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

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 585 527 616
Rank change year-on-year -58 +89 +2
Permanent jobs citing TensorFlow 167 112 134
As % of all permanent jobs in England 0.16% 0.26% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.55% 1.48% 0.91%
Number of salaries quoted 52 46 57
10th Percentile £46,250 £48,750 £46,500
25th Percentile £49,375 £55,313 £58,750
Median annual salary (50th Percentile) £75,000 £73,750 £80,000
Median % change year-on-year +1.69% -7.81% +6.67%
75th Percentile £100,000 £97,500 £105,000
90th Percentile £109,000 £121,250 £126,750
UK median annual salary £75,000 £73,750 £77,500
% change year-on-year +1.69% -4.84% +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 10,768 7,575 14,667
As % of all permanent jobs advertised in England 10.52% 17.64% 21.34%
Number of salaries quoted 7,864 5,007 9,562
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 £114,689
UK median annual salary £67,500 £69,442 £65,000
% change year-on-year -2.80% +6.83% -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 21 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 21 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 -34 88 £77,500 -16.22% 337
Midlands -28 33 £41,000 -32.23% 25
East Midlands -9 27 £38,000 - 8
East of England -27 20 £95,000 +61.70% 38
South East -63 13 £62,500 +19.05% 31
West Midlands -46 6 £145,000 +139.67% 17
South West -70 5 £60,000 -18.64% 32
North of England -79 4 £46,000 -16.36% 33
North West -39 2 £70,000 +27.27% 30
North East -58 2 £42,000 - 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 11 (6.59%) Apache Airflow
1 11 (6.59%) Apache Spark
Applications
1 5 (2.99%) Chatbot
2 1 (0.60%) Trello
Business Applications
1 1 (0.60%) NetSuite
Cloud Services
1 83 (49.70%) AWS
2 78 (46.71%) Azure
3 61 (36.53%) GCP
4 19 (11.38%) Power Platform
5 12 (7.19%) Serverless
6 11 (6.59%) Amazon S3
6 11 (6.59%) AWS Lambda
6 11 (6.59%) Snowflake
7 9 (5.39%) Azure Machine Learning
7 9 (5.39%) dbt
8 8 (4.79%) Azure Synapse Analytics
9 7 (4.19%) Amazon Bedrock
10 5 (2.99%) Cloud Computing
10 5 (2.99%) PaaS
10 5 (2.99%) SaaS
10 5 (2.99%) Slack
11 4 (2.40%) Anthropic Claude
11 4 (2.40%) Azure AI
12 3 (1.80%) Vertex AI
13 2 (1.20%) Google Gemini
Communications & Networking
1 13 (7.78%) Broadband
2 1 (0.60%) DHCP
2 1 (0.60%) DNS
2 1 (0.60%) Kerberos
2 1 (0.60%) Remote Desktop
Database & Business Intelligence
1 18 (10.78%) Power BI
2 17 (10.18%) Tableau
3 13 (7.78%) Data Lake
4 11 (6.59%) Big Data
5 10 (5.99%) Data Warehouse
6 9 (5.39%) Amazon Redshift
6 9 (5.39%) BigQuery
7 8 (4.79%) Elasticsearch
7 8 (4.79%) Looker
7 8 (4.79%) Metadata
7 8 (4.79%) Milvus
7 8 (4.79%) Pinecone
7 8 (4.79%) Snowflake Schema
8 7 (4.19%) NoSQL
9 5 (2.99%) Data Mining
9 5 (2.99%) MongoDB
9 5 (2.99%) Oracle BI EE
9 5 (2.99%) QlikView
10 4 (2.40%) PostgreSQL
11 3 (1.80%) Neo4j
Development Applications
1 18 (10.78%) MLflow
2 9 (5.39%) Git
3 5 (2.99%) Jenkins
4 4 (2.40%) GitLab
5 3 (1.80%) Atlassian Bamboo
5 3 (1.80%) Bitbucket
5 3 (1.80%) Mercurial
5 3 (1.80%) SonarQube
5 3 (1.80%) TeamCity
6 2 (1.20%) Eclipse
6 2 (1.20%) Eclipse RCP
7 1 (0.60%) JIRA
7 1 (0.60%) Yeoman
General
1 64 (38.32%) Finance
2 39 (23.35%) Analytical Skills
2 39 (23.35%) Social Skills
3 27 (16.17%) Banking
4 23 (13.77%) Inclusion and Diversity
5 19 (11.38%) Law
6 18 (10.78%) Marketing
7 11 (6.59%) Public Sector
8 9 (5.39%) Legal
9 6 (3.59%) Organisational Skills
10 5 (2.99%) Aerospace
10 5 (2.99%) Electronics
11 3 (1.80%) Military
12 2 (1.20%) Aviation
12 2 (1.20%) Manufacturing
12 2 (1.20%) Wearables
13 1 (0.60%) Advertising
13 1 (0.60%) Automotive
13 1 (0.60%) Financial Institution
13 1 (0.60%) Publishing
Job Titles
1 56 (33.53%) Lead
2 33 (19.76%) Data Scientist
3 28 (16.77%) Software Engineer
4 25 (14.97%) Senior Data Scientist
