Google TensorFlow
UK

The table below provides summary statistics and salary benchmarking for jobs requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 18 July 2026, with comparisons to the same periods in the previous two years.

6 months to
18 Jul 2026
Same period 2025 Same period 2024
Rank 590 546 678
Rank change year-on-year -44 +132 +43
Permanent jobs citing TensorFlow 170 136 192
As % of all permanent jobs in the UK 0.17% 0.28% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.66% 1.53% 0.99%
Number of salaries quoted 49 60 92
10th Percentile £45,000 £46,250 £52,500
25th Percentile £52,500 £58,125 £55,000
Median annual salary (50th Percentile) £70,000 £78,750 £71,250
Median % change year-on-year -11.11% +10.53% -5.00%
75th Percentile £100,000 £97,500 £95,000
90th Percentile £122,500 £120,000 £122,500
UK excluding London median annual salary £61,250 £64,000 £63,750
% change year-on-year -4.30% +0.39% -15.00%

All Software Libraries and Frameworks
UK

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.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 10,221 8,876 19,463
As % of all permanent jobs advertised in the UK 10.29% 18.10% 19.91%
Number of salaries quoted 7,636 5,869 14,655
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £67,000 £60,000
Median % change year-on-year -2.99% +11.67% -10.45%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £112,500 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

TensorFlow
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised.

TensorFlow job vacancy trend in the UK

TensorFlow
Salary Trend

Salary distribution trend for jobs in the UK citing TensorFlow.

Salary distribution trend for jobs in the UK citing TensorFlow

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 18 July 2026.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 6 months to 18 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
England -66 153 £70,000 -12.50% 66
Work from Home +33 82 £50,000 -23.08% 22
UK excluding London -75 81 £61,250 -4.30% 30
London +6 79 £92,500 - 46
Midlands -11 30 £52,500 -22.22% 1
East Midlands +7 27 £41,000 -43.45%
East of England -6 21 £90,000 +40.63% 10
South East -36 9 £62,500 -30.56% 9
South West -59 7 £60,000 +20.00% 3
North of England -64 6 £50,000 -21.88% 2
Wales -49 5 £65,000 - 4
North West -8 3 £60,000 -12.73% 2
West Midlands -22 3 £55,000 -9.09% 1
North East -52 2 £42,000 -
Northern Ireland - 2 - -
Scotland +12 1 £100,000 +42.86% 2
Yorkshire -40 1 - -

