Period
to 25 October 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 25 October 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
East of England > Cambridgeshire
6 months to
25 Oct 2020
Same period 2019 Same period 2018
Rank 29 91 -
Rank change year-on-year +62 - +96
Contract jobs citing TensorFlow 11 2 0
As % of all contract jobs advertised in Cambridgeshire 3.51% 0.17% -
As % of the Libraries, Frameworks & Software Standards category 12.64% 0.75% -
Number of daily rates quoted 12 1 0
Median daily rate £650 £400 -
Median daily rate % change year-on-year +62.50% - -
East of England median daily rate £650 £400 £400
% change year-on-year +62.50% - -22.71%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
East of England median hourly rate - - -

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 Cambridgeshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridgeshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 87 268 327
As % of all contract IT jobs advertised in Cambridgeshire 27.80% 22.52% 27.23%
Number of daily rates quoted 60 183 189
Median daily rate £469 £425 £425
Median daily rate % change year-on-year +10.29% - +13.64%
10th Percentile £300 £325 £300
90th Percentile £685 £675 £538
East of England median daily rate £450 £450 £450
Number of hourly rates quoted 3 6 11
Median hourly rate £55.00 £42.50 £43.50
Median hourly rate % change year-on-year +29.41% -2.30% -1.14%
10th Percentile £48.00 £38.00 £15.00
90th Percentile £71.00 £45.50 £47.25
Median hourly rate £50.00 £42.50 £42.50
% change year-on-year +17.65% - -

TensorFlow
Job Vacancy Trend in Cambridgeshire

Job postings citing TensorFlow as a proportion of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for TensorFlow in Cambridgeshire

TensorFlow
Contractor Daily Rate Trend in Cambridgeshire

3-month moving average daily rate quoted in jobs citing TensorFlow in Cambridgeshire.

Daily rate trend for TensorFlow in Cambridgeshire

TensorFlow
Daily Rate Histogram in Cambridgeshire

Daily rate distribution for jobs citing TensorFlow in Cambridgeshire over the 6 months to 25 October 2020.

Daily rate histogram for TensorFlow in Cambridgeshire

TensorFlow
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the Cambridgeshire region over the 6 months to 25 October 2020. 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
Cambridge +48 4 £538 +34.38% 1
Huntingdon - 1 £650 -
TensorFlow
East of England

For the 6 months to 25 October 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 Cambridgeshire region with a requirement for TensorFlow.

1 11 (100.00%) Python
1 11 (100.00%) PyTorch
2 10 (90.91%) scikit-learn
2 10 (90.91%) Keras
2 10 (90.91%) DV Cleared
2 10 (90.91%) Security Cleared
3 9 (81.82%) Apache
4 8 (72.73%) Machine Learning
4 8 (72.73%) Algorithms
5 7 (63.64%) XGBoost
5 7 (63.64%) Random Forest
5 7 (63.64%) Pandas
5 7 (63.64%) Analytical Skills
5 7 (63.64%) Data Science
5 7 (63.64%) NumPy
5 7 (63.64%) Neural Network
5 7 (63.64%) Degree
6 6 (54.55%) Mathematics
6 6 (54.55%) SQL
6 6 (54.55%) Apache Hive
6 6 (54.55%) Data Visualisation
6 6 (54.55%) Visualisation
6 6 (54.55%) Big Data
6 6 (54.55%) Apache Spark
6 6 (54.55%) Numerate Degree
7 3 (27.27%) Geospatial Data
7 3 (27.27%) Kubernetes
7 3 (27.27%) Docker
7 3 (27.27%) Kibana
7 3 (27.27%) Apache NiFi

TensorFlow
Co-occurring IT Skills in Cambridgeshire 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 9 (81.82%) Apache
2 6 (54.55%) Apache Spark
3 3 (27.27%) Elasticsearch
Database & Business Intelligence
1 6 (54.55%) Apache Hive
1 6 (54.55%) Big Data
2 3 (27.27%) Geospatial Data
Development Applications
1 1 (9.09%) CMake
1 1 (9.09%) Git (software)
1 1 (9.09%) Gradle
Job Titles
1 5 (45.45%) Data Scientist
2 4 (36.36%) Data Engineer
3 2 (18.18%) Software Engineer
4 1 (9.09%) Android Engineer
4 1 (9.09%) Android Software Engineer
4 1 (9.09%) C++ Android Engineer
4 1 (9.09%) C++ Software Engineer
4 1 (9.09%) DV Cleared Software Engineer
4 1 (9.09%) Python Engineer
4 1 (9.09%) Python Software Engineer
4 1 (9.09%) Senior C++ Software Engineer
4 1 (9.09%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 11 (100.00%) PyTorch
2 10 (90.91%) Keras
2 10 (90.91%) scikit-learn
3 7 (63.64%) NumPy
3 7 (63.64%) Pandas
3 7 (63.64%) XGBoost
4 3 (27.27%) Apache NiFi
5 1 (9.09%) Android NDK
5 1 (9.09%) CNTK
Miscellaneous
1 8 (72.73%) Algorithms
2 7 (63.64%) Analytical Skills
3 1 (9.09%) Clustering
Operating Systems
1 1 (9.09%) Android
Processes & Methodologies
1 8 (72.73%) Machine Learning
2 7 (63.64%) Data Science
2 7 (63.64%) Neural Network
2 7 (63.64%) Random Forest
3 6 (54.55%) Data Visualisation
3 6 (54.55%) Mathematics
3 6 (54.55%) Visualisation
4 2 (18.18%) Software Engineering
5 1 (9.09%) Agile Software Development
5 1 (9.09%) Artificial Intelligence
5 1 (9.09%) Computer Science
5 1 (9.09%) Continuous Integration
5 1 (9.09%) CRM
5 1 (9.09%) Problem-Solving
5 1 (9.09%) User Stories
5 1 (9.09%) Workflow
Programming Languages
1 11 (100.00%) Python
2 6 (54.55%) SQL
3 1 (9.09%) Assembly Language
3 1 (9.09%) C++
3 1 (9.09%) Java
Qualifications
1 10 (90.91%) DV Cleared
1 10 (90.91%) Security Cleared
2 7 (63.64%) Degree
3 6 (54.55%) Numerate Degree
4 1 (9.09%) Master's Degree
System Software
1 3 (27.27%) Docker
Systems Management
1 3 (27.27%) Kibana
1 3 (27.27%) Kubernetes