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 30 December 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 394 435 444
Rank change year-on-year +41 +9 +215
Contract jobs citing TensorFlow 152 65 101
As % of all contract jobs in England 0.48% 0.23% 0.28%
As % of the Libraries, Frameworks & Software Standards category 2.15% 1.05% 1.29%
Number of daily rates quoted 101 44 61
10th Percentile £400 £363 £400
25th Percentile £447 £497 £463
Median daily rate (50th Percentile) £525 £575 £525
Median % change year-on-year -8.70% +9.52% -16.00%
75th Percentile £638 £666 £675
90th Percentile £738 £721 £788
UK median daily rate £548 £575 £525
% change year-on-year -4.78% +9.52% -16.00%
Number of hourly rates quoted 0 3 19
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - +8.66%

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 7,055 6,163 7,837
As % of all contract IT jobs advertised in England 22.31% 21.84% 21.45%
Number of daily rates quoted 4,714 3,944 5,695
10th Percentile £352 £360 £363
25th Percentile £413 £434 £450
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £633 £663 £675
90th Percentile £738 £788 £759
UK median daily rate £505 £540 £550
% change year-on-year -6.48% -1.82% -4.35%
Number of hourly rates quoted 190 72 162
10th Percentile £31.25 £26.25 £32.30
25th Percentile £45.00 £42.56 £46.18
Median hourly rate £59.00 £62.50 £51.89
Median % change year-on-year -5.60% +20.45% -20.17%
75th Percentile £66.88 £65.00 £70.00
90th Percentile £77.50 £74.40 £78.00
UK median hourly rate £61.00 £62.50 £52.50
% change year-on-year -2.40% +19.05% -19.23%

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 30 December 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 30 December 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 +34 89 £525 -8.70% 175
East of England +1 22 £615 -5.38% 117
North of England -43 19 £489 +7.47% 149
Yorkshire - 16 £500 - 59
South East 0 14 £525 -4.55% 187
East Midlands -20 3 £385 +10.63% 43
North West -29 3 £438 -3.85% 82
Midlands -44 3 £385 +8.15% 115
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 15 (9.87%) Apache Spark
2 3 (1.97%) Apache Airflow
2 3 (1.97%) Appian
3 2 (1.32%) Jupyter
4 1 (0.66%) Apache
4 1 (0.66%) Microsoft Exchange
Applications
1 6 (3.95%) Chatbot
2 1 (0.66%) GNU Octave
2 1 (0.66%) Microsoft Office
Cloud Services
1 101 (66.45%) Azure
2 55 (36.18%) AWS
3 50 (32.89%) GCP
4 32 (21.05%) Azure AKS
5 31 (20.39%) GitHub
6 23 (15.13%) Azure Machine Learning
7 19 (12.50%) Azure AI
8 16 (10.53%) Azure DevOps
8 16 (10.53%) Serverless
9 15 (9.87%) GitHub Copilot
10 14 (9.21%) Azure Functions
11 12 (7.89%) Azure Cognitive Services
12 11 (7.24%) Azure Key Vault
12 11 (7.24%) PaaS
12 11 (7.24%) Power Platform
13 10 (6.58%) Azure Data Factory
