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

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 565 509 610
Rank change year-on-year -56 +101 +32
Permanent jobs citing TensorFlow 178 141 149
As % of all permanent jobs in England 0.19% 0.32% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.85% 1.86% 1.09%
Number of salaries quoted 51 59 60
10th Percentile £45,000 £46,250 £54,500
25th Percentile £48,750 £53,750 £63,313
Median annual salary (50th Percentile) £75,000 £80,000 £76,250
Median % change year-on-year -6.25% +4.92% +1.67%
75th Percentile £100,000 £97,500 £102,813
90th Percentile £120,000 £123,000 £122,775
UK median annual salary £75,000 £80,000 £75,000
% change year-on-year -6.25% +6.67% -

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 9,619 7,587 13,634
As % of all permanent jobs advertised in England 10.22% 17.33% 18.77%
Number of salaries quoted 7,193 5,059 10,211
10th Percentile £41,250 £37,500 £37,500
25th Percentile £50,000 £50,000 £47,115
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 13 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 13 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 -22 97 £87,500 -6.67% 148
Midlands -16 31 £45,500 -32.59% 11
East Midlands -5 28 £38,000 -47.59% 1
East of England -18 23 £100,000 +79.37% 15
South East -28 11 £62,500 -30.56% 16
South West -58 7 £60,000 +20.00% 13
North of England -56 5 £46,000 -22.69% 18
West Midlands -28 3 £97,500 +61.16% 10
North West -9 2 £87,500 +45.83% 15
North East -55 2 £42,000 - 3
Yorkshire -28 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 93 (52.25%) AWS
2 85 (47.75%) Azure
3 69 (38.76%) GCP
4 31 (17.42%) Power Platform
5 29 (16.29%) Snowflake
6 24 (13.48%) dbt
7 23 (12.92%) Azure Synapse Analytics
8 12 (6.74%) Serverless
9 11 (6.18%) Azure Machine Learning
10 10 (5.62%) Amazon S3
10 10 (5.62%) AWS Lambda
11 8 (4.49%) Amazon Bedrock
12 6 (3.37%) SaaS
12 6 (3.37%) Slack
13 5 (2.81%) Anthropic Claude
13 5 (2.81%) Prefect
14 4 (2.25%) Azure AI
14 4 (2.25%) Cloud Computing
14 4 (2.25%) Vertex AI
15 3 (1.69%) Amazon SageMaker
Communications & Networking
1 18 (10.11%) Broadband
Database & Business Intelligence
1 29 (16.29%) Power BI
2 28 (15.73%) Tableau
3 25 (14.04%) Data Warehouse
4 24 (13.48%) Amazon Redshift
4 24 (13.48%) BigQuery
4 24 (13.48%) Data Lake
5 23 (12.92%) Elasticsearch
5 23 (12.92%) Looker
5 23 (12.92%) Snowflake Schema
6 12 (6.74%) Metadata
7 9 (5.06%) Pinecone
8 7 (3.93%) Big Data
8 7 (3.93%) NoSQL
9 5 (2.81%) MongoDB
10 4 (2.25%) Weaviate
11 3 (1.69%) PostgreSQL
12 2 (1.12%) Geospatial Data
12 2 (1.12%) MySQL
12 2 (1.12%) Neo4j
12 2 (1.12%) Redis
Development Applications
1 34 (19.10%) 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 61 (34.27%) Analytical Skills
2 60 (33.71%) Finance
3 37 (20.79%) Social Skills
4 23 (12.92%) Inclusion and Diversity
5 22 (12.36%) Banking
6 18 (10.11%) Law
7 17 (9.55%) Marketing
8 12 (6.74%) Public Sector
9 5 (2.81%) Electronics
9 5 (2.81%) Legal
