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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 566 519 619
Rank change year-on-year -47 +100 +30
Permanent jobs citing TensorFlow 175 140 147
As % of all permanent jobs in England 0.19% 0.32% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.82% 1.84% 1.08%
Number of salaries quoted 50 59 59
10th Percentile £45,000 £46,250 £54,000
25th Percentile £48,125 £53,750 £62,875
Median annual salary (50th Percentile) £75,000 £80,000 £75,000
Median % change year-on-year -6.25% +6.67% -
75th Percentile £100,000 £97,500 £101,000
90th Percentile £120,000 £123,000 £123,050
UK median annual salary £75,000 £80,000 £75,000
% change year-on-year -6.25% +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 9,628 7,612 13,640
As % of all permanent jobs advertised in England 10.25% 17.43% 18.75%
Number of salaries quoted 7,214 5,078 10,213
10th Percentile £41,250 £38,213 £37,500
25th Percentile £50,000 £50,000 £46,750
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -7.41%
75th Percentile £85,000 £87,500 £83,750
90th Percentile £100,000 £115,000 £112,250
UK median annual salary £65,000 £67,500 £62,000
% change year-on-year -3.70% +8.87% -8.15%

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 August 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 August 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 -16 95 £87,500 -6.67% 239
Midlands +2 31 £45,500 -32.59% 17
East Midlands +3 28 £38,000 -47.59% 1
East of England -26 23 £100,000 +79.37% 23
South East -42 11 £62,500 -30.56% 27
South West -63 7 £60,000 +20.00% 20
North of England -62 5 £46,000 -22.69% 33
West Midlands -22 3 £97,500 +61.16% 16
North West -28 2 £87,500 +45.83% 29
North East -54 2 £42,000 - 3
Yorkshire -31 1 - - 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 (17.14%) Apache Airflow
2 24 (13.71%) Apache Spark
Applications
1 6 (3.43%) Chatbot
2 1 (0.57%) Trello
Business Applications
1 1 (0.57%) NetSuite
Cloud Services
1 92 (52.57%) AWS
2 84 (48.00%) Azure
3 69 (39.43%) GCP
4 31 (17.71%) Power Platform
5 29 (16.57%) Snowflake
6 24 (13.71%) dbt
7 23 (13.14%) Azure Synapse Analytics
8 12 (6.86%) Serverless
9 10 (5.71%) Amazon S3
9 10 (5.71%) AWS Lambda
9 10 (5.71%) Azure Machine Learning
10 8 (4.57%) Amazon Bedrock
11 6 (3.43%) SaaS
11 6 (3.43%) Slack
12 5 (2.86%) Anthropic Claude
12 5 (2.86%) Prefect
13 4 (2.29%) Azure AI
13 4 (2.29%) Vertex AI
14 3 (1.71%) Amazon SageMaker
14 3 (1.71%) Cloud Computing
Communications & Networking
1 18 (10.29%) Broadband
Database & Business Intelligence
1 29 (16.57%) Power BI
2 28 (16.00%) Tableau
3 25 (14.29%) Data Warehouse
4 24 (13.71%) Amazon Redshift
4 24 (13.71%) BigQuery
4 24 (13.71%) Data Lake
5 23 (13.14%) Elasticsearch
5 23 (13.14%) Looker
5 23 (13.14%) Snowflake Schema
6 12 (6.86%) Metadata
7 9 (5.14%) Pinecone
8 6 (3.43%) Big Data
8 6 (3.43%) NoSQL
9 5 (2.86%) MongoDB
10 4 (2.29%) Weaviate
11 3 (1.71%) PostgreSQL
12 2 (1.14%) Geospatial Data
12 2 (1.14%) MySQL
12 2 (1.14%) Neo4j
12 2 (1.14%) Redis
Development Applications
1 34 (19.43%) MLflow
2 12 (6.86%) Git
3 4 (2.29%) GitLab
3 4 (2.29%) Jenkins
4 2 (1.14%) Atlassian Bamboo
4 2 (1.14%) Bitbucket
4 2 (1.14%) Eclipse
4 2 (1.14%) Eclipse RCP
4 2 (1.14%) Mercurial
4 2 (1.14%) SonarQube
4 2 (1.14%) TeamCity
5 1 (0.57%) JIRA
5 1 (0.57%) Yeoman
General
1 60 (34.29%) Analytical Skills
2 59 (33.71%) Finance
3 37 (21.14%) Social Skills
4 22 (12.57%) Banking
4 22 (12.57%) Inclusion and Diversity
5 17 (9.71%) Law
6 16 (9.14%) Marketing
7 11 (6.29%) Public Sector
8 5 (2.86%) Electronics
9 4 (2.29%) Legal
10 3 (1.71%) Aerospace
10 3 (1.71%) Military
11 2 (1.14%) Manufacturing
11 2 (1.14%) Wearables
12 1 (0.57%) Advertising
