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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 589 530 602
Rank change year-on-year -59 +72 +18
Permanent jobs citing TensorFlow 176 112 139
As % of all permanent jobs in England 0.18% 0.26% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.63% 1.46% 0.96%
Number of salaries quoted 56 46 59
10th Percentile £45,000 £46,250 £47,000
25th Percentile £46,250 £51,938 £58,125
Median annual salary (50th Percentile) £72,500 £76,250 £75,000
Median % change year-on-year -4.92% +1.67% -
75th Percentile £100,000 £97,500 £104,375
90th Percentile £107,500 £121,250 £125,450
UK median annual salary £70,000 £76,250 £74,500
% change year-on-year -8.20% +2.35% -0.67%

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 10,783 7,693 14,522
As % of all permanent jobs advertised in England 10.86% 17.72% 21.07%
Number of salaries quoted 7,984 5,082 9,737
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 £70,000 £65,000
% change year-on-year -3.57% +7.69% -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 9 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 9 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 -18 94 £85,000 -9.33% 253
Midlands -23 34 £45,500 -24.79% 18
East Midlands -10 27 £38,000 - 8
East of England -24 21 £95,000 +100.00% 20
South East -38 12 £62,500 +19.05% 21
West Midlands -31 7 £97,500 +61.16% 10
South West -72 7 £60,000 +20.00% 24
North of England -70 4 £42,000 -23.64% 33
North East -63 2 £42,000 - 4
North West -22 1 £50,000 -9.09% 26
Yorkshire -49 1 - - 3
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 22 (12.50%) Apache Airflow
2 17 (9.66%) Apache Spark
Applications
1 6 (3.41%) Chatbot
2 1 (0.57%) Trello
Business Applications
1 1 (0.57%) NetSuite
Cloud Services
1 90 (51.14%) AWS
2 85 (48.30%) Azure
3 67 (38.07%) GCP
4 27 (15.34%) Power Platform
5 19 (10.80%) Snowflake
6 16 (9.09%) dbt
7 15 (8.52%) Azure Synapse Analytics
8 13 (7.39%) Serverless
9 11 (6.25%) Amazon S3
9 11 (6.25%) AWS Lambda
9 11 (6.25%) Azure Machine Learning
10 8 (4.55%) Amazon Bedrock
11 5 (2.84%) Anthropic Claude
11 5 (2.84%) PaaS
11 5 (2.84%) Prefect
11 5 (2.84%) SaaS
11 5 (2.84%) Slack
12 4 (2.27%) Azure AI
12 4 (2.27%) Cloud Computing
12 4 (2.27%) Vertex AI
Communications & Networking
1 13 (7.39%) Broadband
Database & Business Intelligence
1 25 (14.20%) Power BI
2 24 (13.64%) Tableau
3 20 (11.36%) Data Lake
4 17 (9.66%) Data Warehouse
5 16 (9.09%) Amazon Redshift
5 16 (9.09%) BigQuery
6 15 (8.52%) Elasticsearch
6 15 (8.52%) Looker
6 15 (8.52%) Milvus
6 15 (8.52%) Snowflake Schema
7 11 (6.25%) Big Data
8 9 (5.11%) Pinecone
9 8 (4.55%) Metadata
10 7 (3.98%) NoSQL
11 5 (2.84%) Data Mining
11 5 (2.84%) MongoDB
11 5 (2.84%) Oracle BI EE
11 5 (2.84%) QlikView
12 4 (2.27%) Weaviate
13 3 (1.70%) PostgreSQL
Development Applications
1 25 (14.20%) MLflow
2 13 (7.39%) Git
3 5 (2.84%) Jenkins
4 4 (2.27%) GitLab
5 3 (1.70%) Atlassian Bamboo
5 3 (1.70%) Bitbucket
5 3 (1.70%) Mercurial
5 3 (1.70%) SonarQube
5 3 (1.70%) TeamCity
6 2 (1.14%) Eclipse
6 2 (1.14%) Eclipse RCP
7 1 (0.57%) JIRA
7 1 (0.57%) Yeoman
General
1 64 (36.36%) Finance
2 47 (26.70%) Analytical Skills
3 38 (21.59%) Social Skills
4 27 (15.34%) Banking
5 23 (13.07%) Inclusion and Diversity
6 19 (10.80%) Law
7 18 (10.23%) Marketing
8 12 (6.82%) Public Sector
9 9 (5.11%) Legal
10 5 (2.84%) Electronics
10 5 (2.84%) Organisational Skills
11 4 (2.27%) Aerospace
12 3 (1.70%) Military
13 2 (1.14%) Manufacturing
13 2 (1.14%) Wearables
14 1 (0.57%) Advertising
