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

6 months to
20 Jan 2026
Same period 2025 Same period 2024
Rank 486 591 584
Rank change year-on-year +105 -7 +239
Permanent jobs citing TensorFlow 122 86 119
As % of all permanent jobs in England 0.23% 0.18% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.94% 0.84% 0.93%
Number of salaries quoted 53 54 89
10th Percentile £46,939 £43,250 £45,100
25th Percentile £57,500 £60,500 £56,250
Median annual salary (50th Percentile) £75,000 £85,000 £76,383
Median % change year-on-year -11.76% +11.28% -1.44%
75th Percentile £95,000 £100,000 £105,000
90th Percentile £115,000 £121,250 £147,500
UK median annual salary £75,000 £76,250 £75,000
% change year-on-year -1.64% +1.67% -

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 6,295 10,286 12,784
As % of all permanent jobs advertised in England 11.70% 21.60% 23.78%
Number of salaries quoted 4,817 6,022 10,774
10th Percentile £36,250 £41,250 £40,000
25th Percentile £50,000 £50,906 £49,250
Median annual salary (50th Percentile) £65,000 £67,500 £65,000
Median % change year-on-year -3.70% +3.85% -5.55%
75th Percentile £85,000 £87,500 £85,000
90th Percentile £110,000 £110,000 £106,250
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

