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

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 515 635 611
Rank change year-on-year +120 -24 +162
Permanent jobs citing TensorFlow 143 114 115
As % of all permanent jobs in the UK 0.27% 0.17% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.94% 0.83% 0.83%
Number of salaries quoted 60 66 91
10th Percentile £49,750 £54,375 £45,750
25th Percentile £59,688 £62,813 £56,250
Median annual salary (50th Percentile) £76,250 £83,750 £72,000
Median % change year-on-year -8.96% +16.32% -7.10%
75th Percentile £97,500 £102,500 £90,000
90th Percentile £115,000 £125,750 £130,000
UK excluding London median annual salary £65,000 £65,000 £65,000
% change year-on-year - - +14.54%

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 7,365 13,663 13,798
As % of all permanent jobs advertised in the UK 13.88% 20.33% 26.65%
Number of salaries quoted 5,261 8,209 11,302
10th Percentile £36,250 £39,250 £41,250
25th Percentile £50,000 £49,250 £50,313
Median annual salary (50th Percentile) £67,500 £65,000 £65,351
Median % change year-on-year +3.85% -0.54% +0.54%
75th Percentile £85,700 £85,000 £85,000
90th Percentile £115,000 £110,000 £106,250
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 20 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 20 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 +149 139 £77,500 -8.82% 293
London +59 71 £95,000 -2.56% 215
UK excluding London +83 67 £65,000 - 96
Work from Home +59 24 £76,250 -10.29% 149
South East +57 20 £56,250 -13.46% 29
North of England +51 16 £65,000 -5.45% 28
East of England +28 13 £47,500 -40.63% 7
North West +43 10 £65,000 -1.89% 24
Midlands +66 8 £67,500 +22.17% 9
South West +22 8 £85,000 -10.05% 12
Yorkshire +8 5 £63,000 -18.71% 4
East Midlands +21 4 - - 2
West Midlands - 4 £67,500 - 7
Scotland -2 1 - - 5
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 (26.57%) Apache Spark
2 11 (7.69%) Apache Airflow
3 4 (2.80%) Appian
4 1 (0.70%) Apache
4 1 (0.70%) nginx
4 1 (0.70%) SAS
Applications
1 1 (0.70%) GNU Octave
Business Applications
1 1 (0.70%) NetSuite
1 1 (0.70%) Odoo
Cloud Services
1 78 (54.55%) AWS
2 62 (43.36%) Azure
3 49 (34.27%) GCP
4 23 (16.08%) Amazon EKS
5 22 (15.38%) Amazon S3
6 19 (13.29%) Amazon ELB
7 14 (9.79%) Azure Monitor
8 13 (9.09%) H2O.ai
8 13 (9.09%) OpenShift
9 10 (6.99%) Amazon SageMaker
10 9 (6.29%) Serverless
11 7 (4.90%) Amazon EC2
11 7 (4.90%) Prefect
12 6 (4.20%) Amazon Bedrock
12 6 (4.20%) AWS Lambda
12 6 (4.20%) GitHub
13 5 (3.50%) Azure Machine Learning
13 5 (3.50%) GitHub Actions
13 5 (3.50%) SaaS
14 4 (2.80%) Amazon EMR
