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 9 February 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Feb 2026
Same period 2025 Same period 2024
Rank 391 418 456
Rank change year-on-year +27 +38 +195
Contract jobs citing TensorFlow 159 62 93
As % of all contract jobs in England 0.48% 0.24% 0.24%
As % of the Libraries, Frameworks & Software Standards category 2.19% 1.06% 1.19%
Number of daily rates quoted 101 46 59
10th Percentile £400 £379 £413
25th Percentile £463 £510 £463
Median daily rate (50th Percentile) £550 £575 £525
Median % change year-on-year -4.35% +9.52% -25.00%
75th Percentile £638 £672 £650
90th Percentile £775 £675 £750
UK median daily rate £550 £575 £525
% change year-on-year -4.35% +9.52% -25.53%
Number of hourly rates quoted 0 0 11
Median hourly rate - - £46.18
UK median hourly rate - - £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 7,262 5,823 7,820
As % of all contract IT jobs advertised in England 21.82% 22.38% 20.45%
Number of daily rates quoted 4,871 3,732 5,612
10th Percentile £358 £363 £355
25th Percentile £415 £430 £431
Median daily rate (50th Percentile) £520 £550 £550
Median % change year-on-year -5.45% - -4.35%
75th Percentile £625 £663 £663
90th Percentile £738 £788 £763
UK median daily rate £513 £538 £535
% change year-on-year -4.65% +0.47% -6.96%
Number of hourly rates quoted 198 75 182
10th Percentile £34.40 £26.35 £25.85
25th Percentile £50.00 £47.38 £45.96
Median hourly rate £62.50 £62.50 £55.00
Median % change year-on-year - +13.64% -15.38%
75th Percentile £69.13 £66.63 £70.00
90th Percentile £79.60 £76.26 £77.40
UK median hourly rate £64.00 £62.50 £55.00
% change year-on-year +2.40% +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 9 February 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 9 February 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 +23 95 £544 -1.14% 98
East of England -2 25 £620 -4.62% 23
North of England -42 18 £525 +15.38% 10
Yorkshire - 12 £516 - 3
South East -18 11 £475 -13.64% 49
Midlands -48 4 £395 +10.96% 8
North West -25 3 £513 +12.64% 7
East Midlands -28 3 £385 +10.63% 8
North East - 3 £593 -
West Midlands -48 1 £500 +25.00%
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 (10.69%) Apache Spark
2 8 (5.03%) Appian
3 4 (2.52%) Apache Airflow
4 2 (1.26%) Apache
4 2 (1.26%) Jupyter
5 1 (0.63%) Luigi
5 1 (0.63%) Microsoft Exchange
Applications
1 6 (3.77%) Chatbot
2 1 (0.63%) Microsoft Office
Cloud Services
1 110 (69.18%) Azure
2 59 (37.11%) AWS
3 55 (34.59%) GCP
4 32 (20.13%) GitHub
5 29 (18.24%) Azure AKS
6 26 (16.35%) Azure AI
7 21 (13.21%) Azure Machine Learning
8 17 (10.69%) Serverless
9 16 (10.06%) GitHub Copilot
10 15 (9.43%) Azure Data Factory
11 14 (8.81%) Azure Functions
11 14 (8.81%) Power Platform
12 13 (8.18%) Azure DevOps
13 12 (7.55%) Azure Cognitive Services
13 12 (7.55%) Vertex AI
14 11 (6.92%) Azure Key Vault
