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

6 months to
31 May 2026
Same period 2025 Same period 2024
Rank 533 526 656
Rank change year-on-year -7 +130 +107
Permanent jobs citing TensorFlow 154 99 190
As % of all permanent jobs in England 0.19% 0.25% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.82% 1.28% 1.09%
Number of salaries quoted 43 49 104
10th Percentile £45,000 £44,500 £48,378
25th Percentile £46,939 £58,750 £55,000
Median annual salary (50th Percentile) £62,500 £80,000 £70,000
Median % change year-on-year -21.88% +14.29% -6.67%
75th Percentile £91,250 £97,500 £88,750
90th Percentile £104,000 £124,000 £122,500
UK median annual salary £63,500 £80,000 £70,000
% change year-on-year -20.63% +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 8,471 7,733 17,379
As % of all permanent jobs advertised in England 10.19% 19.82% 19.74%
Number of salaries quoted 6,441 5,271 14,301
10th Percentile £40,000 £39,500 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,295 £60,000
Median % change year-on-year -1.95% +10.49% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £113,750 £100,000
UK median annual salary £65,000 £66,206 £60,000
% change year-on-year -1.82% +10.34% -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 31 May 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 31 May 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 +19 85 £85,000 -10.53% 20
East of England -7 23 £66,250 +3.52% 3
Midlands -15 22 £55,000 -12.70% 3
East Midlands -10 18 £70,000 -3.45% 2
North of England -46 9 £60,000 -25.00% 5
South East -20 7 £50,000 -50.00% 7
South West -55 7 £60,000 +33.33% 1
North West -6 6 £61,250 -28.15% 4
West Midlands -28 4 £52,500 -1.87% 1
North East - 2 £42,000 - 1
Yorkshire -46 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 (18.83%) Apache Airflow
1 29 (18.83%) Apache Spark
2 10 (6.49%) Appian
Applications
1 7 (4.55%) Chatbot
2 1 (0.65%) Trello
Cloud Services
1 76 (49.35%) Azure
2 57 (37.01%) AWS
3 46 (29.87%) GCP
4 29 (18.83%) Power Platform
5 26 (16.88%) Snowflake
6 23 (14.94%) Azure Synapse Analytics
6 23 (14.94%) dbt
7 17 (11.04%) Azure Machine Learning
8 16 (10.39%) Azure AI
9 14 (9.09%) Anthropic Claude
10 10 (6.49%) Azure Data Factory
11 9 (5.84%) Power Automate
12 7 (4.55%) Slack
13 6 (3.90%) OpenShift
13 6 (3.90%) Prefect
14 5 (3.25%) Azure DevOps
15 4 (2.60%) H2O.ai
15 4 (2.60%) Vertex AI
16 3 (1.95%) Amazon Bedrock
16 3 (1.95%) Serverless
Communications & Networking
1 24 (15.58%) Broadband
Database & Business Intelligence
1 28 (18.18%) Data Warehouse
2 27 (17.53%) Data Lake
3 25 (16.23%) Amazon Redshift
3 25 (16.23%) Tableau
4 23 (14.94%) BigQuery
4 23 (14.94%) Elasticsearch
4 23 (14.94%) Looker
4 23 (14.94%) Power BI
4 23 (14.94%) Snowflake Schema
5 20 (12.99%) Metadata
6 17 (11.04%) Pinecone
7 9 (5.84%) SQL Server
8 5 (3.25%) Big Data
8 5 (3.25%) Hadoop
8 5 (3.25%) Weaviate
9 3 (1.95%) MongoDB
10 2 (1.30%) Neo4j
11 1 (0.65%) DynamoDB
11 1 (0.65%) PostgreSQL
11 1 (0.65%) SQLPlus
Development Applications
1 55 (35.71%) MLflow
2 10 (6.49%) Git
3 3 (1.95%) GitLab
4 2 (1.30%) Jenkins
5 1 (0.65%) JIRA
General
1 59 (38.31%) Analytical Skills
2 38 (24.68%) Finance
3 36 (23.38%) Social Skills
4 9 (5.84%) Inclusion and Diversity
5 6 (3.90%) Manufacturing
6 4 (2.60%) Banking
7 3 (1.95%) Public Sector
8 2 (1.30%) Advertising
8 2 (1.30%) Electronics
8 2 (1.30%) Legal
8 2 (1.30%) Organisational Skills
8 2 (1.30%) Wearables
9 1 (0.65%) Automotive
9 1 (0.65%) Digital Economy
9 1 (0.65%) Financial Institution
9 1 (0.65%) Law
9 1 (0.65%) Marketing
9 1 (0.65%) Publishing
