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 28 July 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Jul 2026
Same period 2025 Same period 2024
Rank 567 521 648
Rank change year-on-year -46 +127 +11
Permanent jobs citing TensorFlow 155 135 152
As % of all permanent jobs in England 0.17% 0.31% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.65% 1.72% 1.05%
Number of salaries quoted 43 61 65
10th Percentile £45,000 £46,250 £52,500
25th Percentile £51,250 £56,250 £57,500
Median annual salary (50th Percentile) £70,000 £80,000 £75,000
Median % change year-on-year -12.50% +6.67% -
75th Percentile £100,000 £97,500 £97,500
90th Percentile £130,000 £120,000 £122,500
UK median annual salary £70,000 £78,750 £74,500
% change year-on-year -11.11% +5.70% -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 9,396 7,829 14,455
As % of all permanent jobs advertised in England 10.42% 18.03% 18.79%
Number of salaries quoted 7,139 5,279 11,248
10th Percentile £41,250 £38,750 £37,500
25th Percentile £50,000 £51,250 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £60,500
Median % change year-on-year -3.70% +11.57% -10.37%
75th Percentile £85,000 £88,750 £82,500
90th Percentile £100,000 £115,000 £110,000
UK median annual salary £65,000 £67,500 £60,000
% change year-on-year -3.70% +12.50% -11.11%

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 28 July 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 28 July 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 83 £96,250 +2.67% 81
Midlands -14 30 £50,000 -25.93% 4
East Midlands 0 28 £41,000 -43.45% 1
East of England -13 19 £95,000 +70.40% 12
South East -24 9 £62,500 -30.56% 10
South West -60 7 £60,000 +20.00% 10
North of England -50 6 £50,000 -22.48% 10
North West -6 3 £60,000 -12.73% 10
West Midlands -17 2 £97,500 +61.16% 3
North East -45 2 £42,000 -
Yorkshire -44 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 (19.35%) Apache Airflow
2 24 (15.48%) Apache Spark
3 1 (0.65%) Appian
Applications
1 6 (3.87%) Chatbot
2 1 (0.65%) Trello
Business Applications
1 1 (0.65%) NetSuite
Cloud Services
1 78 (50.32%) AWS
2 75 (48.39%) Azure
3 62 (40.00%) GCP
4 29 (18.71%) Power Platform
5 27 (17.42%) Snowflake
6 24 (15.48%) dbt
7 23 (14.84%) Azure Synapse Analytics
8 8 (5.16%) Amazon Bedrock
9 7 (4.52%) Azure Machine Learning
9 7 (4.52%) Serverless
10 6 (3.87%) Anthropic Claude
10 6 (3.87%) SaaS
10 6 (3.87%) Slack
11 5 (3.23%) AWS Lambda
11 5 (3.23%) Prefect
12 4 (2.58%) Amazon S3
12 4 (2.58%) Amazon SageMaker
12 4 (2.58%) Vertex AI
13 3 (1.94%) Azure AI
13 3 (1.94%) GitHub
Communications & Networking
1 22 (14.19%) Broadband
Database & Business Intelligence
1 26 (16.77%) Power BI
2 25 (16.13%) Amazon Redshift
2 25 (16.13%) Data Warehouse
2 25 (16.13%) Tableau
3 24 (15.48%) BigQuery
4 23 (14.84%) Data Lake
4 23 (14.84%) Elasticsearch
4 23 (14.84%) Looker
4 23 (14.84%) Snowflake Schema
5 16 (10.32%) Metadata
6 10 (6.45%) Pinecone
7 5 (3.23%) MongoDB
8 4 (2.58%) NoSQL
8 4 (2.58%) Weaviate
9 3 (1.94%) Big Data
9 3 (1.94%) PostgreSQL
10 2 (1.29%) MySQL
10 2 (1.29%) Neo4j
10 2 (1.29%) Redis
10 2 (1.29%) SQL Server
Development Applications
1 36 (23.23%) MLflow
2 11 (7.10%) Git
3 4 (2.58%) GitLab
4 3 (1.94%) Jenkins
5 1 (0.65%) Atlassian Bamboo
5 1 (0.65%) Bitbucket
5 1 (0.65%) Eclipse
5 1 (0.65%) Eclipse RCP
5 1 (0.65%) JIRA
5 1 (0.65%) Mercurial
5 1 (0.65%) SonarQube
5 1 (0.65%) TeamCity
5 1 (0.65%) Yeoman
General
1 58 (37.42%) Analytical Skills
2 47 (30.32%) Finance
3 32 (20.65%) Social Skills
4 16 (10.32%) Banking
5 11 (7.10%) Inclusion and Diversity
6 8 (5.16%) Law
7 7 (4.52%) Marketing
8 6 (3.87%) Public Sector
9 3 (1.94%) Advertising
9 3 (1.94%) Electronics
10 2 (1.29%) Wearables
11 1 (0.65%) Aerospace
11 1 (0.65%) Automotive
