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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 593 549 682
Rank change year-on-year -44 +133 +51
Permanent jobs citing TensorFlow 168 135 202
As % of all permanent jobs in the UK 0.17% 0.27% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.65% 1.50% 1.00%
Number of salaries quoted 49 60 100
10th Percentile £45,000 £46,125 £52,250
25th Percentile £52,500 £59,688 £55,000
Median annual salary (50th Percentile) £65,000 £80,000 £70,000
Median % change year-on-year -18.75% +14.29% -6.67%
75th Percentile £96,250 £97,500 £89,063
90th Percentile £122,500 £120,250 £122,500
UK excluding London median annual salary £60,000 £64,000 £62,500
% change year-on-year -6.25% +2.40% -16.67%

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 10,207 8,988 20,179
As % of all permanent jobs advertised in the UK 10.34% 18.26% 19.94%
Number of salaries quoted 7,641 5,944 15,215
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £67,500 £60,000
Median % change year-on-year -3.70% +12.50% -9.60%
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 12 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 12 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 -39 151 £64,750 -19.06% 110
Work from Home +31 84 £55,000 -14.73% 43
London +12 79 £90,000 -5.26% 75
UK excluding London -71 78 £60,000 -6.25% 47
Midlands -8 31 £55,000 -18.52% 8
East Midlands -6 27 £41,000 -43.45% 2
East of England -13 19 £55,000 -14.06% 7
South East -41 8 £62,500 -37.50% 11
South West -60 7 £60,000 +20.00% 7
North of England -32 6 £50,000 -21.88% 7
West Midlands -17 4 £55,000 -9.09% 6
Wales -43 4 £85,000 - 3
North West -21 3 £60,000 -12.73% 5
North East -54 2 £42,000 - 2
Northern Ireland - 2 - - 2
Scotland +9 1 £100,000 +42.86% 3
Yorkshire -37 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 34 (20.24%) Apache Airflow
2 29 (17.26%) Apache Spark
3 3 (1.79%) Appian
Applications
1 7 (4.17%) Chatbot
2 1 (0.60%) Trello
Business Applications
1 1 (0.60%) NetSuite
Cloud Services
1 86 (51.19%) Azure
2 80 (47.62%) AWS
3 67 (39.88%) GCP
4 31 (18.45%) Snowflake
5 29 (17.26%) Power Platform
6 24 (14.29%) dbt
7 23 (13.69%) Azure Synapse Analytics
8 13 (7.74%) Azure Machine Learning
9 10 (5.95%) Amazon SageMaker
10 8 (4.76%) Anthropic Claude
10 8 (4.76%) SaaS
10 8 (4.76%) Slack
10 8 (4.76%) Vertex AI
11 7 (4.17%) Amazon Bedrock
12 6 (3.57%) Azure AI
12 6 (3.57%) OpenShift
13 5 (2.98%) Prefect
14 4 (2.38%) Azure Data Factory
14 4 (2.38%) Dagster
14 4 (2.38%) H2O.ai
Communications & Networking
1 24 (14.29%) Broadband
Database & Business Intelligence
1 29 (17.26%) Amazon Redshift
1 29 (17.26%) Data Warehouse
1 29 (17.26%) Tableau
2 28 (16.67%) BigQuery
3 27 (16.07%) Data Lake
3 27 (16.07%) Elasticsearch
3 27 (16.07%) Looker
4 26 (15.48%) Power BI
5 23 (13.69%) Snowflake Schema
6 20 (11.90%) Metadata
7 16 (9.52%) Pinecone
8 8 (4.76%) Weaviate
9 5 (2.98%) MongoDB
10 4 (2.38%) Apache Iceberg
10 4 (2.38%) Delta Lake
10 4 (2.38%) SQL Server
11 3 (1.79%) Big Data
11 3 (1.79%) NoSQL
11 3 (1.79%) PostgreSQL
12 2 (1.19%) Redis
Development Applications
1 44 (26.19%) MLflow
2 12 (7.14%) Git
3 3 (1.79%) GitLab
4 2 (1.19%) Jenkins
5 1 (0.60%) JIRA
5 1 (0.60%) Yeoman
General
1 60 (35.71%) Analytical Skills
2 45 (26.79%) Finance
3 37 (22.02%) Social Skills
4 10 (5.95%) Banking
5 6 (3.57%) Manufacturing
6 3 (1.79%) Advertising
6 3 (1.79%) Inclusion and Diversity
6 3 (1.79%) Public Sector
7 2 (1.19%) Electronics
7 2 (1.19%) Public Speaking
7 2 (1.19%) Wearables
8 1 (0.60%) Automotive
8 1 (0.60%) Legal
8 1 (0.60%) Organisational Skills
8 1 (0.60%) Publishing
Job Titles
1 52 (30.95%) Lead
