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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 560 521 643
Rank change year-on-year -39 +122 +58
Permanent jobs citing TensorFlow 151 130 186
As % of all permanent jobs in England 0.17% 0.30% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.64% 1.62% 1.09%
Number of salaries quoted 44 59 97
10th Percentile £45,000 £46,000 £51,500
25th Percentile £49,375 £59,375 £55,000
Median annual salary (50th Percentile) £64,750 £80,000 £70,000
Median % change year-on-year -19.06% +14.29% -6.67%
75th Percentile £93,438 £97,500 £88,750
90th Percentile £128,750 £120,500 £122,500
UK median annual salary £65,000 £80,000 £70,000
% change year-on-year -18.75% +14.29% -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 9,215 8,030 17,060
As % of all permanent jobs advertised in England 10.53% 18.50% 19.27%
Number of salaries quoted 7,066 5,438 13,580
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
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 £80,000
90th Percentile £100,000 £115,000 £103,750
UK median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% -9.60%

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 12 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 12 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 +12 79 £90,000 -5.26% 87
Midlands -8 31 £55,000 -18.52% 8
East Midlands -6 27 £41,000 -43.45% 2
East of England -13 19 £55,000 -14.06% 7
South East -41 8 £62,500 -37.50% 10
South West -60 7 £60,000 +20.00% 19
North of England -32 6 £50,000 -21.88% 9
West Midlands -17 4 £55,000 -9.09% 6
North West -21 3 £60,000 -12.73% 7
North East -54 2 £42,000 - 2
Yorkshire -37 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 (19.87%) Apache Airflow
2 25 (16.56%) Apache Spark
3 3 (1.99%) Appian
Applications
1 7 (4.64%) Chatbot
2 1 (0.66%) Trello
Business Applications
1 1 (0.66%) NetSuite
Cloud Services
1 75 (49.67%) Azure
2 69 (45.70%) AWS
3 60 (39.74%) GCP
4 29 (19.21%) Power Platform
5 27 (17.88%) Snowflake
6 24 (15.89%) dbt
7 23 (15.23%) Azure Synapse Analytics
8 8 (5.30%) Anthropic Claude
8 8 (5.30%) Azure Machine Learning
8 8 (5.30%) Slack
9 7 (4.64%) Amazon Bedrock
10 6 (3.97%) Azure AI
10 6 (3.97%) OpenShift
10 6 (3.97%) SaaS
11 5 (3.31%) Prefect
12 4 (2.65%) Azure Data Factory
12 4 (2.65%) H2O.ai
12 4 (2.65%) Vertex AI
13 3 (1.99%) GitHub
13 3 (1.99%) Serverless
Communications & Networking
1 24 (15.89%) Broadband
Database & Business Intelligence
1 27 (17.88%) Data Lake
2 26 (17.22%) Power BI
3 25 (16.56%) Amazon Redshift
3 25 (16.56%) Data Warehouse
3 25 (16.56%) Tableau
4 24 (15.89%) BigQuery
5 23 (15.23%) Elasticsearch
5 23 (15.23%) Looker
5 23 (15.23%) Snowflake Schema
6 20 (13.25%) Metadata
7 12 (7.95%) Pinecone
8 5 (3.31%) MongoDB
9 4 (2.65%) SQL Server
9 4 (2.65%) Weaviate
10 3 (1.99%) PostgreSQL
11 2 (1.32%) Big Data
11 2 (1.32%) MySQL
11 2 (1.32%) Neo4j
11 2 (1.32%) NoSQL
11 2 (1.32%) Redis
Development Applications
1 40 (26.49%) MLflow
2 10 (6.62%) Git
3 3 (1.99%) GitLab
4 2 (1.32%) Jenkins
5 1 (0.66%) JIRA
5 1 (0.66%) Yeoman
General
1 57 (37.75%) Analytical Skills
2 44 (29.14%) Finance
3 30 (19.87%) Social Skills
4 10 (6.62%) Banking
5 6 (3.97%) Manufacturing
6 3 (1.99%) Advertising
6 3 (1.99%) Inclusion and Diversity
6 3 (1.99%) Public Sector
7 2 (1.32%) Electronics
7 2 (1.32%) Wearables
8 1 (0.66%) Automotive
8 1 (0.66%) Legal
8 1 (0.66%) Organisational Skills
8 1 (0.66%) Publishing
Job Titles
1 47 (31.13%) Lead
2 37 (24.50%) Data Scientist
