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

6 months to
18 May 2026
Same period 2025 Same period 2024
Rank 573 554 694
Rank change year-on-year -19 +140 +105
Permanent jobs citing TensorFlow 154 101 198
As % of all permanent jobs in the UK 0.17% 0.23% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.70% 1.15% 0.97%
Number of salaries quoted 43 62 103
10th Percentile £45,000 £45,125 £48,146
25th Percentile £46,939 £60,000 £55,000
Median annual salary (50th Percentile) £70,000 £78,750 £70,000
Median % change year-on-year -11.11% +12.50% -9.68%
75th Percentile £91,250 £99,375 £87,500
90th Percentile £113,000 £121,125 £122,500
UK excluding London median annual salary £60,000 £70,000 £62,500
% change year-on-year -14.29% +12.00% +13.64%

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 9,061 8,800 20,411
As % of all permanent jobs advertised in the UK 9.88% 19.91% 21.02%
Number of salaries quoted 6,669 6,150 15,744
10th Percentile £40,000 £38,750 £36,250
25th Percentile £50,468 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £65,250 £60,000
Median % change year-on-year -0.38% +8.75% -11.11%
75th Percentile £85,000 £87,500 £78,750
90th Percentile £100,000 £111,250 £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 May 2026.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 16 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 May 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 -14 140 £67,500 -15.63% 86
London +23 85 £85,000 -10.53% 51
UK excluding London -35 58 £60,000 -14.29% 37
Work from Home +51 55 £55,000 -14.06% 37
East of England -9 21 £66,250 +3.52% 6
Midlands -16 16 £55,000 -12.70% 5
East Midlands -21 12 £70,000 -3.45% 3
South East -15 7 £50,000 -44.44% 13
North of England -47 7 £61,250 -23.44% 3
North West +5 5 £62,500 -26.69% 1
West Midlands -17 4 £52,500 -1.87% 2
South West -64 4 £60,000 +33.33% 7
Northern Ireland - 2 - -
Scotland -5 1 £100,000 +42.86%
Yorkshire -47 1 - - 1
North East - 1 £42,000 - 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 40 (25.97%) Apache Airflow
1 40 (25.97%) Apache Spark
2 14 (9.09%) Appian
Applications
1 6 (3.90%) Chatbot
2 1 (0.65%) Trello
Cloud Services
1 84 (54.55%) Azure
2 66 (42.86%) AWS
3 55 (35.71%) GCP
4 35 (22.73%) Snowflake
5 29 (18.83%) Power Platform
6 25 (16.23%) Azure Machine Learning
7 23 (14.94%) Azure Synapse Analytics
7 23 (14.94%) dbt
8 18 (11.69%) Azure AI
9 16 (10.39%) Anthropic Claude
10 13 (8.44%) Vertex AI
11 12 (7.79%) Azure Data Factory
12 11 (7.14%) Amazon SageMaker
12 11 (7.14%) Power Automate
13 9 (5.84%) Dagster
14 8 (5.19%) Prefect
15 6 (3.90%) OpenShift
15 6 (3.90%) Slack
16 5 (3.25%) Azure DevOps
17 4 (2.60%) GitHub
Communications & Networking
1 15 (9.74%) Broadband
Database & Business Intelligence
1 36 (23.38%) Data Warehouse
2 35 (22.73%) Tableau
3 34 (22.08%) Amazon Redshift
4 32 (20.78%) BigQuery
4 32 (20.78%) Elasticsearch
4 32 (20.78%) Looker
5 30 (19.48%) Pinecone
6 27 (17.53%) Data Lake
7 23 (14.94%) Power BI
7 23 (14.94%) Snowflake Schema
8 16 (10.39%) Weaviate
9 12 (7.79%) Metadata
10 11 (7.14%) SQL Server
11 9 (5.84%) Apache Iceberg
11 9 (5.84%) Delta Lake
12 7 (4.55%) Hadoop
13 6 (3.90%) Big Data
14 3 (1.95%) MongoDB
14 3 (1.95%) MySQL
15 2 (1.30%) Neo4j
Development Applications
1 64 (41.56%) MLflow
2 11 (7.14%) Git
3 3 (1.95%) GitLab
4 2 (1.30%) Jenkins
5 1 (0.65%) JIRA
General
1 50 (32.47%) Analytical Skills
2 36 (23.38%) Social Skills
3 32 (20.78%) Finance
4 9 (5.84%) Inclusion and Diversity
5 6 (3.90%) Manufacturing
6 4 (2.60%) Marketing
7 3 (1.95%) Banking
7 3 (1.95%) Public Sector
8 2 (1.30%) Advertising
8 2 (1.30%) Legal
8 2 (1.30%) Organisational Skills
9 1 (0.65%) Automotive
9 1 (0.65%) Digital Economy
9 1 (0.65%) Electronics
9 1 (0.65%) Financial Institution
9 1 (0.65%) Law