5 23 (13.77%) Lead Data Scientist
6 21 (12.57%) Artificial Intelligence Engineer
7 19 (11.38%) Machine Learning Engineer
8 18 (10.78%) Senior
9 16 (9.58%) Developer
9 16 (9.58%) Machine Learning Scientist
10 13 (7.78%) Lead Developer
11 11 (6.59%) Systems Engineer
12 10 (5.99%) Data Engineer
13 8 (4.79%) Research Scientist
13 8 (4.79%) Senior Systems Engineer
14 6 (3.59%) Architect
14 6 (3.59%) Java Engineer
15 5 (2.99%) Artificial Intelligence Architect
15 5 (2.99%) Principal Engineer
16 3 (1.80%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 157 (94.01%) PyTorch
2 64 (38.32%) scikit-learn
3 45 (26.95%) LangChain
4 33 (19.76%) Hugging Face
5 26 (15.57%) LangGraph
6 18 (10.78%) LlamaIndex
7 15 (8.98%) Google JAX
7 15 (8.98%) JAX
8 14 (8.38%) Kafka
9 12 (7.19%) NumPy
9 12 (7.19%) Pandas
10 10 (5.99%) pgvector
11 7 (4.19%) FastAPI
12 6 (3.59%) REST
12 6 (3.59%) Spring
12 6 (3.59%) Spring Boot
13 5 (2.99%) Faiss
13 5 (2.99%) Keras
13 5 (2.99%) OpenCV
13 5 (2.99%) RESTful
Miscellaneous
1 46 (27.54%) Cloud Native
2 23 (13.77%) Algorithms
3 20 (11.98%) AI Agents
4 18 (10.78%) Product Ownership
5 13 (7.78%) Public Cloud
5 13 (7.78%) Video\Live Streaming
6 11 (6.59%) Mobile Banking
7 10 (5.99%) Distributed Systems
8 9 (5.39%) Clustering
9 6 (3.59%) Embedded Systems
10 5 (2.99%) Blog
10 5 (2.99%) Over-the-Top Content
10 5 (2.99%) Reference Data
10 5 (2.99%) Self-Motivation
11 4 (2.40%) Analytical Mindset
11 4 (2.40%) Mobile App
12 3 (1.80%) Cyber Defence
12 3 (1.80%) Enterprise Software
12 3 (1.80%) Legacy Systems
12 3 (1.80%) Life Science
Operating Systems
1 2 (1.20%) Apple iOS
1 2 (1.20%) Linux
2 1 (0.60%) Android
2 1 (0.60%) CentOS
2 1 (0.60%) Debian
2 1 (0.60%) Mac OS X
2 1 (0.60%) Unix
2 1 (0.60%) Windows
2 1 (0.60%) Windows 10
Processes & Methodologies
1 166 (99.40%) Machine Learning
2 121 (72.46%) AI
3 102 (61.08%) Data Science
4 86 (51.50%) Software Engineering
5 72 (43.11%) Generative AI
5 72 (43.11%) LLM
6 70 (41.92%) Deep Learning
7 66 (39.52%) Mentoring
8 63 (37.72%) MLOps
9 60 (35.93%) Roadmaps
10 54 (32.34%) Statistics
11 47 (28.14%) Actionable Insight
12 46 (27.54%) Retrieval-Augmented Generation
13 43 (25.75%) CI/CD
14 41 (24.55%) Problem-Solving
15 39 (23.35%) Data Pipeline
16 38 (22.75%) Natural Language Processing
17 37 (22.16%) Decision-Making
17 37 (22.16%) Prompt Engineering
18 36 (21.56%) Analytics
Programming Languages
1 144 (86.23%) Python
2 57 (34.13%) SQL
3 24 (14.37%) Java
4 13 (7.78%) C++
5 8 (4.79%) R
6 5 (2.99%) C
7 4 (2.40%) JavaScript
8 2 (1.20%) Scala
9 1 (0.60%) Data Analysis Expressions
9 1 (0.60%) Fortran
9 1 (0.60%) Gremlin
9 1 (0.60%) Shell Script
9 1 (0.60%) Swift
9 1 (0.60%) T-SQL
Qualifications
1 44 (26.35%) Degree
2 25 (14.97%) PhD
3 22 (13.17%) Security Cleared
4 10 (5.99%) Computer Science Degree
5 9 (5.39%) Master's Degree
5 9 (5.39%) SC Cleared
6 7 (4.19%) DV Cleared
7 6 (3.59%) BPSS Clearance
8 1 (0.60%) AWS Certification
8 1 (0.60%) AWS Certified Solutions Architect
8 1 (0.60%) Azure Certification
8 1 (0.60%) CISSP
8 1 (0.60%) Microsoft Certification
8 1 (0.60%) Microsoft Certified Professional
Quality Assurance & Compliance
1 8 (4.79%) California Consumer Privacy Act
1 8 (4.79%) Data Quality
1 8 (4.79%) GDPR
2 5 (2.99%) Accessibility
System Software
1 18 (10.78%) Docker
2 2 (1.20%) Firmware
3 1 (0.60%) Active Directory
3 1 (0.60%) Ceph
3 1 (0.60%) Lustre
3 1 (0.60%) NFS
3 1 (0.60%) Samba
3 1 (0.60%) Slurm Workload Manager
Systems Management
1 17 (10.18%) Kubernetes
2 8 (4.79%) Kubeflow
3 3 (1.80%) Ansible
4 2 (1.20%) Argo
5 1 (0.60%) Oracle ZFS
Vendors
1 19 (11.38%) Databricks
2 15 (8.98%) Google
3 14 (8.38%) OpenAI
4 9 (5.39%) Microsoft
5 8 (4.79%) Cloudera
5 8 (4.79%) Dell
6 4 (2.40%) Mistral
7 3 (1.80%) Foundry
7 3 (1.80%) Perforce
8 2 (1.20%) Thales
9 1 (0.60%) Apple
9 1 (0.60%) Cognizant
9 1 (0.60%) Red Hat