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

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 484 609 581
Rank change year-on-year +125 -28 +162
Permanent jobs citing TensorFlow 133 109 117
As % of all permanent jobs in England 0.29% 0.18% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.06% 0.88% 0.92%
Number of salaries quoted 58 60 94
10th Percentile £49,250 £55,875 £50,000
25th Percentile £59,063 £65,000 £57,500
Median annual salary (50th Percentile) £76,250 £86,250 £75,000
Median % change year-on-year -11.59% +15.00% -3.23%
75th Percentile £97,500 £104,063 £90,000
90th Percentile £115,000 £126,375 £124,250
UK median annual salary £75,000 £85,000 £75,000
% change year-on-year -11.76% +13.33% -1.64%

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 6,470 12,388 12,754
As % of all permanent jobs advertised in England 14.07% 20.35% 26.92%
Number of salaries quoted 4,753 7,421 10,451
10th Percentile £36,250 £40,000 £41,250
25th Percentile £49,750 £50,000 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% +2.27%
75th Percentile £87,500 £85,000 £86,250
90th Percentile £115,000 £111,250 £110,000
UK median annual salary £67,500 £65,000 £65,351
% change year-on-year +3.85% -0.54% +0.54%

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 15 November 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 15 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
London +66 68 £95,000 -2.56% 217
South East +44 19 £52,500 -22.22% 35
North of England +51 16 £65,000 -5.45% 33
East of England +32 13 £47,500 -40.63% 7
North West +49 10 £65,000 -1.89% 28
Midlands +54 8 £67,500 +22.17% 9
South West +23 8 £85,000 -10.05% 12
Yorkshire +12 5 £63,000 -18.71% 5
East Midlands +21 4 - - 2
West Midlands - 4 £67,500 - 7
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 37 (27.82%) Apache Spark
2 10 (7.52%) Apache Airflow
3 2 (1.50%) Appian
4 1 (0.75%) Apache
4 1 (0.75%) nginx
4 1 (0.75%) SAS
Applications
1 1 (0.75%) GNU Octave
Business Applications
1 1 (0.75%) NetSuite
1 1 (0.75%) Odoo
Cloud Services
1 74 (55.64%) AWS
2 56 (42.11%) Azure
3 48 (36.09%) GCP
4 22 (16.54%) Amazon EKS
5 21 (15.79%) Amazon S3
6 18 (13.53%) Amazon ELB
7 14 (10.53%) Azure Monitor
8 13 (9.77%) H2O.ai
8 13 (9.77%) OpenShift
9 10 (7.52%) Amazon SageMaker
10 8 (6.02%) Serverless
11 7 (5.26%) Amazon EC2
12 6 (4.51%) AWS Lambda
12 6 (4.51%) Prefect
13 5 (3.76%) Amazon Bedrock
13 5 (3.76%) Azure Machine Learning
13 5 (3.76%) GitHub
14 4 (3.01%) Amazon EMR
14 4 (3.01%) Amazon Kinesis
14 4 (3.01%) Amazon SQS
Communications & Networking
1 2 (1.50%) Broadband
Database & Business Intelligence
1 31 (23.31%) Metadata
2 24 (18.05%) DynamoDB
3 18 (13.53%) Delta Lake
3 18 (13.53%) Spark SQL
4 17 (12.78%) Data Lake
5 10 (7.52%) NoSQL
6 9 (6.77%) Big Data
7 6 (4.51%) MySQL
7 6 (4.51%) PostgreSQL
8 4 (3.01%) Amazon Aurora
8 4 (3.01%) Amazon RDS
8 4 (3.01%) Electronic Patient Records
8 4 (3.01%) Tableau
9 3 (2.26%) Pinecone
10 2 (1.50%) Data Mining
10 2 (1.50%) Data Warehouse
10 2 (1.50%) Hadoop
10 2 (1.50%) MongoDB
10 2 (1.50%) Relational Database
11 1 (0.75%) SQL Server
Development Applications
1 30 (22.56%) MLflow
2 7 (5.26%) Git
3 1 (0.75%) GitLab
3 1 (0.75%) Jenkins
3 1 (0.75%) Vite
General
1 69 (51.88%) Social Skills
2 54 (40.60%) Finance
3 20 (15.04%) Law
4 19 (14.29%) Manufacturing
5 17 (12.78%) Legal
6 13 (9.77%) Marketing
7 11 (8.27%) Analytical Skills
8 6 (4.51%) Public Sector
9 5 (3.76%) Games
9 5 (3.76%) Inclusion and Diversity
10 4 (3.01%) Banking
10 4 (3.01%) Electronics
10 4 (3.01%) Telecoms
11 1 (0.75%) Aerospace
11 1 (0.75%) Back Office
11 1 (0.75%) Financial Institution
11 1 (0.75%) Health Technology
11 1 (0.75%) Investment Banking
