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

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 580 527 629
Rank change year-on-year -53 +102 +49
Permanent jobs citing TensorFlow 158 137 147
As % of all permanent jobs in England 0.17% 0.31% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.66% 1.76% 1.06%
Number of salaries quoted 45 61 60
10th Percentile £45,000 £46,250 £52,250
25th Percentile £52,500 £55,000 £57,500
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 £99,625
90th Percentile £127,500 £120,000 £122,775
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 9,527 7,802 13,851
As % of all permanent jobs advertised in England 10.41% 17.92% 18.50%
Number of salaries quoted 7,219 5,251 10,684
10th Percentile £41,250 £38,750 £37,500
25th Percentile £50,000 £51,250 £46,500
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 £88,750 £83,750
90th Percentile £100,000 £115,000 £110,000
UK median annual salary £65,000 £67,500 £61,500
% change year-on-year -3.70% +9.76% -8.89%

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 1 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 1 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 -6 86 £92,500 -1.33% 125
Midlands -11 29 £50,000 -25.93% 5
East Midlands -6 27 £41,000 -43.45% 1
East of England -15 20 £100,000 +79.37% 18
South East -48 9 £62,500 -30.56% 19
South West -72 7 £60,000 +20.00% 13
North of England -53 6 £50,000 -22.48% 10
North West -11 3 £60,000 -7.69% 10
West Midlands -31 2 £97,500 +61.16% 4
North East -51 2 £42,000 -
Yorkshire -35 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 (18.99%) Apache Airflow
2 24 (15.19%) Apache Spark
Applications
1 6 (3.80%) Chatbot
2 1 (0.63%) Trello
Business Applications
1 1 (0.63%) NetSuite
Cloud Services
1 84 (53.16%) AWS
2 77 (48.73%) Azure
3 65 (41.14%) GCP
4 29 (18.35%) Power Platform
5 27 (17.09%) Snowflake
6 24 (15.19%) dbt
7 23 (14.56%) Azure Synapse Analytics
8 9 (5.70%) Serverless
9 8 (5.06%) Amazon Bedrock
10 7 (4.43%) Amazon S3
10 7 (4.43%) AWS Lambda
10 7 (4.43%) Azure Machine Learning
11 6 (3.80%) SaaS
11 6 (3.80%) Slack
12 5 (3.16%) Anthropic Claude
12 5 (3.16%) Prefect
13 4 (2.53%) Vertex AI
14 3 (1.90%) Amazon SageMaker
14 3 (1.90%) GitHub
15 2 (1.27%) OpenShift
Communications & Networking
1 18 (11.39%) Broadband
Database & Business Intelligence
1 26 (16.46%) Power BI
2 25 (15.82%) Data Warehouse
2 25 (15.82%) Tableau
3 24 (15.19%) Amazon Redshift
3 24 (15.19%) BigQuery
4 23 (14.56%) Data Lake
4 23 (14.56%) Elasticsearch
4 23 (14.56%) Looker
4 23 (14.56%) Snowflake Schema
5 12 (7.59%) Metadata
6 9 (5.70%) Pinecone
7 5 (3.16%) MongoDB
7 5 (3.16%) NoSQL
8 4 (2.53%) Weaviate
9 3 (1.90%) Big Data
9 3 (1.90%) PostgreSQL
10 2 (1.27%) MySQL
10 2 (1.27%) Neo4j
10 2 (1.27%) Redis
11 1 (0.63%) DynamoDB
Development Applications
1 35 (22.15%) MLflow
2 11 (6.96%) Git
3 5 (3.16%) GitLab
4 3 (1.90%) Jenkins
5 2 (1.27%) Eclipse
5 2 (1.27%) Eclipse RCP
6 1 (0.63%) Atlassian Bamboo
6 1 (0.63%) Bitbucket
6 1 (0.63%) JIRA
6 1 (0.63%) Mercurial
6 1 (0.63%) SonarQube
6 1 (0.63%) TeamCity
6 1 (0.63%) Yeoman
General
1 55 (34.81%) Analytical Skills
2 50 (31.65%) Finance
3 32 (20.25%) Social Skills
4 19 (12.03%) Banking
5 15 (9.49%) Inclusion and Diversity
6 12 (7.59%) Law
7 11 (6.96%) Marketing
8 7 (4.43%) Public Sector
9 3 (1.90%) Advertising
9 3 (1.90%) Electronics
10 2 (1.27%) Manufacturing
10 2 (1.27%) Wearables
11 1 (0.63%) Aerospace
11 1 (0.63%) Automotive
11 1 (0.63%) Financial Institution
11 1 (0.63%) Investment Banking
11 1 (0.63%) Legal
11 1 (0.63%) Military
11 1 (0.63%) Publishing
