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

6 months to
15 Sep 2026
Same period 2025 Same period 2024
Rank 577 514 616
Rank change year-on-year -63 +102 +5
Permanent jobs citing TensorFlow 171 115 137
As % of all permanent jobs in England 0.17% 0.27% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.61% 1.52% 0.95%
Number of salaries quoted 51 48 58
10th Percentile £46,250 £47,125 £46,750
25th Percentile £48,750 £54,375 £58,750
Median annual salary (50th Percentile) £75,000 £77,500 £80,000
Median % change year-on-year -3.23% -3.13% +6.67%
75th Percentile £100,000 £97,500 £105,000
90th Percentile £110,000 £123,250 £126,625
UK median annual salary £75,000 £77,500 £75,000
% change year-on-year -3.23% +3.33% -

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 10,607 7,568 14,497
As % of all permanent jobs advertised in England 10.56% 17.61% 21.21%
Number of salaries quoted 7,809 4,981 9,643
10th Percentile £42,500 £40,000 £40,000
25th Percentile £51,250 £52,500 £48,750
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £87,500 £90,000 £86,250
90th Percentile £100,000 £115,000 £115,000
UK median annual salary £67,500 £69,750 £65,000
% change year-on-year -3.23% +7.31% -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 15 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 15 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 -9 93 £81,250 -14.47% 351
Midlands -24 33 £41,000 -32.23% 24
East Midlands -5 27 £38,000 - 8
East of England -17 21 £95,000 +100.00% 32
South East -49 12 £62,500 +19.05% 37
West Midlands -37 6 £145,000 +139.67% 16
South West -81 5 £60,000 -4.00% 30
North of England -68 3 £42,000 -23.64% 42
North East -60 2 £42,000 - 3
North West -28 1 £50,000 -9.09% 36
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 17 (9.94%) Apache Airflow
1 17 (9.94%) Apache Spark
Applications
1 5 (2.92%) Chatbot
2 1 (0.58%) Trello
Business Applications
1 1 (0.58%) NetSuite
Cloud Services
1 88 (51.46%) AWS
2 83 (48.54%) Azure
3 65 (38.01%) GCP
4 26 (15.20%) Power Platform
5 18 (10.53%) Snowflake
6 15 (8.77%) dbt
7 14 (8.19%) Azure Synapse Analytics
8 13 (7.60%) Serverless
9 11 (6.43%) Amazon S3
9 11 (6.43%) AWS Lambda
10 10 (5.85%) Azure Machine Learning
11 8 (4.68%) Amazon Bedrock
12 5 (2.92%) PaaS
12 5 (2.92%) SaaS
12 5 (2.92%) Slack
13 4 (2.34%) Anthropic Claude
13 4 (2.34%) Azure AI
13 4 (2.34%) Cloud Computing
13 4 (2.34%) Vertex AI
14 3 (1.75%) Amazon SageMaker
Communications & Networking
1 13 (7.60%) Broadband
Database & Business Intelligence
1 24 (14.04%) Power BI
2 23 (13.45%) Tableau
3 19 (11.11%) Data Lake
4 16 (9.36%) Data Warehouse
5 15 (8.77%) Amazon Redshift
5 15 (8.77%) BigQuery
6 14 (8.19%) Elasticsearch
6 14 (8.19%) Looker
6 14 (8.19%) Milvus
6 14 (8.19%) Snowflake Schema
7 11 (6.43%) Big Data
8 8 (4.68%) Metadata
8 8 (4.68%) Pinecone
9 7 (4.09%) NoSQL
10 5 (2.92%) Data Mining
10 5 (2.92%) MongoDB
10 5 (2.92%) Oracle BI EE
10 5 (2.92%) QlikView
11 3 (1.75%) Neo4j
11 3 (1.75%) PostgreSQL
Development Applications
1 24 (14.04%) MLflow
2 9 (5.26%) Git
3 5 (2.92%) Jenkins
4 4 (2.34%) GitLab
5 3 (1.75%) Atlassian Bamboo
5 3 (1.75%) Bitbucket
5 3 (1.75%) Mercurial
5 3 (1.75%) SonarQube
5 3 (1.75%) TeamCity
6 2 (1.17%) Eclipse
6 2 (1.17%) Eclipse RCP
7 1 (0.58%) JIRA
7 1 (0.58%) Yeoman
General
1 64 (37.43%) Finance
2 45 (26.32%) Analytical Skills
3 38 (22.22%) Social Skills
4 27 (15.79%) Banking
5 23 (13.45%) Inclusion and Diversity
6 19 (11.11%) Law
7 18 (10.53%) Marketing
8 11 (6.43%) Public Sector
9 9 (5.26%) Legal
10 5 (2.92%) Aerospace
10 5 (2.92%) Electronics
10 5 (2.92%) Organisational Skills
11 3 (1.75%) Military
12 2 (1.17%) Aviation
12 2 (1.17%) Manufacturing
12 2 (1.17%) Wearables
13 1 (0.58%) Advertising
