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

6 months to
8 Dec 2025
Same period 2024 Same period 2023
Rank 397 445 457
Rank change year-on-year +48 +12 +195
Contract jobs citing TensorFlow 147 62 114
As % of all contract jobs in England 0.47% 0.20% 0.30%
As % of the Libraries, Frameworks & Software Standards category 2.13% 0.94% 1.35%
Number of daily rates quoted 99 40 68
10th Percentile £400 £356 £378
25th Percentile £449 £473 £450
Median daily rate (50th Percentile) £525 £600 £540
Median % change year-on-year -12.50% +11.11% -13.60%
75th Percentile £638 £663 £691
90th Percentile £725 £726 £801
UK median daily rate £528 £600 £540
% change year-on-year -12.08% +11.11% -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 - - +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 6,902 6,610 8,424
As % of all contract IT jobs advertised in England 22.29% 21.80% 21.87%
Number of daily rates quoted 4,629 4,224 6,131
10th Percentile £350 £358 £369
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £508 £550 £550
Median % change year-on-year -7.73% - -4.68%
75th Percentile £625 £666 £675
90th Percentile £725 £800 £775
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 168 95 174
10th Percentile £31.10 £26.35 £35.00
25th Percentile £43.00 £43.25 £46.18
Median hourly rate £56.90 £65.00 £53.50
Median % change year-on-year -12.46% +21.50% -17.69%
75th Percentile £65.00 £67.75 £70.00
90th Percentile £77.33 £74.00 £78.00
UK median hourly rate £55.00 £62.50 £54.78
% change year-on-year -12.00% +14.09% -15.72%

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 8 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 8 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 +46 83 £525 -12.50% 52
East of England +7 23 £550 -15.38% 36
North of England -31 19 £489 +3.93% 44
Yorkshire - 16 £500 - 16
South East -3 14 £525 -4.55% 60
North West -20 3 £438 -7.01% 26
East Midlands -20 2 £375 +5.34% 12
Midlands -36 2 £375 +5.34% 33
South West -12 1 £550 -29.03% 21
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 (9.52%) Apache Spark
2 3 (2.04%) Jupyter
3 2 (1.36%) Apache
3 2 (1.36%) Apache Airflow
4 1 (0.68%) Microsoft Exchange
Applications
1 6 (4.08%) Chatbot
2 2 (1.36%) GNU Octave
3 1 (0.68%) Microsoft Office
Cloud Services
1 92 (62.59%) Azure
2 49 (33.33%) AWS
3 47 (31.97%) GCP
4 33 (22.45%) Azure AKS
5 28 (19.05%) GitHub
6 22 (14.97%) Azure Machine Learning
7 16 (10.88%) Azure DevOps
7 16 (10.88%) Serverless
8 14 (9.52%) Azure AI
8 14 (9.52%) Azure Functions
9 13 (8.84%) GitHub Copilot
10 12 (8.16%) Azure Cognitive Services
11 11 (7.48%) Azure Key Vault
11 11 (7.48%) PaaS
12 10 (6.80%) Vertex AI
13 9 (6.12%) GitHub Actions
13 9 (6.12%) Power Platform