13 10 (6.58%) GitHub Actions
14 9 (5.92%) Amazon SageMaker
14 9 (5.92%) Vertex AI
15 8 (5.26%) Azure Event Grid
Communications & Networking
1 5 (3.29%) Network Security
2 4 (2.63%) Internet
3 1 (0.66%) InfiniBand
Database & Business Intelligence
1 17 (11.18%) NoSQL
2 16 (10.53%) PostgreSQL
3 13 (8.55%) Big Data
4 12 (7.89%) Data Lake
5 11 (7.24%) Power BI
6 8 (5.26%) BigQuery
7 7 (4.61%) Pinecone
8 6 (3.95%) MySQL
8 6 (3.95%) RDBMS
8 6 (3.95%) Relational Database
9 5 (3.29%) Tableau
10 4 (2.63%) Amazon Redshift
10 4 (2.63%) Data Warehouse
10 4 (2.63%) Hadoop
11 3 (1.97%) Data Mining
11 3 (1.97%) Delta Lake
11 3 (1.97%) Metadata
11 3 (1.97%) Weaviate
12 2 (1.32%) Azure SQL Database
12 2 (1.32%) Neo4j
Development Applications
1 17 (11.18%) MLflow
2 12 (7.89%) Git
3 8 (5.26%) Jenkins
4 6 (3.95%) PyCharm
5 3 (1.97%) GitLab
5 3 (1.97%) SonarQube
6 2 (1.32%) JIRA
7 1 (0.66%) Bitbucket
General
1 59 (38.82%) Social Skills
2 41 (26.97%) Finance
3 21 (13.82%) Analytical Skills
4 14 (9.21%) Banking
5 12 (7.89%) Public Sector
6 9 (5.92%) Documentation Skills
7 4 (2.63%) Investment Banking
7 4 (2.63%) Legal
8 3 (1.97%) Inclusion and Diversity
9 2 (1.32%) Retail
9 2 (1.32%) Telecoms
10 1 (0.66%) Aerospace
10 1 (0.66%) Back Office
10 1 (0.66%) Electronics
10 1 (0.66%) Law
10 1 (0.66%) Manufacturing
10 1 (0.66%) Marketing
10 1 (0.66%) Pharmaceutical
10 1 (0.66%) Presentation Skills
10 1 (0.66%) Private Banking
Job Titles
1 57 (37.50%) Artificial Intelligence Engineer
2 27 (17.76%) Data Scientist
3 21 (13.82%) Developer
4 18 (11.84%) Senior
5 17 (11.18%) Machine Learning Engineer
6 13 (8.55%) Architect
6 13 (8.55%) Artificial Intelligence Architect
6 13 (8.55%) Artificial Intelligence Developer
7 7 (4.61%) Data Engineer
8 5 (3.29%) Azure Developer
8 5 (3.29%) Security Architect
9 4 (2.63%) Backend Developer
9 4 (2.63%) Evangelist
9 4 (2.63%) Python Engineer
9 4 (2.63%) Senior Architect
10 3 (1.97%) Artificial Intelligence Specialist
10 3 (1.97%) Azure Engineer
10 3 (1.97%) Senior Developer
10 3 (1.97%) Senior Technical Architect
10 3 (1.97%) Technical Architect
Libraries, Frameworks & Software Standards
1 136 (89.47%) PyTorch
2 71 (46.71%) scikit-learn
3 37 (24.34%) Pandas
4 29 (19.08%) Hugging Face
5 26 (17.11%) NumPy
6 22 (14.47%) LangChain
7 19 (12.50%) .NET
8 15 (9.87%) Node.js
8 15 (9.87%) RESTful
9 12 (7.89%) Semantic Kernel
10 11 (7.24%) Google JAX
10 11 (7.24%) JAX
10 11 (7.24%) LangGraph
11 10 (6.58%) REST
12 9 (5.92%) SpaCy
13 8 (5.26%) .NET Core
13 8 (5.26%) AngularJS
13 8 (5.26%) OpenCV
13 8 (5.26%) Regular Expression
13 8 (5.26%) XGBoost
Miscellaneous
1 40 (26.32%) Algorithms
2 23 (15.13%) Cloud Native
3 20 (13.16%) AI Agents
4 9 (5.92%) Onboarding
5 8 (5.26%) Analytical Mindset
6 5 (3.29%) Clustering
