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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 566 515 620
Rank change year-on-year -51 +105 +15
Permanent jobs citing TensorFlow 178 132 148
As % of all permanent jobs in England 0.19% 0.30% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.65% 1.63% 1.00%
Number of salaries quoted 53 54 60
10th Percentile £45,000 £46,250 £49,768
25th Percentile £46,250 £53,125 £61,188
Median annual salary (50th Percentile) £75,000 £78,750 £77,500
Median % change year-on-year -4.76% +1.61% +3.33%
75th Percentile £100,000 £97,500 £104,063
90th Percentile £109,000 £121,750 £125,350
UK median annual salary £72,500 £78,750 £77,500
% change year-on-year -7.94% +1.61% +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 10,793 8,114 14,848
As % of all permanent jobs advertised in England 11.34% 18.55% 20.49%
Number of salaries quoted 8,026 5,447 10,939
10th Percentile £42,500 £39,000 £38,750
25th Percentile £51,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -7.14%
75th Percentile £87,000 £87,500 £85,000
90th Percentile £100,000 £115,000 £111,500
UK median annual salary £67,500 £67,500 £62,783
% change year-on-year - +7.51% -6.99%

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 20 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 20 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 -14 96 £86,250 -6.76% 59
Midlands -4 31 £45,500 -32.59% 10
East Midlands -4 27 £38,000 -47.59%
East of England -12 25 £100,000 +79.37% 9
South East -42 11 £62,500 -40.48% 11
South West -72 7 £60,000 +20.00% 7
West Midlands -28 4 £97,500 +61.16% 10
North of England -45 4 £42,000 -23.64% 5
North East -58 2 £42,000 -
North West -23 1 £50,000 -9.09% 4
Yorkshire -35 1 - - 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 (16.85%) Apache Airflow
2 24 (13.48%) Apache Spark
Applications
1 6 (3.37%) Chatbot
2 1 (0.56%) Trello
Business Applications
1 1 (0.56%) NetSuite
Cloud Services
1 94 (52.81%) AWS
2 86 (48.31%) Azure
3 71 (39.89%) GCP
4 32 (17.98%) Power Platform
5 27 (15.17%) Snowflake
6 24 (13.48%) dbt
7 23 (12.92%) Azure Synapse Analytics
8 13 (7.30%) Serverless
9 11 (6.18%) Amazon S3
9 11 (6.18%) AWS Lambda
9 11 (6.18%) Azure Machine Learning
10 8 (4.49%) Amazon Bedrock
11 6 (3.37%) SaaS
11 6 (3.37%) Slack
12 5 (2.81%) Anthropic Claude
12 5 (2.81%) Prefect
13 4 (2.25%) Azure AI
13 4 (2.25%) Cloud Computing
13 4 (2.25%) Vertex AI
14 3 (1.69%) Amazon SageMaker
Communications & Networking
1 14 (7.87%) Broadband
Database & Business Intelligence
1 30 (16.85%) Power BI
2 29 (16.29%) Tableau
3 25 (14.04%) Data Lake
3 25 (14.04%) Data Warehouse
4 24 (13.48%) Amazon Redshift
4 24 (13.48%) BigQuery
5 23 (12.92%) Elasticsearch
5 23 (12.92%) Looker
5 23 (12.92%) Snowflake Schema
6 9 (5.06%) Pinecone
7 8 (4.49%) Big Data
7 8 (4.49%) Metadata
8 7 (3.93%) NoSQL
9 5 (2.81%) MongoDB
10 4 (2.25%) Weaviate
11 3 (1.69%) PostgreSQL
12 2 (1.12%) Data Mining
12 2 (1.12%) MySQL
12 2 (1.12%) Oracle BI EE
12 2 (1.12%) QlikView
Development Applications
1 32 (17.98%) MLflow
2 13 (7.30%) Git
3 5 (2.81%) Jenkins
4 4 (2.25%) 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 (1.12%) Eclipse
6 2 (1.12%) Eclipse RCP
7 1 (0.56%) JIRA
7 1 (0.56%) Yeoman
General
1 60 (33.71%) Finance
2 56 (31.46%) Analytical Skills
3 35 (19.66%) Social Skills
4 24 (13.48%) Inclusion and Diversity
5 23 (12.92%) Banking
6 19 (10.67%) Law
7 18 (10.11%) Marketing
8 12 (6.74%) Public Sector
9 6 (3.37%) Legal
10 5 (2.81%) Electronics
