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

6 months to
27 Jan 2026
Same period 2025 Same period 2024
Rank 494 580 604
Rank change year-on-year +86 +24 +205
Permanent jobs citing TensorFlow 122 85 139
As % of all permanent jobs in England 0.22% 0.18% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.91% 0.83% 0.97%
Number of salaries quoted 52 53 107
10th Percentile £46,939 £43,000 £45,750
25th Percentile £57,500 £60,000 £55,000
Median annual salary (50th Percentile) £75,000 £85,000 £75,000
Median % change year-on-year -11.76% +13.33% -3.23%
75th Percentile £95,313 £100,000 £97,500
90th Percentile £114,500 £121,250 £141,000
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 6,384 10,248 14,308
As % of all permanent jobs advertised in England 11.55% 21.77% 23.59%
Number of salaries quoted 4,872 5,995 12,146
10th Percentile £36,250 £41,250 £38,750
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 27 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 27 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 +93 81 £82,750 -12.89% 131
East of England +33 17 £42,500 - 80
North of England +10 8 £67,500 -20.59% 40
North West +24 7 £65,000 -3.70% 15
South East +19 7 £60,000 -5.88% 133
Midlands - 4 £55,000 - 39
West Midlands - 4 £55,000 - 11
South West -8 3 £90,000 +100.00% 63
Yorkshire -17 1 £71,000 -16.47% 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 15 (12.30%) Appian
2 14 (11.48%) Apache Spark
3 6 (4.92%) Apache Airflow
4 1 (0.82%) nginx
Applications
1 2 (1.64%) Chatbot
2 1 (0.82%) GNU Octave
Business Applications
1 1 (0.82%) NetSuite
1 1 (0.82%) Odoo
Cloud Services
1 54 (44.26%) Azure
2 36 (29.51%) AWS
3 30 (24.59%) GCP
4 17 (13.93%) Azure AI
5 14 (11.48%) Azure Machine Learning
6 13 (10.66%) H2O.ai
6 13 (10.66%) OpenShift
7 11 (9.02%) Anthropic Claude
7 11 (9.02%) Azure Data Factory
7 11 (9.02%) Power Automate
8 6 (4.92%) GitHub
9 5 (4.10%) Azure DevOps
9 5 (4.10%) GitHub Actions
9 5 (4.10%) Power Platform
9 5 (4.10%) Serverless
10 4 (3.28%) Datadog
10 4 (3.28%) Prefect
10 4 (3.28%) SaaS
11 2 (1.64%) Amazon EC2
11 2 (1.64%) Amazon S3
Communications & Networking
1 5 (4.10%) Broadband
2 2 (1.64%) InfiniBand
Database & Business Intelligence
1 16 (13.11%) Pinecone
2 13 (10.66%) Data Lake
2 13 (10.66%) Metadata
3 11 (9.02%) Big Data
3 11 (9.02%) SQL Server
4 7 (5.74%) Hadoop
5 6 (4.92%) Tableau
6 5 (4.10%) MySQL
6 5 (4.10%) NoSQL
7 4 (3.28%) Data Warehouse
7 4 (3.28%) Weaviate
8 2 (1.64%) DynamoDB
8 2 (1.64%) PostgreSQL
9 1 (0.82%) BigQuery
9 1 (0.82%) MongoDB
9 1 (0.82%) PostHog
9 1 (0.82%) Power BI
Development Applications
1 28 (22.95%) MLflow
2 5 (4.10%) Git
3 1 (0.82%) GitLab
3 1 (0.82%) Jenkins
3 1 (0.82%) Vite
General
1 43 (35.25%) Social Skills
2 42 (34.43%) Finance
3 20 (16.39%) Manufacturing
4 14 (11.48%) Analytical Skills
5 12 (9.84%) Marketing
6 9 (7.38%) Inclusion and Diversity
7 5 (4.10%) Public Sector
8 4 (3.28%) Banking
8 4 (3.28%) Legal
9 3 (2.46%) Electronics
9 3 (2.46%) Law
9 3 (2.46%) Telecoms
10 2 (1.64%) Financial Institution
10 2 (1.64%) Organisational Skills
11 1 (0.82%) Back Office
11 1 (0.82%) Digital Economy
11 1 (0.82%) Games
11 1 (0.82%) Health Technology
11 1 (0.82%) Investment Banking
Job Titles
1 17 (13.93%) Artificial Intelligence Engineer
1 17 (13.93%) Lead
2 16 (13.11%) Consultant
3 15 (12.30%) Senior
4 13 (10.66%) Data Scientist
5 12 (9.84%) Data Engineer
6 11 (9.02%) Automation Engineer
7 8 (6.56%) Developer
7 8 (6.56%) Machine Learning Consultant
8 7 (5.74%) Data Consultant
8 7 (5.74%) Machine Learning Engineer
9 6 (4.92%) Artificial Intelligence Developer
9 6 (4.92%) Data Science Engineer
