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

6 months to
30 Jun 2026
Same period 2025 Same period 2024
Rank 582 548 694
Rank change year-on-year -34 +146 +72
Permanent jobs citing TensorFlow 172 128 210
As % of all permanent jobs in the UK 0.18% 0.28% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.74% 1.46% 0.99%
Number of salaries quoted 46 56 108
10th Percentile £45,000 £45,000 £51,750
25th Percentile £50,625 £54,375 £55,000
Median annual salary (50th Percentile) £70,000 £80,000 £70,000
Median % change year-on-year -12.50% +14.29% -6.67%
75th Percentile £96,250 £97,500 £89,063
90th Percentile £126,250 £120,000 £122,500
UK excluding London median annual salary £60,000 £64,000 £62,500
% change year-on-year -6.25% +2.40% -13.79%

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 9,892 8,765 21,151
As % of all permanent jobs advertised in the UK 10.28% 18.88% 20.05%
Number of salaries quoted 7,419 5,765 16,106
10th Percentile £41,250 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,500 £60,000
Median % change year-on-year -2.26% +10.83% -10.45%
75th Percentile £85,000 £87,500 £79,600
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 30 June 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 30 June 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 -37 156 £67,500 -15.63% 72
Work from Home +33 86 £55,000 -14.06% 30
London +9 84 £87,500 -5.41% 57
UK excluding London -69 75 £60,000 -6.25% 28
Midlands -14 30 £55,000 -12.70% 3
East Midlands -6 26 £52,500 -27.59%
East of England -13 20 £72,500 +13.28% 3
South East -38 7 £62,500 -37.50% 10
South West -64 7 £60,000 +26.32% 3
North of England -72 7 £55,000 -15.38% 3
North West -10 4 £60,000 -17.24% 2
West Midlands -22 4 £55,000 +2.80% 3
North East -47 2 £42,000 - 1
Northern Ireland - 2 - - 1
Scotland +14 1 £100,000 +42.86% 1
Yorkshire -39 1 - -
Wales -49 1 £105,000 - 4

