TensorFlow Contract Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring TensorFlow skills. It covers contract job vacancies from the 6 months leading up to 22 November 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 407 456 464
Rank change year-on-year +49 +8 +199
Contract jobs citing TensorFlow 138 66 110
As % of all contract jobs in England 0.45% 0.21% 0.28%
As % of the Libraries, Frameworks & Software Standards category 1.99% 0.97% 1.27%
Number of daily rates quoted 94 42 68
10th Percentile £400 £357 £378
25th Percentile £431 £482 £459
Median daily rate (50th Percentile) £525 £600 £550
Median % change year-on-year -12.50% +9.09% -11.11%
75th Percentile £638 £675 £763
90th Percentile £725 £773 £841
UK median daily rate £541 £600 £545
% change year-on-year -9.79% +10.09% -12.80%
Number of hourly rates quoted 0 4 20
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +31.94%

All Software Libraries and Frameworks
England

TensorFlow falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,942 6,790 8,689
As % of all contract IT jobs advertised in England 22.70% 21.72% 21.98%
Number of daily rates quoted 4,677 4,330 6,328
10th Percentile £350 £356 £375
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £505 £550 £550
Median % change year-on-year -8.18% - -4.35%
75th Percentile £631 £666 £675
90th Percentile £734 £800 £775
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 181 102 183
10th Percentile £31.25 £26.25 £36.37
25th Percentile £43.00 £42.63 £46.18
Median hourly rate £55.00 £65.00 £55.00
Median % change year-on-year -15.38% +18.18% -15.38%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £77.25 £73.98 £78.00
UK median hourly rate £55.00 £62.50 £55.25
% change year-on-year -12.00% +13.12% -14.67%

TensorFlow
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing TensorFlow relative to all contract IT jobs advertised in England.

TensorFlow job vacancy trend in England

TensorFlow
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing TensorFlow.

Contractor daily rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Daily Rate Histogram in England

Daily rate distribution for jobs citing TensorFlow in England over the 6 months to 22 November 2025.

Daily rate histogram for TensorFlow in England

TensorFlow
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing TensorFlow.