6 5 (3.29%) Distributed Systems
7 4 (2.63%) Online Banking
8 3 (1.97%) Blog
8 3 (1.97%) Data Protection Act
8 3 (1.97%) Derivative
8 3 (1.97%) Distributed Computing
9 2 (1.32%) CUDA
9 2 (1.32%) Data Structures
9 2 (1.32%) Legacy Systems
9 2 (1.32%) Low-Code
9 2 (1.32%) Public Cloud
9 2 (1.32%) Security Posture
9 2 (1.32%) Virtual Team
9 2 (1.32%) Web Conferencing
Operating Systems
1 2 (1.32%) Windows
Processes & Methodologies
1 148 (97.37%) Machine Learning
2 133 (87.50%) AI
3 87 (57.24%) Data Science
4 74 (48.68%) LLM
5 60 (39.47%) MLOps
6 56 (36.84%) Deep Learning
7 50 (32.89%) Data Pipeline
8 49 (32.24%) CI/CD
9 47 (30.92%) Natural Language Processing
10 46 (30.26%) DevOps
11 43 (28.29%) Generative AI
12 42 (27.63%) Analytics
12 42 (27.63%) Retrieval-Augmented Generation
13 41 (26.97%) Agile
14 40 (26.32%) Problem-Solving
15 37 (24.34%) Prompt Engineering
16 31 (20.39%) Data Engineering
17 30 (19.74%) Containerisation
17 30 (19.74%) Software Engineering
18 24 (15.79%) Computer Science
Programming Languages
1 147 (96.71%) Python
2 47 (30.92%) SQL
3 18 (11.84%) Java
4 15 (9.87%) R
5 13 (8.55%) C#
5 13 (8.55%) C++
6 9 (5.92%) JavaScript
7 7 (4.61%) Bicep
8 4 (2.63%) TypeScript
9 3 (1.97%) C
10 2 (1.32%) Ada
10 2 (1.32%) Go
10 2 (1.32%) Scala
11 1 (0.66%) Bash
Qualifications
1 27 (17.76%) Degree
2 23 (15.13%) MCP
3 13 (8.55%) Master's Degree
4 12 (7.89%) Security Cleared
5 10 (6.58%) Computer Science Degree
6 7 (4.61%) PhD
7 5 (3.29%) SC Cleared
8 2 (1.32%) DV Cleared
8 2 (1.32%) Postgraduate
9 1 (0.66%) AWS Certification
9 1 (0.66%) Azure Certification
9 1 (0.66%) BPSS Clearance
9 1 (0.66%) CESG Certified Professional
9 1 (0.66%) CISM
9 1 (0.66%) CISSP
9 1 (0.66%) OSCP
Quality Assurance & Compliance
1 17 (11.18%) EU AI Act
2 16 (10.53%) NIST
3 9 (5.92%) QA
4 7 (4.61%) GDPR
5 5 (3.29%) Data Quality
6 4 (2.63%) ISO/IEC 27001
7 2 (1.32%) NIST 800
7 2 (1.32%) PCI DSS
8 1 (0.66%) California Consumer Privacy Act
8 1 (0.66%) Def Stans
8 1 (0.66%) GxP
8 1 (0.66%) HIPAA
8 1 (0.66%) JSP 440
8 1 (0.66%) NCSC
System Software
1 43 (28.29%) Docker
2 7 (4.61%) Active Directory
3 6 (3.95%) Virtual Machines
4 2 (1.32%) HDFS
5 1 (0.66%) GPFS
5 1 (0.66%) Lustre
5 1 (0.66%) Slurm Workload Manager
Systems Management
1 55 (36.18%) Kubernetes
2 11 (7.24%) Terraform
3 5 (3.29%) Kubeflow
4 3 (1.97%) Ansible
5 1 (0.66%) Grafana
5 1 (0.66%) Microsoft Intune
5 1 (0.66%) Prometheus
5 1 (0.66%) SCCM
5 1 (0.66%) SELinux
Vendors
1 39 (25.66%) Microsoft
2 28 (18.42%) OpenAI
3 25 (16.45%) Databricks
4 24 (15.79%) Google
5 20 (13.16%) Foundry
6 4 (2.63%) NVIDIA
6 4 (2.63%) SAP
7 2 (1.32%) Automation Anywhere
7 2 (1.32%) Dynatrace
7 2 (1.32%) UiPath
8 1 (0.66%) Dataiku
8 1 (0.66%) DataRobot
8 1 (0.66%) Splunk
8 1 (0.66%) Workday