3 34 (22.52%) Senior
4 28 (18.54%) Senior Data Scientist
5 26 (17.22%) Systems Engineer
6 25 (16.56%) Lead Data Scientist
7 23 (15.23%) Senior Systems Engineer
8 20 (13.25%) Developer
9 16 (10.60%) Machine Learning Engineer
10 14 (9.27%) Software Engineer
11 13 (8.61%) Lead Developer
12 12 (7.95%) Artificial Intelligence Engineer
13 9 (5.96%) Architect
14 8 (5.30%) Artificial Intelligence Architect
15 5 (3.31%) Python Developer
16 4 (2.65%) Data Engineer
16 4 (2.65%) Engineering Manager
16 4 (2.65%) Head of Engineering
17 3 (1.99%) Automation Engineer
17 3 (1.99%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 146 (96.69%) PyTorch
2 53 (35.10%) scikit-learn
3 51 (33.77%) LangChain
4 35 (23.18%) Hugging Face
5 29 (19.21%) LlamaIndex
6 25 (16.56%) Kafka
6 25 (16.56%) pgvector
7 20 (13.25%) LangGraph
8 13 (8.61%) NumPy
8 13 (8.61%) Pandas
9 11 (7.28%) Google JAX
9 11 (7.28%) JAX
10 9 (5.96%) Faiss
10 9 (5.96%) OpenCV
11 8 (5.30%) FastAPI
11 8 (5.30%) TFX
12 6 (3.97%) Flask
12 6 (3.97%) Keras
12 6 (3.97%) SciPy
13 5 (3.31%) REST
Miscellaneous
1 36 (23.84%) Cloud Native
2 26 (17.22%) Algorithms
3 24 (15.89%) Clustering
3 24 (15.89%) Video\Live Streaming
4 23 (15.23%) Public Cloud
5 15 (9.93%) AI Agents
6 9 (5.96%) Product Ownership
7 8 (5.30%) Embedded Systems
7 8 (5.30%) Over-the-Top Content
8 7 (4.64%) Distributed Systems
9 6 (3.97%) Legacy Systems
10 5 (3.31%) CUDA
11 4 (2.65%) Data Centre
11 4 (2.65%) Low-Code
11 4 (2.65%) Management Information System
12 3 (1.99%) Enterprise Software
12 3 (1.99%) Mobile App
12 3 (1.99%) Robotics
13 2 (1.32%) Data Structures
13 2 (1.32%) Raspberry Pi
Operating Systems
1 5 (3.31%) Linux
2 2 (1.32%) Robot Operating System
3 1 (0.66%) Android
3 1 (0.66%) Apple iOS
Processes & Methodologies
1 144 (95.36%) Machine Learning
2 120 (79.47%) AI
3 105 (69.54%) Data Science
4 84 (55.63%) Generative AI
5 60 (39.74%) Mentoring
5 60 (39.74%) Retrieval-Augmented Generation
6 58 (38.41%) Roadmaps
6 58 (38.41%) Software Engineering
7 56 (37.09%) MLOps
8 55 (36.42%) Data Pipeline
8 55 (36.42%) Deep Learning
9 54 (35.76%) Use Case
10 47 (31.13%) Statistics
11 44 (29.14%) CI/CD
12 43 (28.48%) Data Engineering
12 43 (28.48%) LLM
13 41 (27.15%) Analytics
14 40 (26.49%) Actionable Insight
15 37 (24.50%) Feature Engineering
15 37 (24.50%) Prompt Engineering
Programming Languages
1 143 (94.70%) Python
2 53 (35.10%) SQL
3 13 (8.61%) C++
4 8 (5.30%) Java
5 4 (2.65%) C
6 3 (1.99%) R
7 1 (0.66%) Data Analysis Expressions
7 1 (0.66%) JavaScript
7 1 (0.66%) T-SQL
Qualifications
1 23 (15.23%) Degree
2 10 (6.62%) Master's Degree
3 9 (5.96%) Security Cleared
4 6 (3.97%) PhD
5 5 (3.31%) Computer Science Degree
6 3 (1.99%) Azure Certification
6 3 (1.99%) DV Cleared
6 3 (1.99%) Postgraduate
7 2 (1.32%) AWS Certification
8 1 (0.66%) AWS Certified Solutions Architect
8 1 (0.66%) Microsoft Certification
8 1 (0.66%) Microsoft Certified Professional
8 1 (0.66%) SC Cleared
Quality Assurance & Compliance
1 23 (15.23%) California Consumer Privacy Act
1 23 (15.23%) GDPR
2 9 (5.96%) Data Quality
System Software
1 20 (13.25%) Docker
2 2 (1.32%) Firmware
Systems Management
1 15 (9.93%) Kubernetes
2 12 (7.95%) Kubeflow
3 3 (1.99%) Argo
4 2 (1.32%) Terraform
Vendors
1 38 (25.17%) Databricks
2 27 (17.88%) Dell
3 23 (15.23%) Cloudera
4 14 (9.27%) OpenAI
5 9 (5.96%) Google
6 4 (2.65%) Microsoft
6 4 (2.65%) NVIDIA
7 3 (1.99%) Automation Anywhere
7 3 (1.99%) UiPath
8 1 (0.66%) Cognizant
8 1 (0.66%) Dataiku
8 1 (0.66%) DataRobot
8 1 (0.66%) Foundry
8 1 (0.66%) IBM