Contractor hourly rate distribution trend for jobs in England citing TensorFlow

TensorFlow
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the England region over the 6 months to 22 November 2025. 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
Jobs
London +45 78 £525 -16.00% 211
East of England +9 23 £550 -12.00% 10
North of England -30 18 £489 +3.93% 16
Yorkshire - 16 £500 - 3
South East +6 12 £475 -13.64% 38
North West -31 2 £438 -7.01% 13
South West -2 1 £550 -29.03% 12
East Midlands -16 1 £375 +5.34% 3
Midlands -40 1 £375 +5.34% 10
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 14 (10.14%) Apache Spark
2 3 (2.17%) Jupyter
3 2 (1.45%) Apache
3 2 (1.45%) Apache Airflow
4 1 (0.72%) Microsoft Exchange
Applications
1 6 (4.35%) Chatbot
2 2 (1.45%) GNU Octave
3 1 (0.72%) Microsoft Office
Cloud Services
1 84 (60.87%) Azure
2 48 (34.78%) AWS
3 46 (33.33%) GCP
4 32 (23.19%) Azure AKS
5 26 (18.84%) GitHub
6 17 (12.32%) Azure Machine Learning
7 14 (10.14%) Azure DevOps
7 14 (10.14%) Serverless
8 13 (9.42%) GitHub Copilot
9 12 (8.70%) Azure AI
9 12 (8.70%) Azure Functions
10 11 (7.97%) PaaS
11 10 (7.25%) Vertex AI
12 9 (6.52%) Power Platform
13 8 (5.80%) Amazon SageMaker
13 8 (5.80%) Azure Cognitive Services
14 7 (5.07%) Azure Synapse Analytics
14 7 (5.07%) GitHub Actions
15 6 (4.35%) Azure Logic Apps
15 6 (4.35%) Azure Service Bus
Communications & Networking
1 4 (2.90%) Internet
2 3 (2.17%) Network Security
3 1 (0.72%) InfiniBand
Database & Business Intelligence
1 17 (12.32%) PostgreSQL
2 14 (10.14%) NoSQL
3 11 (7.97%) Big Data
4 10 (7.25%) Data Lake
5 9 (6.52%) BigQuery
5 9 (6.52%) Power BI
6 8 (5.80%) Tableau
7 6 (4.35%) MySQL
7 6 (4.35%) RDBMS
7 6 (4.35%) Relational Database
8 5 (3.62%) Hadoop
9 4 (2.90%) Data Warehouse
9 4 (2.90%) Pinecone
10 3 (2.17%) Metadata
11 2 (1.45%) Amazon Redshift
11 2 (1.45%) Azure SQL Database
11 2 (1.45%) Weaviate
12 1 (0.72%) Apache Hive
12 1 (0.72%) Data Mining
12 1 (0.72%) Neo4j
Development Applications
1 11 (7.97%) Git
1 11 (7.97%) MLflow
2 8 (5.80%) Jenkins
3 6 (4.35%) PyCharm
4 3 (2.17%) GitLab
5 1 (0.72%) Bitbucket
5 1 (0.72%) JIRA
5 1 (0.72%) SonarQube
5 1 (0.72%) TensorBoard
General
1 47 (34.06%) Social Skills
2 32 (23.19%) Finance
3 22 (15.94%) Analytical Skills
4 12 (8.70%) Banking
5 9 (6.52%) Public Sector
6 7 (5.07%) Documentation Skills
7 4 (2.90%) Legal
8 3 (2.17%) Retail
8 3 (2.17%) Telecoms
9 2 (1.45%) Aerospace
9 2 (1.45%) Inclusion and Diversity
10 1 (0.72%) Electronics
10 1 (0.72%) Financial Institution
10 1 (0.72%) Investment Banking
10 1 (0.72%) Law
10 1 (0.72%) Manufacturing
10 1 (0.72%) Marketing
10 1 (0.72%) Pharmaceutical
10 1 (0.72%) Private Banking
Job Titles
1 52 (37.68%) Artificial Intelligence Engineer
2 22 (15.94%) Developer
3 20 (14.49%) Data Scientist
4 16 (11.59%) Machine Learning Engineer
5 15 (10.87%) Senior
6 14 (10.14%) Artificial Intelligence Developer
7 10 (7.25%) Architect
8 9 (6.52%) Artificial Intelligence Architect
9 6 (4.35%) Data Engineer
10 5 (3.62%) Security Architect
11 4 (2.90%) Azure Developer
11 4 (2.90%) Backend Developer
11 4 (2.90%) Data Science Developer
11 4 (2.90%) Python Engineer
12 3 (2.17%) Artificial Intelligence Specialist
12 3 (2.17%) Senior Developer
13 2 (1.45%) Analyst
13 2 (1.45%) Risk Analyst
13 2 (1.45%) Software Developer
13 2 (1.45%) Solutions Architect
