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

6 months to
22 Dec 2025
Same period 2024 Same period 2023
Rank 392 452 462
Rank change year-on-year +60 +10 +199
Contract jobs citing TensorFlow 155 66 101
As % of all contract jobs in England 0.49% 0.23% 0.27%
As % of the Libraries, Frameworks & Software Standards category 2.22% 1.05% 1.26%
Number of daily rates quoted 104 44 60
10th Percentile £400 £358 £400
25th Percentile £449 £485 £459
Median daily rate (50th Percentile) £525 £575 £545
Median % change year-on-year -8.70% +5.50% -12.80%
75th Percentile £638 £663 £713
90th Percentile £734 £721 £788
UK median daily rate £528 £575 £545
% change year-on-year -8.26% +5.50% -12.80%
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 6,974 6,271 8,042
As % of all contract IT jobs advertised in England 22.21% 21.89% 21.80%
Number of daily rates quoted 4,659 4,004 5,845
10th Percentile £351 £358 £365
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -5.17%
75th Percentile £633 £663 £675
90th Percentile £738 £788 £763
UK median daily rate £508 £545 £550
% change year-on-year -6.88% -0.91% -4.35%
Number of hourly rates quoted 189 77 166
10th Percentile £31.25 £26.25 £33.50
25th Percentile £43.84 £43.50 £46.18
Median hourly rate £58.00 £62.50 £51.89
Median % change year-on-year -7.20% +20.45% -20.17%
75th Percentile £67.00 £65.75 £70.00
90th Percentile £77.50 £74.18 £78.00
UK median hourly rate £58.73 £62.50 £52.50
% change year-on-year -6.04% +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 22 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 22 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 +51 90 £525 -8.70% 133
East of England +1 24 £560 -13.85% 75
North of England -31 19 £489 +7.47% 98
Yorkshire - 16 £500 - 39
South East -7 14 £525 -4.55% 124
East Midlands -19 3 £385 +10.63% 24
North West -31 3 £438 -3.85% 54
Midlands -41 3 £385 +8.15% 65
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 17 (10.97%) Apache Spark
2 3 (1.94%) Apache Airflow
3 2 (1.29%) Apache
3 2 (1.29%) Appian
3 2 (1.29%) Jupyter
4 1 (0.65%) Microsoft Exchange
Applications
1 6 (3.87%) Chatbot
2 2 (1.29%) GNU Octave
3 1 (0.65%) Microsoft Office
Cloud Services
1 100 (64.52%) Azure
2 55 (35.48%) AWS
3 49 (31.61%) GCP
4 33 (21.29%) Azure AKS
5 31 (20.00%) GitHub
6 23 (14.84%) Azure Machine Learning
7 17 (10.97%) Azure AI
8 16 (10.32%) Azure DevOps
8 16 (10.32%) Serverless
9 15 (9.68%) GitHub Copilot
10 14 (9.03%) Azure Functions
11 12 (7.74%) Azure Cognitive Services
12 11 (7.10%) Azure Key Vault
12 11 (7.10%) PaaS
13 10 (6.45%) GitHub Actions
13 10 (6.45%) Power Platform
13 10 (6.45%) Vertex AI
14 9 (5.81%) Amazon SageMaker
14 9 (5.81%) Azure Data Factory
