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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 614 560 645
Rank change year-on-year -54 +85 +11
Permanent jobs citing TensorFlow 196 116 148
As % of all permanent jobs in the UK 0.17% 0.23% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.64% 1.34% 0.88%
Number of salaries quoted 62 46 64
10th Percentile £45,000 £46,250 £47,555
25th Percentile £46,563 £52,500 £57,500
Median annual salary (50th Percentile) £70,000 £78,750 £74,500
Median % change year-on-year -11.11% +5.70% -0.67%
75th Percentile £100,000 £97,500 £104,063
90th Percentile £107,500 £121,250 £124,425
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 11,963 8,631 16,809
As % of all permanent jobs advertised in the UK 10.54% 17.37% 21.38%
Number of salaries quoted 8,643 5,530 10,922
10th Percentile £42,000 £40,000 £39,723
25th Percentile £51,181 £52,500 £48,250
Median annual salary (50th Percentile) £67,500 £70,000 £65,000
Median % change year-on-year -3.57% +7.69% -3.70%
75th Percentile £86,000 £87,500 £85,000
90th Percentile £100,000 £115,000 £110,556
UK excluding London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% -4.17%

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 11 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 11 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 -51 178 £70,000 -11.11% 182
London -12 95 £81,250 -14.47% 130
UK excluding London -89 86 £61,250 +11.36% 81
Work from Home +25 78 £50,000 -33.33% 84
Midlands -21 34 £45,500 -24.79% 8
East Midlands -10 27 £38,000 - 4
East of England -18 21 £95,000 +100.00% 10
South East -49 13 £62,500 +19.05% 15
West Midlands -28 7 £97,500 +61.16% 4
South West -76 7 £60,000 +6.67% 14
Wales -64 5 £65,000 - 4
North of England -50 4 £42,000 -23.64% 14
North East -55 2 £42,000 - 3
Northern Ireland - 2 - - 6
North West -30 1 £50,000 -9.09% 11
Yorkshire -49 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 22 (11.22%) Apache Airflow
2 18 (9.18%) Apache Spark
Applications
1 10 (5.10%) Chatbot
2 1 (0.51%) Trello
Business Applications
1 1 (0.51%) NetSuite
Cloud Services
1 100 (51.02%) AWS
2 93 (47.45%) Azure
3 70 (35.71%) GCP
4 27 (13.78%) Power Platform
5 19 (9.69%) Snowflake
6 16 (8.16%) dbt
7 15 (7.65%) Azure Synapse Analytics
8 13 (6.63%) Serverless
9 12 (6.12%) Azure Machine Learning
10 11 (5.61%) Amazon S3
10 11 (5.61%) AWS Lambda
11 8 (4.08%) Amazon Bedrock
12 7 (3.57%) Anthropic Claude
12 7 (3.57%) SaaS
13 6 (3.06%) Amazon SageMaker
14 5 (2.55%) PaaS
14 5 (2.55%) Prefect
14 5 (2.55%) Slack
15 4 (2.04%) Azure AI
15 4 (2.04%) Google Gemini
Communications & Networking
1 13 (6.63%) Broadband
Database & Business Intelligence
1 25 (12.76%) Power BI
2 24 (12.24%) Tableau
3 20 (10.20%) Data Lake
4 17 (8.67%) Data Warehouse
5 16 (8.16%) Amazon Redshift
5 16 (8.16%) BigQuery
6 15 (7.65%) Elasticsearch
6 15 (7.65%) Looker
6 15 (7.65%) Milvus
6 15 (7.65%) Snowflake Schema
7 11 (5.61%) Big Data
7 11 (5.61%) NoSQL
8 9 (4.59%) Pinecone
9 8 (4.08%) Metadata
10 5 (2.55%) Data Mining
10 5 (2.55%) MongoDB
10 5 (2.55%) Oracle BI EE
10 5 (2.55%) QlikView
11 4 (2.04%) Weaviate
12 3 (1.53%) Neo4j
Development Applications
1 26 (13.27%) MLflow
2 14 (7.14%) Git
3 5 (2.55%) Jenkins
4 4 (2.04%) GitLab
5 3 (1.53%) Atlassian Bamboo
5 3 (1.53%) Bitbucket
5 3 (1.53%) Mercurial
5 3 (1.53%) SonarQube
5 3 (1.53%) TeamCity
6 2 (1.02%) Eclipse
6 2 (1.02%) Eclipse RCP
7 1 (0.51%) JIRA
7 1 (0.51%) Yeoman
General
1 65 (33.16%) Finance
2 50 (25.51%) Analytical Skills
3 48 (24.49%) Social Skills
4 27 (13.78%) Banking
5 25 (12.76%) Inclusion and Diversity
6 19 (9.69%) Law
7 18 (9.18%) Marketing
8 14 (7.14%) Public Sector
9 9 (4.59%) Legal
10 5 (2.55%) Aerospace
10 5 (2.55%) Electronics
10 5 (2.55%) Organisational Skills
11 3 (1.53%) Military
12 2 (1.02%) Aviation
12 2 (1.02%) Manufacturing