Libraries, Frameworks & Software Standards
1 123 (89.13%) PyTorch
2 55 (39.86%) scikit-learn
3 30 (21.74%) Pandas
4 25 (18.12%) Hugging Face
5 20 (14.49%) NumPy
6 17 (12.32%) .NET
7 16 (11.59%) LangChain
8 13 (9.42%) RESTful
9 12 (8.70%) Google JAX
9 12 (8.70%) JAX
9 12 (8.70%) Semantic Kernel
10 10 (7.25%) SpaCy
11 9 (6.52%) Node.js
11 9 (6.52%) OpenCV
11 9 (6.52%) Regular Expression
12 7 (5.07%) REST
13 6 (4.35%) .NET Core
13 6 (4.35%) AngularJS
13 6 (4.35%) Matplotlib
13 6 (4.35%) React
Miscellaneous
1 43 (31.16%) Algorithms
2 22 (15.94%) Cloud Native
3 15 (10.87%) AI Agents
4 9 (6.52%) Onboarding
5 6 (4.35%) Analytical Mindset
6 5 (3.62%) Clustering
6 5 (3.62%) Distributed Computing
6 5 (3.62%) Distributed Systems
7 4 (2.90%) Online Banking
8 3 (2.17%) Data Protection Act
9 2 (1.45%) Autonomous Agent
9 2 (1.45%) CUDA
9 2 (1.45%) Data Structures
9 2 (1.45%) Derivative
9 2 (1.45%) Product Ownership
9 2 (1.45%) Public Cloud
9 2 (1.45%) Robotics
9 2 (1.45%) Security Posture
10 1 (0.72%) Synthetic Data
10 1 (0.72%) Web Conferencing
Operating Systems
1 2 (1.45%) Windows
Processes & Methodologies
1 133 (96.38%) Machine Learning
2 121 (87.68%) AI
3 78 (56.52%) Data Science
4 68 (49.28%) LLM
5 53 (38.41%) Deep Learning
6 52 (37.68%) MLOps
7 43 (31.16%) Data Pipeline
7 43 (31.16%) Natural Language Processing
8 39 (28.26%) CI/CD
8 39 (28.26%) DevOps
9 37 (26.81%) Agile
9 37 (26.81%) Problem-Solving
10 35 (25.36%) Generative AI
11 33 (23.91%) Analytics
11 33 (23.91%) Software Engineering
12 29 (21.01%) Retrieval-Augmented Generation
13 28 (20.29%) Prompt Engineering
14 25 (18.12%) Containerisation
14 25 (18.12%) Data Engineering
15 24 (17.39%) Computer Science
Programming Languages
1 134 (97.10%) Python
2 38 (27.54%) SQL
3 16 (11.59%) R
4 11 (7.97%) Java
5 10 (7.25%) C++
6 8 (5.80%) C#
7 6 (4.35%) JavaScript
8 5 (3.62%) Bicep
9 4 (2.90%) C
10 3 (2.17%) Scala
11 2 (1.45%) Bash
11 2 (1.45%) TypeScript
12 1 (0.72%) Go
Qualifications
1 28 (20.29%) Degree
2 18 (13.04%) MCP
3 13 (9.42%) Master's Degree
4 8 (5.80%) Computer Science Degree
4 8 (5.80%) PhD
4 8 (5.80%) Security Cleared
5 3 (2.17%) SC Cleared
6 2 (1.45%) DV Cleared
6 2 (1.45%) Postgraduate
7 1 (0.72%) AWS Certification
7 1 (0.72%) BPSS Clearance
7 1 (0.72%) CESG Certified Professional
7 1 (0.72%) CISM
7 1 (0.72%) CISSP
7 1 (0.72%) OSCP
Quality Assurance & Compliance
1 17 (12.32%) EU AI Act
1 17 (12.32%) NIST
2 8 (5.80%) QA
3 7 (5.07%) GDPR
4 4 (2.90%) ISO/IEC 27001
5 3 (2.17%) Data Quality
5 3 (2.17%) NIST 800
6 1 (0.72%) California Consumer Privacy Act
6 1 (0.72%) Def Stans
6 1 (0.72%) GxP
6 1 (0.72%) HIPAA
6 1 (0.72%) JSP 440
6 1 (0.72%) NCSC
6 1 (0.72%) PCI DSS
System Software
1 38 (27.54%) Docker
2 7 (5.07%) Virtual Machines
3 5 (3.62%) Active Directory
4 1 (0.72%) GPFS
4 1 (0.72%) Lustre
4 1 (0.72%) Slurm Workload Manager
Systems Management
1 50 (36.23%) Kubernetes
2 8 (5.80%) Terraform
3 6 (4.35%) Kubeflow
4 2 (1.45%) Ansible
5 1 (0.72%) Grafana
5 1 (0.72%) Microsoft Intune
5 1 (0.72%) Prometheus
5 1 (0.72%) SCCM
5 1 (0.72%) SELinux
Vendors
1 35 (25.36%) Microsoft
2 20 (14.49%) Google
3 19 (13.77%) OpenAI
4 18 (13.04%) Foundry
5 13 (9.42%) Databricks
6 4 (2.90%) SAP
7 3 (2.17%) NVIDIA
8 1 (0.72%) Dataiku
8 1 (0.72%) DataRobot
8 1 (0.72%) Dynatrace
8 1 (0.72%) Splunk
8 1 (0.72%) Workday