TensorFlow Job Trends

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 16 November 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 533 638 607
Rank change year-on-year +105 -31 +152
Permanent jobs citing TensorFlow 137 113 124
As % of all permanent jobs in the UK 0.26% 0.17% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.88% 0.83% 0.87%
Number of salaries quoted 59 64 100
10th Percentile £49,500 £56,400 £47,500
25th Percentile £59,375 £64,688 £57,500
Median annual salary (50th Percentile) £75,000 £85,000 £75,000
Median % change year-on-year -11.76% +13.33% -3.23%
75th Percentile £97,500 £102,813 £90,000
90th Percentile £115,000 £125,950 £125,500
UK excluding London median annual salary £63,750 £67,500 £70,000
% change year-on-year -5.56% -3.57% +23.35%

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 7,295 13,676 14,298
As % of all permanent jobs advertised in the UK 13.85% 20.17% 26.87%
Number of salaries quoted 5,188 8,231 11,700
10th Percentile £36,250 £39,500 £41,250
25th Percentile £50,000 £48,912 £50,686
Median annual salary (50th Percentile) £67,500 £65,000 £65,799
Median % change year-on-year +3.85% -1.21% +1.23%
75th Percentile £86,250 £85,000 £85,000
90th Percentile £115,000 £110,000 £106,289
UK excluding London median annual salary £57,500 £57,500 £57,500

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 16 November 2025.