12 2 (1.02%) Public Speaking
12 2 (1.02%) Wearables
13 1 (0.51%) Advertising
13 1 (0.51%) Investment Banking
13 1 (0.51%) Publishing
Job Titles
1 61 (31.12%) Lead
2 41 (20.92%) Data Scientist
3 31 (15.82%) Senior
4 29 (14.80%) Senior Data Scientist
5 28 (14.29%) Software Engineer
6 26 (13.27%) Lead Data Scientist
7 24 (12.24%) Artificial Intelligence Engineer
8 21 (10.71%) Developer
9 19 (9.69%) Machine Learning Engineer
10 18 (9.18%) Systems Engineer
11 16 (8.16%) Machine Learning Scientist
12 15 (7.65%) Senior Systems Engineer
13 13 (6.63%) Lead Developer
14 10 (5.10%) Data Engineer
15 8 (4.08%) Architect
15 8 (4.08%) Research Scientist
16 7 (3.57%) Artificial Intelligence Architect
17 6 (3.06%) Java Engineer
18 5 (2.55%) Principal Engineer
18 5 (2.55%) Python Developer
Libraries, Frameworks & Software Standards
1 181 (92.35%) PyTorch
2 74 (37.76%) scikit-learn
3 54 (27.55%) LangChain
4 33 (16.84%) Hugging Face
5 26 (13.27%) LangGraph
6 25 (12.76%) LlamaIndex
7 21 (10.71%) Kafka
8 18 (9.18%) Google JAX
8 18 (9.18%) JAX
9 17 (8.67%) Pandas
9 17 (8.67%) pgvector
10 16 (8.16%) NumPy
11 8 (4.08%) OpenCV
12 7 (3.57%) FastAPI
12 7 (3.57%) Keras
13 6 (3.06%) Faiss
13 6 (3.06%) REST
13 6 (3.06%) Spring
13 6 (3.06%) Spring Boot
14 5 (2.55%) RESTful
Miscellaneous
1 55 (28.06%) Cloud Native
2 26 (13.27%) Algorithms
3 24 (12.24%) Product Ownership
4 23 (11.73%) AI Agents
5 20 (10.20%) Public Cloud
6 16 (8.16%) Clustering
7 13 (6.63%) Video\Live Streaming
8 11 (5.61%) Mobile Banking
9 10 (5.10%) Distributed Systems
10 8 (4.08%) Mobile App
11 6 (3.06%) Embedded Systems
12 5 (2.55%) Blog
12 5 (2.55%) Over-the-Top Content
12 5 (2.55%) Reference Data
12 5 (2.55%) Self-Motivation
13 4 (2.04%) Analytical Mindset
14 3 (1.53%) Cyber Defence
14 3 (1.53%) Enterprise Software
14 3 (1.53%) Legacy Systems
14 3 (1.53%) Life Science
Operating Systems
1 6 (3.06%) Apple iOS
2 5 (2.55%) Linux
3 1 (0.51%) Android
Processes & Methodologies
1 190 (96.94%) Machine Learning
2 146 (74.49%) AI
3 120 (61.22%) Data Science
4 94 (47.96%) Software Engineering
5 88 (44.90%) Generative AI
6 84 (42.86%) LLM
7 79 (40.31%) Deep Learning
8 71 (36.22%) MLOps
9 69 (35.20%) Mentoring
10 64 (32.65%) Roadmaps
11 59 (30.10%) Statistics
12 55 (28.06%) Retrieval-Augmented Generation
13 50 (25.51%) Data Pipeline
14 49 (25.00%) Analytics
14 49 (25.00%) CI/CD
15 47 (23.98%) Actionable Insight
15 47 (23.98%) Natural Language Processing
15 47 (23.98%) Prompt Engineering
16 45 (22.96%) Problem-Solving
17 44 (22.45%) Use Case
Programming Languages
1 168 (85.71%) Python
2 74 (37.76%) SQL
3 23 (11.73%) Java
4 13 (6.63%) C++
5 8 (4.08%) R
6 5 (2.55%) Swift
7 4 (2.04%) C
7 4 (2.04%) JavaScript
8 2 (1.02%) Scala
9 1 (0.51%) Data Analysis Expressions
9 1 (0.51%) Gremlin
9 1 (0.51%) T-SQL
Qualifications
1 49 (25.00%) Degree
2 24 (12.24%) PhD
3 23 (11.73%) Security Cleared
4 10 (5.10%) Computer Science Degree
5 8 (4.08%) DV Cleared
6 7 (3.57%) Master's Degree
6 7 (3.57%) SC Cleared
7 6 (3.06%) BPSS Clearance
8 1 (0.51%) AWS Certification
8 1 (0.51%) AWS Certified Solutions Architect
8 1 (0.51%) Azure Certification
8 1 (0.51%) Microsoft Certification
8 1 (0.51%) Microsoft Certified Professional
Quality Assurance & Compliance
1 15 (7.65%) California Consumer Privacy Act
1 15 (7.65%) GDPR
2 8 (4.08%) Data Quality
3 5 (2.55%) Accessibility
4 2 (1.02%) ISO/IEC 42001
System Software
1 23 (11.73%) Docker
2 2 (1.02%) Firmware
Systems Management
1 19 (9.69%) Kubernetes
2 9 (4.59%) Kubeflow
3 3 (1.53%) Ansible
4 2 (1.02%) Argo
Vendors
1 31 (15.82%) Databricks
2 17 (8.67%) Google
2 17 (8.67%) OpenAI
3 15 (7.65%) Cloudera
3 15 (7.65%) Dell
4 14 (7.14%) Microsoft
5 5 (2.55%) Mistral
6 3 (1.53%) Foundry
6 3 (1.53%) Perforce
7 2 (1.02%) Thales
7 2 (1.02%) Workday
8 1 (0.51%) Cognizant
8 1 (0.51%) Dataiku
8 1 (0.51%) DataRobot