TensorFlow Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 20 February 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Feb 2026
Same period 2025 Same period 2024
Rank 504 570 621
Rank change year-on-year +66 +51 +200
Permanent jobs citing TensorFlow 125 88 146
As % of all permanent jobs in England 0.21% 0.20% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.86% 0.90% 0.97%
Number of salaries quoted 55 54 113
10th Percentile £46,939 £45,750 £47,500
25th Percentile £57,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -9.68%
75th Percentile £95,625 £97,500 £95,000
90th Percentile £115,000 £121,250 £142,000
UK median annual salary £75,000 £72,500 £70,000
% change year-on-year +3.45% +3.57% -6.67%

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 permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,708 9,782 15,120
As % of all permanent jobs advertised in England 11.09% 22.22% 22.76%
Number of salaries quoted 5,152 5,995 12,851
10th Percentile £36,250 £41,250 £37,500
25th Percentile £50,000 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -9.19%
75th Percentile £85,000 £87,500 £82,500
90th Percentile £108,625 £111,250 £102,500
UK median annual salary £65,000 £66,206 £61,500
% change year-on-year -1.82% +7.65% -8.89%

TensorFlow
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised in England.

TensorFlow job vacancy trend in England

TensorFlow
Salary Trend in England

Salary distribution trend for jobs in England citing TensorFlow.

Salary distribution trend for jobs in England citing TensorFlow

TensorFlow
Salary Histogram in England

Salary distribution for jobs citing TensorFlow in England over the 6 months to 20 February 2026.

