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

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 412 447 462
Rank change year-on-year +35 +15 +186
Contract jobs citing TensorFlow 134 69 112
As % of all contract jobs in England 0.44% 0.22% 0.28%
As % of the Libraries, Frameworks & Software Standards category 1.94% 1.02% 1.27%
Number of daily rates quoted 90 44 72
10th Percentile £400 £358 £400
25th Percentile £425 £485 £441
Median daily rate (50th Percentile) £525 £600 £550
Median % change year-on-year -12.50% +9.09% -11.11%
75th Percentile £624 £675 £763
90th Percentile £688 £768 £849
UK median daily rate £531 £600 £545
% change year-on-year -11.46% +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 6,906 6,756 8,788
As % of all contract IT jobs advertised in England 22.86% 21.67% 22.09%
Number of daily rates quoted 4,664 4,314 6,421
10th Percentile £350 £356 £375
25th Percentile £413 £435 £450
Median daily rate (50th Percentile) £510 £550 £550
Median % change year-on-year -7.27% - -4.97%
75th Percentile £634 £666 £675
90th Percentile £738 £800 £775
UK median daily rate £503 £550 £550
% change year-on-year -8.64% - -4.35%
Number of hourly rates quoted 180 99 182
10th Percentile £30.68 £26.25 £36.31
25th Percentile £43.00 £41.88 £46.18
Median hourly rate £55.50 £65.00 £55.00
Median % change year-on-year -14.62% +18.18% -15.38%
75th Percentile £65.00 £70.00 £70.00
90th Percentile £76.35 £74.00 £78.00
UK median hourly rate £55.00 £62.50 £55.00
% change year-on-year -12.00% +13.64% -12.47%

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 15 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 15 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 +38 76 £525 -16.00% 219
East of England +1 22 £550 -12.00% 7
North of England -33 18 £489 +3.93% 33
Yorkshire - 16 £500 - 5
South East +10 12 £475 -13.64% 35
North West -26 2 £438 -7.01% 28
South West +1 1 £550 -29.03% 12
East Midlands -16 1 £375 +5.34% 2
Midlands -34 1 £375 +5.34% 9
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 (11.19%) Apache Spark
2 3 (2.24%) Jupyter
3 2 (1.49%) Apache
4 1 (0.75%) Apache Airflow
4 1 (0.75%) Microsoft Exchange
Applications
1 6 (4.48%) Chatbot
2 2 (1.49%) GNU Octave
3 1 (0.75%) Microsoft Office
Cloud Services
1 80 (59.70%) Azure
2 45 (33.58%) AWS
3 43 (32.09%) GCP
4 31 (23.13%) Azure AKS
5 24 (17.91%) GitHub
6 16 (11.94%) Azure Machine Learning
7 13 (9.70%) Azure DevOps
7 13 (9.70%) Serverless
8 12 (8.96%) Azure Functions
8 12 (8.96%) GitHub Copilot
9 11 (8.21%) Azure AI
9 11 (8.21%) PaaS
10 10 (7.46%) Vertex AI
11 8 (5.97%) Amazon SageMaker
11 8 (5.97%) Power Platform
12 7 (5.22%) Azure Cognitive Services
12 7 (5.22%) Azure Synapse Analytics
13 6 (4.48%) GitHub Actions
14 5 (3.73%) Azure Logic Apps
14 5 (3.73%) Azure Service Bus
Communications & Networking
1 4 (2.99%) Internet
2 3 (2.24%) Network Security
3 1 (0.75%) InfiniBand
Database & Business Intelligence
1 17 (12.69%) PostgreSQL
2 13 (9.70%) NoSQL
3 11 (8.21%) Big Data
4 10 (7.46%) Data Lake
5 8 (5.97%) BigQuery
5 8 (5.97%) Power BI
5 8 (5.97%) Tableau
6 6 (4.48%) MySQL
6 6 (4.48%) RDBMS
6 6 (4.48%) Relational Database
7 5 (3.73%) Hadoop
8 3 (2.24%) Data Warehouse
8 3 (2.24%) Metadata
8 3 (2.24%) Pinecone
9 2 (1.49%) Azure SQL Database
10 1 (0.75%) Amazon Redshift
10 1 (0.75%) Apache Hive
10 1 (0.75%) Data Mining
10 1 (0.75%) Weaviate
Development Applications
1 12 (8.96%) MLflow
2 11 (8.21%) Git
3 8 (5.97%) Jenkins
4 6 (4.48%) PyCharm
5 3 (2.24%) GitLab
6 1 (0.75%) TensorBoard
General
1 46 (34.33%) Social Skills
2 30 (22.39%) Finance
3 21 (15.67%) Analytical Skills
4 11 (8.21%) Banking
5 9 (6.72%) Public Sector
6 6 (4.48%) Documentation Skills
7 4 (2.99%) Legal
8 3 (2.24%) Retail
8 3 (2.24%) Telecoms
9 2 (1.49%) Aerospace
9 2 (1.49%) Inclusion and Diversity
10 1 (0.75%) Electronics
10 1 (0.75%) Financial Institution
10 1 (0.75%) Law
10 1 (0.75%) Manufacturing
10 1 (0.75%) Marketing
10 1 (0.75%) Pharmaceutical
