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

6 months to
30 Jan 2026
Same period 2025 Same period 2024
Rank 497 587 588
Rank change year-on-year +90 +1 +221
Permanent jobs citing TensorFlow 125 87 141
As % of all permanent jobs in England 0.22% 0.18% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.93% 0.85% 0.97%
Number of salaries quoted 52 55 109
10th Percentile £46,939 £43,500 £45,750
25th Percentile £57,500 £61,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £75,000
Median % change year-on-year -6.25% +6.67% -3.23%
75th Percentile £95,313 £100,000 £97,500
90th Percentile £114,500 £121,250 £143,500
UK median annual salary £75,000 £71,250 £70,000
% change year-on-year +5.26% +1.79% -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 6,462 10,273 14,534
As % of all permanent jobs advertised in England 11.57% 21.84% 23.57%
Number of salaries quoted 4,931 6,029 12,349
10th Percentile £36,250 £41,250 £38,000
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 £110,000 £110,000 £102,500
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% -7.41%

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 30 January 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 30 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +80 82 £82,750 -12.89% 107
East of England +36 17 £42,500 - 36
South East +26 8 £60,000 -5.88% 66
North of England -1 8 £67,500 -18.18% 10
North West +21 7 £65,000 -11.86% 7
Midlands - 5 £55,000 - 14
West Midlands - 4 £55,000 - 4
South West +2 3 £90,000 +100.00% 26
Yorkshire -24 1 £71,000 -16.47% 2
East Midlands - 1 - - 10
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 (12.00%) Appian
2 14 (11.20%) 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 54 (43.20%) Azure
2 37 (29.60%) AWS
3 30 (24.00%) GCP
4 17 (13.60%) Azure AI
5 14 (11.20%) Azure Machine Learning
6 12 (9.60%) H2O.ai
6 12 (9.60%) OpenShift
7 11 (8.80%) Anthropic Claude
7 11 (8.80%) Azure Data Factory
7 11 (8.80%) Power Automate
8 6 (4.80%) GitHub
8 6 (4.80%) Serverless
9 5 (4.00%) Azure DevOps
9 5 (4.00%) GitHub Actions
9 5 (4.00%) Power Platform
10 4 (3.20%) Datadog
10 4 (3.20%) Prefect
10 4 (3.20%) SaaS
11 3 (2.40%) AWS Lambda
11 3 (2.40%) Slack
Communications & Networking
1 10 (8.00%) Broadband
2 2 (1.60%) InfiniBand
Database & Business Intelligence
1 16 (12.80%) Metadata
1 16 (12.80%) Pinecone
2 12 (9.60%) Data Lake
3 11 (8.80%) Big Data
3 11 (8.80%) SQL Server
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 28 (22.40%) MLflow
2 5 (4.00%) Git
3 1 (0.80%) Jenkins
General
1 47 (37.60%) Social Skills
2 41 (32.80%) Finance
3 20 (16.00%) Analytical Skills
4 19 (15.20%) 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%) 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 20 (16.00%) Lead
2 17 (13.60%) Artificial Intelligence Engineer
3 15 (12.00%) Consultant
3 15 (12.00%) Senior
4 14 (11.20%) Data Scientist
5 12 (9.60%) Data Engineer
6 11 (8.80%) Automation Engineer
7 7 (5.60%) Data Consultant
7 7 (5.60%) Developer
7 7 (5.60%) Machine Learning Consultant
7 7 (5.60%) Machine Learning Engineer