TensorFlow
Co-Occurring Skills & Capabilities 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 33 (19.41%) Apache Airflow
2 28 (16.47%) Apache Spark
3 2 (1.18%) Appian
Applications
1 6 (3.53%) Chatbot
2 1 (0.59%) Trello
Business Applications
1 1 (0.59%) NetSuite
Cloud Services
1 86 (50.59%) Azure
2 82 (48.24%) AWS
3 67 (39.41%) GCP
4 30 (17.65%) Snowflake
5 29 (17.06%) Power Platform
6 24 (14.12%) dbt
7 23 (13.53%) Azure Synapse Analytics
8 11 (6.47%) Azure Machine Learning
9 9 (5.29%) Amazon SageMaker
10 8 (4.71%) SaaS
10 8 (4.71%) Slack
11 7 (4.12%) Amazon Bedrock
11 7 (4.12%) Anthropic Claude
11 7 (4.12%) Vertex AI
12 6 (3.53%) OpenShift
13 5 (2.94%) Prefect
14 4 (2.35%) Azure AI
14 4 (2.35%) H2O.ai
15 3 (1.76%) Azure Data Factory
15 3 (1.76%) Serverless
Communications & Networking
1 24 (14.12%) Broadband
Database & Business Intelligence
1 28 (16.47%) Amazon Redshift
1 28 (16.47%) Data Warehouse
1 28 (16.47%) Tableau
2 27 (15.88%) BigQuery
2 27 (15.88%) Data Lake
3 26 (15.29%) Elasticsearch
3 26 (15.29%) Looker
3 26 (15.29%) Power BI
4 23 (13.53%) Snowflake Schema
5 20 (11.76%) Metadata
6 14 (8.24%) Pinecone
7 7 (4.12%) Weaviate
8 5 (2.94%) MongoDB
9 4 (2.35%) NoSQL
10 3 (1.76%) Apache Iceberg
10 3 (1.76%) Big Data
10 3 (1.76%) Delta Lake
10 3 (1.76%) PostgreSQL
10 3 (1.76%) SQL Server
11 2 (1.18%) Redis
Development Applications
1 41 (24.12%) MLflow
2 12 (7.06%) Git
3 4 (2.35%) GitLab
4 2 (1.18%) Jenkins
5 1 (0.59%) Eclipse
5 1 (0.59%) Eclipse RCP
5 1 (0.59%) JIRA
5 1 (0.59%) Yeoman
General
1 61 (35.88%) Analytical Skills
2 46 (27.06%) Finance
3 39 (22.94%) Social Skills
4 11 (6.47%) Banking
5 6 (3.53%) Manufacturing
6 4 (2.35%) Public Sector
7 3 (1.76%) Advertising
7 3 (1.76%) Inclusion and Diversity
8 2 (1.18%) Electronics
8 2 (1.18%) Public Speaking
8 2 (1.18%) Wearables
9 1 (0.59%) Automotive
9 1 (0.59%) Law
9 1 (0.59%) Legal
9 1 (0.59%) Marketing
9 1 (0.59%) Publishing
Job Titles
1 52 (30.59%) Lead
2 42 (24.71%) Data Scientist
3 38 (22.35%) Senior
4 31 (18.24%) Senior Data Scientist
5 28 (16.47%) Lead Data Scientist
6 26 (15.29%) Systems Engineer
7 23 (13.53%) Senior Systems Engineer
8 21 (12.35%) Developer
9 17 (10.00%) Machine Learning Engineer
10 16 (9.41%) Software Engineer
11 15 (8.82%) Artificial Intelligence Engineer
12 13 (7.65%) Lead Developer
13 9 (5.29%) Architect
14 8 (4.71%) Artificial Intelligence Architect
15 6 (3.53%) Consultant
16 5 (2.94%) Python Developer
16 5 (2.94%) Python Engineer
17 4 (2.35%) Engineering Manager
17 4 (2.35%) Head of Engineering
18 3 (1.76%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 164 (96.47%) PyTorch
2 57 (33.53%) scikit-learn
3 54 (31.76%) LangChain
4 35 (20.59%) Hugging Face
5 29 (17.06%) LlamaIndex
6 26 (15.29%) Kafka
7 25 (14.71%) pgvector
8 22 (12.94%) LangGraph
9 13 (7.65%) NumPy
9 13 (7.65%) Pandas
10 12 (7.06%) Google JAX
10 12 (7.06%) JAX
11 11 (6.47%) Faiss
12 8 (4.71%) Keras
12 8 (4.71%) OpenCV
12 8 (4.71%) TFX
13 7 (4.12%) FastAPI
14 6 (3.53%) CrewAI
14 6 (3.53%) SciPy
15 5 (2.94%) Flask
Miscellaneous
1 38 (22.35%) Cloud Native
2 25 (14.71%) Algorithms
3 24 (14.12%) Clustering
3 24 (14.12%) Video\Live Streaming
4 23 (13.53%) Public Cloud
5 16 (9.41%) Product Ownership
6 15 (8.82%) AI Agents
7 8 (4.71%) Distributed Systems
7 8 (4.71%) Over-the-Top Content
8 7 (4.12%) Embedded Systems
9 5 (2.94%) Legacy Systems
10 4 (2.35%) CUDA
10 4 (2.35%) Data Centre
10 4 (2.35%) Management Information System
11 3 (1.76%) Enterprise Software
11 3 (1.76%) Low-Code
11 3 (1.76%) Mobile App
12 2 (1.18%) Autonomous Agent
12 2 (1.18%) Data Structures
12 2 (1.18%) Raspberry Pi
Operating Systems
1 5 (2.94%) Linux
2 1 (0.59%) Android
2 1 (0.59%) Apple iOS
2 1 (0.59%) Robot Operating System
Processes & Methodologies
1 164 (96.47%) Machine Learning
2 137 (80.59%) AI
3 117 (68.82%) Data Science
4 96 (56.47%) Generative AI
5 68 (40.00%) MLOps
6 67 (39.41%) Roadmaps
7 63 (37.06%) Mentoring
8 62 (36.47%) Retrieval-Augmented Generation
9 60 (35.29%) Data Pipeline
9 60 (35.29%) Software Engineering
10 59 (34.71%) LLM
10 59 (34.71%) Use Case
11 55 (32.35%) Deep Learning
12 52 (30.59%) Statistics
13 51 (30.00%) CI/CD
14 47 (27.65%) Analytics
15 46 (27.06%) Data Engineering
16 43 (25.29%) Feature Engineering
17 41 (24.12%) Actionable Insight
18 38 (22.35%) Prompt Engineering
Programming Languages
1 159 (93.53%) Python
2 65 (38.24%) SQL
3 13 (7.65%) C++
3 13 (7.65%) Java
4 4 (2.35%) C
5 3 (1.76%) Bash
5 3 (1.76%) Go
5 3 (1.76%) R
5 3 (1.76%) Scala
6 1 (0.59%) Data Analysis Expressions
6 1 (0.59%) JavaScript
6 1 (0.59%) T-SQL
Qualifications
1 29 (17.06%) Degree
2 9 (5.29%) Security Cleared
3 8 (4.71%) Master's Degree
4 7 (4.12%) PhD
5 6 (3.53%) Computer Science Degree
6 3 (1.76%) DV Cleared
6 3 (1.76%) Postgraduate
7 2 (1.18%) AWS Certification
7 2 (1.18%) Azure Certification
8 1 (0.59%) AWS Certified Solutions Architect
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 8 (4.71%) Data Quality
System Software
1 24 (14.12%) Docker
2 2 (1.18%) Firmware
Systems Management
1 16 (9.41%) Kubernetes
2 12 (7.06%) Kubeflow
3 3 (1.76%) Argo
4 2 (1.18%) Terraform
Vendors
1 40 (23.53%) Databricks
2 27 (15.88%) Dell
3 23 (13.53%) Cloudera
4 16 (9.41%) OpenAI
5 11 (6.47%) Google
6 8 (4.71%) Microsoft
7 4 (2.35%) NVIDIA
8 3 (1.76%) Palantir
9 2 (1.18%) Automation Anywhere
9 2 (1.18%) UiPath
10 1 (0.59%) Cognizant
10 1 (0.59%) Dataiku
10 1 (0.59%) DataRobot
10 1 (0.59%) Foundry
10 1 (0.59%) IBM