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

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 579 527 610
Rank change year-on-year -52 +83 +13
Permanent jobs citing TensorFlow 181 118 143
As % of all permanent jobs in England 0.19% 0.27% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.69% 1.48% 0.96%
Number of salaries quoted 55 52 61
10th Percentile £45,000 £46,250 £47,500
25th Percentile £46,250 £52,500 £58,750
Median annual salary (50th Percentile) £75,000 £76,250 £77,500
Median % change year-on-year -1.64% -1.61% +3.33%
75th Percentile £100,000 £97,500 £103,750
90th Percentile £108,000 £122,250 £125,250
UK median annual salary £72,500 £76,250 £75,000
% change year-on-year -4.92% +1.67% -

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 10,724 7,997 14,854
As % of all permanent jobs advertised in England 11.04% 18.27% 20.82%
Number of salaries quoted 7,963 5,346 10,433
10th Percentile £42,500 £39,500 £39,500
25th Percentile £51,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £69,442 £65,000
Median % change year-on-year -2.80% +6.83% -7.14%
75th Percentile £87,500 £88,438 £85,000
90th Percentile £100,000 £115,000 £112,500
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% -3.70%

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 September 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 September 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 -4 99 £85,000 -9.33% 258
Midlands -19 33 £45,500 -32.59% 23
East Midlands +2 27 £38,000 -47.59% 8
East of England -8 23 £100,000 +79.37% 22
South East -50 11 £62,500 -37.50% 22
South West -75 7 £60,000 +20.00% 26
West Midlands -21 6 £97,500 +61.16% 15
North of England -56 4 £42,000 -23.64% 33
North East -59 2 £42,000 - 3
North West -26 1 £50,000 -9.09% 28
Yorkshire -41 1 - - 2
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 (16.57%) Apache Airflow
2 24 (13.26%) Apache Spark
Applications
1 6 (3.31%) Chatbot
2 1 (0.55%) Trello
Business Applications
1 1 (0.55%) NetSuite
Cloud Services
1 96 (53.04%) AWS
2 90 (49.72%) Azure
3 73 (40.33%) GCP
4 34 (18.78%) Power Platform
5 27 (14.92%) Snowflake
6 24 (13.26%) dbt
7 23 (12.71%) Azure Synapse Analytics
8 13 (7.18%) Serverless
9 11 (6.08%) Amazon S3
9 11 (6.08%) AWS Lambda
9 11 (6.08%) Azure Machine Learning
10 8 (4.42%) Amazon Bedrock
11 6 (3.31%) Slack
12 5 (2.76%) Anthropic Claude
12 5 (2.76%) Prefect
12 5 (2.76%) SaaS
13 4 (2.21%) Azure AI
13 4 (2.21%) Cloud Computing
13 4 (2.21%) PaaS
13 4 (2.21%) Vertex AI
Communications & Networking
1 14 (7.73%) Broadband
Database & Business Intelligence
1 32 (17.68%) Power BI
2 31 (17.13%) Tableau
3 27 (14.92%) Data Lake
4 25 (13.81%) Data Warehouse
5 24 (13.26%) Amazon Redshift
5 24 (13.26%) BigQuery
6 23 (12.71%) Elasticsearch
6 23 (12.71%) Looker
6 23 (12.71%) Milvus
6 23 (12.71%) Snowflake Schema
7 10 (5.52%) Big Data
8 9 (4.97%) Pinecone
9 8 (4.42%) Metadata
10 7 (3.87%) NoSQL
11 5 (2.76%) MongoDB
12 4 (2.21%) Data Mining
12 4 (2.21%) Oracle BI EE
12 4 (2.21%) QlikView
12 4 (2.21%) Weaviate
13 3 (1.66%) PostgreSQL
Development Applications
1 32 (17.68%) MLflow
2 13 (7.18%) Git
3 5 (2.76%) Jenkins
4 4 (2.21%) GitLab
5 3 (1.66%) Atlassian Bamboo
5 3 (1.66%) Bitbucket
5 3 (1.66%) Mercurial
5 3 (1.66%) SonarQube
5 3 (1.66%) TeamCity
6 2 (1.10%) Eclipse
6 2 (1.10%) Eclipse RCP
7 1 (0.55%) JIRA
7 1 (0.55%) Yeoman
General
1 62 (34.25%) Finance
2 56 (30.94%) Analytical Skills
3 36 (19.89%) Social Skills
4 25 (13.81%) Banking
5 23 (12.71%) Inclusion and Diversity
6 19 (10.50%) Law
7 18 (9.94%) Marketing
8 12 (6.63%) Public Sector
9 8 (4.42%) Legal
10 5 (2.76%) Electronics
11 4 (2.21%) Organisational Skills
12 3 (1.66%) Aerospace
12 3 (1.66%) Military
13 2 (1.10%) Manufacturing
13 2 (1.10%) Wearables