Salary histogram for TensorFlow in England

TensorFlow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the England region over the 6 months to 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +73 80 £82,750 -12.89% 121
East of England +21 15 £42,500 - 37
North of England -14 10 £67,500 -15.63% 39
North West 0 9 £65,000 -21.33% 16
South East -8 8 £60,000 -9.43% 74
Midlands - 7 £55,000 - 22
West Midlands - 4 £55,000 - 9
South West -21 3 £90,000 +100.00% 41
East Midlands - 3 £70,000 - 13
Yorkshire -38 1 £71,000 +1.43% 18
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 16 (12.80%) Appian
2 12 (9.60%) Apache Spark
3 6 (4.80%) Apache Airflow
Applications
1 2 (1.60%) Chatbot
2 1 (0.80%) GNU Octave
Business Applications
1 1 (0.80%) NetSuite
1 1 (0.80%) Odoo
Cloud Services
1 57 (45.60%) Azure
2 37 (29.60%) AWS
3 29 (23.20%) GCP
4 18 (14.40%) Azure AI
5 14 (11.20%) Azure Machine Learning
6 12 (9.60%) Anthropic Claude
6 12 (9.60%) Azure Data Factory
6 12 (9.60%) Power Automate
7 9 (7.20%) H2O.ai
7 9 (7.20%) OpenShift
8 7 (5.60%) GitHub
9 6 (4.80%) GitHub Actions
9 6 (4.80%) Power Platform
9 6 (4.80%) Serverless
10 5 (4.00%) Azure DevOps
11 4 (3.20%) Datadog
11 4 (3.20%) Prefect
11 4 (3.20%) SaaS
12 3 (2.40%) AWS Lambda
12 3 (2.40%) Slack
Communications & Networking
1 14 (11.20%) Broadband
2 2 (1.60%) InfiniBand
Database & Business Intelligence
1 17 (13.60%) Metadata
1 17 (13.60%) Pinecone
2 12 (9.60%) SQL Server
3 9 (7.20%) Big Data
3 9 (7.20%) Data Lake
4 7 (5.60%) Hadoop
5 6 (4.80%) Tableau
6 5 (4.00%) MySQL
6 5 (4.00%) NoSQL
7 4 (3.20%) Data Warehouse
7 4 (3.20%) Weaviate
8 2 (1.60%) DynamoDB
9 1 (0.80%) Amazon Redshift
9 1 (0.80%) BigQuery
9 1 (0.80%) MongoDB
9 1 (0.80%) PostgreSQL
9 1 (0.80%) Power BI
Development Applications
1 30 (24.00%) MLflow
2 5 (4.00%) Git
3 1 (0.80%) GitLab
3 1 (0.80%) Jenkins
General
1 49 (39.20%) Social Skills
2 40 (32.00%) Finance
3 25 (20.00%) Analytical Skills
4 16 (12.80%) Manufacturing
5 12 (9.60%) Marketing
6 9 (7.20%) Inclusion and Diversity
7 5 (4.00%) Public Sector
8 4 (3.20%) Banking
8 4 (3.20%) Legal
9 3 (2.40%) Electronics
9 3 (2.40%) Law
9 3 (2.40%) Telecoms
10 2 (1.60%) Advertising
10 2 (1.60%) Financial Institution
10 2 (1.60%) Organisational Skills
11 1 (0.80%) Back Office
11 1 (0.80%) Digital Economy
11 1 (0.80%) Games
11 1 (0.80%) Health Technology
11 1 (0.80%) Investment Banking
Job Titles
1 26 (20.80%) Lead
2 17 (13.60%) Artificial Intelligence Engineer
2 17 (13.60%) Data Scientist
3 15 (12.00%) Senior
4 13 (10.40%) Consultant
5 12 (9.60%) Automation Engineer
5 12 (9.60%) Data Engineer
6 8 (6.40%) Senior Data Scientist
7 7 (5.60%) Data Consultant
7 7 (5.60%) Machine Learning Engineer
8 6 (4.80%) Data Science Engineer
9 5 (4.00%) Developer
9 5 (4.00%) Lead Data Engineer
9 5 (4.00%) Machine Learning Consultant
9 5 (4.00%) Machine Learning Scientist
10 4 (3.20%) Artificial Intelligence Consultant
10 4 (3.20%) Artificial Intelligence Developer
10 4 (3.20%) Development Manager
10 4 (3.20%) Senior Consultant
11 3 (2.40%) Data Science Developer
Libraries, Frameworks & Software Standards
1 114 (91.20%) PyTorch
2 49 (39.20%) scikit-learn
3 32 (25.60%) Pandas
4 24 (19.20%) Hugging Face
5 21 (16.80%) LangChain
6 20 (16.00%) NumPy
7 17 (13.60%) Django
7 17 (13.60%) FastAPI
8 16 (12.80%) REST
9 15 (12.00%) Keras
10 14 (11.20%) RESTful
11 13 (10.40%) Faiss
11 13 (10.40%) Flask
12 12 (9.60%) JWT
12 12 (9.60%) OAuth
12 12 (9.60%) OpenAPI
12 12 (9.60%) pytest
12 12 (9.60%) Swagger
12 12 (9.60%) Web Services
13 9 (7.20%) React
Miscellaneous
1 25 (20.00%) Algorithms
2 16 (12.80%) Low-Code
3 12 (9.60%) Legacy Systems
4 11 (8.80%) Video\Live Streaming
5 9 (7.20%) AI Agents
5 9 (7.20%) Data Centre
5 9 (7.20%) Distributed Systems
5 9 (7.20%) Management Information System
6 8 (6.40%) Cloud Native
6 8 (6.40%) CUDA
7 5 (4.00%) Life Science
8 4 (3.20%) Cyber Threat
8 4 (3.20%) Data Structures
8 4 (3.20%) Enterprise Software
8 4 (3.20%) Hackathon
9 3 (2.40%) Over-the-Top Content
9 3 (2.40%) Robotics
10 2 (1.60%) 3D Graphics
10 2 (1.60%) Embedded Systems
10 2 (1.60%) Lidar
Operating Systems
1 2 (1.60%) Linux
1 2 (1.60%) Robot Operating System
1 2 (1.60%) Unix
2 1 (0.80%) Windows
Processes & Methodologies
1 115 (92.00%) Machine Learning
2 114 (91.20%) AI
3 63 (50.40%) Data Science
3 63 (50.40%) Generative AI
4 60 (48.00%) LLM
5 54 (43.20%) CI/CD
6 52 (41.60%) MLOps
7 47 (37.60%) Analytics
8 44 (35.20%) Retrieval-Augmented Generation
9 41 (32.80%) Computer Science
9 41 (32.80%) Data Engineering
10 34 (27.20%) Data Pipeline
11 33 (26.40%) Stakeholder Management
12 30 (24.00%) Problem-Solving
13 29 (23.20%) Containerisation
14 26 (20.80%) A/B Testing
14 26 (20.80%) Natural Language Processing
14 26 (20.80%) Roadmaps
15 24 (19.20%) Deep Learning
15 24 (19.20%) Software Engineering
Programming Languages
1 108 (86.40%) Python
2 33 (26.40%) SQL
3 12 (9.60%) R
4 9 (7.20%) JavaScript
5 7 (5.60%) Java
6 6 (4.80%) Go
7 5 (4.00%) PHP
7 5 (4.00%) TypeScript
8 4 (3.20%) Bash
8 4 (3.20%) C++
8 4 (3.20%) PowerShell
9 1 (0.80%) C
9 1 (0.80%) MATLAB
Qualifications
1 45 (36.00%) Degree
2 23 (18.40%) Master's Degree
3 17 (13.60%) PhD
4 15 (12.00%) Computer Science Degree
5 11 (8.80%) Security Cleared
6 10 (8.00%) SC Cleared
7 4 (3.20%) Microsoft Certification
7 4 (3.20%) Numerate Degree
8 3 (2.40%) AWS Certification
8 3 (2.40%) Azure Certification
8 3 (2.40%) CISSP
8 3 (2.40%) DV Cleared
9 2 (1.60%) CESG Certified Professional
9 2 (1.60%) DBS Check
9 2 (1.60%) Microsoft Certified Professional
9 2 (1.60%) OSCP
10 1 (0.80%) CISM
Quality Assurance & Compliance
1 25 (20.00%) Data Quality
2 4 (3.20%) NIST
2 4 (3.20%) SLA
3 3 (2.40%) NIST 800
4 2 (1.60%) Def Stans
4 2 (1.60%) ISO/IEC 27001
4 2 (1.60%) JSP 440
4 2 (1.60%) NCSC
5 1 (0.80%) EU AI Act
5 1 (0.80%) GDPR
5 1 (0.80%) ISO 13485
System Software
1 41 (32.80%) Docker
2 2 (1.60%) GPFS
2 2 (1.60%) Lustre
2 2 (1.60%) Slurm Workload Manager
Systems Management
1 35 (28.00%) Kubernetes
2 9 (7.20%) Terraform
3 6 (4.80%) Ansible
4 3 (2.40%) Kubeflow
5 2 (1.60%) SELinux
6 1 (0.80%) Argo
6 1 (0.80%) Grafana
6 1 (0.80%) Prometheus
Vendors
1 26 (20.80%) OpenAI
2 23 (18.40%) Databricks
3 15 (12.00%) Microsoft
4 12 (9.60%) Automation Anywhere
4 12 (9.60%) UiPath
5 11 (8.80%) NVIDIA
6 10 (8.00%) Dell
7 5 (4.00%) Foundry
8 4 (3.20%) CrowdStrike
8 4 (3.20%) Fortinet
8 4 (3.20%) Google
8 4 (3.20%) Palo Alto
8 4 (3.20%) SAP
9 2 (1.60%) Splunk
10 1 (0.80%) IBM
10 1 (0.80%) Intel