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

6 months to
12 Jun 2026
Same period 2025 Same period 2024
Rank 542 539 660
Rank change year-on-year -3 +121 +86
Permanent jobs citing TensorFlow 156 102 187
As % of all permanent jobs in England 0.19% 0.26% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.81% 1.31% 1.04%
Number of salaries quoted 42 51 100
10th Percentile £45,000 £45,000 £47,665
25th Percentile £47,704 £60,375 £55,000
Median annual salary (50th Percentile) £67,250 £80,000 £70,000
Median % change year-on-year -15.94% +14.29% -6.67%
75th Percentile £91,250 £97,500 £87,813
90th Percentile £118,500 £122,500 £122,500
UK median annual salary £70,000 £80,000 £70,000
% change year-on-year -12.50% +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 8,611 7,804 17,973
As % of all permanent jobs advertised in England 10.45% 19.85% 19.22%
Number of salaries quoted 6,553 5,236 14,550
10th Percentile £40,750 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,434 £60,000
Median % change year-on-year -2.16% +10.72% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £115,000 £100,075
UK median annual salary £65,000 £66,253 £60,000
% change year-on-year -1.89% +10.42% -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 12 June 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 June 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 +21 86 £87,500 -7.89% 39
Midlands +3 26 £55,000 -12.70% 4
East Midlands -10 23 £70,000 -3.45% 2
East of England -9 21 £90,000 +40.63% 8
North of England -39 8 £60,000 -17.24% 8
South East -38 7 £60,000 -40.00% 14
South West -65 7 £60,000 +33.33% 6
North West +10 5 £60,000 -27.38% 7
West Midlands -22 3 £55,000 +2.80% 2
North East - 2 £42,000 - 1
Yorkshire -42 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 29 (18.59%) Apache Airflow
2 28 (17.95%) Apache Spark
3 8 (5.13%) Appian
Applications
1 6 (3.85%) Chatbot
2 1 (0.64%) Trello
Cloud Services
1 77 (49.36%) Azure
2 62 (39.74%) AWS
3 51 (32.69%) GCP
4 28 (17.95%) Power Platform
5 26 (16.67%) Snowflake
6 23 (14.74%) Azure Synapse Analytics
6 23 (14.74%) dbt
7 13 (8.33%) Anthropic Claude
7 13 (8.33%) Azure AI
8 12 (7.69%) Azure Machine Learning
9 9 (5.77%) Azure Data Factory
10 8 (5.13%) Power Automate
10 8 (5.13%) Slack
11 6 (3.85%) OpenShift
12 5 (3.21%) Prefect
13 4 (2.56%) Amazon Bedrock
13 4 (2.56%) H2O.ai
13 4 (2.56%) SaaS
13 4 (2.56%) Vertex AI
14 3 (1.92%) Serverless
Communications & Networking
1 25 (16.03%) Broadband
Database & Business Intelligence
1 27 (17.31%) Data Lake
1 27 (17.31%) Data Warehouse
2 25 (16.03%) Amazon Redshift
2 25 (16.03%) Tableau
3 23 (14.74%) BigQuery
3 23 (14.74%) Elasticsearch
3 23 (14.74%) Looker
3 23 (14.74%) Power BI
3 23 (14.74%) Snowflake Schema
4 20 (12.82%) Metadata
5 17 (10.90%) Pinecone
6 8 (5.13%) SQL Server
7 5 (3.21%) Big Data
7 5 (3.21%) MongoDB
8 4 (2.56%) Hadoop
8 4 (2.56%) Weaviate
9 3 (1.92%) PostgreSQL
10 2 (1.28%) MySQL
10 2 (1.28%) NoSQL
10 2 (1.28%) Redis
Development Applications
1 49 (31.41%) MLflow
2 10 (6.41%) Git
3 3 (1.92%) GitLab
4 2 (1.28%) Jenkins
5 1 (0.64%) JIRA
General
1 59 (37.82%) Analytical Skills
2 44 (28.21%) Finance
3 34 (21.79%) Social Skills
4 9 (5.77%) Inclusion and Diversity
5 6 (3.85%) Banking
5 6 (3.85%) Manufacturing
6 3 (1.92%) Public Sector
7 2 (1.28%) Advertising
7 2 (1.28%) Electronics
7 2 (1.28%) Legal
7 2 (1.28%) Wearables
8 1 (0.64%) Automotive
8 1 (0.64%) Marketing
8 1 (0.64%) Organisational Skills
8 1 (0.64%) Publishing
Job Titles
1 47 (30.13%) Lead
