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

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 570 513 622
Rank change year-on-year -57 +109 +39
Permanent jobs citing TensorFlow 170 140 146
As % of all permanent jobs in England 0.18% 0.32% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.76% 1.82% 1.08%
Number of salaries quoted 49 60 59
10th Percentile £45,000 £46,250 £54,000
25th Percentile £47,500 £54,375 £62,875
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 £101,000
90th Percentile £120,000 £122,750 £123,050
UK median annual salary £72,500 £78,750 £75,000
% change year-on-year -7.94% +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 9,635 7,680 13,516
As % of all permanent jobs advertised in England 10.27% 17.53% 18.70%
Number of salaries quoted 7,225 5,138 10,228
10th Percentile £41,250 £38,500 £37,500
25th Percentile £50,000 £50,000 £46,750
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 £62,000
% change year-on-year -3.70% +8.87% -8.15%

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 10 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 10 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 -27 94 £87,500 -6.67% 158
Midlands -12 29 £45,500 -32.59% 11
East Midlands 0 27 £38,000 -47.59% 1
East of England -25 22 £100,000 +79.37% 20
South East -42 10 £62,500 -30.56% 22
South West -67 7 £60,000 +20.00% 14
North of England -57 5 £46,000 -28.13% 20
North West -18 2 £87,500 +45.83% 18
West Midlands -28 2 £97,500 +61.16% 10
North East -56 2 £42,000 - 2
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 (17.65%) Apache Airflow
2 24 (14.12%) Apache Spark
Applications
1 6 (3.53%) Chatbot
2 1 (0.59%) Trello
Business Applications
1 1 (0.59%) NetSuite
Cloud Services
1 92 (54.12%) AWS
2 82 (48.24%) Azure
3 69 (40.59%) GCP
4 29 (17.06%) Power Platform
5 28 (16.47%) Snowflake
6 24 (14.12%) dbt
7 23 (13.53%) Azure Synapse Analytics
8 12 (7.06%) Serverless
9 10 (5.88%) Amazon S3
9 10 (5.88%) AWS Lambda
10 9 (5.29%) Azure Machine Learning
11 8 (4.71%) Amazon Bedrock
12 6 (3.53%) SaaS
12 6 (3.53%) Slack
13 5 (2.94%) Anthropic Claude
13 5 (2.94%) Prefect
14 4 (2.35%) Vertex AI
15 3 (1.76%) Amazon SageMaker
15 3 (1.76%) Azure AI
15 3 (1.76%) Cloud Computing
Communications & Networking
1 18 (10.59%) Broadband
Database & Business Intelligence
1 27 (15.88%) Power BI
2 26 (15.29%) Tableau
3 25 (14.71%) Data Warehouse
4 24 (14.12%) Amazon Redshift
4 24 (14.12%) BigQuery
5 23 (13.53%) Data Lake
5 23 (13.53%) Elasticsearch
5 23 (13.53%) Looker
5 23 (13.53%) Snowflake Schema
6 12 (7.06%) Metadata
7 9 (5.29%) Pinecone
8 6 (3.53%) NoSQL
9 5 (2.94%) MongoDB
10 4 (2.35%) Big Data
10 4 (2.35%) Weaviate
11 3 (1.76%) PostgreSQL
12 2 (1.18%) MySQL
12 2 (1.18%) Neo4j
12 2 (1.18%) Redis
13 1 (0.59%) DynamoDB
Development Applications
1 34 (20.00%) MLflow
2 12 (7.06%) Git
3 4 (2.35%) GitLab
3 4 (2.35%) Jenkins
4 2 (1.18%) Atlassian Bamboo
4 2 (1.18%) Bitbucket
4 2 (1.18%) Eclipse
4 2 (1.18%) Eclipse RCP
4 2 (1.18%) Mercurial
4 2 (1.18%) SonarQube
4 2 (1.18%) TeamCity
5 1 (0.59%) JIRA
5 1 (0.59%) Yeoman
General
1 59 (34.71%) Analytical Skills
2 56 (32.94%) Finance
3 36 (21.18%) Social Skills
4 22 (12.94%) Banking
5 20 (11.76%) Inclusion and Diversity
6 16 (9.41%) Law
7 15 (8.82%) Marketing
8 10 (5.88%) Public Sector
9 4 (2.35%) Electronics
10 2 (1.18%) Aerospace
10 2 (1.18%) Legal
10 2 (1.18%) Manufacturing
10 2 (1.18%) Military
10 2 (1.18%) Wearables
11 1 (0.59%) Advertising
11 1 (0.59%) Automotive
11 1 (0.59%) Financial Institution
11 1 (0.59%) Investment Banking
11 1 (0.59%) Publishing