11 3 (1.69%) Aerospace
11 3 (1.69%) Military
12 2 (1.12%) Manufacturing
12 2 (1.12%) Organisational Skills
12 2 (1.12%) 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 54 (30.34%) Lead
2 33 (18.54%) Data Scientist
2 33 (18.54%) Senior
3 26 (14.61%) Systems Engineer
4 25 (14.04%) Senior Data Scientist
5 24 (13.48%) Software Engineer
6 23 (12.92%) Lead Data Scientist
6 23 (12.92%) Senior Systems Engineer
7 20 (11.24%) Developer
8 18 (10.11%) Artificial Intelligence Engineer
9 16 (8.99%) Machine Learning Engineer
9 16 (8.99%) Machine Learning Scientist
10 13 (7.30%) Lead Developer
11 10 (5.62%) Data Engineer
12 8 (4.49%) Architect
12 8 (4.49%) Research Scientist
13 7 (3.93%) Artificial Intelligence Architect
14 6 (3.37%) Consultant
14 6 (3.37%) Java Engineer
15 5 (2.81%) Principal Engineer
Libraries, Frameworks & Software Standards
1 167 (93.82%) PyTorch
2 74 (41.57%) scikit-learn
3 55 (30.90%) LangChain
4 33 (18.54%) LlamaIndex
5 31 (17.42%) Hugging Face
6 29 (16.29%) Kafka
7 25 (14.04%) pgvector
8 21 (11.80%) LangGraph
9 19 (10.67%) Google JAX
9 19 (10.67%) JAX
10 15 (8.43%) NumPy
10 15 (8.43%) Pandas
11 7 (3.93%) OpenCV
12 6 (3.37%) Faiss
12 6 (3.37%) REST
12 6 (3.37%) SciPy
12 6 (3.37%) Spring
12 6 (3.37%) Spring Boot
12 6 (3.37%) TFX
13 5 (2.81%) CrewAI
Miscellaneous
1 57 (32.02%) Cloud Native
2 25 (14.04%) Public Cloud
3 24 (13.48%) Algorithms
3 24 (13.48%) Clustering
4 20 (11.24%) AI Agents
5 14 (7.87%) Video\Live Streaming
6 12 (6.74%) Product Ownership
7 11 (6.18%) Mobile Banking
8 10 (5.62%) Distributed Systems
9 6 (3.37%) Embedded Systems
9 6 (3.37%) Over-the-Top Content
10 5 (2.81%) Blog
10 5 (2.81%) Self-Motivation
11 4 (2.25%) Analytical Mindset
11 4 (2.25%) 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 (2.81%) Linux
2 2 (1.12%) Apple iOS
3 1 (0.56%) Android
Processes & Methodologies
1 172 (96.63%) Machine Learning
2 128 (71.91%) AI
3 109 (61.24%) Data Science
4 82 (46.07%) Software Engineering
5 81 (45.51%) Generative AI
6 69 (38.76%) Deep Learning
6 69 (38.76%) LLM
7 65 (36.52%) Mentoring
8 58 (32.58%) MLOps
9 57 (32.02%) Retrieval-Augmented Generation
10 55 (30.90%) Data Pipeline
10 55 (30.90%) Roadmaps
11 54 (30.34%) Statistics
12 52 (29.21%) Prompt Engineering
13 47 (26.40%) Actionable Insight
13 47 (26.40%) Use Case
14 46 (25.84%) Analytics
15 40 (22.47%) Problem-Solving
16 39 (21.91%) CI/CD
16 39 (21.91%) Data Engineering
Programming Languages
1 155 (87.08%) Python
2 68 (38.20%) SQL
3 20 (11.24%) Java
4 13 (7.30%) C++
5 4 (2.25%) C
5 4 (2.25%) JavaScript
5 4 (2.25%) 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 41 (23.03%) Degree
2 20 (11.24%) PhD
2 20 (11.24%) Security Cleared
3 8 (4.49%) Computer Science Degree
3 8 (4.49%) DV Cleared
4 6 (3.37%) BPSS Clearance
5 5 (2.81%) Master's Degree
5 5 (2.81%) SC Cleared
6 3 (1.69%) Postgraduate
7 1 (0.56%) AWS Certification
7 1 (0.56%) AWS Certified Solutions Architect
7 1 (0.56%) Azure Certification
7 1 (0.56%) Microsoft Certification
7 1 (0.56%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (12.92%) California Consumer Privacy Act
1 23 (12.92%) GDPR
2 5 (2.81%) Accessibility
3 3 (1.69%) Data Quality
System Software
1 22 (12.36%) Docker
2 2 (1.12%) Firmware
Systems Management
1 18 (10.11%) Kubernetes
2 10 (5.62%) Kubeflow
3 3 (1.69%) Ansible
4 2 (1.12%) Argo
Vendors
1 36 (20.22%) Databricks
2 23 (12.92%) Cloudera
2 23 (12.92%) Dell
3 16 (8.99%) Google
3 16 (8.99%) OpenAI
4 9 (5.06%) 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