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 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 20 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 +87 80 £82,750 -12.89% 86
East of England +36 17 £45,000 - 89
North of England +3 8 £67,500 -20.59% 59
South East +30 7 £60,000 -5.88% 120
North West +20 7 £65,000 -3.70% 20
South West +5 4 £90,000 +100.00% 58
West Midlands - 3 £50,000 - 12
Midlands - 3 £50,000 - 45
Yorkshire -14 1 £71,000 -16.47% 29
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 14 (11.48%) Apache Spark
1 14 (11.48%) Appian
2 7 (5.74%) Apache Airflow
3 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 53 (43.44%) Azure
2 38 (31.15%) AWS
3 31 (25.41%) GCP
4 16 (13.11%) Azure AI
5 14 (11.48%) H2O.ai
5 14 (11.48%) OpenShift
6 13 (10.66%) Azure Machine Learning
7 10 (8.20%) Anthropic Claude
7 10 (8.20%) Azure Data Factory
7 10 (8.20%) 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%) AWS CloudFormation
11 2 (1.64%) AWS Lambda
Communications & Networking
1 4 (3.28%) Broadband
2 2 (1.64%) InfiniBand
Database & Business Intelligence
1 15 (12.30%) Pinecone
2 14 (11.48%) Data Lake
2 14 (11.48%) Metadata
3 11 (9.02%) Big Data
4 10 (8.20%) SQL Server
5 6 (4.92%) Hadoop
5 6 (4.92%) NoSQL
5 6 (4.92%) Tableau
6 5 (4.10%) MySQL
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%) ClickHouse
9 1 (0.82%) MongoDB
9 1 (0.82%) Parquet
9 1 (0.82%) PostHog
9 1 (0.82%) Power BI
Development Applications
1 27 (22.13%) MLflow
2 5 (4.10%) Git
3 1 (0.82%) GitLab
3 1 (0.82%) Jenkins
3 1 (0.82%) Vite
General
1 44 (36.07%) Social Skills
2 41 (33.61%) Finance
3 21 (17.21%) Manufacturing
4 14 (11.48%) Analytical Skills
5 12 (9.84%) Marketing
6 9 (7.38%) Inclusion and Diversity
7 6 (4.92%) Public Sector
8 4 (3.28%) Banking
9 3 (2.46%) Electronics
9 3 (2.46%) Law
9 3 (2.46%) Legal
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
11 1 (0.82%) Tech for Good
Job Titles
1 17 (13.93%) Consultant
2 16 (13.11%) Artificial Intelligence Engineer
3 15 (12.30%) Data Scientist
3 15 (12.30%) Lead
4 14 (11.48%) Senior
5 12 (9.84%) Data Engineer
6 10 (8.20%) Automation Engineer
7 9 (7.38%) Machine Learning Consultant
8 8 (6.56%) Developer
9 7 (5.74%) Data Consultant
9 7 (5.74%) Machine Learning Engineer
10 6 (4.92%) Artificial Intelligence Developer
10 6 (4.92%) Data Science Engineer
11 5 (4.10%) Artificial Intelligence Consultant
11 5 (4.10%) Lead Data Engineer
11 5 (4.10%) Machine Learning Scientist
11 5 (4.10%) Senior Data Scientist
12 4 (3.28%) Development Manager
12 4 (3.28%) Senior Consultant
13 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 22 (18.03%) Hugging Face
5 21 (17.21%) LangChain
6 20 (16.39%) Keras
7 18 (14.75%) NumPy
8 16 (13.11%) Django
8 16 (13.11%) FastAPI
9 15 (12.30%) REST
10 12 (9.84%) Google JAX
10 12 (9.84%) JAX
10 12 (9.84%) RESTful
11 11 (9.02%) Faiss
11 11 (9.02%) Flask
12 10 (8.20%) OAuth
12 10 (8.20%) pytest
12 10 (8.20%) React
12 10 (8.20%) Swagger
12 10 (8.20%) Web Services
Miscellaneous
1 24 (19.67%) Algorithms
2 14 (11.48%) Data Centre
2 14 (11.48%) Management Information System
3 13 (10.66%) Low-Code
4 11 (9.02%) Legacy Systems
5 10 (8.20%) CUDA
6 8 (6.56%) AI Agents
6 8 (6.56%) Cloud Native
6 8 (6.56%) Distributed Systems
7 5 (4.10%) Life Science
8 4 (3.28%) Cyber Threat
8 4 (3.28%) Data Structures
8 4 (3.28%) Enterprise Software
8 4 (3.28%) Hackathon
9 2 (1.64%) 3D Graphics
10 1 (0.82%) FMCG
10 1 (0.82%) Over-the-Top Content
10 1 (0.82%) Robotics
10 1 (0.82%) Social Network
10 1 (0.82%) Video\Live Streaming
Operating Systems
1 2 (1.64%) Linux
1 2 (1.64%) Unix
2 1 (0.82%) Robot Operating System
2 1 (0.82%) Windows
Processes & Methodologies
1 112 (91.80%) AI
1 112 (91.80%) Machine Learning
2 59 (48.36%) LLM
3 56 (45.90%) Data Science
4 55 (45.08%) Generative AI
5 49 (40.16%) Analytics
6 48 (39.34%) Computer Science
7 46 (37.70%) Retrieval-Augmented Generation
8 41 (33.61%) Data Engineering
8 41 (33.61%) MLOps
9 40 (32.79%) CI/CD
10 35 (28.69%) Stakeholder Management
11 34 (27.87%) Data Pipeline
12 28 (22.95%) Data Governance
12 28 (22.95%) Natural Language Processing
12 28 (22.95%) Problem-Solving
13 26 (21.31%) Containerisation
14 24 (19.67%) Observability
15 23 (18.85%) Deep Learning
16 22 (18.03%) Software Engineering
Programming Languages
1 99 (81.15%) Python
2 32 (26.23%) 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 4 (3.28%) Bash
7 4 (3.28%) C++
7 4 (3.28%) PowerShell
8 1 (0.82%) C
8 1 (0.82%) MATLAB
8 1 (0.82%) Perl
8 1 (0.82%) Rust
Qualifications
1 53 (43.44%) Degree
2 30 (24.59%) Master's Degree
3 23 (18.85%) Computer Science Degree
4 16 (13.11%) PhD
5 15 (12.30%) Security Cleared
6 10 (8.20%) SC Cleared
7 4 (3.28%) DV Cleared
7 4 (3.28%) Microsoft Certification
7 4 (3.28%) Numerate Degree
8 3 (2.46%) CISSP
8 3 (2.46%) MCP
9 2 (1.64%) AWS Certification
9 2 (1.64%) Azure Certification
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 39 (31.97%) Docker
2 2 (1.64%) GPFS
2 2 (1.64%) Lustre
2 2 (1.64%) Slurm Workload Manager
Systems Management
1 33 (27.05%) 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 27 (22.13%) Databricks
2 24 (19.67%) OpenAI
3 16 (13.11%) NVIDIA
4 15 (12.30%) Dell
5 14 (11.48%) Microsoft
6 10 (8.20%) Automation Anywhere
6 10 (8.20%) UiPath
7 5 (4.10%) Foundry
8 4 (3.28%) CrowdStrike
8 4 (3.28%) Fortinet
8 4 (3.28%) Palo Alto
8 4 (3.28%) SAP
9 3 (2.46%) Google
10 2 (1.64%) Splunk
11 1 (0.82%) Intel