10 5 (4.10%) Lead Data Engineer
10 5 (4.10%) Machine Learning Scientist
10 5 (4.10%) Senior Data Scientist
11 4 (3.28%) Artificial Intelligence Consultant
11 4 (3.28%) Development Manager
11 4 (3.28%) Senior Consultant
12 3 (2.46%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 111 (90.98%) PyTorch
2 47 (38.52%) scikit-learn
3 31 (25.41%) Pandas
4 23 (18.85%) Hugging Face
5 21 (17.21%) LangChain
6 19 (15.57%) Keras
6 19 (15.57%) NumPy
7 17 (13.93%) Django
7 17 (13.93%) FastAPI
8 16 (13.11%) REST
9 13 (10.66%) RESTful
10 12 (9.84%) Faiss
10 12 (9.84%) Flask
10 12 (9.84%) Google JAX
10 12 (9.84%) JAX
11 11 (9.02%) JWT
11 11 (9.02%) OAuth
11 11 (9.02%) OpenAPI
11 11 (9.02%) pytest
11 11 (9.02%) Swagger
Miscellaneous
1 24 (19.67%) Algorithms
2 14 (11.48%) Low-Code
3 13 (10.66%) Data Centre
3 13 (10.66%) Management Information System
4 12 (9.84%) Legacy Systems
5 11 (9.02%) CUDA
6 9 (7.38%) AI Agents
7 8 (6.56%) Cloud Native
7 8 (6.56%) Distributed Systems
8 5 (4.10%) Life Science
9 4 (3.28%) Cyber Threat
9 4 (3.28%) Data Structures
9 4 (3.28%) Enterprise Software
9 4 (3.28%) Hackathon
10 2 (1.64%) 3D Graphics
10 2 (1.64%) Embedded Systems
10 2 (1.64%) Lidar
10 2 (1.64%) Over-the-Top Content
10 2 (1.64%) Robotics
10 2 (1.64%) Video\Live Streaming
Operating Systems
1 2 (1.64%) Linux
1 2 (1.64%) Robot Operating System
1 2 (1.64%) Unix
2 1 (0.82%) Windows
Processes & Methodologies
1 113 (92.62%) AI
2 112 (91.80%) Machine Learning
3 60 (49.18%) LLM
4 55 (45.08%) Generative AI
5 53 (43.44%) Data Science
6 48 (39.34%) Computer Science
7 47 (38.52%) Analytics
8 46 (37.70%) Retrieval-Augmented Generation
9 43 (35.25%) CI/CD
9 43 (35.25%) MLOps
10 41 (33.61%) Data Engineering
11 36 (29.51%) Stakeholder Management
12 35 (28.69%) Data Pipeline
13 29 (23.77%) Problem-Solving
14 28 (22.95%) Natural Language Processing
15 27 (22.13%) Data Governance
16 26 (21.31%) Containerisation
16 26 (21.31%) Deep Learning
17 23 (18.85%) Open Source
17 23 (18.85%) Prompt Engineering
Programming Languages
1 100 (81.97%) Python
2 31 (25.41%) SQL
3 11 (9.02%) R
4 9 (7.38%) JavaScript
5 7 (5.74%) Java
6 6 (4.92%) Go
6 6 (4.92%) PHP
6 6 (4.92%) TypeScript
7 5 (4.10%) C++
8 4 (3.28%) Bash
8 4 (3.28%) PowerShell
9 1 (0.82%) C
9 1 (0.82%) MATLAB
9 1 (0.82%) Perl
9 1 (0.82%) Rust
Qualifications
1 52 (42.62%) Degree
2 30 (24.59%) Master's Degree
3 22 (18.03%) Computer Science Degree
4 18 (14.75%) PhD
5 14 (11.48%) Security Cleared
6 10 (8.20%) SC Cleared
7 4 (3.28%) MCP
7 4 (3.28%) Microsoft Certification
7 4 (3.28%) Numerate Degree
8 3 (2.46%) AWS Certification
8 3 (2.46%) Azure Certification
8 3 (2.46%) CISSP
8 3 (2.46%) DV Cleared
9 2 (1.64%) CESG Certified Professional
9 2 (1.64%) DBS Check
9 2 (1.64%) OSCP
10 1 (0.82%) CISM
Quality Assurance & Compliance
1 27 (22.13%) Data Quality
2 4 (3.28%) NIST
2 4 (3.28%) SLA
3 3 (2.46%) NIST 800
4 2 (1.64%) Def Stans
4 2 (1.64%) ISO/IEC 27001
4 2 (1.64%) JSP 440
4 2 (1.64%) NCSC
5 1 (0.82%) EU AI Act
5 1 (0.82%) GDPR
5 1 (0.82%) ISO 13485
System Software
1 40 (32.79%) Docker
2 2 (1.64%) GPFS
2 2 (1.64%) Lustre
2 2 (1.64%) Slurm Workload Manager
Systems Management
1 34 (27.87%) Kubernetes
2 9 (7.38%) Terraform
3 6 (4.92%) Ansible
4 4 (3.28%) Kubeflow
5 2 (1.64%) Prometheus
5 2 (1.64%) SELinux
6 1 (0.82%) Grafana
Vendors
1 26 (21.31%) Databricks
2 25 (20.49%) OpenAI
3 15 (12.30%) NVIDIA
4 14 (11.48%) Dell
4 14 (11.48%) Microsoft
5 11 (9.02%) Automation Anywhere
5 11 (9.02%) UiPath
6 5 (4.10%) Foundry
7 4 (3.28%) CrowdStrike
7 4 (3.28%) Fortinet
7 4 (3.28%) Google
7 4 (3.28%) Palo Alto
7 4 (3.28%) SAP
8 2 (1.64%) Splunk
9 1 (0.82%) IBM
9 1 (0.82%) Intel