9 1 (0.65%) Presentation Skills
9 1 (0.65%) Wearables
Job Titles
1 45 (29.22%) Senior
2 36 (23.38%) Lead
3 26 (16.88%) Systems Engineer
4 25 (16.23%) Data Scientist
5 23 (14.94%) Senior Systems Engineer
6 20 (12.99%) Consultant
7 17 (11.04%) Senior Data Scientist
8 16 (10.39%) Artificial Intelligence Engineer
9 14 (9.09%) Lead Data Scientist
10 13 (8.44%) Artificial Intelligence Consultant
10 13 (8.44%) Data Consultant
10 13 (8.44%) Senior Consultant
11 11 (7.14%) Automation Engineer
12 9 (5.84%) Developer
13 8 (5.19%) Machine Learning Engineer
14 7 (4.55%) Architect
14 7 (4.55%) Data Engineer
15 6 (3.90%) Artificial Intelligence Architect
16 5 (3.25%) Python Developer
17 4 (2.60%) Artificial Intelligence Developer
Libraries, Frameworks & Software Standards
1 145 (94.16%) PyTorch
2 63 (40.91%) scikit-learn
3 47 (30.52%) LangChain
4 32 (20.78%) Pandas
5 30 (19.48%) Hugging Face
6 29 (18.83%) LlamaIndex
7 25 (16.23%) NumPy
7 25 (16.23%) pgvector
8 24 (15.58%) Faiss
8 24 (15.58%) Kafka
9 16 (10.39%) FastAPI
9 16 (10.39%) Google JAX
9 16 (10.39%) JAX
10 14 (9.09%) Django
10 14 (9.09%) REST
11 12 (7.79%) Flask
12 11 (7.14%) OAuth
12 11 (7.14%) pytest
12 11 (7.14%) Swagger
12 11 (7.14%) Web Services
Miscellaneous
1 31 (20.13%) Cloud Native
2 25 (16.23%) Algorithms
3 24 (15.58%) Clustering
4 23 (14.94%) Public Cloud
5 15 (9.74%) AI Agents
5 15 (9.74%) Low-Code
6 14 (9.09%) Video\Live Streaming
7 12 (7.79%) Legacy Systems
8 10 (6.49%) Product Ownership
9 9 (5.84%) CUDA
10 7 (4.55%) Distributed Systems
11 6 (3.90%) Embedded Systems
11 6 (3.90%) Enterprise Software
11 6 (3.90%) Over-the-Top Content
12 5 (3.25%) Life Science
13 4 (2.60%) Cyber Threat
13 4 (2.60%) Data Centre
13 4 (2.60%) Management Information System
14 3 (1.95%) Hackathon
14 3 (1.95%) Robotics
Operating Systems
1 5 (3.25%) Linux
2 2 (1.30%) Robot Operating System
3 1 (0.65%) Windows
Processes & Methodologies
1 143 (92.86%) Machine Learning
2 130 (84.42%) AI
3 94 (61.04%) Data Science
4 89 (57.79%) Generative AI
5 71 (46.10%) Retrieval-Augmented Generation
6 70 (45.45%) LLM
7 64 (41.56%) Data Pipeline
8 61 (39.61%) Data Engineering
9 58 (37.66%) MLOps
10 57 (37.01%) Analytics
11 54 (35.06%) Feature Engineering
12 52 (33.77%) CI/CD
12 52 (33.77%) Prompt Engineering
13 47 (30.52%) Use Case
14 46 (29.87%) Roadmaps
15 42 (27.27%) Deep Learning
16 40 (25.97%) Computer Science
17 39 (25.32%) Data Modelling
18 37 (24.03%) Presales
19 36 (23.38%) Software Engineering
Programming Languages
1 146 (94.81%) Python
2 58 (37.66%) SQL
3 14 (9.09%) Java
4 12 (7.79%) Go
5 9 (5.84%) Bash
5 9 (5.84%) R
5 9 (5.84%) Scala
6 7 (4.55%) C++
6 7 (4.55%) JavaScript
7 4 (2.60%) C
7 4 (2.60%) PowerShell
8 3 (1.95%) PHP
8 3 (1.95%) TypeScript
Qualifications
1 48 (31.17%) Degree
2 14 (9.09%) Master's Degree
3 12 (7.79%) PhD
4 10 (6.49%) Security Cleared
5 7 (4.55%) Computer Science Degree
6 5 (3.25%) Microsoft Certification
7 4 (2.60%) Azure Certification
7 4 (2.60%) Numerate Degree
7 4 (2.60%) SC Cleared
8 3 (1.95%) Postgraduate
9 2 (1.30%) DV Cleared
10 1 (0.65%) AWS Certification
Quality Assurance & Compliance
1 23 (14.94%) California Consumer Privacy Act
1 23 (14.94%) GDPR
2 19 (12.34%) Data Quality
3 3 (1.95%) SLA
System Software
1 48 (31.17%) Docker
2 1 (0.65%) Firmware
Systems Management
1 32 (20.78%) Kubernetes
2 9 (5.84%) Kubeflow
3 4 (2.60%) Terraform
4 3 (1.95%) Ansible
4 3 (1.95%) Argo
Vendors
1 52 (33.77%) Databricks
2 32 (20.78%) OpenAI
3 27 (17.53%) Dell
4 23 (14.94%) Cloudera
5 11 (7.14%) Automation Anywhere
5 11 (7.14%) UiPath
6 10 (6.49%) Microsoft
7 9 (5.84%) Palantir
8 5 (3.25%) Foundry
8 5 (3.25%) Google
9 4 (2.60%) CrowdStrike
9 4 (2.60%) Fortinet
9 4 (2.60%) NVIDIA
9 4 (2.60%) Palo Alto
10 1 (0.65%) Cognizant
10 1 (0.65%) Dataiku
10 1 (0.65%) DataRobot
10 1 (0.65%) IBM