15 8 (5.16%) Azure Event Grid
Communications & Networking
1 5 (3.23%) Network Security
2 4 (2.58%) Internet
3 1 (0.65%) InfiniBand
Database & Business Intelligence
1 17 (10.97%) PostgreSQL
2 16 (10.32%) NoSQL
3 15 (9.68%) Big Data
4 11 (7.10%) Data Lake
5 10 (6.45%) Power BI
6 9 (5.81%) BigQuery
7 8 (5.16%) Tableau
8 6 (3.87%) Hadoop
8 6 (3.87%) MySQL
8 6 (3.87%) Pinecone
8 6 (3.87%) RDBMS
8 6 (3.87%) Relational Database
9 4 (2.58%) Amazon Redshift
9 4 (2.58%) Data Warehouse
10 3 (1.94%) Data Mining
10 3 (1.94%) Delta Lake
10 3 (1.94%) Metadata
10 3 (1.94%) Weaviate
11 2 (1.29%) Azure SQL Database
11 2 (1.29%) Neo4j
Development Applications
1 15 (9.68%) MLflow
2 12 (7.74%) Git
3 8 (5.16%) Jenkins
4 6 (3.87%) PyCharm
5 3 (1.94%) GitLab
5 3 (1.94%) SonarQube
6 2 (1.29%) JIRA
7 1 (0.65%) Bitbucket
General
1 57 (36.77%) Social Skills
2 39 (25.16%) Finance
3 24 (15.48%) Analytical Skills
4 14 (9.03%) Banking
5 12 (7.74%) Public Sector
6 8 (5.16%) Documentation Skills
7 4 (2.58%) Investment Banking
7 4 (2.58%) Legal
8 3 (1.94%) Inclusion and Diversity
8 3 (1.94%) Retail
8 3 (1.94%) Telecoms
9 1 (0.65%) Aerospace
9 1 (0.65%) Electronics
9 1 (0.65%) Law
9 1 (0.65%) Manufacturing
9 1 (0.65%) Marketing
9 1 (0.65%) Pharmaceutical
9 1 (0.65%) Presentation Skills
9 1 (0.65%) Private Banking
Job Titles
1 58 (37.42%) Artificial Intelligence Engineer
2 27 (17.42%) Data Scientist
3 24 (15.48%) Developer
4 18 (11.61%) Senior
5 16 (10.32%) Artificial Intelligence Developer
5 16 (10.32%) Machine Learning Engineer
6 13 (8.39%) Architect
7 12 (7.74%) Artificial Intelligence Architect
8 7 (4.52%) Data Engineer
9 5 (3.23%) Azure Developer
9 5 (3.23%) Security Architect
10 4 (2.58%) Backend Developer
10 4 (2.58%) Data Science Developer
10 4 (2.58%) Evangelist
10 4 (2.58%) Python Engineer
10 4 (2.58%) Senior Architect
11 3 (1.94%) Artificial Intelligence Specialist
11 3 (1.94%) Azure Engineer
11 3 (1.94%) Senior Technical Architect
11 3 (1.94%) Technical Architect
Libraries, Frameworks & Software Standards
1 139 (89.68%) PyTorch
2 70 (45.16%) scikit-learn
3 38 (24.52%) Pandas
4 30 (19.35%) Hugging Face
5 27 (17.42%) NumPy
6 24 (15.48%) LangChain
7 19 (12.26%) .NET
8 15 (9.68%) Node.js
9 14 (9.03%) RESTful
10 12 (7.74%) Google JAX
10 12 (7.74%) JAX
10 12 (7.74%) Semantic Kernel
11 11 (7.10%) LangGraph
12 10 (6.45%) SpaCy
13 9 (5.81%) OpenCV
13 9 (5.81%) Regular Expression
14 8 (5.16%) AngularJS
14 8 (5.16%) Matplotlib
14 8 (5.16%) React
14 8 (5.16%) REST
Miscellaneous
1 43 (27.74%) Algorithms
2 24 (15.48%) Cloud Native
3 22 (14.19%) AI Agents
4 10 (6.45%) Onboarding
5 8 (5.16%) Analytical Mindset
6 5 (3.23%) Clustering
6 5 (3.23%) Distributed Systems
7 4 (2.58%) Distributed Computing
