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

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 603 554 637
Rank change year-on-year -49 +83 +27
Permanent jobs citing TensorFlow 192 118 154
As % of all permanent jobs in the UK 0.17% 0.24% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.62% 1.37% 0.92%
Number of salaries quoted 61 49 66
10th Percentile £45,000 £46,250 £47,592
25th Percentile £46,250 £52,500 £57,813
Median annual salary (50th Percentile) £70,000 £80,000 £75,000
Median % change year-on-year -12.50% +6.67% -
75th Percentile £100,000 £97,500 £103,438
90th Percentile £107,500 £123,000 £123,875
UK excluding London median annual salary £61,250 £55,000 £65,000
% change year-on-year +11.36% -15.38% -13.33%

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 11,882 8,598 16,686
As % of all permanent jobs advertised in the UK 10.69% 17.43% 21.15%
Number of salaries quoted 8,628 5,520 11,184
10th Percentile £42,500 £40,000 £38,750
25th Percentile £51,250 £51,938 £47,500
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -3.70%
75th Percentile £86,063 £87,500 £83,750
90th Percentile £100,000 £115,000 £110,000
UK excluding London median annual salary £60,000 £60,000 £56,525
% change year-on-year - +6.15% -5.79%

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 5 September 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 5 September 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 -60 174 £72,500 -9.38% 369
London -10 93 £85,000 -10.53% 261
UK excluding London -86 84 £61,250 +11.36% 155
Work from Home +22 77 £50,000 -28.57% 186
Midlands -14 33 £45,500 -24.79% 19
East Midlands -10 27 £38,000 - 7
East of England -25 22 £95,000 +100.00% 22
South East -48 11 £62,500 -37.50% 19
South West -78 7 £60,000 +20.00% 25
West Midlands -34 6 £97,500 +61.16% 12
Wales -61 5 £65,000 - 4
North of England -71 4 £42,000 -23.64% 32
North East -61 2 £42,000 - 3
Northern Ireland - 2 - - 14
North West -17 1 £50,000 -9.09% 27
Yorkshire -51 1 - - 2