Job Titles
1 52 (30.59%) Lead
2 35 (20.59%) Data Scientist
3 33 (19.41%) Senior
4 27 (15.88%) Senior Data Scientist
5 26 (15.29%) Systems Engineer
6 24 (14.12%) Lead Data Scientist
7 23 (13.53%) Senior Systems Engineer
8 22 (12.94%) Software Engineer
9 20 (11.76%) Developer
10 16 (9.41%) Machine Learning Engineer
11 15 (8.82%) Artificial Intelligence Engineer
12 13 (7.65%) Lead Developer
12 13 (7.65%) Machine Learning Scientist
13 8 (4.71%) Architect
13 8 (4.71%) Data Engineer
14 7 (4.12%) Artificial Intelligence Architect
15 6 (3.53%) Java Engineer
15 6 (3.53%) Research Scientist
16 5 (2.94%) Consultant
16 5 (2.94%) Python Developer
Libraries, Frameworks & Software Standards
1 161 (94.71%) PyTorch
2 71 (41.76%) scikit-learn
3 54 (31.76%) LangChain
4 32 (18.82%) LlamaIndex
5 31 (18.24%) Hugging Face
6 29 (17.06%) Kafka
7 25 (14.71%) pgvector
8 21 (12.35%) LangGraph
9 16 (9.41%) Google JAX
9 16 (9.41%) JAX
10 13 (7.65%) NumPy
10 13 (7.65%) Pandas
11 7 (4.12%) OpenCV
12 6 (3.53%) Faiss
12 6 (3.53%) REST
12 6 (3.53%) SciPy
12 6 (3.53%) Spring
12 6 (3.53%) Spring Boot
12 6 (3.53%) TFX
13 5 (2.94%) CrewAI
Miscellaneous
1 53 (31.18%) Cloud Native
2 24 (14.12%) Clustering
3 23 (13.53%) Algorithms
3 23 (13.53%) Public Cloud
4 18 (10.59%) AI Agents
4 18 (10.59%) Video\Live Streaming
5 12 (7.06%) Product Ownership
6 10 (5.88%) Distributed Systems
6 10 (5.88%) Mobile Banking
7 6 (3.53%) Embedded Systems
7 6 (3.53%) Over-the-Top Content
8 4 (2.35%) Analytical Mindset
8 4 (2.35%) Self-Motivation
9 3 (1.76%) Blog
9 3 (1.76%) CUDA
9 3 (1.76%) Enterprise Software
9 3 (1.76%) Legacy Systems
9 3 (1.76%) Life Science
9 3 (1.76%) Mobile App
10 2 (1.18%) Data Structures
Operating Systems
1 5 (2.94%) Linux
2 1 (0.59%) Android
2 1 (0.59%) Apple iOS
Processes & Methodologies
1 164 (96.47%) Machine Learning
2 124 (72.94%) AI
3 109 (64.12%) Data Science
4 84 (49.41%) Generative AI
5 77 (45.29%) Software Engineering
6 66 (38.82%) Mentoring
7 64 (37.65%) LLM
8 63 (37.06%) Deep Learning
9 61 (35.88%) MLOps
10 57 (33.53%) Retrieval-Augmented Generation
10 57 (33.53%) Roadmaps
11 55 (32.35%) Statistics
12 53 (31.18%) Data Pipeline
13 52 (30.59%) Use Case
14 49 (28.82%) Actionable Insight
14 49 (28.82%) Prompt Engineering
15 43 (25.29%) CI/CD
16 41 (24.12%) Analytics
17 39 (22.94%) Data Engineering
18 37 (21.76%) Feature Engineering
Programming Languages
1 153 (90.00%) Python
2 66 (38.82%) SQL
3 17 (10.00%) Java
4 13 (7.65%) C++
5 4 (2.35%) C
6 3 (1.76%) JavaScript
7 2 (1.18%) R
8 1 (0.59%) Data Analysis Expressions
8 1 (0.59%) Scala
8 1 (0.59%) T-SQL
Qualifications
1 32 (18.82%) Degree
2 16 (9.41%) Security Cleared
3 15 (8.82%) PhD
4 7 (4.12%) Computer Science Degree
4 7 (4.12%) DV Cleared
5 5 (2.94%) Master's Degree
6 4 (2.35%) BPSS Clearance
7 3 (1.76%) Postgraduate
7 3 (1.76%) SC Cleared
8 1 (0.59%) AWS Certification
8 1 (0.59%) AWS Certified Solutions Architect
8 1 (0.59%) Azure Certification
8 1 (0.59%) Microsoft Certification
8 1 (0.59%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (13.53%) California Consumer Privacy Act
1 23 (13.53%) GDPR
2 3 (1.76%) Accessibility
3 1 (0.59%) Data Quality
System Software
1 21 (12.35%) Docker
2 2 (1.18%) Firmware
Systems Management
1 17 (10.00%) Kubernetes
2 10 (5.88%) Kubeflow
3 2 (1.18%) Ansible
3 2 (1.18%) Argo
4 1 (0.59%) Terraform
Vendors
1 33 (19.41%) Databricks
2 23 (13.53%) Cloudera
2 23 (13.53%) Dell
3 15 (8.82%) Google
3 15 (8.82%) OpenAI
4 8 (4.71%) Microsoft
5 2 (1.18%) Foundry
5 2 (1.18%) Perforce
6 1 (0.59%) Cognizant
6 1 (0.59%) Dataiku
6 1 (0.59%) DataRobot