10 1 (0.75%) Private Banking
Job Titles
1 51 (38.06%) Artificial Intelligence Engineer
2 21 (15.67%) Data Scientist
3 20 (14.93%) Developer
4 16 (11.94%) Machine Learning Engineer
4 16 (11.94%) Senior
5 14 (10.45%) Artificial Intelligence Developer
6 9 (6.72%) Architect
7 8 (5.97%) Artificial Intelligence Architect
8 5 (3.73%) Data Engineer
8 5 (3.73%) Security Architect
9 4 (2.99%) Data Science Developer
10 3 (2.24%) Artificial Intelligence Specialist
10 3 (2.24%) Azure Developer
10 3 (2.24%) Backend Developer
10 3 (2.24%) Python Engineer
10 3 (2.24%) Senior Developer
11 2 (1.49%) Security Analyst
11 2 (1.49%) Senior Software Developer
11 2 (1.49%) Technical Manager
11 2 (1.49%) Test Engineer
Libraries, Frameworks & Software Standards
1 119 (88.81%) PyTorch
2 53 (39.55%) scikit-learn
3 30 (22.39%) Pandas
4 24 (17.91%) Hugging Face
5 18 (13.43%) NumPy
6 16 (11.94%) .NET
7 15 (11.19%) LangChain
8 13 (9.70%) RESTful
9 12 (8.96%) Google JAX
9 12 (8.96%) JAX
9 12 (8.96%) Semantic Kernel
10 10 (7.46%) SpaCy
11 9 (6.72%) OpenCV
11 9 (6.72%) Regular Expression
12 7 (5.22%) Node.js
12 7 (5.22%) REST
13 6 (4.48%) Matplotlib
14 5 (3.73%) AngularJS
14 5 (3.73%) pytest
14 5 (3.73%) React
Miscellaneous
1 44 (32.84%) Algorithms
2 21 (15.67%) Cloud Native
3 13 (9.70%) AI Agents
4 9 (6.72%) Onboarding
5 5 (3.73%) Analytical Mindset
5 5 (3.73%) Clustering
5 5 (3.73%) Distributed Computing
5 5 (3.73%) Distributed Systems
6 4 (2.99%) Online Banking
7 3 (2.24%) Data Protection Act
7 3 (2.24%) Data Structures
8 2 (1.49%) Autonomous Agent
8 2 (1.49%) Derivative
8 2 (1.49%) Product Ownership
8 2 (1.49%) Robotics
8 2 (1.49%) Security Posture
9 1 (0.75%) Educational Technology
9 1 (0.75%) Genomics
9 1 (0.75%) Life Science
9 1 (0.75%) Synthetic Data
Operating Systems
1 1 (0.75%) Windows
Processes & Methodologies
1 129 (96.27%) Machine Learning
2 117 (87.31%) AI
3 77 (57.46%) Data Science
4 67 (50.00%) LLM
5 54 (40.30%) Deep Learning
6 51 (38.06%) MLOps
7 45 (33.58%) Natural Language Processing
8 41 (30.60%) Data Pipeline
9 37 (27.61%) Problem-Solving
10 36 (26.87%) CI/CD
10 36 (26.87%) DevOps
11 35 (26.12%) Agile
11 35 (26.12%) Generative AI
12 31 (23.13%) Software Engineering
13 30 (22.39%) Analytics
14 27 (20.15%) Retrieval-Augmented Generation
15 26 (19.40%) Prompt Engineering
16 25 (18.66%) Computer Science
17 24 (17.91%) Data Engineering
18 23 (17.16%) Containerisation
Programming Languages
1 130 (97.01%) Python
2 36 (26.87%) SQL
3 16 (11.94%) R
4 9 (6.72%) Java
5 8 (5.97%) C++
6 5 (3.73%) C#
6 5 (3.73%) JavaScript
7 4 (2.99%) Bicep
7 4 (2.99%) C
8 3 (2.24%) Scala
9 2 (1.49%) Bash
10 1 (0.75%) TypeScript
Qualifications
1 28 (20.90%) Degree
2 18 (13.43%) MCP
3 14 (10.45%) Master's Degree
4 10 (7.46%) PhD
5 8 (5.97%) Security Cleared
6 7 (5.22%) Computer Science Degree
7 3 (2.24%) SC Cleared
8 2 (1.49%) DV Cleared
8 2 (1.49%) Postgraduate
9 1 (0.75%) AWS Certification
9 1 (0.75%) BPSS Clearance
9 1 (0.75%) CESG Certified Professional
9 1 (0.75%) CISM
9 1 (0.75%) CISSP
9 1 (0.75%) OSCP
Quality Assurance & Compliance
1 17 (12.69%) EU AI Act
1 17 (12.69%) NIST
2 7 (5.22%) GDPR
2 7 (5.22%) QA
3 4 (2.99%) ISO/IEC 27001
4 3 (2.24%) Data Quality
4 3 (2.24%) NIST 800
5 1 (0.75%) California Consumer Privacy Act
5 1 (0.75%) Def Stans
5 1 (0.75%) GxP
5 1 (0.75%) HIPAA
5 1 (0.75%) JSP 440
5 1 (0.75%) NCSC
5 1 (0.75%) PCI DSS
System Software
1 35 (26.12%) Docker
2 7 (5.22%) Virtual Machines
3 5 (3.73%) Active Directory
4 1 (0.75%) GPFS
4 1 (0.75%) Lustre
4 1 (0.75%) Slurm Workload Manager
Systems Management
1 47 (35.07%) Kubernetes
2 7 (5.22%) Terraform
3 6 (4.48%) Kubeflow
4 2 (1.49%) Ansible
5 1 (0.75%) Grafana
5 1 (0.75%) Microsoft Intune
5 1 (0.75%) Prometheus
5 1 (0.75%) SCCM
5 1 (0.75%) SELinux
Vendors
1 33 (24.63%) Microsoft
2 18 (13.43%) Google
3 17 (12.69%) Foundry
3 17 (12.69%) OpenAI
4 12 (8.96%) Databricks
5 4 (2.99%) SAP
6 2 (1.49%) NVIDIA
7 1 (0.75%) Dataiku
7 1 (0.75%) DataRobot
7 1 (0.75%) Splunk
7 1 (0.75%) Workday