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 25 November 2025, with comparisons to the same periods in the previous two years.

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 394 451 467
Rank change year-on-year +57 +16 +168
Contract jobs citing TensorFlow 136 63 110
As % of all contract jobs in England 0.45% 0.20% 0.28%
As % of the Libraries, Frameworks & Software Standards category 1.97% 0.94% 1.28%
Number of daily rates quoted 92 39 68
10th Percentile £400 £356 £378
25th Percentile £425 £464 £450
Median daily rate (50th Percentile) £525 £600 £550
Median % change year-on-year -12.50% +9.09% -11.29%
75th Percentile £638 £663 £716
90th Percentile £725 £728 £829
UK median daily rate £541 £575 £540
% change year-on-year -5.87% +6.48% -13.60%
Number of hourly rates quoted 0 4 19
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 6,903 6,730 8,573
As % of all contract IT jobs advertised in England 22.66% 21.78% 21.94%
Number of daily rates quoted 4,648 4,274 6,251
10th Percentile £350 £360 £369
25th Percentile £413 £438 £450
Median daily rate (50th Percentile) £505 £550 £550
Median % change year-on-year -8.18% - -4.35%
75th Percentile £630 £669 £675
90th Percentile £731 £800 £775
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 174 106 180
10th Percentile £31.25 £26.25 £35.59
25th Percentile £43.00 £43.13 £46.18
Median hourly rate £57.40 £65.00 £54.78
Median % change year-on-year -11.69% +18.66% -15.72%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £77.43 £73.88 £78.00
UK median hourly rate £55.00 £65.00 £55.00
% change year-on-year -15.38% +18.18% -12.70%

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 25 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 25 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 +51 77 £525 -13.40% 71
East of England +6 23 £550 -13.73% 7
North of England -39 18 £489 +3.93% 9
Yorkshire - 16 £500 - 2
South East +4 11 £500 -9.09% 48
North West -26 2 £438 -7.01% 7
South West -2 1 £550 -29.03% 8
East Midlands -17 1 £375 +5.34% 2
Midlands -38 1 £375 +5.34% 7
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 13 (9.56%) Apache Spark
2 3 (2.21%) Jupyter
3 2 (1.47%) Apache
3 2 (1.47%) Apache Airflow
4 1 (0.74%) Microsoft Exchange
Applications
1 6 (4.41%) Chatbot
2 2 (1.47%) GNU Octave
3 1 (0.74%) Microsoft Office
Cloud Services
1 83 (61.03%) Azure
2 48 (35.29%) AWS
3 46 (33.82%) GCP
4 31 (22.79%) Azure AKS
5 26 (19.12%) GitHub
6 16 (11.76%) Azure Machine Learning
7 14 (10.29%) Azure DevOps
7 14 (10.29%) Serverless
8 13 (9.56%) GitHub Copilot
9 12 (8.82%) Azure AI
9 12 (8.82%) Azure Functions
10 11 (8.09%) PaaS
11 10 (7.35%) Vertex AI
12 9 (6.62%) Power Platform
13 8 (5.88%) Amazon SageMaker
