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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 577 521 650
Rank change year-on-year -56 +129 +51
Permanent jobs citing TensorFlow 154 131 180
As % of all permanent jobs in England 0.18% 0.30% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.68% 1.64% 1.09%
Number of salaries quoted 44 59 91
10th Percentile £45,000 £46,000 £52,500
25th Percentile £51,875 £57,500 £55,000
Median annual salary (50th Percentile) £67,500 £80,000 £70,000
Median % change year-on-year -15.63% +14.29% -6.67%
75th Percentile £97,188 £97,500 £92,500
90th Percentile £128,750 £120,000 £122,500
UK median annual salary £67,500 £78,750 £70,000
% change year-on-year -14.29% +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 9,183 7,964 16,530
As % of all permanent jobs advertised in England 10.47% 18.39% 19.27%
Number of salaries quoted 7,032 5,393 13,105
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,750
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 £104,500
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 17 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 17 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 79 £92,500 - 49
Midlands -8 31 £55,000 -18.52% 1
East Midlands +9 27 £41,000 -43.45%
East of England -7 21 £90,000 +40.63% 9
South East -35 9 £62,500 -37.50% 9
South West -54 7 £60,000 +20.00% 3
North of England -43 6 £50,000 -21.88% 2
West Midlands -19 4 £55,000 -9.09% 1
North West -15 3 £60,000 -12.73% 2
North East -56 2 £42,000 -
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 30 (19.48%) Apache Airflow
2 25 (16.23%) Apache Spark
3 2 (1.30%) Appian
Applications
1 6 (3.90%) Chatbot
2 1 (0.65%) Trello
Business Applications
1 1 (0.65%) NetSuite
Cloud Services
1 75 (48.70%) Azure
2 71 (46.10%) AWS
3 61 (39.61%) GCP
4 29 (18.83%) Power Platform
5 27 (17.53%) Snowflake
6 24 (15.58%) dbt
7 23 (14.94%) Azure Synapse Analytics
8 8 (5.19%) Slack
9 7 (4.55%) Amazon Bedrock
9 7 (4.55%) Anthropic Claude
9 7 (4.55%) Azure Machine Learning
10 6 (3.90%) OpenShift
10 6 (3.90%) SaaS
11 5 (3.25%) Prefect
12 4 (2.60%) Azure AI
12 4 (2.60%) H2O.ai
12 4 (2.60%) Vertex AI
13 3 (1.95%) Amazon SageMaker
13 3 (1.95%) Azure Data Factory
13 3 (1.95%) Serverless
Communications & Networking
1 24 (15.58%) Broadband
Database & Business Intelligence
1 27 (17.53%) Data Lake
2 26 (16.88%) Power BI
3 25 (16.23%) Amazon Redshift
3 25 (16.23%) Data Warehouse
3 25 (16.23%) Tableau
4 24 (15.58%) BigQuery
5 23 (14.94%) Elasticsearch
5 23 (14.94%) Looker
5 23 (14.94%) Snowflake Schema
6 20 (12.99%) Metadata
7 11 (7.14%) Pinecone
8 5 (3.25%) MongoDB
9 4 (2.60%) Weaviate
10 3 (1.95%) NoSQL
10 3 (1.95%) PostgreSQL
10 3 (1.95%) SQL Server
11 2 (1.30%) Big Data
11 2 (1.30%) MySQL
11 2 (1.30%) Neo4j
11 2 (1.30%) Redis
Development Applications
1 38 (24.68%) MLflow
2 10 (6.49%) Git
3 4 (2.60%) GitLab
4 2 (1.30%) Jenkins
5 1 (0.65%) Eclipse
5 1 (0.65%) Eclipse RCP
5 1 (0.65%) JIRA
5 1 (0.65%) Yeoman
General
1 58 (37.66%) Analytical Skills
2 45 (29.22%) Finance
3 31 (20.13%) Social Skills
4 11 (7.14%) Banking
5 7 (4.55%) Manufacturing
6 4 (2.60%) Public Sector
7 3 (1.95%) Advertising
7 3 (1.95%) Inclusion and Diversity
8 2 (1.30%) Electronics
8 2 (1.30%) Wearables
9 1 (0.65%) Automotive
9 1 (0.65%) Law
9 1 (0.65%) Legal
9 1 (0.65%) Marketing
9 1 (0.65%) Publishing
Job Titles
1 47 (30.52%) Lead
2 36 (23.38%) Data Scientist
3 34 (22.08%) Senior