Job Titles
1 43 (27.92%) Lead
2 37 (24.03%) Senior
3 31 (20.13%) Data Scientist
4 26 (16.88%) Systems Engineer
5 23 (14.94%) Senior Data Scientist
5 23 (14.94%) Senior Systems Engineer
6 19 (12.34%) Lead Data Scientist
7 14 (9.09%) Artificial Intelligence Engineer
8 13 (8.44%) Developer
9 11 (7.14%) Consultant
9 11 (7.14%) Machine Learning Engineer
10 9 (5.84%) Automation Engineer
11 8 (5.19%) Software Engineer
12 6 (3.90%) Architect
12 6 (3.90%) Artificial Intelligence Architect
12 6 (3.90%) Lead Developer
13 5 (3.25%) Python Developer
14 4 (2.60%) Data Consultant
14 4 (2.60%) Engineering Manager
14 4 (2.60%) Senior Consultant
Libraries, Frameworks & Software Standards
1 144 (93.51%) PyTorch
2 58 (37.66%) scikit-learn
3 48 (31.17%) LangChain
4 32 (20.78%) Hugging Face
5 29 (18.83%) LlamaIndex
6 26 (16.88%) Pandas
7 25 (16.23%) pgvector
8 24 (15.58%) Kafka
9 21 (13.64%) NumPy
10 16 (10.39%) Google JAX
10 16 (10.39%) JAX
11 13 (8.44%) Faiss
12 12 (7.79%) FastAPI
13 11 (7.14%) LangGraph
14 10 (6.49%) Django
14 10 (6.49%) Flask
14 10 (6.49%) Keras
14 10 (6.49%) REST
15 9 (5.84%) OAuth
15 9 (5.84%) RESTful
Miscellaneous
1 32 (20.78%) Cloud Native
2 24 (15.58%) Algorithms
2 24 (15.58%) Clustering
3 23 (14.94%) Public Cloud
3 23 (14.94%) Video\Live Streaming
4 15 (9.74%) AI Agents
5 13 (8.44%) Low-Code
6 11 (7.14%) Legacy Systems
7 9 (5.84%) CUDA
8 7 (4.55%) Embedded Systems
8 7 (4.55%) Over-the-Top Content
9 6 (3.90%) Enterprise Software
10 5 (3.25%) Distributed Systems
10 5 (3.25%) Life Science
11 4 (2.60%) Cyber Threat
11 4 (2.60%) Data Centre
11 4 (2.60%) Management Information System
11 4 (2.60%) Product Ownership
12 3 (1.95%) Robotics
13 2 (1.30%) Mobile App
Operating Systems
1 5 (3.25%) Linux
2 2 (1.30%) Robot Operating System
Processes & Methodologies
1 144 (93.51%) Machine Learning
2 124 (80.52%) AI
3 99 (64.29%) Data Science
4 85 (55.19%) Generative AI
5 59 (38.31%) Retrieval-Augmented Generation
6 55 (35.71%) MLOps
7 54 (35.06%) Data Pipeline
8 51 (33.12%) LLM
8 51 (33.12%) Roadmaps
9 49 (31.82%) Analytics
9 49 (31.82%) Data Engineering
10 47 (30.52%) CI/CD
10 47 (30.52%) Deep Learning
10 47 (30.52%) Prompt Engineering
11 46 (29.87%) Use Case
12 45 (29.22%) Mentoring
12 45 (29.22%) Software Engineering
13 43 (27.92%) Feature Engineering
14 39 (25.32%) Data Modelling
14 39 (25.32%) Statistics
Programming Languages
1 146 (94.81%) Python
2 52 (33.77%) SQL
3 8 (5.19%) R
4 7 (4.55%) C++
5 5 (3.25%) JavaScript
6 4 (2.60%) C
6 4 (2.60%) PowerShell
7 3 (1.95%) Java
8 1 (0.65%) Go
8 1 (0.65%) TypeScript
Qualifications
1 39 (25.32%) Degree
2 14 (9.09%) Master's Degree
3 12 (7.79%) PhD
4 11 (7.14%) Security Cleared
5 7 (4.55%) Computer Science Degree
6 5 (3.25%) Microsoft Certification
7 4 (2.60%) Azure Certification
7 4 (2.60%) Numerate Degree
7 4 (2.60%) SC Cleared
8 3 (1.95%) DV Cleared
8 3 (1.95%) Postgraduate
9 1 (0.65%) AWS Certification
Quality Assurance & Compliance
1 23 (14.94%) California Consumer Privacy Act
1 23 (14.94%) GDPR
2 17 (11.04%) Data Quality
3 1 (0.65%) SLA
System Software
1 31 (20.13%) Docker
2 2 (1.30%) Firmware
Systems Management
1 24 (15.58%) Kubernetes
2 11 (7.14%) Kubeflow
3 3 (1.95%) Argo
4 2 (1.30%) Terraform
5 1 (0.65%) Ansible
Vendors
1 43 (27.92%) Databricks
2 27 (17.53%) Dell
3 26 (16.88%) OpenAI
4 23 (14.94%) Cloudera
5 10 (6.49%) Microsoft
6 9 (5.84%) Automation Anywhere
6 9 (5.84%) UiPath
7 5 (3.25%) Foundry
7 5 (3.25%) Google
8 4 (2.60%) CrowdStrike
8 4 (2.60%) Fortinet
8 4 (2.60%) NVIDIA
8 4 (2.60%) Palo Alto
9 1 (0.65%) Cognizant
9 1 (0.65%) Dataiku
9 1 (0.65%) DataRobot
9 1 (0.65%) IBM