14 11 (6.92%) PaaS
15 10 (6.29%) Anthropic Claude
15 10 (6.29%) GitHub Actions
16 9 (5.66%) Microsoft Copilot
Communications & Networking
1 5 (3.14%) Network Security
2 4 (2.52%) Internet
3 1 (0.63%) InfiniBand
Database & Business Intelligence
1 23 (14.47%) NoSQL
2 14 (8.81%) PostgreSQL
2 14 (8.81%) Power BI
3 13 (8.18%) Pinecone
4 12 (7.55%) Data Lake
5 11 (6.92%) Big Data
6 7 (4.40%) BigQuery
6 7 (4.40%) MySQL
6 7 (4.40%) SQL Server
7 6 (3.77%) RDBMS
7 6 (3.77%) Relational Database
8 5 (3.14%) Amazon Redshift
8 5 (3.14%) Tableau
8 5 (3.14%) Weaviate
9 4 (2.52%) Data Warehouse
9 4 (2.52%) Hadoop
10 3 (1.89%) Data Mining
10 3 (1.89%) Delta Lake
10 3 (1.89%) Neo4j
11 2 (1.26%) Metadata
Development Applications
1 24 (15.09%) MLflow
2 7 (4.40%) Git
2 7 (4.40%) Jenkins
3 6 (3.77%) PyCharm
4 3 (1.89%) SonarQube
5 2 (1.26%) JIRA
6 1 (0.63%) Ant
6 1 (0.63%) Bitbucket
6 1 (0.63%) Claude Code
6 1 (0.63%) GitLab
6 1 (0.63%) JUnit
6 1 (0.63%) Maven
6 1 (0.63%) REST Assured
6 1 (0.63%) SoapUI
General
1 63 (39.62%) Social Skills
2 47 (29.56%) Finance
3 15 (9.43%) Analytical Skills
4 14 (8.81%) Banking
5 13 (8.18%) Public Sector
6 10 (6.29%) Documentation Skills
7 4 (2.52%) Investment Banking
8 3 (1.89%) Inclusion and Diversity
8 3 (1.89%) Legal
9 2 (1.26%) Back Office
9 2 (1.26%) Influencing Skills
9 2 (1.26%) Presentation Skills
9 2 (1.26%) Retail
10 1 (0.63%) Aviation
10 1 (0.63%) Electronics
10 1 (0.63%) Law
10 1 (0.63%) Manufacturing
10 1 (0.63%) Marketing
10 1 (0.63%) Pharmaceutical
10 1 (0.63%) Telecoms
Job Titles
1 59 (37.11%) Artificial Intelligence Engineer
2 27 (16.98%) Data Scientist
3 19 (11.95%) Machine Learning Engineer
4 17 (10.69%) Developer
4 17 (10.69%) Senior
5 12 (7.55%) Architect
5 12 (7.55%) Artificial Intelligence Architect
6 10 (6.29%) Artificial Intelligence Developer
6 10 (6.29%) Data Engineer
7 7 (4.40%) Automation Engineer
8 5 (3.14%) Azure Developer
8 5 (3.14%) Python Engineer
9 4 (2.52%) Backend Developer
9 4 (2.52%) Evangelist
9 4 (2.52%) Senior Architect
10 3 (1.89%) Azure Engineer
10 3 (1.89%) Consultant
10 3 (1.89%) Senior Developer
10 3 (1.89%) Senior Technical Architect
10 3 (1.89%) Technical Architect
Libraries, Frameworks & Software Standards
1 147 (92.45%) PyTorch
2 77 (48.43%) scikit-learn
3 39 (24.53%) Pandas
4 34 (21.38%) Hugging Face
5 33 (20.75%) NumPy
6 27 (16.98%) LangChain
7 24 (15.09%) Model Context Protocol
8 20 (12.58%) RESTful
9 19 (11.95%) .NET
10 18 (11.32%) REST
11 15 (9.43%) Node.js
12 14 (8.81%) A2A Protocol
13 13 (8.18%) Semantic Kernel
14 12 (7.55%) Faiss
14 12 (7.55%) LangGraph
15 10 (6.29%) Keras
15 10 (6.29%) pytest
16 9 (5.66%) AngularJS
16 9 (5.66%) FastAPI
16 9 (5.66%) React
Miscellaneous
1 39 (24.53%) Algorithms
2 22 (13.84%) Cloud Native
3 21 (13.21%) AI Agents
4 7 (4.40%) Legacy Systems
4 7 (4.40%) Low-Code
5 6 (3.77%) Analytical Mindset
5 6 (3.77%) Onboarding
