TensorFlow Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 2 December 2025, with comparisons to the same periods in the previous two years.

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 483 611 568
Rank change year-on-year +128 -43 +184
Permanent jobs citing TensorFlow 125 106 112
As % of all permanent jobs in England 0.27% 0.19% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.03% 0.88% 0.94%
Number of salaries quoted 59 65 89
10th Percentile £50,000 £56,750 £47,150
25th Percentile £61,250 £62,500 £57,500
Median annual salary (50th Percentile) £75,000 £82,500 £75,000
Median % change year-on-year -9.09% +10.00% -3.23%
75th Percentile £97,500 £100,000 £95,000
90th Percentile £115,000 £125,850 £135,500
UK median annual salary £75,000 £80,000 £75,000
% change year-on-year -6.25% +6.67% -3.23%

All Software Libraries and Frameworks
England

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 in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,164 12,079 11,961
As % of all permanent jobs advertised in England 13.07% 21.09% 26.47%
Number of salaries quoted 4,669 7,305 9,919
10th Percentile £36,250 £40,000 £41,450
25th Percentile £50,000 £50,000 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% -
75th Percentile £87,500 £85,000 £87,500
90th Percentile £115,000 £110,556 £110,000
UK median annual salary £67,500 £65,000 £66,500
% change year-on-year +3.85% -2.26% +2.31%

TensorFlow
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised in England.

TensorFlow job vacancy trend in England

TensorFlow
Salary Trend in England

Salary distribution trend for jobs in England citing TensorFlow.

Salary distribution trend for jobs in England citing TensorFlow

TensorFlow
Salary Histogram in England

Salary distribution for jobs citing TensorFlow in England over the 6 months to 2 December 2025.