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 22 (11.46%) Apache Airflow
2 16 (8.33%) Apache Spark
Applications
1 10 (5.21%) Chatbot
2 1 (0.52%) Trello
Business Applications
1 1 (0.52%) NetSuite
Cloud Services
1 97 (50.52%) AWS
2 89 (46.35%) Azure
3 67 (34.90%) GCP
4 26 (13.54%) Power Platform
5 19 (9.90%) Snowflake
6 16 (8.33%) dbt
7 15 (7.81%) Azure Synapse Analytics
8 13 (6.77%) Serverless
9 12 (6.25%) Azure Machine Learning
10 11 (5.73%) Amazon S3
10 11 (5.73%) AWS Lambda
11 8 (4.17%) Amazon Bedrock
12 7 (3.65%) Anthropic Claude
12 7 (3.65%) SaaS
13 6 (3.13%) Amazon SageMaker
13 6 (3.13%) Slack
14 5 (2.60%) Prefect
15 4 (2.08%) Azure AI
15 4 (2.08%) Google Gemini
15 4 (2.08%) Vertex AI
Communications & Networking
1 14 (7.29%) Broadband
Database & Business Intelligence
1 24 (12.50%) Power BI
2 23 (11.98%) Tableau
3 19 (9.90%) Data Lake
4 17 (8.85%) Data Warehouse
5 16 (8.33%) Amazon Redshift
5 16 (8.33%) BigQuery
6 15 (7.81%) Elasticsearch
6 15 (7.81%) Looker
6 15 (7.81%) Milvus
6 15 (7.81%) Snowflake Schema
7 11 (5.73%) NoSQL
8 10 (5.21%) Big Data
9 9 (4.69%) Pinecone
10 8 (4.17%) Metadata
11 5 (2.60%) MongoDB
12 4 (2.08%) Data Mining
12 4 (2.08%) Oracle BI EE
12 4 (2.08%) QlikView
12 4 (2.08%) Weaviate
13 3 (1.56%) PostgreSQL
Development Applications
1 24 (12.50%) MLflow
2 14 (7.29%) Git
3 5 (2.60%) Jenkins
4 4 (2.08%) GitLab
5 3 (1.56%) Atlassian Bamboo
5 3 (1.56%) Bitbucket
5 3 (1.56%) Mercurial
5 3 (1.56%) SonarQube
5 3 (1.56%) TeamCity
6 2 (1.04%) Eclipse
6 2 (1.04%) Eclipse RCP
7 1 (0.52%) JIRA
7 1 (0.52%) Yeoman
General
1 63 (32.81%) Finance
2 51 (26.56%) Analytical Skills
3 46 (23.96%) Social Skills
4 25 (13.02%) Banking
4 25 (13.02%) Inclusion and Diversity
5 19 (9.90%) Law
6 18 (9.38%) Marketing
7 14 (7.29%) Public Sector
8 8 (4.17%) Legal
9 5 (2.60%) Electronics
10 4 (2.08%) Organisational Skills
11 3 (1.56%) Aerospace
11 3 (1.56%) Military
12 2 (1.04%) Manufacturing
12 2 (1.04%) Public Speaking
12 2 (1.04%) Wearables
13 1 (0.52%) Advertising
13 1 (0.52%) Automotive
13 1 (0.52%) Financial Institution
13 1 (0.52%) Publishing
Job Titles
1 61 (31.77%) Lead
2 40 (20.83%) Data Scientist
3 31 (16.15%) Senior
4 29 (15.10%) Senior Data Scientist
5 26 (13.54%) Lead Data Scientist
5 26 (13.54%) Software Engineer
6 24 (12.50%) Artificial Intelligence Engineer
7 21 (10.94%) Developer
8 18 (9.38%) Systems Engineer
9 17 (8.85%) Machine Learning Engineer
10 16 (8.33%) Machine Learning Scientist
11 15 (7.81%) Senior Systems Engineer
12 13 (6.77%) Lead Developer
13 10 (5.21%) Data Engineer
14 8 (4.17%) Architect
14 8 (4.17%) Research Scientist
15 7 (3.65%) Artificial Intelligence Architect
16 6 (3.13%) Java Engineer
17 5 (2.60%) Principal Engineer
17 5 (2.60%) Python Engineer
Libraries, Frameworks & Software Standards
1 177 (92.19%) PyTorch
2 70 (36.46%) scikit-learn
3 52 (27.08%) LangChain
4 31 (16.15%) Hugging Face
5 25 (13.02%) LlamaIndex
6 24 (12.50%) LangGraph
7 21 (10.94%) Kafka
8 19 (9.90%) Google JAX
8 19 (9.90%) JAX
9 17 (8.85%) pgvector
10 15 (7.81%) Pandas
11 14 (7.29%) NumPy
12 7 (3.65%) Keras
13 6 (3.13%) Faiss
13 6 (3.13%) OpenCV
13 6 (3.13%) REST
13 6 (3.13%) Spring
13 6 (3.13%) Spring Boot
13 6 (3.13%) TFX
14 5 (2.60%) RESTful
Miscellaneous
1 53 (27.60%) Cloud Native
2 25 (13.02%) Algorithms
3 23 (11.98%) AI Agents
4 20 (10.42%) Product Ownership
5 19 (9.90%) Public Cloud
6 16 (8.33%) Clustering
7 14 (7.29%) Video\Live Streaming
8 11 (5.73%) Mobile Banking
9 10 (5.21%) Distributed Systems
10 8 (4.17%) Mobile App
11 6 (3.13%) Embedded Systems
11 6 (3.13%) Over-the-Top Content
12 5 (2.60%) Blog
12 5 (2.60%) Self-Motivation
13 4 (2.08%) Analytical Mindset
13 4 (2.08%) Reference Data
14 3 (1.56%) Cyber Defence
14 3 (1.56%) Enterprise Software
14 3 (1.56%) Legacy Systems
14 3 (1.56%) Life Science
Operating Systems
1 6 (3.13%) Apple iOS
2 5 (2.60%) Linux
3 1 (0.52%) Android
Processes & Methodologies
1 186 (96.88%) Machine Learning
2 142 (73.96%) AI
3 115 (59.90%) Data Science
4 90 (46.88%) Software Engineering
5 85 (44.27%) Generative AI
6 82 (42.71%) LLM
7 76 (39.58%) Deep Learning
8 69 (35.94%) Mentoring
9 67 (34.90%) MLOps
10 61 (31.77%) Roadmaps
11 58 (30.21%) Statistics
12 53 (27.60%) Retrieval-Augmented Generation
13 49 (25.52%) Data Pipeline
14 47 (24.48%) Actionable Insight
14 47 (24.48%) CI/CD
14 47 (24.48%) Prompt Engineering
15 46 (23.96%) Analytics
16 44 (22.92%) Problem-Solving
17 43 (22.40%) Natural Language Processing
18 42 (21.88%) Use Case
Programming Languages
1 164 (85.42%) Python
2 71 (36.98%) SQL
3 22 (11.46%) Java
4 13 (6.77%) C++
5 6 (3.13%) R
6 5 (2.60%) Swift
7 4 (2.08%) C
7 4 (2.08%) JavaScript
8 1 (0.52%) Data Analysis Expressions
8 1 (0.52%) Scala
8 1 (0.52%) T-SQL
Qualifications
1 46 (23.96%) Degree
2 22 (11.46%) Security Cleared
3 21 (10.94%) PhD
4 10 (5.21%) Computer Science Degree
5 8 (4.17%) DV Cleared
6 6 (3.13%) BPSS Clearance
7 5 (2.60%) SC Cleared
8 4 (2.08%) Master's Degree
9 1 (0.52%) AWS Certification
9 1 (0.52%) AWS Certified Solutions Architect
9 1 (0.52%) Azure Certification
9 1 (0.52%) Microsoft Certification
9 1 (0.52%) Microsoft Certified Professional
9 1 (0.52%) Postgraduate
Quality Assurance & Compliance
1 15 (7.81%) California Consumer Privacy Act
1 15 (7.81%) GDPR
2 5 (2.60%) Accessibility
2 5 (2.60%) Data Quality
3 2 (1.04%) ISO/IEC 42001
System Software
1 23 (11.98%) Docker
2 2 (1.04%) Firmware
Systems Management
1 19 (9.90%) Kubernetes
2 10 (5.21%) Kubeflow
3 3 (1.56%) Ansible
4 2 (1.04%) Argo
Vendors
1 30 (15.63%) Databricks
2 17 (8.85%) Google
2 17 (8.85%) OpenAI
3 15 (7.81%) Cloudera
3 15 (7.81%) Dell
4 14 (7.29%) Microsoft
5 5 (2.60%) Mistral
6 3 (1.56%) Foundry
6 3 (1.56%) Perforce
7 2 (1.04%) Workday
8 1 (0.52%) Cognizant
8 1 (0.52%) Dataiku
8 1 (0.52%) DataRobot