11 1 (0.65%) Financial Institution
11 1 (0.65%) Investment Banking
11 1 (0.65%) Legal
11 1 (0.65%) Manufacturing
11 1 (0.65%) Military
11 1 (0.65%) Publishing
Job Titles
1 50 (32.26%) Lead
2 36 (23.23%) Data Scientist
3 32 (20.65%) Senior
4 28 (18.06%) Senior Data Scientist
5 26 (16.77%) Systems Engineer
6 25 (16.13%) Lead Data Scientist
7 23 (14.84%) Senior Systems Engineer
8 20 (12.90%) Developer
9 19 (12.26%) Software Engineer
10 16 (10.32%) Machine Learning Engineer
11 13 (8.39%) Lead Developer
12 10 (6.45%) Artificial Intelligence Engineer
13 8 (5.16%) Architect
14 7 (4.52%) Artificial Intelligence Architect
15 6 (3.87%) Machine Learning Scientist
16 5 (3.23%) Python Developer
17 4 (2.58%) Engineering Manager
17 4 (2.58%) Head of Engineering
17 4 (2.58%) Research Scientist
18 3 (1.94%) Audio DSP Engineer
Libraries, Frameworks & Software Standards
1 148 (95.48%) PyTorch
2 60 (38.71%) scikit-learn
3 51 (32.90%) LangChain
4 32 (20.65%) Hugging Face
5 29 (18.71%) LlamaIndex
6 27 (17.42%) Kafka
7 25 (16.13%) pgvector
8 21 (13.55%) LangGraph
9 13 (8.39%) Google JAX
9 13 (8.39%) JAX
10 12 (7.74%) NumPy
10 12 (7.74%) Pandas
11 7 (4.52%) Faiss
11 7 (4.52%) OpenCV
12 6 (3.87%) FastAPI
12 6 (3.87%) SciPy
12 6 (3.87%) TFX
13 5 (3.23%) CrewAI
13 5 (3.23%) REST
14 4 (2.58%) Seaborn
Miscellaneous
1 44 (28.39%) Cloud Native
2 24 (15.48%) Clustering
3 23 (14.84%) Algorithms
3 23 (14.84%) Public Cloud
4 22 (14.19%) Video\Live Streaming
5 14 (9.03%) AI Agents
6 11 (7.10%) Product Ownership
7 9 (5.81%) Distributed Systems
8 6 (3.87%) Embedded Systems
8 6 (3.87%) Over-the-Top Content
9 4 (2.58%) Legacy Systems
9 4 (2.58%) Mobile Banking
10 3 (1.94%) CUDA
10 3 (1.94%) Enterprise Software
10 3 (1.94%) Mobile App
11 2 (1.29%) Blog
11 2 (1.29%) Data Structures
11 2 (1.29%) Life Science
11 2 (1.29%) Low-Code
11 2 (1.29%) Raspberry Pi
Operating Systems
1 5 (3.23%) Linux
2 1 (0.65%) Android
2 1 (0.65%) Apple iOS
Processes & Methodologies
1 149 (96.13%) Machine Learning
2 116 (74.84%) AI
3 106 (68.39%) Data Science
4 79 (50.97%) Generative AI
5 66 (42.58%) Software Engineering
6 62 (40.00%) Mentoring
7 61 (39.35%) Roadmaps
8 58 (37.42%) MLOps
9 55 (35.48%) Deep Learning
9 55 (35.48%) Use Case
10 54 (34.84%) Retrieval-Augmented Generation
11 52 (33.55%) Statistics
12 50 (32.26%) Data Pipeline
13 48 (30.97%) LLM
14 46 (29.68%) Actionable Insight
15 43 (27.74%) CI/CD
16 41 (26.45%) Prompt Engineering
17 37 (23.87%) Data Engineering
18 36 (23.23%) Analytics
19 35 (22.58%) Feature Engineering
Programming Languages
1 144 (92.90%) Python
2 56 (36.13%) SQL
3 12 (7.74%) C++
3 12 (7.74%) Java
4 4 (2.58%) C
5 3 (1.94%) R
6 2 (1.29%) JavaScript
7 1 (0.65%) Data Analysis Expressions
7 1 (0.65%) T-SQL
Qualifications
1 24 (15.48%) Degree
2 10 (6.45%) PhD
2 10 (6.45%) Security Cleared
3 5 (3.23%) Master's Degree
4 4 (2.58%) Computer Science Degree
4 4 (2.58%) DV Cleared
5 3 (1.94%) Postgraduate
6 2 (1.29%) BPSS Clearance
7 1 (0.65%) AWS Certification
7 1 (0.65%) AWS Certified Solutions Architect
7 1 (0.65%) Azure Certification
7 1 (0.65%) Microsoft Certification
7 1 (0.65%) Microsoft Certified Professional
7 1 (0.65%) SC Cleared
Quality Assurance & Compliance
1 23 (14.84%) California Consumer Privacy Act
1 23 (14.84%) GDPR
2 3 (1.94%) Data Quality
3 1 (0.65%) Accessibility
System Software
1 20 (12.90%) Docker
2 2 (1.29%) Firmware
Systems Management
1 16 (10.32%) Kubernetes
2 10 (6.45%) Kubeflow
3 3 (1.94%) Argo
4 2 (1.29%) Terraform
5 1 (0.65%) Ansible
Vendors
1 33 (21.29%) Databricks
2 23 (14.84%) Cloudera
2 23 (14.84%) Dell
3 14 (9.03%) OpenAI
4 11 (7.10%) Google
5 6 (3.87%) Microsoft
6 1 (0.65%) Automation Anywhere
6 1 (0.65%) Cognizant
6 1 (0.65%) Dataiku
6 1 (0.65%) DataRobot
6 1 (0.65%) Foundry
6 1 (0.65%) Perforce
6 1 (0.65%) UiPath