10 3 (1.69%) Aerospace
10 3 (1.69%) Military
11 2 (1.12%) Manufacturing
11 2 (1.12%) Wearables
12 1 (0.56%) Advertising
12 1 (0.56%) Automotive
12 1 (0.56%) Financial Institution
12 1 (0.56%) Investment Banking
12 1 (0.56%) Organisational Skills
12 1 (0.56%) Publishing
Job Titles
1 55 (30.90%) Lead
2 35 (19.66%) Data Scientist
3 34 (19.10%) Senior
4 27 (15.17%) Senior Data Scientist
5 26 (14.61%) Systems Engineer
6 24 (13.48%) Lead Data Scientist
6 24 (13.48%) Software Engineer
7 23 (12.92%) Senior Systems Engineer
8 20 (11.24%) Developer
9 16 (8.99%) Machine Learning Engineer
10 15 (8.43%) Artificial Intelligence Engineer
10 15 (8.43%) Machine Learning Scientist
11 13 (7.30%) Lead Developer
12 8 (4.49%) Architect
12 8 (4.49%) Data Engineer
13 7 (3.93%) Artificial Intelligence Architect
13 7 (3.93%) Research Scientist
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 54 (30.34%) LangChain
4 32 (17.98%) LlamaIndex
5 31 (17.42%) Hugging Face
6 29 (16.29%) Kafka
7 25 (14.04%) pgvector
8 21 (11.80%) LangGraph
9 17 (9.55%) Google JAX
9 17 (9.55%) 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 56 (31.46%) Cloud Native
2 24 (13.48%) Clustering
2 24 (13.48%) Public Cloud
3 23 (12.92%) Algorithms
4 19 (10.67%) AI Agents
5 18 (10.11%) Video\Live Streaming
6 12 (6.74%) Product Ownership
7 10 (5.62%) Distributed Systems
7 10 (5.62%) Mobile Banking
8 6 (3.37%) Embedded Systems
8 6 (3.37%) Over-the-Top Content
9 5 (2.81%) Blog
9 5 (2.81%) Self-Motivation
10 4 (2.25%) Analytical Mindset
10 4 (2.25%) Mobile App
11 3 (1.69%) CUDA
11 3 (1.69%) Cyber Defence
11 3 (1.69%) Enterprise Software
11 3 (1.69%) Legacy Systems
11 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
2 130 (73.03%) AI
3 113 (63.48%) Data Science
4 85 (47.75%) Generative AI
5 80 (44.94%) Software Engineering
6 68 (38.20%) LLM
6 68 (38.20%) Mentoring
7 66 (37.08%) Deep Learning
8 62 (34.83%) MLOps
9 58 (32.58%) Retrieval-Augmented Generation
9 58 (32.58%) Roadmaps
10 57 (32.02%) Statistics
11 54 (30.34%) Data Pipeline
12 53 (29.78%) Use Case
13 51 (28.65%) Prompt Engineering
14 50 (28.09%) Actionable Insight
15 46 (25.84%) Analytics
16 44 (24.72%) CI/CD
17 40 (22.47%) Data Engineering
18 38 (21.35%) Problem-Solving
Programming Languages
1 156 (87.64%) Python
2 67 (37.64%) SQL
3 19 (10.67%) Java
4 13 (7.30%) C++
5 4 (2.25%) C
5 4 (2.25%) JavaScript
6 3 (1.69%) R
7 1 (0.56%) Data Analysis Expressions
7 1 (0.56%) Scala
7 1 (0.56%) Swift
7 1 (0.56%) T-SQL
Qualifications
1 38 (21.35%) Degree
2 19 (10.67%) Security Cleared
3 18 (10.11%) PhD
4 8 (4.49%) Computer Science Degree
4 8 (4.49%) DV Cleared
5 6 (3.37%) BPSS Clearance
6 5 (2.81%) Master's Degree
6 5 (2.81%) 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 (12.92%) California Consumer Privacy Act
1 23 (12.92%) GDPR
2 5 (2.81%) Accessibility
3 2 (1.12%) 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
5 1 (0.56%) Terraform
Vendors
1 35 (19.66%) 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