14 1 (0.57%) Automotive
14 1 (0.57%) Aviation
14 1 (0.57%) Financial Institution
14 1 (0.57%) Publishing
Job Titles
1 56 (31.82%) Lead
2 33 (18.75%) Data Scientist
3 28 (15.91%) Software Engineer
4 25 (14.20%) Senior
4 25 (14.20%) Senior Data Scientist
5 23 (13.07%) Lead Data Scientist
6 21 (11.93%) Artificial Intelligence Engineer
7 20 (11.36%) Developer
8 19 (10.80%) Machine Learning Engineer
9 18 (10.23%) Systems Engineer
10 16 (9.09%) Machine Learning Scientist
11 15 (8.52%) Senior Systems Engineer
12 13 (7.39%) Lead Developer
13 10 (5.68%) Data Engineer
14 8 (4.55%) Architect
14 8 (4.55%) Research Scientist
15 7 (3.98%) Artificial Intelligence Architect
16 6 (3.41%) Java Engineer
17 5 (2.84%) Principal Engineer
17 5 (2.84%) Python Developer
Libraries, Frameworks & Software Standards
1 165 (93.75%) PyTorch
2 70 (39.77%) scikit-learn
3 52 (29.55%) LangChain
4 32 (18.18%) Hugging Face
5 26 (14.77%) LangGraph
6 25 (14.20%) LlamaIndex
7 21 (11.93%) Kafka
8 18 (10.23%) Google JAX
8 18 (10.23%) JAX
9 17 (9.66%) pgvector
10 15 (8.52%) NumPy
10 15 (8.52%) Pandas
11 7 (3.98%) OpenCV
12 6 (3.41%) Faiss
12 6 (3.41%) FastAPI
12 6 (3.41%) REST
12 6 (3.41%) Spring
12 6 (3.41%) Spring Boot
13 5 (2.84%) CrewAI
13 5 (2.84%) Keras
Miscellaneous
1 53 (30.11%) Cloud Native
2 25 (14.20%) Algorithms
3 21 (11.93%) AI Agents
4 20 (11.36%) Public Cloud
5 17 (9.66%) Product Ownership
6 16 (9.09%) Clustering
7 13 (7.39%) Video\Live Streaming
8 11 (6.25%) Mobile Banking
9 10 (5.68%) Distributed Systems
10 6 (3.41%) Embedded Systems
11 5 (2.84%) Blog
11 5 (2.84%) Over-the-Top Content
11 5 (2.84%) Reference Data
11 5 (2.84%) Self-Motivation
12 4 (2.27%) Analytical Mindset
12 4 (2.27%) Mobile App
13 3 (1.70%) Cyber Defence
13 3 (1.70%) Enterprise Software
13 3 (1.70%) Legacy Systems
13 3 (1.70%) Life Science
Operating Systems
1 5 (2.84%) Linux
2 2 (1.14%) Apple iOS
3 1 (0.57%) Android
Processes & Methodologies
1 170 (96.59%) Machine Learning
2 126 (71.59%) AI
3 108 (61.36%) Data Science
4 90 (51.14%) Software Engineering
5 78 (44.32%) Generative AI
6 73 (41.48%) Deep Learning
7 70 (39.77%) LLM
8 67 (38.07%) Mentoring
9 63 (35.80%) MLOps
10 61 (34.66%) Roadmaps
11 54 (30.68%) Statistics
12 53 (30.11%) Retrieval-Augmented Generation
13 50 (28.41%) Data Pipeline
14 47 (26.70%) Actionable Insight
15 44 (25.00%) Prompt Engineering
16 43 (24.43%) CI/CD
16 43 (24.43%) Use Case
17 42 (23.86%) Analytics
18 41 (23.30%) Problem-Solving
19 37 (21.02%) Decision-Making
Programming Languages
1 152 (86.36%) Python
2 61 (34.66%) SQL
3 23 (13.07%) Java
4 13 (7.39%) C++
5 7 (3.98%) R
6 4 (2.27%) C
6 4 (2.27%) JavaScript
7 1 (0.57%) Data Analysis Expressions
7 1 (0.57%) Scala
7 1 (0.57%) Swift
7 1 (0.57%) T-SQL
Qualifications
1 43 (24.43%) Degree
2 22 (12.50%) PhD
3 20 (11.36%) Security Cleared
4 8 (4.55%) Computer Science Degree
4 8 (4.55%) DV Cleared
5 6 (3.41%) BPSS Clearance
5 6 (3.41%) SC Cleared
6 5 (2.84%) Master's Degree
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 15 (8.52%) California Consumer Privacy Act
1 15 (8.52%) GDPR
2 7 (3.98%) Data Quality
3 5 (2.84%) Accessibility
System Software
1 22 (12.50%) Docker
2 2 (1.14%) Firmware
Systems Management
1 18 (10.23%) Kubernetes
2 9 (5.11%) Kubeflow
3 3 (1.70%) Ansible
4 2 (1.14%) Argo
Vendors
1 31 (17.61%) Databricks
2 16 (9.09%) Google
2 16 (9.09%) OpenAI
3 15 (8.52%) Cloudera
3 15 (8.52%) Dell
4 9 (5.11%) Microsoft
5 5 (2.84%) Mistral
6 3 (1.70%) Foundry
6 3 (1.70%) Perforce
7 1 (0.57%) Cognizant
7 1 (0.57%) Dataiku
7 1 (0.57%) DataRobot
7 1 (0.57%) Thales