2 42 (25.00%) Data Scientist
3 39 (23.21%) Senior
4 31 (18.45%) Senior Data Scientist
5 28 (16.67%) Lead Data Scientist
6 26 (15.48%) Systems Engineer
7 23 (13.69%) Senior Systems Engineer
8 21 (12.50%) Developer
9 16 (9.52%) Artificial Intelligence Engineer
9 16 (9.52%) Machine Learning Engineer
10 14 (8.33%) Software Engineer
11 13 (7.74%) Lead Developer
12 9 (5.36%) Architect
13 8 (4.76%) Artificial Intelligence Architect
14 7 (4.17%) Consultant
15 5 (2.98%) Python Developer
15 5 (2.98%) Python Engineer
16 4 (2.38%) Data Consultant
16 4 (2.38%) Engineering Manager
16 4 (2.38%) Head of Engineering
Libraries, Frameworks & Software Standards
1 163 (97.02%) PyTorch
2 56 (33.33%) scikit-learn
3 54 (32.14%) LangChain
4 36 (21.43%) Hugging Face
5 29 (17.26%) LlamaIndex
6 25 (14.88%) Kafka
6 25 (14.88%) pgvector
7 21 (12.50%) LangGraph
8 14 (8.33%) NumPy
8 14 (8.33%) Pandas
9 13 (7.74%) Faiss
10 11 (6.55%) Google JAX
10 11 (6.55%) JAX
11 9 (5.36%) OpenCV
12 8 (4.76%) FastAPI
12 8 (4.76%) Keras
12 8 (4.76%) TFX
13 6 (3.57%) CrewAI
13 6 (3.57%) Flask
13 6 (3.57%) SciPy
Miscellaneous
1 36 (21.43%) Cloud Native
2 26 (15.48%) Algorithms
3 24 (14.29%) Clustering
3 24 (14.29%) Video\Live Streaming
4 23 (13.69%) Public Cloud
5 16 (9.52%) AI Agents
6 15 (8.93%) Product Ownership
7 8 (4.76%) Embedded Systems
7 8 (4.76%) Over-the-Top Content
8 7 (4.17%) Distributed Systems
9 6 (3.57%) Legacy Systems
10 5 (2.98%) CUDA
11 4 (2.38%) Data Centre
11 4 (2.38%) Low-Code
11 4 (2.38%) Management Information System
12 3 (1.79%) Enterprise Software
12 3 (1.79%) Mobile App
12 3 (1.79%) Robotics
13 2 (1.19%) Data Structures
13 2 (1.19%) Raspberry Pi
Operating Systems
1 5 (2.98%) Linux
2 2 (1.19%) Robot Operating System
3 1 (0.60%) Android
3 1 (0.60%) Apple iOS
Processes & Methodologies
1 161 (95.83%) Machine Learning
2 137 (81.55%) AI
3 117 (69.64%) Data Science
4 96 (57.14%) Generative AI
5 67 (39.88%) MLOps
6 66 (39.29%) Roadmaps
7 64 (38.10%) Retrieval-Augmented Generation
8 63 (37.50%) Mentoring
9 60 (35.71%) Data Pipeline
10 59 (35.12%) LLM
10 59 (35.12%) Software Engineering
10 59 (35.12%) Use Case
11 57 (33.93%) Deep Learning
12 53 (31.55%) Statistics
13 51 (30.36%) CI/CD
14 48 (28.57%) Data Engineering
15 47 (27.98%) Analytics
16 43 (25.60%) Feature Engineering
17 40 (23.81%) Actionable Insight
18 38 (22.62%) Prompt Engineering
Programming Languages
1 160 (95.24%) Python
2 65 (38.69%) SQL
3 13 (7.74%) C++
4 12 (7.14%) Java
5 4 (2.38%) Bash
5 4 (2.38%) C
5 4 (2.38%) Go
5 4 (2.38%) Scala
6 3 (1.79%) R
7 1 (0.60%) Data Analysis Expressions
7 1 (0.60%) JavaScript
7 1 (0.60%) T-SQL
Qualifications
1 29 (17.26%) Degree
2 10 (5.95%) Master's Degree
2 10 (5.95%) Security Cleared
3 6 (3.57%) PhD
4 5 (2.98%) Computer Science Degree
5 3 (1.79%) Azure Certification
5 3 (1.79%) DV Cleared
5 3 (1.79%) Postgraduate
6 2 (1.19%) AWS Certification
7 1 (0.60%) AWS Certified Solutions Architect
7 1 (0.60%) Microsoft Certification
7 1 (0.60%) Microsoft Certified Professional
7 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 23 (13.69%) California Consumer Privacy Act
1 23 (13.69%) GDPR
2 9 (5.36%) Data Quality
System Software
1 26 (15.48%) Docker
2 2 (1.19%) Firmware
Systems Management
1 17 (10.12%) Kubernetes
2 12 (7.14%) Kubeflow
3 3 (1.79%) Argo
4 2 (1.19%) Terraform
Vendors
1 42 (25.00%) Databricks
2 27 (16.07%) Dell
3 23 (13.69%) Cloudera
4 16 (9.52%) OpenAI
5 10 (5.95%) Google
6 6 (3.57%) Microsoft
7 4 (2.38%) NVIDIA
7 4 (2.38%) Palantir
8 3 (1.79%) Automation Anywhere
8 3 (1.79%) UiPath
9 1 (0.60%) Cognizant
9 1 (0.60%) Dataiku
9 1 (0.60%) DataRobot
9 1 (0.60%) Foundry
9 1 (0.60%) IBM