Communications & Networking
1 2 (1.40%) Broadband
1 2 (1.40%) InfiniBand
Database & Business Intelligence
1 32 (22.38%) Metadata
2 25 (17.48%) DynamoDB
3 19 (13.29%) Delta Lake
3 19 (13.29%) Spark SQL
4 17 (11.89%) Data Lake
5 10 (6.99%) NoSQL
6 9 (6.29%) Big Data
7 6 (4.20%) MySQL
7 6 (4.20%) PostgreSQL
8 5 (3.50%) Pinecone
9 4 (2.80%) Amazon Aurora
9 4 (2.80%) Amazon RDS
9 4 (2.80%) Electronic Patient Records
9 4 (2.80%) Tableau
10 2 (1.40%) Data Mining
10 2 (1.40%) Data Warehouse
10 2 (1.40%) Hadoop
10 2 (1.40%) MongoDB
10 2 (1.40%) Relational Database
10 2 (1.40%) SQL Server
Development Applications
1 32 (22.38%) MLflow
2 9 (6.29%) Git
3 1 (0.70%) GitLab
3 1 (0.70%) Jenkins
3 1 (0.70%) Vite
General
1 74 (51.75%) Social Skills
2 57 (39.86%) Finance
3 21 (14.69%) Law
4 20 (13.99%) Manufacturing
5 17 (11.89%) Legal
6 14 (9.79%) Marketing
7 11 (7.69%) Analytical Skills
8 8 (5.59%) Public Sector
9 6 (4.20%) Inclusion and Diversity
10 5 (3.50%) Electronics
10 5 (3.50%) Games
11 4 (2.80%) Banking
11 4 (2.80%) Telecoms
12 1 (0.70%) Aerospace
12 1 (0.70%) Back Office
12 1 (0.70%) Financial Institution
12 1 (0.70%) Health Technology
12 1 (0.70%) Investment Banking
12 1 (0.70%) Tech for Good
Job Titles
1 30 (20.98%) Machine Learning Engineer
2 29 (20.28%) Senior
3 19 (13.29%) Operations Engineer
4 15 (10.49%) Artificial Intelligence Engineer
5 14 (9.79%) Data Scientist
6 13 (9.09%) Senior Manager
7 12 (8.39%) Lead
8 9 (6.29%) Consultant
9 8 (5.59%) Developer
10 7 (4.90%) Data Engineer
10 7 (4.90%) Software Engineer
11 5 (3.50%) Artificial Intelligence Developer
11 5 (3.50%) Head of AI
11 5 (3.50%) Machine Learning Consultant
12 4 (2.80%) Associate Engineer
12 4 (2.80%) Senior Data Scientist
12 4 (2.80%) Senior Software Engineer
13 3 (2.10%) Data Consultant
13 3 (2.10%) Senior Data Engineer
13 3 (2.10%) Senior Developer
Libraries, Frameworks & Software Standards
1 133 (93.01%) PyTorch
2 61 (42.66%) scikit-learn
3 40 (27.97%) Hugging Face
4 38 (26.57%) Keras
4 38 (26.57%) Pandas
5 28 (19.58%) LangChain
5 28 (19.58%) NumPy
6 19 (13.29%) Lambda Expressions
6 19 (13.29%) Metaflow
6 19 (13.29%) PySpark
6 19 (13.29%) YAML
7 12 (8.39%) FastAPI
8 9 (6.29%) Google JAX
8 9 (6.29%) JAX
8 9 (6.29%) Kafka
9 7 (4.90%) Django
10 6 (4.20%) JWT
10 6 (4.20%) OAuth
10 6 (4.20%) REST
10 6 (4.20%) XGBoost
Miscellaneous
1 22 (15.38%) Algorithms
2 19 (13.29%) Linux Command Line
3 13 (9.09%) Data Centre
3 13 (9.09%) Management Information System
4 10 (6.99%) AI Agents
5 8 (5.59%) Distributed Systems
6 6 (4.20%) Cloud Native
6 6 (4.20%) Data Structures
7 5 (3.50%) CUDA
8 4 (2.80%) Public Cloud
