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

6 months to
20 Sep 2026
Same period 2025 Same period 2024
Rank 599 522 606
Rank change year-on-year -77 +84 +2
Permanent jobs citing TensorFlow 169 113 134
As % of all permanent jobs in England 0.16% 0.26% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.56% 1.48% 0.91%
Number of salaries quoted 53 46 57
10th Percentile £46,250 £48,750 £46,500
25th Percentile £50,000 £55,313 £58,750
Median annual salary (50th Percentile) £75,000 £73,750 £80,000
Median % change year-on-year +1.69% -7.81% +6.67%
75th Percentile £100,000 £97,500 £105,000
90th Percentile £108,000 £121,250 £126,750
UK median annual salary £75,000 £73,750 £77,500
% change year-on-year +1.69% -4.84% +3.33%

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 10,807 7,620 14,714
As % of all permanent jobs advertised in England 10.55% 17.68% 21.33%
Number of salaries quoted 7,893 5,042 9,600
10th Percentile £42,500 £40,000 £40,000
25th Percentile £51,250 £52,500 £48,750
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £87,500 £90,000 £86,250
90th Percentile £100,000 £115,000 £115,000
UK median annual salary £67,500 £70,000 £65,000
% change year-on-year -3.57% +7.69% -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 September 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 September 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 -31 90 £81,250 -12.16% 270
Midlands -23 33 £41,000 -32.23% 20
East Midlands -12 27 £38,000 - 6
East of England -25 20 £95,000 +61.70% 33
South East -53 13 £62,500 +19.05% 24
West Midlands -45 6 £145,000 +139.67% 14
South West -72 5 £60,000 -18.64% 22
North of England -83 4 £46,000 -16.36% 25
North West -32 2 £70,000 +27.27% 21
North East -60 2 £42,000 - 4
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 13 (7.69%) Apache Airflow
1 13 (7.69%) Apache Spark
Applications
1 5 (2.96%) Chatbot
2 1 (0.59%) Trello
Business Applications
1 1 (0.59%) NetSuite
Cloud Services
1 85 (50.30%) AWS
2 80 (47.34%) Azure
3 63 (37.28%) GCP
4 21 (12.43%) Power Platform
5 13 (7.69%) Snowflake
6 12 (7.10%) Serverless
7 11 (6.51%) Amazon S3
7 11 (6.51%) AWS Lambda
7 11 (6.51%) dbt
8 10 (5.92%) Azure Synapse Analytics
9 9 (5.33%) Azure Machine Learning
10 7 (4.14%) Amazon Bedrock
11 5 (2.96%) Cloud Computing
11 5 (2.96%) PaaS
11 5 (2.96%) SaaS
11 5 (2.96%) Slack
12 4 (2.37%) Anthropic Claude
12 4 (2.37%) Azure AI
13 3 (1.78%) Vertex AI
14 2 (1.18%) Figma
Communications & Networking
1 13 (7.69%) Broadband
Database & Business Intelligence
1 20 (11.83%) Power BI
2 19 (11.24%) Tableau
3 15 (8.88%) Data Lake
4 12 (7.10%) Data Warehouse
5 11 (6.51%) Amazon Redshift
5 11 (6.51%) Big Data
5 11 (6.51%) BigQuery
6 10 (5.92%) Elasticsearch
6 10 (5.92%) Looker
6 10 (5.92%) Milvus
6 10 (5.92%) Snowflake Schema
7 8 (4.73%) Metadata
7 8 (4.73%) Pinecone
8 7 (4.14%) NoSQL
9 5 (2.96%) Data Mining
9 5 (2.96%) MongoDB
9 5 (2.96%) Oracle BI EE
9 5 (2.96%) QlikView
10 3 (1.78%) Neo4j
10 3 (1.78%) PostgreSQL
Development Applications
1 20 (11.83%) MLflow
2 9 (5.33%) Git
3 5 (2.96%) Jenkins
4 4 (2.37%) GitLab
5 3 (1.78%) Atlassian Bamboo
5 3 (1.78%) Bitbucket
5 3 (1.78%) Mercurial
5 3 (1.78%) SonarQube
5 3 (1.78%) TeamCity
6 2 (1.18%) Eclipse
6 2 (1.18%) Eclipse RCP
7 1 (0.59%) JIRA
7 1 (0.59%) Yeoman
General
1 64 (37.87%) Finance
2 41 (24.26%) Analytical Skills
3 38 (22.49%) Social Skills
4 27 (15.98%) Banking
5 23 (13.61%) Inclusion and Diversity
6 19 (11.24%) Law
7 18 (10.65%) Marketing
8 11 (6.51%) Public Sector
9 9 (5.33%) Legal
10 5 (2.96%) Aerospace
10 5 (2.96%) Electronics
10 5 (2.96%) Organisational Skills
11 3 (1.78%) Military
12 2 (1.18%) Aviation
12 2 (1.18%) Manufacturing
12 2 (1.18%) Wearables