11 1 (0.75%) Tech for Good
Job Titles
1 29 (21.80%) Senior
2 28 (21.05%) Machine Learning Engineer
3 18 (13.53%) Operations Engineer
4 14 (10.53%) Data Scientist
5 13 (9.77%) Senior Manager
6 12 (9.02%) Artificial Intelligence Engineer
7 11 (8.27%) Lead
8 9 (6.77%) Consultant
9 8 (6.02%) Developer
10 7 (5.26%) Data Engineer
11 6 (4.51%) Software Engineer
12 5 (3.76%) Artificial Intelligence Developer
12 5 (3.76%) Head of AI
12 5 (3.76%) Machine Learning Consultant
13 4 (3.01%) Associate Engineer
13 4 (3.01%) Senior Data Scientist
13 4 (3.01%) Senior Software Engineer
14 3 (2.26%) Data Consultant
14 3 (2.26%) Senior Data Engineer
14 3 (2.26%) Senior Developer
Libraries, Frameworks & Software Standards
1 123 (92.48%) PyTorch
2 57 (42.86%) scikit-learn
3 36 (27.07%) Hugging Face
3 36 (27.07%) Keras
4 35 (26.32%) Pandas
5 26 (19.55%) LangChain
5 26 (19.55%) NumPy
6 18 (13.53%) Lambda Expressions
6 18 (13.53%) Metaflow
6 18 (13.53%) PySpark
6 18 (13.53%) YAML
7 9 (6.77%) FastAPI
7 9 (6.77%) Google JAX
7 9 (6.77%) JAX
7 9 (6.77%) Kafka
8 6 (4.51%) XGBoost
9 5 (3.76%) JWT
9 5 (3.76%) OAuth
10 4 (3.01%) Django
10 4 (3.01%) OpenID
Miscellaneous
1 21 (15.79%) Algorithms
2 18 (13.53%) Linux Command Line
3 13 (9.77%) Data Centre
3 13 (9.77%) Management Information System
4 9 (6.77%) AI Agents
5 7 (5.26%) Distributed Systems
6 6 (4.51%) Data Structures
7 5 (3.76%) Cloud Native
8 4 (3.01%) Public Cloud
9 3 (2.26%) CUDA
9 3 (2.26%) Robotics
10 2 (1.50%) Legacy Systems
10 2 (1.50%) Product Ownership
10 2 (1.50%) Team-Oriented Environment
11 1 (0.75%) Autonomous Agent
11 1 (0.75%) Genomics
11 1 (0.75%) Hackathon
11 1 (0.75%) Low-Code
11 1 (0.75%) Omics
11 1 (0.75%) Sports Betting
Operating Systems
1 20 (15.04%) Unix
2 1 (0.75%) Linux
2 1 (0.75%) Ubuntu
Processes & Methodologies
1 126 (94.74%) Machine Learning
2 122 (91.73%) AI
3 82 (61.65%) Data Science
4 64 (48.12%) MLOps
5 56 (42.11%) Generative AI
6 55 (41.35%) LLM
7 50 (37.59%) Computer Science
8 47 (35.34%) CI/CD
9 40 (30.08%) Analytics
10 38 (28.57%) Containerisation
11 32 (24.06%) Observability
12 31 (23.31%) Metadata Management
12 31 (23.31%) Natural Language Processing
13 29 (21.80%) Data Engineering
13 29 (21.80%) Software Engineering
14 27 (20.30%) Retrieval-Augmented Generation
14 27 (20.30%) Service Delivery
15 26 (19.55%) Deep Learning
16 25 (18.80%) Data Pipeline
16 25 (18.80%) Roadmaps
Programming Languages
1 99 (74.44%) Python
2 47 (35.34%) SQL
3 13 (9.77%) Java
4 8 (6.02%) C++
4 8 (6.02%) R
5 5 (3.76%) Rust
6 4 (3.01%) Bash
7 3 (2.26%) JavaScript
7 3 (2.26%) PHP
7 3 (2.26%) TypeScript
8 2 (1.50%) C
8 2 (1.50%) Go
8 2 (1.50%) Perl
9 1 (0.75%) C#
9 1 (0.75%) Julia
9 1 (0.75%) MATLAB
9 1 (0.75%) Scala
Qualifications
1 55 (41.35%) Degree
2 42 (31.58%) Master's Degree
3 35 (26.32%) Computer Science Degree
4 14 (10.53%) PhD
5 9 (6.77%) Security Cleared
6 4 (3.01%) MCP
6 4 (3.01%) SC Cleared
7 3 (2.26%) Postgraduate
8 2 (1.50%) AWS Certification
8 2 (1.50%) DBS Check
8 2 (1.50%) DV Cleared
9 1 (0.75%) CISM
9 1 (0.75%) CISSP
Quality Assurance & Compliance
1 18 (13.53%) Data Quality
2 2 (1.50%) GDPR
2 2 (1.50%) ISO/IEC 27001
2 2 (1.50%) NIST
3 1 (0.75%) EU AI Act
3 1 (0.75%) ISO 13485
3 1 (0.75%) NIST 800
3 1 (0.75%) SLA
System Software
1 43 (32.33%) Docker
Systems Management
1 41 (30.83%) Kubernetes
2 26 (19.55%) Kubeflow
3 25 (18.80%) Terraform
4 15 (11.28%) Prometheus
5 14 (10.53%) Grafana
6 4 (3.01%) Single Sign-On
7 1 (0.75%) Ansible
Vendors
1 40 (30.08%) Databricks
2 23 (17.29%) OpenAI
3 13 (9.77%) Dell
3 13 (9.77%) NVIDIA
4 7 (5.26%) Microsoft
5 5 (3.76%) SAP
6 4 (3.01%) Google
7 1 (0.75%) Automation Anywhere
7 1 (0.75%) Foundry
7 1 (0.75%) Informatica
7 1 (0.75%) Red Hat
7 1 (0.75%) UiPath