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

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 573 555 691
Rank change year-on-year -18 +136 +113
Permanent jobs citing TensorFlow 163 93 202
As % of all permanent jobs in the UK 0.18% 0.22% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.76% 1.13% 0.98%
Number of salaries quoted 45 48 107
10th Percentile £45,000 £44,250 £49,073
25th Percentile £46,939 £60,875 £55,000
Median annual salary (50th Percentile) £64,500 £80,000 £70,000
Median % change year-on-year -19.38% +14.29% -6.67%
75th Percentile £91,250 £98,750 £88,750
90th Percentile £111,000 £124,750 £122,500
UK excluding London median annual salary £57,500 £70,000 £62,500
% change year-on-year -17.86% +12.00% -

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 9,252 8,222 20,545
As % of all permanent jobs advertised in the UK 9.95% 19.34% 20.71%
Number of salaries quoted 6,849 5,534 15,839
10th Percentile £40,000 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,253 £60,000
Median % change year-on-year -1.89% +10.42% -11.11%
75th Percentile £85,000 £87,500 £78,750
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 27 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 27 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 +1 149 £63,500 -23.03% 111
London +25 81 £85,000 -10.53% 67
UK excluding London -39 70 £57,500 -17.86% 52
Work from Home +46 69 £55,000 -14.06% 52
Midlands -11 22 £55,000 -12.70% 5
East of England -16 22 £66,250 +3.52% 9
East Midlands -17 18 £70,000 -3.45% 3
North of England -31 9 £60,000 -27.27% 12
South East -19 7 £50,000 -50.00% 13
South West -59 7 £60,000 +33.33% 7
North West -14 6 £61,250 -28.15% 9
West Midlands -33 4 £52,500 -1.87% 2
North East - 2 £42,000 - 2
Northern Ireland - 2 - -
Scotland -4 1 £100,000 +42.86% 2
Yorkshire -45 1 - - 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 39 (23.93%) Apache Spark
2 38 (23.31%) Apache Airflow
3 10 (6.13%) Appian
Applications
1 7 (4.29%) Chatbot
2 1 (0.61%) Trello
Cloud Services
1 86 (52.76%) Azure
2 68 (41.72%) AWS
3 57 (34.97%) GCP
4 35 (21.47%) Snowflake
5 29 (17.79%) Power Platform
6 26 (15.95%) Azure Machine Learning
7 23 (14.11%) Azure Synapse Analytics
7 23 (14.11%) dbt
8 16 (9.82%) Azure AI
9 14 (8.59%) Anthropic Claude
10 13 (7.98%) Vertex AI
11 11 (6.75%) Amazon SageMaker
12 10 (6.13%) Azure Data Factory
13 9 (5.52%) Dagster
13 9 (5.52%) Power Automate
14 7 (4.29%) Slack
15 6 (3.68%) OpenShift
15 6 (3.68%) Prefect
16 5 (3.07%) Azure DevOps
17 4 (2.45%) H2O.ai
Communications & Networking
1 20 (12.27%) Broadband
Database & Business Intelligence
1 37 (22.70%) Data Warehouse
2 35 (21.47%) Tableau
3 34 (20.86%) Amazon Redshift
4 32 (19.63%) BigQuery
4 32 (19.63%) Elasticsearch
4 32 (19.63%) Looker
5 27 (16.56%) Data Lake
6 26 (15.95%) Pinecone
7 23 (14.11%) Power BI
7 23 (14.11%) Snowflake Schema
8 16 (9.82%) Metadata
9 14 (8.59%) Weaviate
10 9 (5.52%) Apache Iceberg
10 9 (5.52%) Delta Lake
10 9 (5.52%) SQL Server
11 7 (4.29%) Big Data
12 6 (3.68%) Hadoop
13 3 (1.84%) MongoDB
14 2 (1.23%) Neo4j
15 1 (0.61%) NoSQL
Development Applications
1 64 (39.26%) MLflow
2 11 (6.75%) Git
3 3 (1.84%) GitLab
4 2 (1.23%) Jenkins
5 1 (0.61%) JIRA
General
1 57 (34.97%) Analytical Skills
2 37 (22.70%) Finance
3 36 (22.09%) Social Skills
4 9 (5.52%) Inclusion and Diversity
5 6 (3.68%) Manufacturing
6 3 (1.84%) Banking
6 3 (1.84%) Public Sector
7 2 (1.23%) Advertising
7 2 (1.23%) Electronics
7 2 (1.23%) Legal
7 2 (1.23%) Marketing
7 2 (1.23%) Organisational Skills
7 2 (1.23%) Wearables
8 1 (0.61%) Automotive
8 1 (0.61%) Digital Economy
8 1 (0.61%) Financial Institution
8 1 (0.61%) Law
8 1 (0.61%) Presentation Skills
8 1 (0.61%) Publishing