2 35 (22.44%) Data Scientist
2 35 (22.44%) Senior
3 27 (17.31%) Senior Data Scientist
4 26 (16.67%) Systems Engineer
5 23 (14.74%) Lead Data Scientist
5 23 (14.74%) Senior Systems Engineer
6 20 (12.82%) Developer
7 14 (8.97%) Artificial Intelligence Engineer
7 14 (8.97%) Machine Learning Engineer
8 11 (7.05%) Lead Developer
8 11 (7.05%) Software Engineer
9 9 (5.77%) Consultant
10 8 (5.13%) Automation Engineer
11 6 (3.85%) Architect
11 6 (3.85%) Artificial Intelligence Architect
12 5 (3.21%) Python Developer
13 4 (2.56%) Engineering Manager
13 4 (2.56%) Head of Engineering
14 3 (1.92%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 150 (96.15%) PyTorch
2 57 (36.54%) scikit-learn
3 51 (32.69%) LangChain
4 36 (23.08%) Hugging Face
5 29 (18.59%) LlamaIndex
6 25 (16.03%) Kafka
6 25 (16.03%) pgvector
7 23 (14.74%) Pandas
8 20 (12.82%) NumPy
9 15 (9.62%) Google JAX
9 15 (9.62%) JAX
9 15 (9.62%) LangGraph
10 14 (8.97%) Faiss
11 12 (7.69%) FastAPI
12 11 (7.05%) Flask
13 10 (6.41%) REST
14 8 (5.13%) Django
14 8 (5.13%) OAuth
14 8 (5.13%) RESTful
14 8 (5.13%) Web Services
Miscellaneous
1 34 (21.79%) Cloud Native
2 24 (15.38%) Algorithms
2 24 (15.38%) Clustering
2 24 (15.38%) Video\Live Streaming
3 23 (14.74%) Public Cloud
4 15 (9.62%) AI Agents
5 11 (7.05%) Low-Code
6 10 (6.41%) Legacy Systems
7 8 (5.13%) CUDA
7 8 (5.13%) Over-the-Top Content
8 7 (4.49%) Embedded Systems
8 7 (4.49%) Product Ownership
9 6 (3.85%) Distributed Systems
10 5 (3.21%) Enterprise Software
11 4 (2.56%) Data Centre
11 4 (2.56%) Management Information System
12 3 (1.92%) Cyber Threat
12 3 (1.92%) Robotics
13 2 (1.28%) Data Structures
13 2 (1.28%) Life Science
Operating Systems
1 5 (3.21%) Linux
2 2 (1.28%) Robot Operating System
Processes & Methodologies
1 146 (93.59%) Machine Learning
2 124 (79.49%) AI
3 105 (67.31%) Data Science
4 88 (56.41%) Generative AI
5 61 (39.10%) Retrieval-Augmented Generation
6 58 (37.18%) Data Pipeline
7 57 (36.54%) Roadmaps
8 54 (34.62%) MLOps
9 53 (33.97%) Mentoring
10 52 (33.33%) Deep Learning
11 51 (32.69%) Software Engineering
12 50 (32.05%) Use Case
13 49 (31.41%) Data Engineering
13 49 (31.41%) LLM
14 48 (30.77%) CI/CD
15 45 (28.85%) Analytics
15 45 (28.85%) Prompt Engineering
16 43 (27.56%) Feature Engineering
16 43 (27.56%) Statistics
17 39 (25.00%) Actionable Insight
Programming Languages
1 148 (94.87%) Python
2 57 (36.54%) SQL
3 8 (5.13%) C++
4 7 (4.49%) R
5 4 (2.56%) C
6 3 (1.92%) Java
6 3 (1.92%) JavaScript
6 3 (1.92%) PowerShell
Qualifications
1 31 (19.87%) Degree
2 11 (7.05%) Security Cleared
3 10 (6.41%) Master's Degree
3 10 (6.41%) PhD
4 5 (3.21%) Computer Science Degree
5 4 (2.56%) Microsoft Certification
5 4 (2.56%) SC Cleared
6 3 (1.92%) Azure Certification
6 3 (1.92%) DV Cleared
6 3 (1.92%) Numerate Degree
6 3 (1.92%) Postgraduate
7 1 (0.64%) AWS Certification
Quality Assurance & Compliance
1 23 (14.74%) California Consumer Privacy Act
1 23 (14.74%) GDPR
2 16 (10.26%) Data Quality
System Software
1 27 (17.31%) Docker
2 2 (1.28%) Firmware
Systems Management
1 22 (14.10%) Kubernetes
2 12 (7.69%) Kubeflow
3 3 (1.92%) Argo
4 1 (0.64%) Terraform
Vendors
1 42 (26.92%) Databricks
2 27 (17.31%) Dell
3 24 (15.38%) OpenAI
4 23 (14.74%) Cloudera
5 9 (5.77%) Microsoft
6 8 (5.13%) Automation Anywhere
6 8 (5.13%) UiPath
7 7 (4.49%) Google
8 4 (2.56%) Foundry
8 4 (2.56%) NVIDIA
9 3 (1.92%) CrowdStrike
9 3 (1.92%) Fortinet
9 3 (1.92%) Palo Alto
10 1 (0.64%) Cognizant
10 1 (0.64%) Dataiku
10 1 (0.64%) DataRobot
10 1 (0.64%) IBM