12 1 (0.57%) Automotive
12 1 (0.57%) Financial Institution
12 1 (0.57%) Investment Banking
12 1 (0.57%) Organisational Skills
12 1 (0.57%) Publishing
Job Titles
1 54 (30.86%) Lead
2 35 (20.00%) Data Scientist
3 34 (19.43%) Senior
4 27 (15.43%) Senior Data Scientist
5 26 (14.86%) Systems Engineer
6 24 (13.71%) Lead Data Scientist
7 23 (13.14%) Senior Systems Engineer
7 23 (13.14%) Software Engineer
8 20 (11.43%) Developer
9 16 (9.14%) Machine Learning Engineer
10 15 (8.57%) Artificial Intelligence Engineer
11 14 (8.00%) Machine Learning Scientist
12 13 (7.43%) Lead Developer
13 8 (4.57%) Architect
13 8 (4.57%) Data Engineer
14 7 (4.00%) Artificial Intelligence Architect
14 7 (4.00%) Research Scientist
15 6 (3.43%) Consultant
15 6 (3.43%) Java Engineer
16 5 (2.86%) Principal Engineer
Libraries, Frameworks & Software Standards
1 166 (94.86%) PyTorch
2 73 (41.71%) scikit-learn
3 54 (30.86%) LangChain
4 32 (18.29%) LlamaIndex
5 31 (17.71%) Hugging Face
6 29 (16.57%) Kafka
7 25 (14.29%) pgvector
8 21 (12.00%) LangGraph
9 17 (9.71%) Google JAX
9 17 (9.71%) JAX
10 14 (8.00%) NumPy
10 14 (8.00%) Pandas
11 7 (4.00%) OpenCV
12 6 (3.43%) Faiss
12 6 (3.43%) REST
12 6 (3.43%) SciPy
12 6 (3.43%) Spring
12 6 (3.43%) Spring Boot
12 6 (3.43%) TFX
13 5 (2.86%) FastAPI
Miscellaneous
1 55 (31.43%) Cloud Native
2 24 (13.71%) Clustering
2 24 (13.71%) Public Cloud
3 23 (13.14%) Algorithms
4 19 (10.86%) AI Agents
5 18 (10.29%) Video\Live Streaming
6 12 (6.86%) Product Ownership
7 10 (5.71%) Distributed Systems
7 10 (5.71%) Mobile Banking
8 6 (3.43%) Embedded Systems
8 6 (3.43%) Over-the-Top Content
9 4 (2.29%) Analytical Mindset
9 4 (2.29%) Blog
9 4 (2.29%) Self-Motivation
10 3 (1.71%) CUDA
10 3 (1.71%) Enterprise Software
10 3 (1.71%) Legacy Systems
10 3 (1.71%) Life Science
10 3 (1.71%) Mobile App
11 2 (1.14%) Stable Diffusion
Operating Systems
1 5 (2.86%) Linux
2 1 (0.57%) Android
2 1 (0.57%) Apple iOS
Processes & Methodologies
1 169 (96.57%) Machine Learning
2 128 (73.14%) AI
3 112 (64.00%) Data Science
4 85 (48.57%) Generative AI
5 79 (45.14%) Software Engineering
6 68 (38.86%) Mentoring
7 67 (38.29%) LLM
8 65 (37.14%) Deep Learning
9 62 (35.43%) MLOps
10 58 (33.14%) Retrieval-Augmented Generation
10 58 (33.14%) Roadmaps
11 56 (32.00%) Statistics
12 54 (30.86%) Data Pipeline
13 53 (30.29%) Use Case
14 51 (29.14%) Prompt Engineering
15 50 (28.57%) Actionable Insight
16 44 (25.14%) Analytics
17 43 (24.57%) CI/CD
18 40 (22.86%) Data Engineering
19 37 (21.14%) Feature Engineering
Programming Languages
1 155 (88.57%) Python
2 66 (37.71%) SQL
3 18 (10.29%) Java
4 13 (7.43%) C++
5 4 (2.29%) C
6 3 (1.71%) JavaScript
6 3 (1.71%) R
7 1 (0.57%) Data Analysis Expressions
7 1 (0.57%) Scala
7 1 (0.57%) T-SQL
Qualifications
1 37 (21.14%) Degree
2 18 (10.29%) Security Cleared
3 17 (9.71%) PhD
4 8 (4.57%) Computer Science Degree
4 8 (4.57%) DV Cleared
5 5 (2.86%) BPSS Clearance
5 5 (2.86%) Master's Degree
5 5 (2.86%) SC Cleared
6 3 (1.71%) Postgraduate
7 1 (0.57%) AWS Certification
7 1 (0.57%) AWS Certified Solutions Architect
7 1 (0.57%) Azure Certification
7 1 (0.57%) Microsoft Certification
7 1 (0.57%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (13.14%) California Consumer Privacy Act
1 23 (13.14%) GDPR
2 5 (2.86%) Accessibility
3 2 (1.14%) Data Quality
System Software
1 21 (12.00%) Docker
2 2 (1.14%) Firmware
Systems Management
1 17 (9.71%) Kubernetes
2 10 (5.71%) Kubeflow
3 2 (1.14%) Ansible
3 2 (1.14%) Argo
4 1 (0.57%) Terraform
Vendors
1 35 (20.00%) Databricks
2 23 (13.14%) Cloudera
2 23 (13.14%) Dell
3 16 (9.14%) OpenAI
4 15 (8.57%) Google
5 9 (5.14%) Microsoft
6 3 (1.71%) Foundry
7 2 (1.14%) Perforce
8 1 (0.57%) Cognizant
8 1 (0.57%) Dataiku
8 1 (0.57%) DataRobot