4 28 (18.18%) Senior Data Scientist
5 26 (16.88%) Systems Engineer
6 25 (16.23%) Lead Data Scientist
7 23 (14.94%) Senior Systems Engineer
8 20 (12.99%) Developer
9 17 (11.04%) Machine Learning Engineer
10 16 (10.39%) Software Engineer
11 13 (8.44%) Lead Developer
12 11 (7.14%) Artificial Intelligence Engineer
13 9 (5.84%) Architect
14 8 (5.19%) Artificial Intelligence Architect
15 5 (3.25%) Python Developer
16 4 (2.60%) Engineering Manager
16 4 (2.60%) Head of Engineering
17 3 (1.95%) Audio DSP Engineer
17 3 (1.95%) Data Engineer
17 3 (1.95%) Embedded Engineer
Libraries, Frameworks & Software Standards
1 148 (96.10%) PyTorch
2 54 (35.06%) scikit-learn
3 51 (33.12%) LangChain
4 34 (22.08%) Hugging Face
5 29 (18.83%) LlamaIndex
6 26 (16.88%) Kafka
7 25 (16.23%) pgvector
8 21 (13.64%) LangGraph
9 12 (7.79%) Google JAX
9 12 (7.79%) JAX
9 12 (7.79%) NumPy
9 12 (7.79%) Pandas
10 9 (5.84%) OpenCV
11 8 (5.19%) Faiss
11 8 (5.19%) TFX
12 7 (4.55%) FastAPI
13 6 (3.90%) Keras
13 6 (3.90%) SciPy
14 5 (3.25%) Flask
14 5 (3.25%) REST
Miscellaneous
1 38 (24.68%) Cloud Native
2 26 (16.88%) Algorithms
3 24 (15.58%) Clustering
3 24 (15.58%) Video\Live Streaming
4 23 (14.94%) Public Cloud
5 14 (9.09%) AI Agents
6 11 (7.14%) Product Ownership
7 8 (5.19%) Distributed Systems
7 8 (5.19%) Embedded Systems
7 8 (5.19%) Over-the-Top Content
8 5 (3.25%) CUDA
8 5 (3.25%) Legacy Systems
9 4 (2.60%) Data Centre
9 4 (2.60%) Management Information System
10 3 (1.95%) Enterprise Software
10 3 (1.95%) Low-Code
10 3 (1.95%) Mobile App
10 3 (1.95%) Robotics
11 2 (1.30%) Lidar
11 2 (1.30%) Self-Driving Car
Operating Systems
1 5 (3.25%) Linux
2 2 (1.30%) Robot Operating System
3 1 (0.65%) Android
3 1 (0.65%) Apple iOS
Processes & Methodologies
1 148 (96.10%) Machine Learning
2 121 (78.57%) AI
3 105 (68.18%) Data Science
4 85 (55.19%) Generative AI
5 60 (38.96%) Mentoring
5 60 (38.96%) Roadmaps
5 60 (38.96%) Software Engineering
6 59 (38.31%) Retrieval-Augmented Generation
7 57 (37.01%) MLOps
8 56 (36.36%) Data Pipeline
9 55 (35.71%) Use Case
10 54 (35.06%) Deep Learning
11 47 (30.52%) Statistics
12 44 (28.57%) CI/CD
13 43 (27.92%) LLM
14 42 (27.27%) Data Engineering
15 41 (26.62%) Actionable Insight
16 40 (25.97%) Analytics
17 37 (24.03%) Feature Engineering
17 37 (24.03%) Prompt Engineering
Programming Languages
1 143 (92.86%) Python
2 53 (34.42%) SQL
3 14 (9.09%) C++
4 10 (6.49%) Java
5 4 (2.60%) C
6 3 (1.95%) R
7 1 (0.65%) Data Analysis Expressions
7 1 (0.65%) JavaScript
7 1 (0.65%) T-SQL
Qualifications
1 25 (16.23%) Degree
2 9 (5.84%) Master's Degree
3 8 (5.19%) PhD
3 8 (5.19%) Security Cleared
4 6 (3.90%) Computer Science Degree
5 3 (1.95%) DV Cleared
5 3 (1.95%) Postgraduate
6 2 (1.30%) AWS Certification
6 2 (1.30%) Azure Certification
7 1 (0.65%) AWS Certified Solutions Architect
7 1 (0.65%) Microsoft Certification
7 1 (0.65%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (14.94%) California Consumer Privacy Act
1 23 (14.94%) GDPR
2 8 (5.19%) Data Quality
System Software
1 19 (12.34%) Docker
2 2 (1.30%) Firmware
Systems Management
1 14 (9.09%) Kubernetes
2 12 (7.79%) Kubeflow
3 3 (1.95%) Argo
4 2 (1.30%) Terraform
Vendors
1 37 (24.03%) Databricks
2 27 (17.53%) Dell
3 23 (14.94%) Cloudera
4 14 (9.09%) OpenAI
5 10 (6.49%) Google
6 5 (3.25%) Microsoft
7 4 (2.60%) NVIDIA
8 2 (1.30%) Automation Anywhere
8 2 (1.30%) UiPath
9 1 (0.65%) Cognizant
9 1 (0.65%) Dataiku
9 1 (0.65%) DataRobot
9 1 (0.65%) Foundry
9 1 (0.65%) IBM