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

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 547 519 618
Rank change year-on-year -28 +99 +18
Permanent jobs citing TensorFlow 177 136 151
As % of all permanent jobs in England 0.19% 0.31% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.83% 1.80% 1.12%
Number of salaries quoted 52 56 63
10th Percentile £45,000 £46,250 £51,000
25th Percentile £47,188 £52,500 £60,375
Median annual salary (50th Percentile) £75,000 £78,750 £75,000
Median % change year-on-year -4.76% +5.00% -
75th Percentile £100,000 £97,500 £103,125
90th Percentile £119,500 £123,750 £124,700
UK median annual salary £75,000 £78,750 £75,000
% change year-on-year -4.76% +5.00% -

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 9,646 7,565 13,523
As % of all permanent jobs advertised in England 10.17% 17.20% 18.74%
Number of salaries quoted 7,206 5,034 10,107
10th Percentile £41,250 £38,750 £37,500
25th Percentile £50,000 £50,000 £46,713
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 £87,500 £83,750
90th Percentile £100,000 £115,000 £111,250
UK median annual salary £65,000 £67,500 £62,500
% change year-on-year -3.70% +8.00% -7.41%

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 17 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 17 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 -16 95 £87,500 -6.67% 30
Midlands -4 31 £45,500 -32.59% 4
East Midlands +2 27 £38,000 -47.59%
East of England -14 24 £100,000 +79.37% 8
South East -51 11 £62,500 -37.50% 8
South West -76 7 £60,000 +20.00% 8
North of England -63 5 £46,000 -16.36% 4
West Midlands -17 4 £97,500 +61.16% 4
North West -24 2 £87,500 +59.09% 4
North East -61 2 £42,000 -
Yorkshire -33 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 (16.95%) Apache Airflow
2 24 (13.56%) Apache Spark
Applications
1 6 (3.39%) Chatbot
2 1 (0.56%) Trello
Business Applications
1 1 (0.56%) NetSuite
Cloud Services
1 94 (53.11%) AWS
2 86 (48.59%) Azure
3 69 (38.98%) GCP
4 32 (18.08%) Power Platform
5 29 (16.38%) Snowflake
6 24 (13.56%) dbt
7 23 (12.99%) Azure Synapse Analytics
8 13 (7.34%) Serverless
9 11 (6.21%) Amazon S3
9 11 (6.21%) AWS Lambda
9 11 (6.21%) Azure Machine Learning
10 8 (4.52%) Amazon Bedrock
11 6 (3.39%) SaaS
11 6 (3.39%) Slack
12 5 (2.82%) Anthropic Claude
12 5 (2.82%) Prefect
13 4 (2.26%) Azure AI
13 4 (2.26%) Cloud Computing
13 4 (2.26%) Vertex AI
14 3 (1.69%) Amazon SageMaker
Communications & Networking
1 14 (7.91%) Broadband
Database & Business Intelligence
1 30 (16.95%) Power BI
2 29 (16.38%) Tableau
3 25 (14.12%) Data Lake
3 25 (14.12%) Data Warehouse
4 24 (13.56%) Amazon Redshift
4 24 (13.56%) BigQuery
5 23 (12.99%) Elasticsearch
5 23 (12.99%) Looker
5 23 (12.99%) Snowflake Schema
6 9 (5.08%) Pinecone
7 8 (4.52%) Big Data
7 8 (4.52%) Metadata
8 7 (3.95%) NoSQL
9 5 (2.82%) MongoDB
10 4 (2.26%) Weaviate
11 3 (1.69%) PostgreSQL
12 2 (1.13%) Neo4j
12 2 (1.13%) Oracle BI EE
12 2 (1.13%) QlikView
12 2 (1.13%) Redis
Development Applications
1 34 (19.21%) MLflow
2 13 (7.34%) Git
3 5 (2.82%) Jenkins
4 4 (2.26%) GitLab
5 3 (1.69%) Atlassian Bamboo
5 3 (1.69%) Bitbucket
5 3 (1.69%) Mercurial
5 3 (1.69%) SonarQube
5 3 (1.69%) TeamCity
6 2 (1.13%) Eclipse
6 2 (1.13%) Eclipse RCP
7 1 (0.56%) JIRA
7 1 (0.56%) Yeoman
General
1 61 (34.46%) Finance
2 57 (32.20%) Analytical Skills
3 34 (19.21%) Social Skills
4 24 (13.56%) Inclusion and Diversity
5 23 (12.99%) Banking
6 19 (10.73%) Law
7 18 (10.17%) Marketing
8 12 (6.78%) Public Sector
9 6 (3.39%) Legal
10 5 (2.82%) Electronics
11 3 (1.69%) Aerospace
11 3 (1.69%) Military
12 2 (1.13%) Manufacturing
12 2 (1.13%) Organisational Skills
12 2 (1.13%) Wearables
13 1 (0.56%) Advertising