Salary histogram for TensorFlow in England

TensorFlow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the England region over the 6 months to 2 December 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
London +89 73 £92,500 -2.63% 55
North of England +48 15 £65,000 -3.70% 6
East of England +36 13 £47,500 - 5
North West +51 9 £65,000 - 4
Midlands +49 8 £67,500 +22.17% 8
South East +35 7 £56,250 -13.46% 42
South West +15 6 £87,500 -7.41% 5
Yorkshire +4 5 £63,000 -18.71% 2
East Midlands +20 4 - - 1
West Midlands - 4 £67,500 - 6
North East - 1 - -
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in England 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 36 (28.80%) Apache Spark
2 12 (9.60%) Apache Airflow
3 6 (4.80%) Appian
4 1 (0.80%) Apache
4 1 (0.80%) nginx
4 1 (0.80%) SAS
Applications
1 1 (0.80%) GNU Octave
Business Applications
1 1 (0.80%) NetSuite
1 1 (0.80%) Odoo
Cloud Services
1 64 (51.20%) AWS
2 46 (36.80%) Azure
3 38 (30.40%) GCP
4 21 (16.80%) Amazon S3
5 20 (16.00%) Amazon EKS
6 18 (14.40%) Amazon ELB
7 13 (10.40%) H2O.ai
7 13 (10.40%) OpenShift
8 8 (6.40%) Amazon SageMaker
8 8 (6.40%) Prefect
9 7 (5.60%) GitHub
9 7 (5.60%) Serverless
10 6 (4.80%) GitHub Actions
11 5 (4.00%) Amazon EC2
11 5 (4.00%) Azure Machine Learning
11 5 (4.00%) SaaS
12 4 (3.20%) AWS Lambda
13 3 (2.40%) Amazon Bedrock
13 3 (2.40%) Azure Data Factory
13 3 (2.40%) Power Automate
Communications & Networking
1 2 (1.60%) Broadband
1 2 (1.60%) InfiniBand
Database & Business Intelligence
1 31 (24.80%) Metadata
2 22 (17.60%) DynamoDB
3 18 (14.40%) Delta Lake
3 18 (14.40%) Spark SQL
4 17 (13.60%) Data Lake
5 9 (7.20%) Big Data
5 9 (7.20%) NoSQL
6 7 (5.60%) MySQL
6 7 (5.60%) Pinecone
7 4 (3.20%) PostgreSQL
7 4 (3.20%) Tableau
8 3 (2.40%) Hadoop
8 3 (2.40%) SQL Server
8 3 (2.40%) Weaviate
9 2 (1.60%) Amazon Aurora
9 2 (1.60%) Amazon RDS
9 2 (1.60%) Data Mining
9 2 (1.60%) Data Warehouse
9 2 (1.60%) Electronic Patient Records
10 1 (0.80%) MongoDB
Development Applications
1 32 (25.60%) MLflow
2 7 (5.60%) Git
3 1 (0.80%) GitLab
3 1 (0.80%) Jenkins
3 1 (0.80%) Vite
General
1 57 (45.60%) Social Skills
2 42 (33.60%) Finance
3 20 (16.00%) Manufacturing
4 14 (11.20%) Marketing
5 11 (8.80%) Analytical Skills
6 7 (5.60%) Public Sector
7 5 (4.00%) Law
8 4 (3.20%) Banking
8 4 (3.20%) Electronics
8 4 (3.20%) Telecoms
9 3 (2.40%) Games
9 3 (2.40%) Inclusion and Diversity
9 3 (2.40%) Legal
10 1 (0.80%) Aerospace
10 1 (0.80%) Back Office
10 1 (0.80%) Financial Institution
10 1 (0.80%) Health Technology
10 1 (0.80%) Investment Banking
10 1 (0.80%) Tech for Good
Job Titles
1 28 (22.40%) Machine Learning Engineer
2 18 (14.40%) Operations Engineer
3 15 (12.00%) Artificial Intelligence Engineer
4 13 (10.40%) Lead
5 12 (9.60%) Data Scientist
5 12 (9.60%) Senior
6 10 (8.00%) Data Engineer
7 9 (7.20%) Consultant
8 7 (5.60%) Developer
9 5 (4.00%) Artificial Intelligence Developer
9 5 (4.00%) Head of AI
9 5 (4.00%) Lead Data Engineer
9 5 (4.00%) Machine Learning Consultant
10 4 (3.20%) Software Engineer
11 3 (2.40%) Automation Engineer
11 3 (2.40%) Data Consultant
11 3 (2.40%) Development Manager
11 3 (2.40%) Machine Learning Scientist
11 3 (2.40%) Senior Data Engineer
11 3 (2.40%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 116 (92.80%) PyTorch