Job Titles
1 46 (28.22%) Senior
2 43 (26.38%) Lead
3 33 (20.25%) Data Scientist
4 26 (15.95%) Systems Engineer
5 24 (14.72%) Senior Data Scientist
6 23 (14.11%) Senior Systems Engineer
7 20 (12.27%) Consultant
7 20 (12.27%) Lead Data Scientist
8 15 (9.20%) Artificial Intelligence Engineer
8 15 (9.20%) Developer
9 13 (7.98%) Artificial Intelligence Consultant
9 13 (7.98%) Data Consultant
9 13 (7.98%) Senior Consultant
10 10 (6.13%) Machine Learning Engineer
11 9 (5.52%) Automation Engineer
12 7 (4.29%) Software Engineer
13 6 (3.68%) Architect
13 6 (3.68%) Artificial Intelligence Architect
13 6 (3.68%) Lead Developer
14 5 (3.07%) Python Developer
Libraries, Frameworks & Software Standards
1 153 (93.87%) PyTorch
2 61 (37.42%) scikit-learn
3 49 (30.06%) LangChain
4 33 (20.25%) Hugging Face
5 29 (17.79%) LlamaIndex
6 28 (17.18%) Pandas
7 25 (15.34%) pgvector
8 24 (14.72%) Kafka
9 23 (14.11%) NumPy
10 22 (13.50%) Faiss
11 16 (9.82%) Google JAX
11 16 (9.82%) JAX
12 12 (7.36%) FastAPI
13 10 (6.13%) Django
13 10 (6.13%) Flask
13 10 (6.13%) Keras
13 10 (6.13%) LangGraph
13 10 (6.13%) REST
14 9 (5.52%) OAuth
14 9 (5.52%) pytest
Miscellaneous
1 31 (19.02%) Cloud Native
2 25 (15.34%) Algorithms
3 24 (14.72%) Clustering
4 23 (14.11%) Public Cloud
5 19 (11.66%) Video\Live Streaming
6 15 (9.20%) AI Agents
7 13 (7.98%) Low-Code
8 12 (7.36%) Product Ownership
9 11 (6.75%) Legacy Systems
10 9 (5.52%) CUDA
11 7 (4.29%) Embedded Systems
11 7 (4.29%) Over-the-Top Content
12 6 (3.68%) Enterprise Software
13 5 (3.07%) Life Science
14 4 (2.45%) Cyber Threat
14 4 (2.45%) Data Centre
14 4 (2.45%) Distributed Systems
14 4 (2.45%) Management Information System
15 3 (1.84%) Robotics
16 2 (1.23%) Mobile App
Operating Systems
1 5 (3.07%) Linux
2 2 (1.23%) Robot Operating System
Processes & Methodologies
1 153 (93.87%) Machine Learning
2 133 (81.60%) AI
3 107 (65.64%) Data Science
4 93 (57.06%) Generative AI
5 67 (41.10%) Retrieval-Augmented Generation
6 64 (39.26%) Data Pipeline
6 64 (39.26%) LLM
7 60 (36.81%) MLOps
8 58 (35.58%) Data Engineering
9 56 (34.36%) Roadmaps
10 54 (33.13%) Use Case
11 53 (32.52%) Analytics
11 53 (32.52%) Feature Engineering
12 52 (31.90%) CI/CD
13 48 (29.45%) Prompt Engineering
14 47 (28.83%) Deep Learning
15 44 (26.99%) Statistics
16 43 (26.38%) Software Engineering
17 41 (25.15%) Mentoring
18 39 (23.93%) Computer Science
Programming Languages
1 155 (95.09%) Python
2 63 (38.65%) SQL
3 12 (7.36%) Java
4 10 (6.13%) Go
5 9 (5.52%) Bash
5 9 (5.52%) R
5 9 (5.52%) Scala
6 7 (4.29%) C++
7 5 (3.07%) JavaScript
8 4 (2.45%) C
8 4 (2.45%) PowerShell
9 1 (0.61%) PHP
9 1 (0.61%) TypeScript
Qualifications
1 48 (29.45%) Degree
2 14 (8.59%) Master's Degree
3 12 (7.36%) PhD
4 11 (6.75%) Security Cleared
5 7 (4.29%) Computer Science Degree
6 5 (3.07%) Microsoft Certification
7 4 (2.45%) Azure Certification
7 4 (2.45%) Numerate Degree
7 4 (2.45%) SC Cleared
8 3 (1.84%) DV Cleared
8 3 (1.84%) Postgraduate
9 1 (0.61%) AWS Certification
Quality Assurance & Compliance
1 23 (14.11%) California Consumer Privacy Act
1 23 (14.11%) GDPR
2 18 (11.04%) Data Quality
3 1 (0.61%) SLA
System Software
1 42 (25.77%) Docker
2 2 (1.23%) Firmware
Systems Management
1 26 (15.95%) Kubernetes
2 11 (6.75%) Kubeflow
3 3 (1.84%) Argo
4 2 (1.23%) Terraform
5 1 (0.61%) Ansible
Vendors
1 52 (31.90%) Databricks
2 28 (17.18%) OpenAI
3 27 (16.56%) Dell
4 23 (14.11%) Cloudera
5 10 (6.13%) Microsoft
6 9 (5.52%) Automation Anywhere
6 9 (5.52%) Palantir
6 9 (5.52%) UiPath
7 5 (3.07%) Foundry
7 5 (3.07%) Google
8 4 (2.45%) CrowdStrike
8 4 (2.45%) Fortinet
8 4 (2.45%) NVIDIA
8 4 (2.45%) Palo Alto
9 1 (0.61%) Cognizant
9 1 (0.61%) Dataiku
9 1 (0.61%) DataRobot
9 1 (0.61%) IBM