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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 567 523 642
Rank change year-on-year -44 +119 +42
Permanent jobs citing TensorFlow 149 132 174
As % of all permanent jobs in England 0.17% 0.30% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.62% 1.66% 1.08%
Number of salaries quoted 43 59 86
10th Percentile £45,000 £46,250 £52,500
25th Percentile £51,250 £57,500 £55,313
Median annual salary (50th Percentile) £70,000 £80,000 £71,250
Median % change year-on-year -12.50% +12.28% -5.00%
75th Percentile £98,125 £97,500 £95,000
90th Percentile £130,000 £120,000 £122,500
UK median annual salary £70,000 £78,750 £70,000
% change year-on-year -11.11% +12.50% -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 9,213 7,968 16,152
As % of all permanent jobs advertised in England 10.40% 18.33% 19.23%
Number of salaries quoted 7,065 5,402 12,771
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £60,000
Median % change year-on-year -3.70% +12.50% -11.11%
75th Percentile £85,000 £87,500 £81,250
90th Percentile £100,000 £115,000 £105,000
UK median annual salary £65,000 £67,037 £60,000
% change year-on-year -3.04% +11.73% -11.11%

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 July 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 July 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 -3 76 £92,500 - 49
Midlands -7 30 £52,500 -22.22% 1
East Midlands +2 27 £41,000 -43.45%
East of England -13 20 £90,000 +40.63% 10
South East -34 9 £62,500 -30.56% 9
South West -61 7 £60,000 +20.00% 3
North of England -39 6 £50,000 -21.88% 2
North West -16 3 £60,000 -12.73% 2
West Midlands -19 3 £55,000 -9.09% 1
North East -44 2 £42,000 -
Yorkshire -31 1 - -
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 30 (20.13%) Apache Airflow
2 25 (16.78%) Apache Spark
3 2 (1.34%) Appian
Applications
1 6 (4.03%) Chatbot
2 1 (0.67%) Trello
Business Applications
1 1 (0.67%) NetSuite
Cloud Services
1 75 (50.34%) Azure
2 71 (47.65%) AWS
3 61 (40.94%) GCP
4 29 (19.46%) Power Platform
5 27 (18.12%) Snowflake
6 24 (16.11%) dbt
7 23 (15.44%) Azure Synapse Analytics
8 8 (5.37%) Slack
9 7 (4.70%) Amazon Bedrock
9 7 (4.70%) Anthropic Claude
9 7 (4.70%) Azure Machine Learning
10 6 (4.03%) SaaS
11 5 (3.36%) Prefect
12 4 (2.68%) Azure AI
12 4 (2.68%) Vertex AI
13 3 (2.01%) Amazon SageMaker
13 3 (2.01%) Azure Data Factory
13 3 (2.01%) GitHub
13 3 (2.01%) Serverless
14 2 (1.34%) OpenShift
Communications & Networking
1 24 (16.11%) Broadband
Database & Business Intelligence
1 26 (17.45%) Power BI
2 25 (16.78%) Amazon Redshift
2 25 (16.78%) Data Warehouse
2 25 (16.78%) Tableau
3 24 (16.11%) BigQuery
4 23 (15.44%) Data Lake
4 23 (15.44%) Elasticsearch
4 23 (15.44%) Looker
4 23 (15.44%) Snowflake Schema
5 16 (10.74%) Metadata
6 11 (7.38%) Pinecone
7 5 (3.36%) MongoDB
8 4 (2.68%) Weaviate
9 3 (2.01%) NoSQL
9 3 (2.01%) PostgreSQL
9 3 (2.01%) SQL Server
10 2 (1.34%) Big Data
10 2 (1.34%) MySQL
10 2 (1.34%) Neo4j
10 2 (1.34%) Redis
Development Applications
1 38 (25.50%) MLflow
2 10 (6.71%) Git
3 4 (2.68%) GitLab
4 2 (1.34%) Jenkins
5 1 (0.67%) Eclipse
5 1 (0.67%) Eclipse RCP
5 1 (0.67%) JIRA
5 1 (0.67%) Yeoman
General
1 58 (38.93%) Analytical Skills
2 41 (27.52%) Finance
3 31 (20.81%) Social Skills
4 11 (7.38%) Banking
5 4 (2.68%) Public Sector
6 3 (2.01%) Advertising
6 3 (2.01%) Inclusion and Diversity
7 2 (1.34%) Electronics
7 2 (1.34%) Manufacturing
7 2 (1.34%) Wearables
8 1 (0.67%) Automotive
8 1 (0.67%) Law
8 1 (0.67%) Legal
8 1 (0.67%) Marketing