6 5 (3.14%) Clustering
6 5 (3.14%) Distributed Systems
7 4 (2.52%) Online Banking
8 3 (1.89%) Blog
8 3 (1.89%) Data Protection Act
8 3 (1.89%) Derivative
8 3 (1.89%) Distributed Computing
8 3 (1.89%) Public Cloud
9 2 (1.26%) CUDA
9 2 (1.26%) Product Ownership
9 2 (1.26%) Web Conferencing
10 1 (0.63%) Autonomous Agent
10 1 (0.63%) Synthetic Data
Operating Systems
1 4 (2.52%) Windows
2 2 (1.26%) Linux
3 1 (0.63%) Android
3 1 (0.63%) Apple iOS
Processes & Methodologies
1 155 (97.48%) Machine Learning
2 140 (88.05%) AI
3 85 (53.46%) Data Science
4 76 (47.80%) LLM
5 67 (42.14%) MLOps
6 57 (35.85%) CI/CD
7 55 (34.59%) Data Pipeline
8 54 (33.96%) Deep Learning
9 52 (32.70%) Natural Language Processing
10 51 (32.08%) Analytics
10 51 (32.08%) Generative AI
10 51 (32.08%) Retrieval-Augmented Generation
11 47 (29.56%) Prompt Engineering
12 39 (24.53%) DevOps
13 38 (23.90%) Data Engineering
13 38 (23.90%) Problem-Solving
14 37 (23.27%) Agile
15 36 (22.64%) Containerisation
16 33 (20.75%) Feature Engineering
17 28 (17.61%) Software Engineering
Programming Languages
1 150 (94.34%) Python
2 53 (33.33%) SQL
3 17 (10.69%) Java
4 13 (8.18%) C#
5 12 (7.55%) R
6 9 (5.66%) C++
6 9 (5.66%) JavaScript
7 7 (4.40%) Bicep
8 4 (2.52%) TypeScript
9 2 (1.26%) Ada
9 2 (1.26%) Go
9 2 (1.26%) Scala
10 1 (0.63%) Bash
10 1 (0.63%) SHACL
10 1 (0.63%) Shell Script
10 1 (0.63%) SPARQL
Qualifications
1 26 (16.35%) Degree
2 16 (10.06%) Microsoft Certified Professional
3 14 (8.81%) Security Cleared
4 12 (7.55%) Master's Degree
5 11 (6.92%) Computer Science Degree
6 7 (4.40%) PhD
6 7 (4.40%) SC Cleared
7 2 (1.26%) BPSS Clearance
8 1 (0.63%) AWS Certification
8 1 (0.63%) Azure Certification
8 1 (0.63%) CESG Certified Professional
8 1 (0.63%) CISM
8 1 (0.63%) CISSP
8 1 (0.63%) DV Cleared
8 1 (0.63%) OSCP
Quality Assurance & Compliance
1 13 (8.18%) NIST
2 12 (7.55%) EU AI Act
3 9 (5.66%) Data Quality
3 9 (5.66%) QA
4 4 (2.52%) GDPR
5 2 (1.26%) PCI DSS
6 1 (0.63%) California Consumer Privacy Act
6 1 (0.63%) Def Stans
6 1 (0.63%) GxP
6 1 (0.63%) HIPAA
6 1 (0.63%) ISO/IEC 42001
6 1 (0.63%) JSP 440
6 1 (0.63%) NCSC
6 1 (0.63%) NIST 800
System Software
1 52 (32.70%) Docker
2 7 (4.40%) Active Directory
3 4 (2.52%) Virtual Machines
4 2 (1.26%) HDFS
5 1 (0.63%) GPFS
5 1 (0.63%) Lustre
5 1 (0.63%) Slurm Workload Manager
Systems Management
1 63 (39.62%) Kubernetes
2 10 (6.29%) Terraform
3 3 (1.89%) Kubeflow
4 2 (1.26%) Ansible
5 1 (0.63%) Grafana
5 1 (0.63%) HP Fortify
5 1 (0.63%) Microsoft Intune
5 1 (0.63%) Prometheus
5 1 (0.63%) SCCM
5 1 (0.63%) SELinux
Vendors
1 38 (23.90%) Microsoft
2 37 (23.27%) OpenAI
3 28 (17.61%) Google
4 26 (16.35%) Databricks
5 22 (13.84%) Foundry
6 7 (4.40%) Automation Anywhere
6 7 (4.40%) UiPath
7 4 (2.52%) NVIDIA
7 4 (2.52%) SAP
8 2 (1.26%) Dynatrace
8 2 (1.26%) IBM
9 1 (0.63%) Dataiku
9 1 (0.63%) DataRobot
9 1 (0.63%) Splunk
9 1 (0.63%) Workday