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 16 January 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 389 427 459
Rank change year-on-year +38 +32 +192
Contract jobs citing TensorFlow 152 67 89
As % of all contract jobs in England 0.48% 0.25% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.16% 1.13% 1.15%
Number of daily rates quoted 98 45 55
10th Percentile £400 £363 £400
25th Percentile £453 £510 £450
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -25.00%
75th Percentile £638 £675 £650
90th Percentile £749 £720 £750
UK median daily rate £550 £575 £525
% change year-on-year -4.35% +9.52% -25.00%
Number of hourly rates quoted 0 3 15
Median hourly rate - £46.18 £46.18
UK median hourly rate - £46.18 £46.18
% change year-on-year - - -7.64%

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 7,048 5,926 7,743
As % of all contract IT jobs advertised in England 22.14% 21.99% 21.43%
Number of daily rates quoted 4,723 3,793 5,554
10th Percentile £356 £360 £363
25th Percentile £413 £430 £450
Median daily rate (50th Percentile) £515 £550 £550
Median % change year-on-year -6.36% - -4.35%
75th Percentile £638 £660 £673
90th Percentile £738 £788 £763
UK median daily rate £510 £535 £550
% change year-on-year -4.67% -2.73% -4.35%
Number of hourly rates quoted 186 70 168
10th Percentile £32.31 £26.25 £29.36
25th Percentile £44.01 £44.17 £46.18
Median hourly rate £57.75 £62.50 £54.78
Median % change year-on-year -7.60% +14.09% -15.72%
75th Percentile £65.00 £65.56 £70.00
90th Percentile £77.38 £75.10 £78.00
UK median hourly rate £60.00 £62.50 £55.00
% change year-on-year -4.00% +13.64% -15.38%

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 16 January 2026.