13 1 (0.58%) Automotive
13 1 (0.58%) Financial Institution
13 1 (0.58%) Publishing
Job Titles
1 56 (32.75%) Lead
2 33 (19.30%) Data Scientist
3 28 (16.37%) Software Engineer
4 25 (14.62%) Senior Data Scientist
5 24 (14.04%) Senior
6 23 (13.45%) Lead Data Scientist
7 21 (12.28%) Artificial Intelligence Engineer
8 19 (11.11%) Machine Learning Engineer
9 17 (9.94%) Systems Engineer
10 16 (9.36%) Developer
10 16 (9.36%) Machine Learning Scientist
11 14 (8.19%) Senior Systems Engineer
12 13 (7.60%) Lead Developer
13 10 (5.85%) Data Engineer
14 8 (4.68%) Research Scientist
15 7 (4.09%) Architect
16 6 (3.51%) Artificial Intelligence Architect
16 6 (3.51%) Java Engineer
17 5 (2.92%) Principal Engineer
18 3 (1.75%) Consultant
Libraries, Frameworks & Software Standards
1 160 (93.57%) PyTorch
2 70 (40.94%) scikit-learn
3 50 (29.24%) LangChain
4 33 (19.30%) Hugging Face
5 25 (14.62%) LangGraph
6 23 (13.45%) LlamaIndex
7 20 (11.70%) Kafka
8 16 (9.36%) pgvector
9 14 (8.19%) Google JAX
9 14 (8.19%) JAX
10 12 (7.02%) NumPy
10 12 (7.02%) Pandas
11 7 (4.09%) FastAPI
12 6 (3.51%) REST
12 6 (3.51%) Spring
12 6 (3.51%) Spring Boot
13 5 (2.92%) Faiss
13 5 (2.92%) Keras
13 5 (2.92%) RESTful
13 5 (2.92%) TFX
Miscellaneous
1 52 (30.41%) Cloud Native
2 22 (12.87%) Algorithms
3 20 (11.70%) AI Agents
4 19 (11.11%) Public Cloud
5 18 (10.53%) Product Ownership
6 15 (8.77%) Clustering
7 13 (7.60%) Video\Live Streaming
8 11 (6.43%) Mobile Banking
9 10 (5.85%) Distributed Systems
10 6 (3.51%) Embedded Systems
11 5 (2.92%) Blog
11 5 (2.92%) Over-the-Top Content
11 5 (2.92%) Reference Data
11 5 (2.92%) Self-Motivation
12 4 (2.34%) Analytical Mindset
12 4 (2.34%) Mobile App
13 3 (1.75%) Cyber Defence
13 3 (1.75%) Enterprise Software
13 3 (1.75%) Legacy Systems
13 3 (1.75%) Life Science
Operating Systems
1 2 (1.17%) Apple iOS
2 1 (0.58%) Android
2 1 (0.58%) Linux
Processes & Methodologies
1 169 (98.83%) Machine Learning
2 125 (73.10%) AI
3 108 (63.16%) Data Science
4 86 (50.29%) Software Engineering
5 77 (45.03%) Generative AI
6 71 (41.52%) Deep Learning
7 70 (40.94%) LLM
8 67 (39.18%) Mentoring
9 63 (36.84%) MLOps
10 60 (35.09%) Roadmaps
11 54 (31.58%) Statistics
12 51 (29.82%) Retrieval-Augmented Generation
13 47 (27.49%) Actionable Insight
14 45 (26.32%) Data Pipeline
15 43 (25.15%) CI/CD
16 42 (24.56%) Analytics
16 42 (24.56%) Prompt Engineering
16 42 (24.56%) Use Case
17 41 (23.98%) Problem-Solving
18 37 (21.64%) Decision-Making
Programming Languages
1 147 (85.96%) Python
2 62 (36.26%) SQL
3 23 (13.45%) Java
4 13 (7.60%) C++
5 8 (4.68%) R
6 4 (2.34%) C
6 4 (2.34%) JavaScript
7 2 (1.17%) Scala
8 1 (0.58%) Data Analysis Expressions
8 1 (0.58%) Gremlin
8 1 (0.58%) Swift
8 1 (0.58%) T-SQL
Qualifications
1 41 (23.98%) Degree
2 24 (14.04%) PhD
3 20 (11.70%) Security Cleared
4 8 (4.68%) Computer Science Degree
5 7 (4.09%) DV Cleared
5 7 (4.09%) Master's Degree
5 7 (4.09%) SC Cleared
6 6 (3.51%) BPSS Clearance
7 1 (0.58%) AWS Certification
7 1 (0.58%) AWS Certified Solutions Architect
7 1 (0.58%) Azure Certification
7 1 (0.58%) Microsoft Certification
7 1 (0.58%) Microsoft Certified Professional
Quality Assurance & Compliance
1 14 (8.19%) California Consumer Privacy Act
1 14 (8.19%) GDPR
2 8 (4.68%) Data Quality
3 5 (2.92%) Accessibility
System Software
1 18 (10.53%) Docker
2 2 (1.17%) Firmware
Systems Management
1 18 (10.53%) Kubernetes
2 8 (4.68%) Kubeflow
3 3 (1.75%) Ansible
4 2 (1.17%) Argo
Vendors
1 26 (15.20%) Databricks
2 16 (9.36%) Google
3 15 (8.77%) OpenAI
4 14 (8.19%) Cloudera
4 14 (8.19%) Dell
5 9 (5.26%) Microsoft
6 4 (2.34%) Mistral
7 3 (1.75%) Foundry
7 3 (1.75%) Perforce
8 2 (1.17%) Thales
9 1 (0.58%) Cognizant
9 1 (0.58%) Dataiku
9 1 (0.58%) DataRobot