2 62 (49.60%) scikit-learn
3 38 (30.40%) Pandas
4 35 (28.00%) Keras
5 27 (21.60%) NumPy
6 23 (18.40%) Hugging Face
7 18 (14.40%) Lambda Expressions
7 18 (14.40%) Metaflow
7 18 (14.40%) PySpark
7 18 (14.40%) YAML
8 15 (12.00%) LangChain
9 11 (8.80%) FastAPI
10 9 (7.20%) Google JAX
10 9 (7.20%) JAX
10 9 (7.20%) Kafka
11 8 (6.40%) Django
12 7 (5.60%) REST
13 6 (4.80%) HTML
13 6 (4.80%) pytest
13 6 (4.80%) React
Miscellaneous
1 22 (17.60%) Algorithms
2 18 (14.40%) Linux Command Line
3 13 (10.40%) Data Centre
3 13 (10.40%) Management Information System
4 10 (8.00%) Distributed Systems
5 7 (5.60%) Cloud Native
6 6 (4.80%) AI Agents
6 6 (4.80%) Data Structures
7 5 (4.00%) CUDA
8 4 (3.20%) Legacy Systems
9 3 (2.40%) Hackathon
9 3 (2.40%) Low-Code
9 3 (2.40%) Robotics
10 2 (1.60%) Product Ownership
10 2 (1.60%) Public Cloud
10 2 (1.60%) Team-Oriented Environment
11 1 (0.80%) Autonomous Agent
11 1 (0.80%) Genomics
11 1 (0.80%) Omics
11 1 (0.80%) Stable Diffusion
Operating Systems
1 20 (16.00%) Unix
2 2 (1.60%) Linux
3 1 (0.80%) Windows
Processes & Methodologies
1 118 (94.40%) Machine Learning
2 115 (92.00%) AI
3 68 (54.40%) Data Science
4 55 (44.00%) CI/CD
4 55 (44.00%) MLOps
5 47 (37.60%) LLM
6 43 (34.40%) Analytics
7 42 (33.60%) Generative AI
8 41 (32.80%) Containerisation
9 36 (28.80%) Computer Science
10 35 (28.00%) Data Engineering
11 34 (27.20%) Retrieval-Augmented Generation
12 31 (24.80%) Data Pipeline
12 31 (24.80%) Metadata Management
13 30 (24.00%) Natural Language Processing
14 28 (22.40%) Software Engineering
15 25 (20.00%) Deep Learning
15 25 (20.00%) Stakeholder Management
16 23 (18.40%) Visualisation
17 22 (17.60%) Observability
Programming Languages
1 103 (82.40%) Python
2 47 (37.60%) SQL
3 12 (9.60%) Java
4 6 (4.80%) Bash
4 6 (4.80%) C++
4 6 (4.80%) Go
4 6 (4.80%) PHP
4 6 (4.80%) R
5 5 (4.00%) TypeScript
6 4 (3.20%) JavaScript
7 3 (2.40%) Rust
8 2 (1.60%) C
8 2 (1.60%) Perl
9 1 (0.80%) C#
9 1 (0.80%) MATLAB
9 1 (0.80%) Scala
Qualifications
1 40 (32.00%) Degree
2 29 (23.20%) Master's Degree
3 22 (17.60%) Computer Science Degree
4 13 (10.40%) PhD
5 11 (8.80%) Security Cleared
6 6 (4.80%) SC Cleared
7 4 (3.20%) DV Cleared
7 4 (3.20%) MCP
8 3 (2.40%) CISSP
8 3 (2.40%) Postgraduate
9 2 (1.60%) AWS Certification
9 2 (1.60%) CESG Certified Professional
9 2 (1.60%) DBS Check
9 2 (1.60%) OSCP
10 1 (0.80%) CISM
Quality Assurance & Compliance
1 20 (16.00%) Data Quality
2 4 (3.20%) NIST
3 3 (2.40%) NIST 800
3 3 (2.40%) SLA
4 2 (1.60%) Def Stans
4 2 (1.60%) ISO/IEC 27001
4 2 (1.60%) JSP 440
4 2 (1.60%) NCSC
5 1 (0.80%) EU AI Act
5 1 (0.80%) GDPR
5 1 (0.80%) ISO 13485
System Software
1 49 (39.20%) Docker
2 2 (1.60%) GPFS
2 2 (1.60%) Lustre
2 2 (1.60%) Slurm Workload Manager
Systems Management
1 46 (36.80%) Kubernetes
2 29 (23.20%) Terraform
3 26 (20.80%) Kubeflow
4 5 (4.00%) Ansible
5 2 (1.60%) Prometheus
5 2 (1.60%) SELinux
5 2 (1.60%) Single Sign-On
6 1 (0.80%) Grafana
Vendors
1 38 (30.40%) Databricks
2 15 (12.00%) NVIDIA
3 14 (11.20%) Dell
4 12 (9.60%) OpenAI
5 9 (7.20%) Microsoft
6 5 (4.00%) SAP
7 4 (3.20%) Google
8 3 (2.40%) Automation Anywhere
8 3 (2.40%) UiPath
9 2 (1.60%) Splunk
10 1 (0.80%) Foundry
10 1 (0.80%) Informatica
10 1 (0.80%) Intel