14 1 (0.55%) Advertising
14 1 (0.55%) Automotive
14 1 (0.55%) Financial Institution
14 1 (0.55%) Investment Banking
14 1 (0.55%) Publishing
Job Titles
1 56 (30.94%) Lead
2 33 (18.23%) Data Scientist
2 33 (18.23%) Senior
3 26 (14.36%) Software Engineer
3 26 (14.36%) Systems Engineer
4 25 (13.81%) Senior Data Scientist
5 23 (12.71%) Lead Data Scientist
5 23 (12.71%) Senior Systems Engineer
6 20 (11.05%) Artificial Intelligence Engineer
6 20 (11.05%) Developer
7 17 (9.39%) Machine Learning Engineer
8 16 (8.84%) Machine Learning Scientist
9 13 (7.18%) Lead Developer
10 10 (5.52%) Data Engineer
11 8 (4.42%) Architect
11 8 (4.42%) Research Scientist
12 7 (3.87%) Artificial Intelligence Architect
13 6 (3.31%) Java Engineer
14 5 (2.76%) Principal Engineer
14 5 (2.76%) Python Developer
Libraries, Frameworks & Software Standards
1 170 (93.92%) PyTorch
2 75 (41.44%) scikit-learn
3 58 (32.04%) LangChain
4 33 (18.23%) LlamaIndex
5 31 (17.13%) Hugging Face
6 29 (16.02%) Kafka
7 25 (13.81%) pgvector
8 24 (13.26%) LangGraph
9 18 (9.94%) Google JAX
9 18 (9.94%) JAX
10 14 (7.73%) NumPy
10 14 (7.73%) Pandas
11 6 (3.31%) Faiss
11 6 (3.31%) OpenCV
11 6 (3.31%) REST
11 6 (3.31%) Spring
11 6 (3.31%) Spring Boot
11 6 (3.31%) TFX
12 5 (2.76%) CrewAI
12 5 (2.76%) FastAPI
Miscellaneous
1 59 (32.60%) Cloud Native
2 27 (14.92%) Public Cloud
3 24 (13.26%) Algorithms
3 24 (13.26%) Clustering
4 21 (11.60%) AI Agents
5 14 (7.73%) Product Ownership
5 14 (7.73%) Video\Live Streaming
6 11 (6.08%) Mobile Banking
7 10 (5.52%) Distributed Systems
8 6 (3.31%) Embedded Systems
8 6 (3.31%) Over-the-Top Content
9 5 (2.76%) Blog
9 5 (2.76%) Self-Motivation
10 4 (2.21%) Analytical Mindset
10 4 (2.21%) Mobile App
10 4 (2.21%) Reference Data
11 3 (1.66%) Cyber Defence
11 3 (1.66%) Enterprise Software
11 3 (1.66%) Legacy Systems
11 3 (1.66%) Life Science
Operating Systems
1 5 (2.76%) Linux
2 2 (1.10%) Apple iOS
3 1 (0.55%) Android
Processes & Methodologies
1 175 (96.69%) Machine Learning
2 131 (72.38%) AI
3 113 (62.43%) Data Science
4 86 (47.51%) Software Engineering
5 84 (46.41%) Generative AI
6 71 (39.23%) Deep Learning
7 69 (38.12%) LLM
8 67 (37.02%) Mentoring
9 60 (33.15%) MLOps
10 59 (32.60%) Retrieval-Augmented Generation
11 58 (32.04%) Roadmaps
12 57 (31.49%) Data Pipeline
13 54 (29.83%) Statistics
14 52 (28.73%) Prompt Engineering
15 49 (27.07%) Use Case
16 48 (26.52%) Analytics
17 47 (25.97%) Actionable Insight
18 41 (22.65%) CI/CD
18 41 (22.65%) Problem-Solving
19 40 (22.10%) Data Engineering
Programming Languages
1 157 (86.74%) Python
2 68 (37.57%) SQL
3 22 (12.15%) Java
4 13 (7.18%) C++
5 6 (3.31%) R
6 4 (2.21%) C
6 4 (2.21%) JavaScript
7 1 (0.55%) Data Analysis Expressions
7 1 (0.55%) Scala
7 1 (0.55%) Swift
7 1 (0.55%) T-SQL
Qualifications
1 41 (22.65%) Degree
2 20 (11.05%) PhD
3 19 (10.50%) Security Cleared
4 8 (4.42%) Computer Science Degree
4 8 (4.42%) DV Cleared
5 6 (3.31%) BPSS Clearance
6 5 (2.76%) SC Cleared
7 4 (2.21%) Master's Degree
8 1 (0.55%) AWS Certification
8 1 (0.55%) AWS Certified Solutions Architect
8 1 (0.55%) Azure Certification
8 1 (0.55%) Microsoft Certification
8 1 (0.55%) Microsoft Certified Professional
8 1 (0.55%) Postgraduate
Quality Assurance & Compliance
1 23 (12.71%) California Consumer Privacy Act
1 23 (12.71%) GDPR
2 5 (2.76%) Accessibility
2 5 (2.76%) Data Quality
System Software
1 22 (12.15%) Docker
2 2 (1.10%) Firmware
Systems Management
1 18 (9.94%) Kubernetes
2 10 (5.52%) Kubeflow
3 3 (1.66%) Ansible
4 2 (1.10%) Argo
Vendors
1 38 (20.99%) Databricks
2 23 (12.71%) Cloudera
2 23 (12.71%) Dell
3 16 (8.84%) Google
3 16 (8.84%) OpenAI
4 9 (4.97%) Microsoft
5 5 (2.76%) Mistral
6 3 (1.66%) Foundry
6 3 (1.66%) Perforce
7 1 (0.55%) Cognizant
7 1 (0.55%) Dataiku
7 1 (0.55%) DataRobot