13 1 (0.56%) Automotive
13 1 (0.56%) Financial Institution
13 1 (0.56%) Investment Banking
13 1 (0.56%) Publishing
Job Titles
1 55 (31.07%) Lead
2 35 (19.77%) Data Scientist
3 34 (19.21%) Senior
4 27 (15.25%) Senior Data Scientist
5 26 (14.69%) Systems Engineer
6 24 (13.56%) Lead Data Scientist
6 24 (13.56%) Software Engineer
7 23 (12.99%) Senior Systems Engineer
8 20 (11.30%) Developer
9 16 (9.04%) Artificial Intelligence Engineer
9 16 (9.04%) Machine Learning Engineer
9 16 (9.04%) Machine Learning Scientist
10 13 (7.34%) Lead Developer
11 8 (4.52%) Architect
11 8 (4.52%) Data Engineer
12 7 (3.95%) Artificial Intelligence Architect
12 7 (3.95%) Research Scientist
13 6 (3.39%) Consultant
13 6 (3.39%) Java Engineer
14 5 (2.82%) Principal Engineer
Libraries, Frameworks & Software Standards
1 166 (93.79%) PyTorch
2 75 (42.37%) scikit-learn
3 54 (30.51%) LangChain
4 32 (18.08%) LlamaIndex
5 31 (17.51%) Hugging Face
6 29 (16.38%) Kafka
7 25 (14.12%) pgvector
8 21 (11.86%) LangGraph
9 18 (10.17%) Google JAX
9 18 (10.17%) JAX
10 15 (8.47%) NumPy
10 15 (8.47%) Pandas
11 7 (3.95%) OpenCV
12 6 (3.39%) Faiss
12 6 (3.39%) REST
12 6 (3.39%) SciPy
12 6 (3.39%) Spring
12 6 (3.39%) Spring Boot
12 6 (3.39%) TFX
13 5 (2.82%) FastAPI
Miscellaneous
1 57 (32.20%) Cloud Native
2 25 (14.12%) Public Cloud
3 24 (13.56%) Algorithms
3 24 (13.56%) Clustering
4 19 (10.73%) AI Agents
5 14 (7.91%) Video\Live Streaming
6 12 (6.78%) Product Ownership
7 11 (6.21%) Mobile Banking
8 10 (5.65%) Distributed Systems
9 6 (3.39%) Embedded Systems
9 6 (3.39%) Over-the-Top Content
10 5 (2.82%) Blog
10 5 (2.82%) Self-Motivation
11 4 (2.26%) Analytical Mindset
11 4 (2.26%) Mobile App
12 3 (1.69%) CUDA
12 3 (1.69%) Cyber Defence
12 3 (1.69%) Enterprise Software
12 3 (1.69%) Legacy Systems
12 3 (1.69%) Life Science
Operating Systems
1 5 (2.82%) Linux
2 2 (1.13%) Apple iOS
3 1 (0.56%) Android
Processes & Methodologies
1 171 (96.61%) Machine Learning
2 128 (72.32%) AI
3 110 (62.15%) Data Science
4 82 (46.33%) Software Engineering
5 81 (45.76%) Generative AI
6 69 (38.98%) Deep Learning
6 69 (38.98%) LLM
7 66 (37.29%) Mentoring
8 58 (32.77%) MLOps
8 58 (32.77%) Retrieval-Augmented Generation
9 55 (31.07%) Roadmaps
10 54 (30.51%) Data Pipeline
10 54 (30.51%) Statistics
11 52 (29.38%) Prompt Engineering
12 49 (27.68%) Use Case
13 47 (26.55%) Actionable Insight
13 47 (26.55%) Analytics
14 40 (22.60%) CI/CD
14 40 (22.60%) Data Engineering
15 39 (22.03%) Problem-Solving
Programming Languages
1 155 (87.57%) Python
2 68 (38.42%) SQL
3 20 (11.30%) Java
4 13 (7.34%) C++
5 4 (2.26%) C
5 4 (2.26%) JavaScript
5 4 (2.26%) R
6 1 (0.56%) Data Analysis Expressions
6 1 (0.56%) Scala
6 1 (0.56%) Swift
6 1 (0.56%) T-SQL
Qualifications
1 40 (22.60%) Degree
2 20 (11.30%) Security Cleared
3 19 (10.73%) PhD
4 8 (4.52%) Computer Science Degree
4 8 (4.52%) DV Cleared
5 6 (3.39%) BPSS Clearance
6 5 (2.82%) Master's Degree
6 5 (2.82%) SC Cleared
7 3 (1.69%) Postgraduate
8 1 (0.56%) AWS Certification
8 1 (0.56%) AWS Certified Solutions Architect
8 1 (0.56%) Azure Certification
8 1 (0.56%) Microsoft Certification
8 1 (0.56%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (12.99%) California Consumer Privacy Act
1 23 (12.99%) GDPR
2 5 (2.82%) Accessibility
3 3 (1.69%) Data Quality
System Software
1 22 (12.43%) Docker
2 2 (1.13%) Firmware
Systems Management
1 18 (10.17%) Kubernetes
2 10 (5.65%) Kubeflow
3 3 (1.69%) Ansible
4 2 (1.13%) Argo
5 1 (0.56%) Terraform
Vendors
1 36 (20.34%) Databricks
2 23 (12.99%) Cloudera
2 23 (12.99%) Dell
3 16 (9.04%) Google
3 16 (9.04%) OpenAI
4 9 (5.08%) Microsoft
5 3 (1.69%) Foundry
5 3 (1.69%) Perforce
6 1 (0.56%) Cognizant
6 1 (0.56%) Dataiku
6 1 (0.56%) DataRobot