14 8 (5.44%) Azure Logic Apps
14 8 (5.44%) Azure Service Bus
14 8 (5.44%) Entra ID
Communications & Networking
1 5 (3.40%) Network Security
2 4 (2.72%) Internet
3 1 (0.68%) InfiniBand
Database & Business Intelligence
1 17 (11.56%) PostgreSQL
2 14 (9.52%) NoSQL
3 12 (8.16%) Big Data
4 10 (6.80%) Data Lake
5 9 (6.12%) BigQuery
5 9 (6.12%) Power BI
6 8 (5.44%) Tableau
7 6 (4.08%) MySQL
7 6 (4.08%) RDBMS
7 6 (4.08%) Relational Database
8 5 (3.40%) Hadoop
9 4 (2.72%) Data Warehouse
9 4 (2.72%) Pinecone
10 3 (2.04%) Delta Lake
10 3 (2.04%) Metadata
11 2 (1.36%) Amazon Redshift
11 2 (1.36%) Azure SQL Database
11 2 (1.36%) Weaviate
12 1 (0.68%) Apache Hive
12 1 (0.68%) Neo4j
Development Applications
1 13 (8.84%) MLflow
2 11 (7.48%) Git
3 8 (5.44%) Jenkins
4 6 (4.08%) PyCharm
5 3 (2.04%) GitLab
6 1 (0.68%) Bitbucket
6 1 (0.68%) JIRA
6 1 (0.68%) SonarQube
6 1 (0.68%) TensorBoard
General
1 50 (34.01%) Social Skills
2 32 (21.77%) Finance
3 22 (14.97%) Analytical Skills
4 12 (8.16%) Banking
5 10 (6.80%) Public Sector
6 7 (4.76%) Documentation Skills
7 4 (2.72%) Legal
8 3 (2.04%) Retail
8 3 (2.04%) Telecoms
9 2 (1.36%) Aerospace
9 2 (1.36%) Inclusion and Diversity
10 1 (0.68%) Electronics
10 1 (0.68%) Financial Institution
10 1 (0.68%) Investment Banking
10 1 (0.68%) Law
10 1 (0.68%) Manufacturing
10 1 (0.68%) Marketing
10 1 (0.68%) Pharmaceutical
10 1 (0.68%) Private Banking
Job Titles
1 54 (36.73%) Artificial Intelligence Engineer
2 25 (17.01%) Data Scientist
3 24 (16.33%) Developer
4 18 (12.24%) Senior
5 16 (10.88%) Artificial Intelligence Developer
6 15 (10.20%) Machine Learning Engineer
7 14 (9.52%) Architect
8 13 (8.84%) Artificial Intelligence Architect
9 7 (4.76%) Data Engineer
10 5 (3.40%) Azure Developer
10 5 (3.40%) Security Architect
11 4 (2.72%) Backend Developer
11 4 (2.72%) Data Science Developer
11 4 (2.72%) Python Engineer
11 4 (2.72%) Senior Architect
12 3 (2.04%) Artificial Intelligence Specialist
12 3 (2.04%) Azure Engineer
12 3 (2.04%) Senior Developer
12 3 (2.04%) Senior Technical Architect
12 3 (2.04%) Technical Architect
Libraries, Frameworks & Software Standards
1 131 (89.12%) PyTorch
2 61 (41.50%) scikit-learn
3 33 (22.45%) Pandas
4 28 (19.05%) Hugging Face
5 23 (15.65%) NumPy
6 19 (12.93%) .NET
6 19 (12.93%) LangChain
7 13 (8.84%) RESTful
8 12 (8.16%) Google JAX
8 12 (8.16%) JAX
8 12 (8.16%) Semantic Kernel
9 11 (7.48%) Node.js
10 10 (6.80%) SpaCy
11 9 (6.12%) OpenCV
11 9 (6.12%) Regular Expression
12 8 (5.44%) .NET Core
12 8 (5.44%) AngularJS
12 8 (5.44%) LangGraph
12 8 (5.44%) React
13 7 (4.76%) PySpark
Miscellaneous
1 43 (29.25%) Algorithms
2 22 (14.97%) Cloud Native
3 18 (12.24%) AI Agents
4 10 (6.80%) Onboarding