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 16 January 2026. 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 +43 94 £538 -6.52% 52
East of England +1 24 £625 -3.85% 54
North of England -40 15 £525 +15.38% 45
Yorkshire - 11 £525 - 21
South East -15 9 £450 -18.18% 81
Midlands -45 4 £395 +10.96% 33
East Midlands -27 3 £385 +10.63% 23
North East -14 2 £593 - 7
North West -22 2 £450 -1.10% 17
West Midlands -37 1 £500 +25.00% 8
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 5 (3.29%) Appian
3 4 (2.63%) Apache Airflow
4 2 (1.32%) Apache
4 2 (1.32%) Jupyter
5 1 (0.66%) Luigi
5 1 (0.66%) Microsoft Exchange
Applications
1 6 (3.95%) Chatbot
2 1 (0.66%) Microsoft Office
Cloud Services
1 106 (69.74%) Azure
2 60 (39.47%) AWS
3 56 (36.84%) GCP
4 31 (20.39%) GitHub
5 28 (18.42%) Azure AKS
6 22 (14.47%) Azure AI
6 22 (14.47%) Azure Machine Learning
7 16 (10.53%) Serverless
8 15 (9.87%) GitHub Copilot
9 14 (9.21%) Azure Functions
9 14 (9.21%) Power Platform
10 12 (7.89%) Azure Cognitive Services
10 12 (7.89%) Azure Data Factory
10 12 (7.89%) Azure DevOps
11 11 (7.24%) Azure Key Vault
11 11 (7.24%) PaaS
11 11 (7.24%) Vertex AI
12 10 (6.58%) GitHub Actions
13 9 (5.92%) Copilot Studio
13 9 (5.92%) Microsoft Copilot
Communications & Networking
1 5 (3.29%) Network Security
2 4 (2.63%) Internet
3 1 (0.66%) InfiniBand
Database & Business Intelligence
1 20 (13.16%) NoSQL
2 14 (9.21%) Power BI
3 13 (8.55%) Data Lake
4 12 (7.89%) PostgreSQL
5 10 (6.58%) Big Data
6 9 (5.92%) Pinecone
7 8 (5.26%) BigQuery
8 7 (4.61%) MySQL
9 6 (3.95%) RDBMS
9 6 (3.95%) Relational Database
10 5 (3.29%) Amazon Redshift
10 5 (3.29%) Tableau
11 4 (2.63%) Data Warehouse
11 4 (2.63%) SQL Server
12 3 (1.97%) Data Mining
12 3 (1.97%) Delta Lake
12 3 (1.97%) Weaviate
13 2 (1.32%) Azure SQL Database
13 2 (1.32%) Metadata
13 2 (1.32%) Neo4j
Development Applications
1 23 (15.13%) MLflow
2 10 (6.58%) Git
3 7 (4.61%) Jenkins
4 6 (3.95%) PyCharm
5 3 (1.97%) SonarQube
6 2 (1.32%) JIRA
7 1 (0.66%) Bitbucket
7 1 (0.66%) GitLab
General
1 59 (38.82%) Social Skills
2 43 (28.29%) Finance
3 16 (10.53%) Analytical Skills
4 13 (8.55%) Banking
4 13 (8.55%) Public Sector
5 11 (7.24%) Documentation Skills
6 4 (2.63%) Inclusion and Diversity
6 4 (2.63%) Investment Banking
6 4 (2.63%) Legal
7 2 (1.32%) Back Office
7 2 (1.32%) Retail
8 1 (0.66%) Aerospace
8 1 (0.66%) Electronics
8 1 (0.66%) Law
8 1 (0.66%) Manufacturing
8 1 (0.66%) Marketing
8 1 (0.66%) Pharmaceutical
8 1 (0.66%) Presentation Skills
8 1 (0.66%) Telecoms
Job Titles
1 58 (38.16%) Artificial Intelligence Engineer
2 26 (17.11%) Data Scientist
3 19 (12.50%) Machine Learning Engineer
3 19 (12.50%) Senior
4 17 (11.18%) Developer
5 10 (6.58%) Artificial Intelligence Developer
5 10 (6.58%) Data Engineer
6 9 (5.92%) Architect
6 9 (5.92%) Artificial Intelligence Architect
7 5 (3.29%) Azure Developer
8 4 (2.63%) Automation Engineer
8 4 (2.63%) Backend Developer
8 4 (2.63%) Evangelist
8 4 (2.63%) Python Engineer
8 4 (2.63%) Senior Architect
9 3 (1.97%) Artificial Intelligence Consultant
9 3 (1.97%) Artificial Intelligence Specialist
9 3 (1.97%) Azure Engineer
9 3 (1.97%) Senior Developer
9 3 (1.97%) Technical Architect
Libraries, Frameworks & Software Standards
1 139 (91.45%) PyTorch
2 74 (48.68%) scikit-learn
3 36 (23.68%) Pandas
4 28 (18.42%) Hugging Face
4 28 (18.42%) NumPy
5 24 (15.79%) LangChain
6 19 (12.50%) .NET
7 17 (11.18%) RESTful
8 15 (9.87%) Node.js
9 14 (9.21%) REST
10 12 (7.89%) Semantic Kernel
11 11 (7.24%) LangGraph
12 8 (5.26%) .NET Core
12 8 (5.26%) AngularJS
12 8 (5.26%) Faiss
12 8 (5.26%) PySpark
12 8 (5.26%) React
13 7 (4.61%) Google JAX
13 7 (4.61%) JAX
13 7 (4.61%) pytest
Miscellaneous
1 36 (23.68%) Algorithms
2 23 (15.13%) Cloud Native
3 20 (13.16%) AI Agents
4 7 (4.61%) Analytical Mindset
5 6 (3.95%) Distributed Systems
6 5 (3.29%) Clustering
6 5 (3.29%) Onboarding
7 4 (2.63%) Legacy Systems
7 4 (2.63%) Low-Code
7 4 (2.63%) Online Banking
8 3 (1.97%) Blog
8 3 (1.97%) Data Protection Act
8 3 (1.97%) Derivative
9 2 (1.32%) CUDA
9 2 (1.32%) Data Structures
9 2 (1.32%) Distributed Computing
9 2 (1.32%) Product Ownership
9 2 (1.32%) Public Cloud
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
2 132 (86.84%) AI
3 81 (53.29%) Data Science
4 71 (46.71%) LLM
5 64 (42.11%) MLOps
6 51 (33.55%) Data Pipeline
7 50 (32.89%) CI/CD
8 49 (32.24%) Deep Learning
9 48 (31.58%) Retrieval-Augmented Generation
10 45 (29.61%) Natural Language Processing
11 44 (28.95%) Analytics
12 42 (27.63%) Generative AI
12 42 (27.63%) Prompt Engineering
13 38 (25.00%) DevOps
14 37 (24.34%) Agile
14 37 (24.34%) Problem-Solving
15 34 (22.37%) Data Engineering
16 33 (21.71%) Containerisation
17 28 (18.42%) Feature Engineering
18 26 (17.11%) Microservices
Programming Languages
1 144 (94.74%) Python
2 48 (31.58%) SQL
3 14 (9.21%) Java
4 13 (8.55%) C#
5 10 (6.58%) R
6 9 (5.92%) C++
6 9 (5.92%) JavaScript
7 7 (4.61%) Bicep
8 4 (2.63%) TypeScript
9 2 (1.32%) Ada
9 2 (1.32%) Go
9 2 (1.32%) Scala
10 1 (0.66%) Bash
Qualifications
1 24 (15.79%) Degree
2 23 (15.13%) MCP
3 14 (9.21%) Security Cleared
4 12 (7.89%) Master's Degree
5 10 (6.58%) Computer Science Degree
6 7 (4.61%) SC Cleared
7 6 (3.95%) PhD
8 2 (1.32%) DV Cleared
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 12 (7.89%) EU AI Act
1 12 (7.89%) NIST
2 9 (5.92%) QA
3 6 (3.95%) Data Quality
4 3 (1.97%) GDPR
5 2 (1.32%) PCI DSS
6 1 (0.66%) California Consumer Privacy Act
6 1 (0.66%) Def Stans
6 1 (0.66%) GxP
6 1 (0.66%) HIPAA
6 1 (0.66%) JSP 440
6 1 (0.66%) NCSC
6 1 (0.66%) NIST 800
System Software
1 50 (32.89%) Docker
2 7 (4.61%) Active Directory
3 3 (1.97%) 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 10 (6.58%) Terraform
3 4 (2.63%) Kubeflow
4 2 (1.32%) 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 38 (25.00%) Microsoft
2 31 (20.39%) OpenAI
3 26 (17.11%) Google
4 25 (16.45%) Databricks
5 22 (14.47%) Foundry
6 5 (3.29%) NVIDIA
7 4 (2.63%) Automation Anywhere
7 4 (2.63%) SAP
7 4 (2.63%) UiPath
8 2 (1.32%) Dynatrace
9 1 (0.66%) Dataiku
9 1 (0.66%) DataRobot
9 1 (0.66%) Splunk
9 1 (0.66%) Workday