9 3 (2.10%) Legacy Systems
9 3 (2.10%) Robotics
10 2 (1.40%) Greenfield Project
10 2 (1.40%) Hackathon
10 2 (1.40%) Low-Code
10 2 (1.40%) Product Ownership
10 2 (1.40%) Team-Oriented Environment
11 1 (0.70%) Autonomous Agent
11 1 (0.70%) Genomics
11 1 (0.70%) Omics
Operating Systems
1 21 (14.69%) Unix
2 3 (2.10%) Linux
3 1 (0.70%) Ubuntu
3 1 (0.70%) Windows
Processes & Methodologies
1 135 (94.41%) Machine Learning
2 132 (92.31%) AI
3 83 (58.04%) Data Science
4 68 (47.55%) MLOps
5 61 (42.66%) LLM
6 60 (41.96%) Generative AI
7 52 (36.36%) CI/CD
8 50 (34.97%) Computer Science
9 43 (30.07%) Containerisation
10 41 (28.67%) Analytics
11 35 (24.48%) Observability
12 32 (22.38%) Metadata Management
12 32 (22.38%) Natural Language Processing
12 32 (22.38%) Retrieval-Augmented Generation
12 32 (22.38%) Software Engineering
13 31 (21.68%) Data Engineering
14 28 (19.58%) Deep Learning
14 28 (19.58%) Roadmaps
15 27 (18.88%) Data Pipeline
15 27 (18.88%) Service Delivery
Programming Languages
1 108 (75.52%) Python
2 49 (34.27%) SQL
3 14 (9.79%) Java
4 8 (5.59%) C++
4 8 (5.59%) R
5 6 (4.20%) Bash
6 5 (3.50%) Go
6 5 (3.50%) Rust
7 4 (2.80%) JavaScript
7 4 (2.80%) TypeScript
8 3 (2.10%) C
8 3 (2.10%) PHP
9 2 (1.40%) Perl
10 1 (0.70%) C#
10 1 (0.70%) Julia
10 1 (0.70%) MATLAB
10 1 (0.70%) Scala
Qualifications
1 55 (38.46%) Degree
2 42 (29.37%) Master's Degree
3 35 (24.48%) Computer Science Degree
4 14 (9.79%) PhD
5 12 (8.39%) Security Cleared
6 6 (4.20%) SC Cleared
7 5 (3.50%) MCP
8 4 (2.80%) DV Cleared
9 3 (2.10%) CISSP
9 3 (2.10%) Postgraduate
10 2 (1.40%) AWS Certification
10 2 (1.40%) CESG Certified Professional
10 2 (1.40%) DBS Check
10 2 (1.40%) OSCP
11 1 (0.70%) BPSS Clearance
11 1 (0.70%) CISM
Quality Assurance & Compliance
1 19 (13.29%) Data Quality
2 4 (2.80%) NIST
3 3 (2.10%) NIST 800
4 2 (1.40%) Def Stans
4 2 (1.40%) GDPR
4 2 (1.40%) ISO/IEC 27001
4 2 (1.40%) JSP 440
4 2 (1.40%) NCSC
4 2 (1.40%) SLA
5 1 (0.70%) EU AI Act
5 1 (0.70%) ISO 13485
System Software
1 46 (32.17%) Docker
2 2 (1.40%) GPFS
2 2 (1.40%) Lustre
2 2 (1.40%) Slurm Workload Manager
Systems Management
1 44 (30.77%) Kubernetes
2 29 (20.28%) Terraform
3 27 (18.88%) Kubeflow
4 15 (10.49%) Prometheus
5 14 (9.79%) Grafana
6 4 (2.80%) Ansible
6 4 (2.80%) Single Sign-On
7 2 (1.40%) SELinux
Vendors
1 41 (28.67%) Databricks
2 25 (17.48%) OpenAI
3 16 (11.19%) NVIDIA
4 14 (9.79%) Dell
5 10 (6.99%) Microsoft
6 5 (3.50%) Google
6 5 (3.50%) SAP
7 2 (1.40%) Automation Anywhere
7 2 (1.40%) Splunk
7 2 (1.40%) UiPath
8 1 (0.70%) Altera
8 1 (0.70%) Foundry
8 1 (0.70%) Informatica
8 1 (0.70%) Intel
8 1 (0.70%) Red Hat
8 1 (0.70%) YouTube