5 6 (4.08%) Analytical Mindset
6 5 (3.40%) Clustering
6 5 (3.40%) Distributed Computing
6 5 (3.40%) Distributed Systems
7 4 (2.72%) Online Banking
8 3 (2.04%) Data Protection Act
9 2 (1.36%) Autonomous Agent
9 2 (1.36%) CUDA
9 2 (1.36%) Data Structures
9 2 (1.36%) Derivative
9 2 (1.36%) Product Ownership
9 2 (1.36%) Public Cloud
9 2 (1.36%) Robotics
9 2 (1.36%) Security Posture
10 1 (0.68%) Educational Technology
10 1 (0.68%) Genomics
Operating Systems
1 2 (1.36%) Windows
Processes & Methodologies
1 142 (96.60%) Machine Learning
2 130 (88.44%) AI
3 85 (57.82%) Data Science
4 75 (51.02%) LLM
5 56 (38.10%) MLOps
6 55 (37.41%) Deep Learning
7 47 (31.97%) Data Pipeline
8 46 (31.29%) Natural Language Processing
9 43 (29.25%) CI/CD
10 41 (27.89%) DevOps
10 41 (27.89%) Generative AI
11 39 (26.53%) Agile
11 39 (26.53%) Problem-Solving
12 38 (25.85%) Analytics
13 35 (23.81%) Retrieval-Augmented Generation
14 32 (21.77%) Software Engineering
15 30 (20.41%) Prompt Engineering
16 28 (19.05%) Data Engineering
17 26 (17.69%) Containerisation
18 25 (17.01%) Computer Science
Programming Languages
1 143 (97.28%) Python
2 39 (26.53%) SQL
3 17 (11.56%) R
4 12 (8.16%) Java
5 10 (6.80%) C#
5 10 (6.80%) C++
6 8 (5.44%) JavaScript
7 7 (4.76%) Bicep
8 4 (2.72%) C
9 3 (2.04%) Scala
10 2 (1.36%) Bash
10 2 (1.36%) TypeScript
11 1 (0.68%) Go
Qualifications
1 29 (19.73%) Degree
2 21 (14.29%) MCP
3 15 (10.20%) Master's Degree
4 10 (6.80%) Security Cleared
5 9 (6.12%) PhD
6 8 (5.44%) Computer Science Degree
7 4 (2.72%) SC Cleared
8 2 (1.36%) DV Cleared
8 2 (1.36%) Postgraduate
9 1 (0.68%) AWS Certification
9 1 (0.68%) BPSS Clearance
9 1 (0.68%) CESG Certified Professional
9 1 (0.68%) CISM
9 1 (0.68%) CISSP
9 1 (0.68%) OSCP
Quality Assurance & Compliance
1 17 (11.56%) EU AI Act
1 17 (11.56%) NIST
2 8 (5.44%) GDPR
2 8 (5.44%) QA
3 4 (2.72%) ISO/IEC 27001
4 3 (2.04%) Data Quality
4 3 (2.04%) NIST 800
5 2 (1.36%) PCI DSS
6 1 (0.68%) California Consumer Privacy Act
6 1 (0.68%) Def Stans
6 1 (0.68%) GxP
6 1 (0.68%) HIPAA
6 1 (0.68%) JSP 440
6 1 (0.68%) NCSC
System Software
1 38 (25.85%) Docker
2 7 (4.76%) Active Directory
2 7 (4.76%) Virtual Machines
3 1 (0.68%) GPFS
3 1 (0.68%) Lustre
3 1 (0.68%) Slurm Workload Manager
Systems Management
1 51 (34.69%) Kubernetes
2 10 (6.80%) Terraform
3 5 (3.40%) Kubeflow
4 2 (1.36%) Ansible
5 1 (0.68%) Grafana
5 1 (0.68%) Microsoft Intune
5 1 (0.68%) Prometheus
5 1 (0.68%) SCCM
5 1 (0.68%) SELinux
Vendors
1 37 (25.17%) Microsoft
2 23 (15.65%) Google
2 23 (15.65%) OpenAI
3 22 (14.97%) Databricks
4 18 (12.24%) Foundry
5 4 (2.72%) SAP
6 3 (2.04%) NVIDIA
7 1 (0.68%) Dataiku
7 1 (0.68%) DataRobot
7 1 (0.68%) Dynatrace
7 1 (0.68%) Splunk
7 1 (0.68%) Workday