7 4 (2.58%) Online Banking
8 3 (1.94%) Blog
8 3 (1.94%) Data Protection Act
8 3 (1.94%) Derivative
9 2 (1.29%) Autonomous Agent
9 2 (1.29%) CUDA
9 2 (1.29%) Data Structures
9 2 (1.29%) Product Ownership
9 2 (1.29%) Public Cloud
9 2 (1.29%) Security Posture
9 2 (1.29%) Virtual Team
9 2 (1.29%) Web Conferencing
Operating Systems
1 2 (1.29%) Windows
Processes & Methodologies
1 150 (96.77%) Machine Learning
2 136 (87.74%) AI
3 89 (57.42%) Data Science
4 76 (49.03%) LLM
5 58 (37.42%) MLOps
6 57 (36.77%) Deep Learning
7 49 (31.61%) Data Pipeline
8 48 (30.97%) Natural Language Processing
9 46 (29.68%) CI/CD
9 46 (29.68%) Generative AI
10 45 (29.03%) DevOps
11 42 (27.10%) Analytics
12 41 (26.45%) Agile
12 41 (26.45%) Problem-Solving
13 40 (25.81%) Retrieval-Augmented Generation
14 35 (22.58%) Prompt Engineering
15 31 (20.00%) Data Engineering
16 30 (19.35%) Software Engineering
17 29 (18.71%) Containerisation
18 27 (17.42%) Computer Science
Programming Languages
1 151 (97.42%) Python
2 45 (29.03%) SQL
3 18 (11.61%) Java
3 18 (11.61%) R
4 13 (8.39%) C#
4 13 (8.39%) C++
5 9 (5.81%) JavaScript
6 7 (4.52%) Bicep
7 4 (2.58%) TypeScript
8 3 (1.94%) C
8 3 (1.94%) Scala
9 2 (1.29%) Ada
9 2 (1.29%) Go
10 1 (0.65%) Bash
Qualifications
1 30 (19.35%) Degree
2 24 (15.48%) MCP
3 16 (10.32%) Master's Degree
4 12 (7.74%) Security Cleared
5 11 (7.10%) Computer Science Degree
6 9 (5.81%) PhD
7 5 (3.23%) SC Cleared
8 2 (1.29%) DV Cleared
8 2 (1.29%) Postgraduate
9 1 (0.65%) AWS Certification
9 1 (0.65%) Azure Certification
9 1 (0.65%) BPSS Clearance
9 1 (0.65%) CESG Certified Professional
9 1 (0.65%) CISM
9 1 (0.65%) CISSP
9 1 (0.65%) OSCP
Quality Assurance & Compliance
1 17 (10.97%) EU AI Act
1 17 (10.97%) NIST
2 10 (6.45%) QA
3 8 (5.16%) GDPR
4 5 (3.23%) Data Quality
5 4 (2.58%) ISO/IEC 27001
6 3 (1.94%) NIST 800
7 2 (1.29%) PCI DSS
8 1 (0.65%) California Consumer Privacy Act
8 1 (0.65%) Def Stans
8 1 (0.65%) GxP
8 1 (0.65%) HIPAA
8 1 (0.65%) JSP 440
8 1 (0.65%) NCSC
System Software
1 41 (26.45%) Docker
2 7 (4.52%) Active Directory
2 7 (4.52%) Virtual Machines
3 2 (1.29%) HDFS
4 1 (0.65%) GPFS
4 1 (0.65%) Lustre
4 1 (0.65%) Slurm Workload Manager
Systems Management
1 53 (34.19%) Kubernetes
2 11 (7.10%) Terraform
3 5 (3.23%) Kubeflow
4 3 (1.94%) Ansible
5 1 (0.65%) Grafana
5 1 (0.65%) Microsoft Intune
5 1 (0.65%) Prometheus
5 1 (0.65%) SCCM
5 1 (0.65%) SELinux
Vendors
1 38 (24.52%) Microsoft
2 26 (16.77%) OpenAI
3 25 (16.13%) Databricks
4 24 (15.48%) Google
5 19 (12.26%) Foundry
6 4 (2.58%) SAP
7 3 (1.94%) NVIDIA
8 2 (1.29%) Dynatrace
9 1 (0.65%) Automation Anywhere
9 1 (0.65%) Dataiku
9 1 (0.65%) DataRobot
9 1 (0.65%) Splunk
9 1 (0.65%) UiPath
9 1 (0.65%) Workday