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 16 November 2025. 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 +126 133 £76,250 -11.59% 311
London +70 68 £95,000 -2.56% 224
UK excluding London +103 66 £63,750 -5.56% 107
Work from Home +73 24 £76,250 -10.29% 188
South East +43 19 £52,500 -22.22% 33
North of England +51 16 £65,000 -5.45% 33
East of England +27 13 £47,500 -40.63% 7
North West +51 10 £65,000 -1.89% 28
Midlands +61 8 £67,500 +22.17% 9
South West +26 8 £85,000 -10.05% 12
Yorkshire +15 5 £63,000 -18.71% 5
East Midlands +23 4 - - 2
West Midlands - 4 £67,500 - 7
Scotland -6 1 - - 6
Wales - 1 - - 2
North East - 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 38 (27.74%) Apache Spark
2 10 (7.30%) Apache Airflow
3 2 (1.46%) Appian
4 1 (0.73%) Apache
4 1 (0.73%) nginx
4 1 (0.73%) SAS
Applications
1 1 (0.73%) GNU Octave
Business Applications
1 1 (0.73%) NetSuite
1 1 (0.73%) Odoo
Cloud Services
1 76 (55.47%) AWS
2 58 (42.34%) Azure
3 49 (35.77%) GCP
4 23 (16.79%) Amazon EKS
5 22 (16.06%) Amazon S3
6 19 (13.87%) Amazon ELB
7 14 (10.22%) Azure Monitor
8 13 (9.49%) H2O.ai
8 13 (9.49%) OpenShift
9 10 (7.30%) Amazon SageMaker
10 8 (5.84%) Serverless
11 7 (5.11%) Amazon EC2
12 6 (4.38%) Amazon Bedrock
12 6 (4.38%) AWS Lambda
12 6 (4.38%) Prefect
13 5 (3.65%) Azure Machine Learning
13 5 (3.65%) GitHub
14 4 (2.92%) Amazon EMR
14 4 (2.92%) Amazon Kinesis
14 4 (2.92%) SaaS
Communications & Networking
1 2 (1.46%) Broadband
Database & Business Intelligence
1 32 (23.36%) Metadata
2 25 (18.25%) DynamoDB
3 19 (13.87%) Delta Lake
3 19 (13.87%) Spark SQL
4 17 (12.41%) Data Lake
5 10 (7.30%) NoSQL
6 9 (6.57%) Big Data
7 6 (4.38%) MySQL
7 6 (4.38%) PostgreSQL
8 4 (2.92%) Amazon Aurora
8 4 (2.92%) Amazon RDS
8 4 (2.92%) Electronic Patient Records
8 4 (2.92%) Tableau
9 3 (2.19%) Pinecone
10 2 (1.46%) Data Mining
10 2 (1.46%) Data Warehouse
10 2 (1.46%) Hadoop
10 2 (1.46%) MongoDB
10 2 (1.46%) Relational Database
11 1 (0.73%) SQL Server
Development Applications
1 31 (22.63%) MLflow
2 9 (6.57%) Git
3 1 (0.73%) GitLab
3 1 (0.73%) Jenkins
3 1 (0.73%) Vite
General
1 72 (52.55%) Social Skills
2 55 (40.15%) Finance
3 21 (15.33%) Law
4 19 (13.87%) Manufacturing
5 17 (12.41%) Legal
6 14 (10.22%) Marketing
7 11 (8.03%) Analytical Skills
8 7 (5.11%) Public Sector
9 6 (4.38%) Inclusion and Diversity
10 5 (3.65%) Electronics
10 5 (3.65%) Games
11 4 (2.92%) Banking
11 4 (2.92%) Telecoms
12 1 (0.73%) Aerospace
12 1 (0.73%) Back Office
12 1 (0.73%) Financial Institution
12 1 (0.73%) Health Technology
12 1 (0.73%) Investment Banking
12 1 (0.73%) Tech for Good
Job Titles
1 30 (21.90%) Machine Learning Engineer
2 29 (21.17%) Senior
3 19 (13.87%) Operations Engineer
4 14 (10.22%) Data Scientist
5 13 (9.49%) Artificial Intelligence Engineer
5 13 (9.49%) Senior Manager
6 11 (8.03%) Lead
7 9 (6.57%) Consultant
8 8 (5.84%) Developer
9 7 (5.11%) Data Engineer
9 7 (5.11%) Software Engineer
10 5 (3.65%) Artificial Intelligence Developer
10 5 (3.65%) Head of AI
10 5 (3.65%) Machine Learning Consultant
11 4 (2.92%) Associate Engineer
11 4 (2.92%) Senior Data Scientist
11 4 (2.92%) Senior Software Engineer
12 3 (2.19%) Data Consultant
12 3 (2.19%) Senior Data Engineer
12 3 (2.19%) Senior Developer
Libraries, Frameworks & Software Standards
1 127 (92.70%) PyTorch
2 59 (43.07%) scikit-learn
3 38 (27.74%) Hugging Face
3 38 (27.74%) Keras
4 37 (27.01%) Pandas
5 27 (19.71%) LangChain
5 27 (19.71%) NumPy
6 19 (13.87%) Lambda Expressions
6 19 (13.87%) Metaflow
6 19 (13.87%) PySpark
6 19 (13.87%) YAML
7 10 (7.30%) FastAPI
8 9 (6.57%) Google JAX
8 9 (6.57%) JAX
8 9 (6.57%) Kafka
9 6 (4.38%) XGBoost
10 5 (3.65%) Django
10 5 (3.65%) JWT
10 5 (3.65%) LangGraph
10 5 (3.65%) OAuth
Miscellaneous
1 22 (16.06%) Algorithms
2 19 (13.87%) Linux Command Line
3 13 (9.49%) Data Centre
3 13 (9.49%) Management Information System
4 10 (7.30%) AI Agents
5 7 (5.11%) Distributed Systems
6 6 (4.38%) Data Structures
7 5 (3.65%) Cloud Native
8 4 (2.92%) Public Cloud
9 3 (2.19%) CUDA
9 3 (2.19%) Robotics
10 2 (1.46%) Legacy Systems
10 2 (1.46%) Product Ownership
10 2 (1.46%) Team-Oriented Environment
11 1 (0.73%) Autonomous Agent
11 1 (0.73%) Genomics
11 1 (0.73%) Greenfield Project
11 1 (0.73%) Low-Code
11 1 (0.73%) Omics
11 1 (0.73%) Sports Betting
Operating Systems
1 21 (15.33%) Unix
2 1 (0.73%) Linux
2 1 (0.73%) Ubuntu
Processes & Methodologies
1 130 (94.89%) Machine Learning
2 126 (91.97%) AI
3 83 (60.58%) Data Science
4 65 (47.45%) MLOps
5 58 (42.34%) Generative AI
6 57 (41.61%) LLM
7 50 (36.50%) Computer Science
8 49 (35.77%) CI/CD
9 40 (29.20%) Analytics
10 39 (28.47%) Containerisation
11 33 (24.09%) Observability
12 32 (23.36%) Metadata Management
13 31 (22.63%) Natural Language Processing
14 30 (21.90%) Software Engineering
15 29 (21.17%) Data Engineering
15 29 (21.17%) Retrieval-Augmented Generation
16 27 (19.71%) Deep Learning
16 27 (19.71%) Service Delivery
17 25 (18.25%) Roadmaps
17 25 (18.25%) Visualisation
Programming Languages
1 103 (75.18%) Python
2 48 (35.04%) SQL
3 13 (9.49%) Java
4 8 (5.84%) C++
4 8 (5.84%) R
5 5 (3.65%) Rust
6 4 (2.92%) Bash
7 3 (2.19%) C
7 3 (2.19%) JavaScript
7 3 (2.19%) PHP
7 3 (2.19%) TypeScript
8 2 (1.46%) Go
8 2 (1.46%) Perl
9 1 (0.73%) C#
9 1 (0.73%) Julia
9 1 (0.73%) MATLAB
9 1 (0.73%) Scala
Qualifications
1 55 (40.15%) Degree
2 42 (30.66%) Master's Degree
3 35 (25.55%) Computer Science Degree
4 14 (10.22%) PhD
5 9 (6.57%) Security Cleared
6 5 (3.65%) MCP
7 4 (2.92%) SC Cleared
8 3 (2.19%) Postgraduate
9 2 (1.46%) AWS Certification
9 2 (1.46%) DBS Check
9 2 (1.46%) DV Cleared
10 1 (0.73%) BPSS Clearance
10 1 (0.73%) CISM
10 1 (0.73%) CISSP
Quality Assurance & Compliance
1 18 (13.14%) Data Quality
2 2 (1.46%) GDPR
2 2 (1.46%) ISO/IEC 27001
2 2 (1.46%) NIST
3 1 (0.73%) EU AI Act
3 1 (0.73%) ISO 13485
3 1 (0.73%) NIST 800
3 1 (0.73%) SLA
System Software
1 44 (32.12%) Docker
Systems Management
1 42 (30.66%) Kubernetes
2 27 (19.71%) Kubeflow
3 26 (18.98%) Terraform
4 15 (10.95%) Prometheus
5 14 (10.22%) Grafana
6 4 (2.92%) Single Sign-On
7 1 (0.73%) Ansible
Vendors
1 41 (29.93%) Databricks
2 23 (16.79%) OpenAI
3 14 (10.22%) NVIDIA
4 13 (9.49%) Dell
5 8 (5.84%) Microsoft
6 5 (3.65%) Google
6 5 (3.65%) SAP
7 1 (0.73%) Altera
7 1 (0.73%) Automation Anywhere
7 1 (0.73%) Foundry
7 1 (0.73%) Informatica
7 1 (0.73%) Red Hat
7 1 (0.73%) UiPath
7 1 (0.73%) YouTube