8 6 (4.80%) Artificial Intelligence Developer
8 6 (4.80%) Data Science Engineer
9 5 (4.00%) Lead Data Engineer
9 5 (4.00%) Machine Learning Scientist
9 5 (4.00%) Senior Data Scientist
10 4 (3.20%) Artificial Intelligence Consultant
10 4 (3.20%) Development Manager
10 4 (3.20%) Senior Consultant
11 3 (2.40%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 114 (91.20%) PyTorch
2 48 (38.40%) scikit-learn
3 31 (24.80%) Pandas
4 23 (18.40%) Hugging Face
5 21 (16.80%) LangChain
6 19 (15.20%) NumPy
7 18 (14.40%) Keras
8 16 (12.80%) Django
8 16 (12.80%) FastAPI
9 15 (12.00%) REST
10 13 (10.40%) RESTful
11 12 (9.60%) Faiss
11 12 (9.60%) Flask
12 11 (8.80%) Google JAX
12 11 (8.80%) JAX
12 11 (8.80%) JWT
12 11 (8.80%) OAuth
12 11 (8.80%) OpenAPI
12 11 (8.80%) pytest
12 11 (8.80%) Swagger
Miscellaneous
1 26 (20.80%) Algorithms
2 14 (11.20%) Low-Code
3 12 (9.60%) Data Centre
3 12 (9.60%) Management Information System
4 11 (8.80%) Legacy Systems
5 10 (8.00%) CUDA
6 9 (7.20%) AI Agents
7 8 (6.40%) Cloud Native
7 8 (6.40%) Distributed Systems
8 7 (5.60%) Video\Live Streaming
9 5 (4.00%) Life Science
10 4 (3.20%) Cyber Threat
10 4 (3.20%) Data Structures
10 4 (3.20%) Enterprise Software
10 4 (3.20%) Hackathon
11 3 (2.40%) Over-the-Top Content
12 2 (1.60%) 3D Graphics
12 2 (1.60%) Embedded Systems
12 2 (1.60%) Robotics
12 2 (1.60%) Self-Driving Car
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%) AI
1 115 (92.00%) Machine Learning
2 59 (47.20%) Data Science
2 59 (47.20%) Generative AI
2 59 (47.20%) LLM
3 47 (37.60%) Analytics
3 47 (37.60%) Computer Science
3 47 (37.60%) MLOps
4 46 (36.80%) CI/CD
5 45 (36.00%) Retrieval-Augmented Generation
6 40 (32.00%) Data Engineering
7 36 (28.80%) Data Pipeline
8 35 (28.00%) Stakeholder Management
9 31 (24.80%) Problem-Solving
10 28 (22.40%) Natural Language Processing
11 27 (21.60%) Deep Learning
12 26 (20.80%) Containerisation
12 26 (20.80%) Data Governance
13 23 (18.40%) Open Source
13 23 (18.40%) Prompt Engineering
Programming Languages
1 104 (83.20%) Python
2 32 (25.60%) 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%) C++
7 5 (4.00%) PHP
7 5 (4.00%) TypeScript
8 4 (3.20%) Bash
8 4 (3.20%) PowerShell
9 1 (0.80%) C
9 1 (0.80%) MATLAB
9 1 (0.80%) Perl
Qualifications
1 51 (40.80%) Degree
2 29 (23.20%) Master's Degree
3 20 (16.00%) Computer Science Degree
4 18 (14.40%) PhD
5 13 (10.40%) 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 27 (21.60%) 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 39 (31.20%) Docker
2 2 (1.60%) GPFS
2 2 (1.60%) Lustre
2 2 (1.60%) Slurm Workload Manager
Systems Management
1 34 (27.20%) Kubernetes
2 9 (7.20%) Terraform
3 6 (4.80%) Ansible
4 5 (4.00%) Kubeflow
5 2 (1.60%) SELinux
6 1 (0.80%) Grafana
6 1 (0.80%) Prometheus
Vendors
1 25 (20.00%) Databricks
1 25 (20.00%) OpenAI
2 14 (11.20%) Microsoft
2 14 (11.20%) NVIDIA
3 13 (10.40%) Dell
4 11 (8.80%) Automation Anywhere
4 11 (8.80%) UiPath
5 5 (4.00%) Foundry
6 4 (3.20%) CrowdStrike
6 4 (3.20%) Fortinet
6 4 (3.20%) Google
6 4 (3.20%) Palo Alto
6 4 (3.20%) SAP
7 2 (1.60%) Splunk
8 1 (0.80%) IBM
8 1 (0.80%) Intel