13 8 (5.88%) Azure Cognitive Services
14 7 (5.15%) GitHub Actions
15 6 (4.41%) Azure Event Grid
15 6 (4.41%) Azure Key Vault
15 6 (4.41%) Azure Synapse Analytics
Communications & Networking
1 4 (2.94%) Internet
2 3 (2.21%) Network Security
3 1 (0.74%) InfiniBand
Database & Business Intelligence
1 17 (12.50%) PostgreSQL
2 14 (10.29%) NoSQL
3 11 (8.09%) Big Data
4 9 (6.62%) BigQuery
4 9 (6.62%) Data Lake
4 9 (6.62%) Power BI
5 8 (5.88%) Tableau
6 6 (4.41%) MySQL
6 6 (4.41%) RDBMS
6 6 (4.41%) Relational Database
7 5 (3.68%) Hadoop
8 4 (2.94%) Data Warehouse
8 4 (2.94%) Pinecone
9 3 (2.21%) Metadata
10 2 (1.47%) Amazon Redshift
10 2 (1.47%) Azure SQL Database
10 2 (1.47%) Weaviate
11 1 (0.74%) Apache Hive
11 1 (0.74%) Data Mining
11 1 (0.74%) Neo4j
Development Applications
1 11 (8.09%) Git
2 10 (7.35%) MLflow
3 8 (5.88%) Jenkins
4 6 (4.41%) PyCharm
5 3 (2.21%) GitLab
6 1 (0.74%) Bitbucket
6 1 (0.74%) JIRA
6 1 (0.74%) SonarQube
6 1 (0.74%) TensorBoard
General
1 47 (34.56%) Social Skills
2 32 (23.53%) Finance
3 22 (16.18%) Analytical Skills
4 12 (8.82%) Banking
5 9 (6.62%) Public Sector
6 7 (5.15%) Documentation Skills
7 4 (2.94%) Legal
8 3 (2.21%) Retail
8 3 (2.21%) Telecoms
9 2 (1.47%) Aerospace
9 2 (1.47%) Inclusion and Diversity
10 1 (0.74%) Electronics
10 1 (0.74%) Financial Institution
10 1 (0.74%) Investment Banking
10 1 (0.74%) Law
10 1 (0.74%) Manufacturing
10 1 (0.74%) Marketing
10 1 (0.74%) Pharmaceutical
10 1 (0.74%) Private Banking
Job Titles
1 52 (38.24%) Artificial Intelligence Engineer
2 22 (16.18%) Developer
3 20 (14.71%) Data Scientist
4 15 (11.03%) Machine Learning Engineer
5 14 (10.29%) Artificial Intelligence Developer
5 14 (10.29%) Senior
6 10 (7.35%) Architect
7 9 (6.62%) Artificial Intelligence Architect
8 6 (4.41%) Data Engineer
9 5 (3.68%) Security Architect
10 4 (2.94%) Azure Developer
10 4 (2.94%) Backend Developer
10 4 (2.94%) Data Science Developer
10 4 (2.94%) Python Engineer
11 3 (2.21%) Artificial Intelligence Specialist
11 3 (2.21%) Senior Developer
12 2 (1.47%) Analyst
12 2 (1.47%) Security Analyst
12 2 (1.47%) Software Developer
12 2 (1.47%) Solutions Architect
Libraries, Frameworks & Software Standards
1 121 (88.97%) PyTorch
2 53 (38.97%) scikit-learn
3 29 (21.32%) Pandas
4 25 (18.38%) Hugging Face
5 20 (14.71%) NumPy
6 17 (12.50%) .NET
7 16 (11.76%) LangChain
8 13 (9.56%) RESTful
9 12 (8.82%) Google JAX
9 12 (8.82%) JAX
9 12 (8.82%) Semantic Kernel
10 10 (7.35%) SpaCy
11 9 (6.62%) Node.js
11 9 (6.62%) OpenCV
11 9 (6.62%) Regular Expression
12 6 (4.41%) .NET Core
12 6 (4.41%) AngularJS
12 6 (4.41%) Matplotlib
12 6 (4.41%) React
12 6 (4.41%) REST
Miscellaneous
1 42 (30.88%) Algorithms
2 22 (16.18%) Cloud Native
3 15 (11.03%) AI Agents