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 35 (20.35%) Apache Airflow
2 32 (18.60%) Apache Spark
3 5 (2.91%) Appian
Applications
1 7 (4.07%) Chatbot
2 1 (0.58%) Trello
Cloud Services
1 88 (51.16%) Azure
2 79 (45.93%) AWS
3 67 (38.95%) GCP
4 32 (18.60%) Snowflake
5 28 (16.28%) Power Platform
6 23 (13.37%) Azure Synapse Analytics
6 23 (13.37%) dbt
7 16 (9.30%) Azure Machine Learning
8 11 (6.40%) Amazon SageMaker
9 10 (5.81%) Anthropic Claude
9 10 (5.81%) Vertex AI
10 9 (5.23%) Azure AI
10 9 (5.23%) Slack
11 7 (4.07%) Amazon Bedrock
11 7 (4.07%) SaaS
12 6 (3.49%) Azure Data Factory
12 6 (3.49%) Dagster
12 6 (3.49%) OpenShift
13 5 (2.91%) Power Automate
13 5 (2.91%) Prefect
Communications & Networking
1 25 (14.53%) Broadband
Database & Business Intelligence
1 31 (18.02%) Amazon Redshift
1 31 (18.02%) Data Warehouse
1 31 (18.02%) Tableau
2 29 (16.86%) BigQuery
2 29 (16.86%) Elasticsearch
2 29 (16.86%) Looker
3 27 (15.70%) Data Lake
4 24 (13.95%) Power BI
5 23 (13.37%) Snowflake Schema
6 20 (11.63%) Metadata
6 20 (11.63%) Pinecone
7 10 (5.81%) Weaviate
8 6 (3.49%) Apache Iceberg
8 6 (3.49%) Delta Lake
9 5 (2.91%) MongoDB
9 5 (2.91%) SQL Server
10 4 (2.33%) Big Data
11 3 (1.74%) NoSQL
11 3 (1.74%) PostgreSQL
12 2 (1.16%) MySQL
Development Applications
1 49 (28.49%) MLflow
2 11 (6.40%) Git
3 3 (1.74%) GitLab
4 2 (1.16%) Jenkins
5 1 (0.58%) JIRA
5 1 (0.58%) Yeoman
General
1 62 (36.05%) Analytical Skills
2 46 (26.74%) Finance
3 36 (20.93%) Social Skills
4 9 (5.23%) Banking
5 6 (3.49%) Manufacturing
6 5 (2.91%) Inclusion and Diversity
7 3 (1.74%) Advertising
7 3 (1.74%) Public Sector
8 2 (1.16%) Electronics
8 2 (1.16%) Legal
8 2 (1.16%) Public Speaking
8 2 (1.16%) Wearables
9 1 (0.58%) Automotive
9 1 (0.58%) Organisational Skills
9 1 (0.58%) Publishing
Job Titles
1 53 (30.81%) Lead
2 42 (24.42%) Senior
3 38 (22.09%) Data Scientist
4 30 (17.44%) Senior Data Scientist
5 27 (15.70%) Lead Data Scientist
6 26 (15.12%) Systems Engineer
7 23 (13.37%) Senior Systems Engineer
8 22 (12.79%) Developer
9 17 (9.88%) Artificial Intelligence Engineer
10 15 (8.72%) Machine Learning Engineer
11 13 (7.56%) Lead Developer
11 13 (7.56%) Software Engineer
12 11 (6.40%) Consultant
13 9 (5.23%) Architect
14 8 (4.65%) Artificial Intelligence Architect
15 7 (4.07%) Artificial Intelligence Consultant
15 7 (4.07%) Data Consultant
15 7 (4.07%) Senior Consultant
16 5 (2.91%) Automation Engineer
16 5 (2.91%) Python Developer
Libraries, Frameworks & Software Standards
1 168 (97.67%) PyTorch
2 57 (33.14%) scikit-learn
3 55 (31.98%) LangChain
4 38 (22.09%) Hugging Face
5 29 (16.86%) LlamaIndex
6 25 (14.53%) Kafka
6 25 (14.53%) pgvector
7 20 (11.63%) LangGraph
8 18 (10.47%) Pandas
9 17 (9.88%) Faiss
9 17 (9.88%) NumPy
10 12 (6.98%) Google JAX
10 12 (6.98%) JAX
11 10 (5.81%) FastAPI
12 9 (5.23%) OpenCV
12 9 (5.23%) TFX
13 8 (4.65%) Flask
13 8 (4.65%) Keras
14 7 (4.07%) REST
15 6 (3.49%) SciPy
Miscellaneous
1 35 (20.35%) Cloud Native
2 27 (15.70%) Algorithms
3 25 (14.53%) Video\Live Streaming
4 24 (13.95%) Clustering
5 23 (13.37%) Public Cloud
6 17 (9.88%) AI Agents
7 16 (9.30%) Product Ownership
8 9 (5.23%) Over-the-Top Content
9 8 (4.65%) Embedded Systems
10 7 (4.07%) Distributed Systems
10 7 (4.07%) Legacy Systems
10 7 (4.07%) Low-Code
11 6 (3.49%) CUDA
12 4 (2.33%) Data Centre
12 4 (2.33%) Enterprise Software
12 4 (2.33%) Management Information System
13 3 (1.74%) Mobile App
13 3 (1.74%) Robotics
14 2 (1.16%) Data Structures
14 2 (1.16%) Raspberry Pi
Operating Systems
1 5 (2.91%) Linux
2 2 (1.16%) Robot Operating System
3 1 (0.58%) Android
3 1 (0.58%) Apple iOS
Processes & Methodologies
1 164 (95.35%) Machine Learning
2 140 (81.40%) AI
3 118 (68.60%) Data Science
4 101 (58.72%) Generative AI
5 68 (39.53%) Roadmaps
6 67 (38.95%) Retrieval-Augmented Generation
7 66 (38.37%) MLOps
8 64 (37.21%) Data Pipeline
9 63 (36.63%) Mentoring
10 61 (35.47%) LLM
11 60 (34.88%) Use Case
12 59 (34.30%) Software Engineering
13 58 (33.72%) Deep Learning
14 54 (31.40%) Statistics
15 52 (30.23%) CI/CD
15 52 (30.23%) Data Engineering
16 47 (27.33%) Feature Engineering
17 45 (26.16%) Analytics
18 41 (23.84%) Prompt Engineering
19 40 (23.26%) Actionable Insight
Programming Languages
1 163 (94.77%) Python
2 65 (37.79%) SQL
3 13 (7.56%) Java
4 12 (6.98%) C++
5 6 (3.49%) Bash
5 6 (3.49%) Go
5 6 (3.49%) Scala
6 4 (2.33%) C
6 4 (2.33%) R
7 2 (1.16%) JavaScript
8 1 (0.58%) PowerShell
Qualifications
1 33 (19.19%) Degree
2 11 (6.40%) Security Cleared
3 9 (5.23%) Master's Degree
4 7 (4.07%) PhD
5 5 (2.91%) Computer Science Degree
6 3 (1.74%) Azure Certification
6 3 (1.74%) DV Cleared
6 3 (1.74%) Postgraduate
7 2 (1.16%) AWS Certification
7 2 (1.16%) Microsoft Certification
7 2 (1.16%) SC Cleared
8 1 (0.58%) AWS Certified Solutions Architect
8 1 (0.58%) Microsoft Certified Professional
8 1 (0.58%) Numerate Degree
Quality Assurance & Compliance
1 23 (13.37%) California Consumer Privacy Act
1 23 (13.37%) GDPR
2 12 (6.98%) Data Quality
System Software
1 30 (17.44%) Docker
2 2 (1.16%) Firmware
Systems Management
1 20 (11.63%) Kubernetes
2 13 (7.56%) Kubeflow
3 3 (1.74%) Argo
4 1 (0.58%) Terraform
Vendors
1 46 (26.74%) Databricks
2 27 (15.70%) Dell
3 23 (13.37%) Cloudera
4 20 (11.63%) OpenAI
5 10 (5.81%) Google
6 6 (3.49%) Microsoft
6 6 (3.49%) Palantir
7 5 (2.91%) Automation Anywhere
7 5 (2.91%) UiPath
8 4 (2.33%) NVIDIA
9 2 (1.16%) Foundry
10 1 (0.58%) Cognizant
10 1 (0.58%) CrowdStrike
10 1 (0.58%) Dataiku
10 1 (0.58%) DataRobot
10 1 (0.58%) Fortinet
10 1 (0.58%) IBM
10 1 (0.58%) Palo Alto