (18.18%) Hadoop
Development Applications
1 1 (9.09%) JIRA
General
1 2 (18.18%) Analytical Skills
2 1 (9.09%) Finance
2 1 (9.09%) Pharmaceutical
2 1 (9.09%) Public Sector
2 1 (9.09%) Social Skills
Job Titles
1 9 (81.82%) Data Scientist
2 3 (27.27%) Senior Data Scientist
3 1 (9.09%) Data Science Engineer
3 1 (9.09%) Developer
3 1 (9.09%) Machine Learning Engineer
3 1 (9.09%) Python Developer
3 1 (9.09%) Python Web Developer
3 1 (9.09%) Web Developer
Libraries, Frameworks & Software Standards
1 7 (63.64%) PyTorch
2 4 (36.36%) Matplotlib
3 2 (18.18%) NumPy
3 2 (18.18%) Pandas
4 1 (9.09%) Anaconda
4 1 (9.09%) AngularJS
4 1 (9.09%) CSS
4 1 (9.09%) Django
4 1 (9.09%) Flask
4 1 (9.09%) HTML
4 1 (9.09%) React
4 1 (9.09%) REST
4 1 (9.09%) Vue.js
Miscellaneous
1 3 (27.27%) Algorithms
2 1 (9.09%) Data Structures
2 1 (9.09%) Management Information System
Processes & Methodologies
1 10 (90.91%) Data Science
1 10 (90.91%) Machine Learning
2 8 (72.73%) Natural Language Processing
3 7 (63.64%) Analytics
3 7 (63.64%) Fintech
4 6 (54.55%) Data Pipeline
4 6 (54.55%) Deep Learning
4 6 (54.55%) Statistics
5 5 (45.45%) Clean Code
5 5 (45.45%) Computer Vision
6 2 (18.18%) Artificial Intelligence
6 2 (18.18%) Data Visualisation
6 2 (18.18%) Decision-Making
6 2 (18.18%) Statistical Computing
6 2 (18.18%) Visualisation
7 1 (9.09%) Agile
7 1 (9.09%) Data Management
7 1 (9.09%) Economics
7 1 (9.09%) Recommender Systems
7 1 (9.09%) TDD
Programming Languages
1 11 (100.00%) Python
2 4 (36.36%) R
3 1 (9.09%) JavaScript
3 1 (9.09%) Scala
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 1 (9.09%) QA
Vendors
1 1 (9.09%) Oracle