13 1 (0.59%) Advertising
13 1 (0.59%) Automotive
13 1 (0.59%) Financial Institution
13 1 (0.59%) Publishing
Job Titles
1 56 (33.14%) Lead
2 33 (19.53%) Data Scientist
3 28 (16.57%) Software Engineer
4 25 (14.79%) Senior Data Scientist
5 23 (13.61%) Lead Data Scientist
6 21 (12.43%) Artificial Intelligence Engineer
7 20 (11.83%) Senior
8 19 (11.24%) Machine Learning Engineer
9 16 (9.47%) Developer
9 16 (9.47%) Machine Learning Scientist
10 13 (7.69%) Lead Developer
10 13 (7.69%) Systems Engineer
11 10 (5.92%) Data Engineer
11 10 (5.92%) Senior Systems Engineer
12 8 (4.73%) Research Scientist
13 6 (3.55%) Architect
13 6 (3.55%) Java Engineer
14 5 (2.96%) Artificial Intelligence Architect
14 5 (2.96%) Principal Engineer
15 3 (1.78%) Audio DSP Engineer
Libraries, Frameworks & Software Standards
1 158 (93.49%) PyTorch
2 66 (39.05%) scikit-learn
3 47 (27.81%) LangChain
4 33 (19.53%) Hugging Face
5 26 (15.38%) LangGraph
6 20 (11.83%) LlamaIndex
7 16 (9.47%) Kafka
8 14 (8.28%) Google JAX
8 14 (8.28%) JAX
9 12 (7.10%) NumPy
9 12 (7.10%) Pandas
9 12 (7.10%) pgvector
10 7 (4.14%) FastAPI
11 6 (3.55%) REST
11 6 (3.55%) Spring
11 6 (3.55%) Spring Boot
12 5 (2.96%) Faiss
12 5 (2.96%) Keras
12 5 (2.96%) RESTful
12 5 (2.96%) TFX
Miscellaneous
1 48 (28.40%) Cloud Native
2 22 (13.02%) Algorithms
3 20 (11.83%) AI Agents
4 18 (10.65%) Product Ownership
5 15 (8.88%) Public Cloud
6 13 (7.69%) Video\Live Streaming
7 11 (6.51%) Clustering
7 11 (6.51%) Mobile Banking
8 10 (5.92%) Distributed Systems
9 6 (3.55%) Embedded Systems
10 5 (2.96%) Blog
10 5 (2.96%) Over-the-Top Content
10 5 (2.96%) Reference Data
10 5 (2.96%) Self-Motivation
11 4 (2.37%) Analytical Mindset
11 4 (2.37%) Mobile App
12 3 (1.78%) Cyber Defence
12 3 (1.78%) Enterprise Software
12 3 (1.78%) Legacy Systems
12 3 (1.78%) Life Science
Operating Systems
1 2 (1.18%) Apple iOS
2 1 (0.59%) Android
2 1 (0.59%) Linux
Processes & Methodologies
1 167 (98.82%) Machine Learning
2 123 (72.78%) AI
3 104 (61.54%) Data Science
4 86 (50.89%) Software Engineering
5 74 (43.79%) Generative AI
6 71 (42.01%) LLM
7 70 (41.42%) Deep Learning
8 66 (39.05%) Mentoring
9 63 (37.28%) MLOps
10 60 (35.50%) Roadmaps
11 54 (31.95%) Statistics
12 48 (28.40%) Retrieval-Augmented Generation
13 47 (27.81%) Actionable Insight
14 43 (25.44%) CI/CD
15 41 (24.26%) Data Pipeline
15 41 (24.26%) Problem-Solving
16 39 (23.08%) Prompt Engineering
17 38 (22.49%) Analytics
17 38 (22.49%) Natural Language Processing
18 37 (21.89%) Use Case
Programming Languages
1 146 (86.39%) Python
2 59 (34.91%) SQL
3 24 (14.20%) Java
4 13 (7.69%) C++
5 8 (4.73%) R
6 4 (2.37%) C
6 4 (2.37%) JavaScript
7 2 (1.18%) Scala
8 1 (0.59%) Data Analysis Expressions
8 1 (0.59%) Gremlin
8 1 (0.59%) Swift
8 1 (0.59%) T-SQL
Qualifications
1 43 (25.44%) Degree
2 24 (14.20%) PhD
3 22 (13.02%) Security Cleared
4 9 (5.33%) Computer Science Degree
4 9 (5.33%) SC Cleared
5 8 (4.73%) Master's Degree
6 7 (4.14%) DV Cleared
7 6 (3.55%) BPSS Clearance
8 1 (0.59%) AWS Certification
8 1 (0.59%) AWS Certified Solutions Architect
8 1 (0.59%) Azure Certification
8 1 (0.59%) CISSP
8 1 (0.59%) Microsoft Certification
8 1 (0.59%) Microsoft Certified Professional
Quality Assurance & Compliance
1 10 (5.92%) California Consumer Privacy Act
1 10 (5.92%) GDPR
2 8 (4.73%) Data Quality
3 5 (2.96%) Accessibility
System Software
1 18 (10.65%) Docker
2 2 (1.18%) Firmware
Systems Management
1 17 (10.06%) Kubernetes
2 8 (4.73%) Kubeflow
3 3 (1.78%) Ansible
4 2 (1.18%) Argo
Vendors
1 21 (12.43%) Databricks
2 15 (8.88%) Google
3 14 (8.28%) OpenAI
4 10 (5.92%) Cloudera
4 10 (5.92%) Dell
5 9 (5.33%) Microsoft
6 4 (2.37%) Mistral
7 3 (1.78%) Foundry
7 3 (1.78%) Perforce
8 2 (1.18%) Thales
9 1 (0.59%) Cognizant