8 1 (0.67%) Publishing
Job Titles
1 47 (31.54%) Lead
2 36 (24.16%) Data Scientist
3 34 (22.82%) Senior
4 28 (18.79%) Senior Data Scientist
5 26 (17.45%) Systems Engineer
6 25 (16.78%) Lead Data Scientist
7 23 (15.44%) Senior Systems Engineer
8 20 (13.42%) Developer
9 17 (11.41%) Machine Learning Engineer
10 16 (10.74%) Software Engineer
11 13 (8.72%) Lead Developer
12 11 (7.38%) Artificial Intelligence Engineer
13 9 (6.04%) Architect
14 8 (5.37%) Artificial Intelligence Architect
15 5 (3.36%) Python Developer
16 4 (2.68%) Engineering Manager
16 4 (2.68%) Head of Engineering
17 3 (2.01%) Audio DSP Engineer
17 3 (2.01%) DSP Embedded Software Engineer
17 3 (2.01%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 143 (95.97%) PyTorch
2 54 (36.24%) scikit-learn
3 51 (34.23%) LangChain
4 34 (22.82%) Hugging Face
5 29 (19.46%) LlamaIndex
6 26 (17.45%) Kafka
7 25 (16.78%) pgvector
8 21 (14.09%) LangGraph
9 12 (8.05%) Google JAX
9 12 (8.05%) JAX
9 12 (8.05%) NumPy
9 12 (8.05%) Pandas
10 8 (5.37%) Faiss
10 8 (5.37%) OpenCV
10 8 (5.37%) TFX
11 7 (4.70%) FastAPI
12 6 (4.03%) SciPy
13 5 (3.36%) CrewAI
13 5 (3.36%) Flask
13 5 (3.36%) REST
Miscellaneous
1 38 (25.50%) Cloud Native
2 25 (16.78%) Algorithms
3 24 (16.11%) Clustering
3 24 (16.11%) Video\Live Streaming
4 23 (15.44%) Public Cloud
5 14 (9.40%) AI Agents
6 11 (7.38%) Product Ownership
7 8 (5.37%) Distributed Systems
7 8 (5.37%) Over-the-Top Content
8 7 (4.70%) Embedded Systems
9 5 (3.36%) Legacy Systems
10 4 (2.68%) CUDA
11 3 (2.01%) Enterprise Software
11 3 (2.01%) Low-Code
11 3 (2.01%) Mobile App
12 2 (1.34%) Data Structures
12 2 (1.34%) Life Science
12 2 (1.34%) Raspberry Pi
12 2 (1.34%) Robotics
12 2 (1.34%) Stable Diffusion
Operating Systems
1 5 (3.36%) Linux
2 1 (0.67%) Android
2 1 (0.67%) Apple iOS
2 1 (0.67%) Robot Operating System
Processes & Methodologies
1 143 (95.97%) Machine Learning
2 116 (77.85%) AI
3 105 (70.47%) Data Science
4 81 (54.36%) Generative AI
5 60 (40.27%) Mentoring
5 60 (40.27%) Roadmaps
6 59 (39.60%) Software Engineering
7 57 (38.26%) MLOps
8 55 (36.91%) Retrieval-Augmented Generation
8 55 (36.91%) Use Case
9 53 (35.57%) Deep Learning
10 52 (34.90%) Data Pipeline
11 47 (31.54%) Statistics
12 44 (29.53%) CI/CD
13 43 (28.86%) LLM
14 41 (27.52%) Actionable Insight
15 38 (25.50%) Data Engineering
16 37 (24.83%) Feature Engineering
16 37 (24.83%) Prompt Engineering
17 36 (24.16%) Analytics
Programming Languages
1 142 (95.30%) Python
2 53 (35.57%) SQL
3 13 (8.72%) C++
4 10 (6.71%) Java
5 4 (2.68%) C
6 3 (2.01%) R
7 1 (0.67%) Data Analysis Expressions
7 1 (0.67%) JavaScript
7 1 (0.67%) T-SQL
Qualifications
1 20 (13.42%) Degree
2 8 (5.37%) Security Cleared
3 7 (4.70%) PhD
4 4 (2.68%) Master's Degree
5 3 (2.01%) DV Cleared
5 3 (2.01%) Postgraduate
6 2 (1.34%) AWS Certification
6 2 (1.34%) Azure Certification
6 2 (1.34%) Computer Science Degree
7 1 (0.67%) AWS Certified Solutions Architect
7 1 (0.67%) Microsoft Certification
7 1 (0.67%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (15.44%) California Consumer Privacy Act
1 23 (15.44%) GDPR
2 4 (2.68%) Data Quality
System Software
1 19 (12.75%) Docker
2 2 (1.34%) Firmware
Systems Management
1 14 (9.40%) Kubernetes
2 12 (8.05%) Kubeflow
3 3 (2.01%) Argo
4 2 (1.34%) Terraform
Vendors
1 33 (22.15%) Databricks
2 23 (15.44%) Cloudera
2 23 (15.44%) Dell
3 14 (9.40%) OpenAI
4 10 (6.71%) Google
5 5 (3.36%) Microsoft
6 2 (1.34%) Automation Anywhere
6 2 (1.34%) UiPath
7 1 (0.67%) Cognizant
7 1 (0.67%) Dataiku
7 1 (0.67%) DataRobot
7 1 (0.67%) Foundry
7 1 (0.67%) IBM