Job Titles
1 51 (32.28%) Lead
2 35 (22.15%) Data Scientist
3 32 (20.25%) Senior
4 28 (17.72%) Senior Data Scientist
5 26 (16.46%) Systems Engineer
6 25 (15.82%) Lead Data Scientist
7 23 (14.56%) Senior Systems Engineer
8 20 (12.66%) Developer
8 20 (12.66%) Software Engineer
9 16 (10.13%) Machine Learning Engineer
10 13 (8.23%) Lead Developer
11 11 (6.96%) Artificial Intelligence Engineer
12 9 (5.70%) Machine Learning Scientist
13 8 (5.06%) Architect
14 7 (4.43%) Artificial Intelligence Architect
15 5 (3.16%) Data Engineer
15 5 (3.16%) Java Engineer
15 5 (3.16%) Python Developer
15 5 (3.16%) Research Scientist
16 3 (1.90%) Principal Engineer
Libraries, Frameworks & Software Standards
1 150 (94.94%) PyTorch
2 64 (40.51%) scikit-learn
3 53 (33.54%) LangChain
4 31 (19.62%) Hugging Face
4 31 (19.62%) LlamaIndex
5 28 (17.72%) Kafka
6 25 (15.82%) pgvector
7 21 (13.29%) LangGraph
8 14 (8.86%) Google JAX
8 14 (8.86%) JAX
9 11 (6.96%) NumPy
9 11 (6.96%) Pandas
10 7 (4.43%) OpenCV
11 6 (3.80%) Faiss
11 6 (3.80%) SciPy
11 6 (3.80%) TFX
12 5 (3.16%) CrewAI
12 5 (3.16%) FastAPI
12 5 (3.16%) REST
12 5 (3.16%) Spring Boot
Miscellaneous
1 48 (30.38%) Cloud Native
2 24 (15.19%) Clustering
3 23 (14.56%) Public Cloud
4 22 (13.92%) Algorithms
5 18 (11.39%) Video\Live Streaming
6 16 (10.13%) AI Agents
7 12 (7.59%) Product Ownership
8 10 (6.33%) Distributed Systems
9 7 (4.43%) Mobile Banking
10 6 (3.80%) Embedded Systems
10 6 (3.80%) Over-the-Top Content
11 3 (1.90%) Analytical Mindset
11 3 (1.90%) CUDA
11 3 (1.90%) Enterprise Software
11 3 (1.90%) Legacy Systems
11 3 (1.90%) Life Science
11 3 (1.90%) Mobile App
11 3 (1.90%) Self-Motivation
12 2 (1.27%) Renewable Energy
12 2 (1.27%) Stable Diffusion
Operating Systems
1 5 (3.16%) Linux
2 1 (0.63%) Android
2 1 (0.63%) Apple iOS
Processes & Methodologies
1 152 (96.20%) Machine Learning
2 116 (73.42%) AI
3 104 (65.82%) Data Science
4 78 (49.37%) Generative AI
5 71 (44.94%) Software Engineering
6 61 (38.61%) Mentoring
7 58 (36.71%) Deep Learning
7 58 (36.71%) Roadmaps
8 57 (36.08%) MLOps
9 55 (34.81%) Retrieval-Augmented Generation
10 54 (34.18%) LLM
11 51 (32.28%) Statistics
11 51 (32.28%) Use Case
12 49 (31.01%) Data Pipeline
13 45 (28.48%) Actionable Insight
14 44 (27.85%) Prompt Engineering
15 41 (25.95%) CI/CD
16 38 (24.05%) Data Engineering
17 37 (23.42%) Analytics
18 35 (22.15%) Feature Engineering
Programming Languages
1 145 (91.77%) Python
2 60 (37.97%) SQL
3 14 (8.86%) Java
4 13 (8.23%) C++
5 4 (2.53%) C
6 2 (1.27%) JavaScript
6 2 (1.27%) R
7 1 (0.63%) Data Analysis Expressions
7 1 (0.63%) T-SQL
Qualifications
1 27 (17.09%) Degree
2 12 (7.59%) PhD
3 10 (6.33%) Security Cleared
4 6 (3.80%) Computer Science Degree
5 5 (3.16%) Master's Degree
6 4 (2.53%) DV Cleared
7 3 (1.90%) Postgraduate
8 2 (1.27%) BPSS Clearance
9 1 (0.63%) AWS Certification
9 1 (0.63%) AWS Certified Solutions Architect
9 1 (0.63%) Azure Certification
9 1 (0.63%) Microsoft Certification
9 1 (0.63%) Microsoft Certified Professional
9 1 (0.63%) SC Cleared
Quality Assurance & Compliance
1 23 (14.56%) California Consumer Privacy Act
1 23 (14.56%) GDPR
2 1 (0.63%) Accessibility
2 1 (0.63%) Data Quality
System Software
1 20 (12.66%) Docker
2 2 (1.27%) Firmware
Systems Management
1 16 (10.13%) Kubernetes
2 10 (6.33%) Kubeflow
3 3 (1.90%) Argo
4 2 (1.27%) Terraform
5 1 (0.63%) Ansible
Vendors
1 33 (20.89%) Databricks
2 23 (14.56%) Cloudera
2 23 (14.56%) Dell
3 14 (8.86%) OpenAI
4 12 (7.59%) Google
5 7 (4.43%) Microsoft
6 1 (0.63%) Cognizant
6 1 (0.63%) Dataiku
6 1 (0.63%) DataRobot
6 1 (0.63%) Foundry
6 1 (0.63%) Perforce