4 9 (6.62%) Onboarding
5 6 (4.41%) Analytical Mindset
6 5 (3.68%) Clustering
6 5 (3.68%) Distributed Computing
6 5 (3.68%) Distributed Systems
7 4 (2.94%) Online Banking
8 3 (2.21%) Data Protection Act
9 2 (1.47%) Autonomous Agent
9 2 (1.47%) CUDA
9 2 (1.47%) Derivative
9 2 (1.47%) Product Ownership
9 2 (1.47%) Public Cloud
9 2 (1.47%) Robotics
9 2 (1.47%) Security Posture
10 1 (0.74%) Educational Technology
10 1 (0.74%) Genomics
10 1 (0.74%) Web Conferencing
Operating Systems
1 2 (1.47%) Windows
Processes & Methodologies
1 131 (96.32%) Machine Learning
2 121 (88.97%) AI
3 78 (57.35%) Data Science
4 68 (50.00%) LLM
5 52 (38.24%) Deep Learning
6 50 (36.76%) MLOps
7 43 (31.62%) Data Pipeline
8 42 (30.88%) Natural Language Processing
9 39 (28.68%) DevOps
10 38 (27.94%) CI/CD
11 37 (27.21%) Agile
11 37 (27.21%) Problem-Solving
12 35 (25.74%) Generative AI
13 33 (24.26%) Analytics
14 32 (23.53%) Software Engineering
15 29 (21.32%) Retrieval-Augmented Generation
16 28 (20.59%) Prompt Engineering
17 24 (17.65%) Containerisation
17 24 (17.65%) Data Engineering
18 23 (16.91%) Computer Science
Programming Languages
1 132 (97.06%) Python
2 36 (26.47%) SQL
3 15 (11.03%) R
4 11 (8.09%) Java
5 10 (7.35%) C++
6 8 (5.88%) C#
7 6 (4.41%) JavaScript
8 5 (3.68%) Bicep
9 4 (2.94%) C
10 3 (2.21%) Scala
11 2 (1.47%) Bash
11 2 (1.47%) TypeScript
12 1 (0.74%) Go
Qualifications
1 27 (19.85%) Degree
2 18 (13.24%) MCP
3 13 (9.56%) Master's Degree
4 8 (5.88%) Computer Science Degree
4 8 (5.88%) Security Cleared
5 7 (5.15%) PhD
6 3 (2.21%) SC Cleared
7 2 (1.47%) DV Cleared
7 2 (1.47%) Postgraduate
8 1 (0.74%) AWS Certification
8 1 (0.74%) BPSS Clearance
8 1 (0.74%) CESG Certified Professional
8 1 (0.74%) CISM
8 1 (0.74%) CISSP
8 1 (0.74%) OSCP
Quality Assurance & Compliance
1 17 (12.50%) EU AI Act
1 17 (12.50%) NIST
2 8 (5.88%) QA
3 7 (5.15%) GDPR
4 4 (2.94%) ISO/IEC 27001
5 3 (2.21%) Data Quality
5 3 (2.21%) NIST 800
6 1 (0.74%) California Consumer Privacy Act
6 1 (0.74%) Def Stans
6 1 (0.74%) GxP
6 1 (0.74%) HIPAA
6 1 (0.74%) JSP 440
6 1 (0.74%) NCSC
6 1 (0.74%) PCI DSS
System Software
1 36 (26.47%) Docker
2 7 (5.15%) Virtual Machines
3 5 (3.68%) Active Directory
4 1 (0.74%) GPFS
4 1 (0.74%) Lustre
4 1 (0.74%) Slurm Workload Manager
Systems Management
1 49 (36.03%) Kubernetes
2 8 (5.88%) Terraform
3 5 (3.68%) Kubeflow
4 2 (1.47%) Ansible
5 1 (0.74%) Grafana
5 1 (0.74%) Microsoft Intune
5 1 (0.74%) Prometheus
5 1 (0.74%) SCCM
5 1 (0.74%) SELinux
Vendors
1 35 (25.74%) Microsoft
2 20 (14.71%) Google
3 19 (13.97%) OpenAI
4 18 (13.24%) Foundry
5 13 (9.56%) Databricks
6 4 (2.94%) SAP
7 3 (2.21%) NVIDIA
8 1 (0.74%) Dataiku
8 1 (0.74%) DataRobot
8 1 (0.74%) Dynatrace
8 1 (0.74%) Splunk
8 1 (0.74%) Workday