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

6 months to
25 Nov 2025
Same period 2024 Same period 2023
Rank 486 610 576
Rank change year-on-year +124 -34 +196
Permanent jobs citing TensorFlow 132 113 111
As % of all permanent jobs in England 0.28% 0.19% 0.24%
As % of the Libraries, Frameworks & Software Standards category 2.08% 0.91% 0.91%
Number of salaries quoted 60 68 87
10th Percentile £49,750 £55,125 £46,800
25th Percentile £59,688 £62,500 £57,500
Median annual salary (50th Percentile) £76,250 £81,250 £75,000
Median % change year-on-year -6.15% +8.33% -3.23%
75th Percentile £97,500 £100,625 £90,625
90th Percentile £115,000 £125,550 £132,000
UK median annual salary £75,000 £77,000 £72,000
% change year-on-year -2.60% +6.94% -7.10%

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 6,346 12,486 12,229
As % of all permanent jobs advertised in England 13.68% 20.75% 26.53%
Number of salaries quoted 4,769 7,519 10,112
10th Percentile £36,250 £40,000 £41,250
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 £110,000 £110,000
UK median annual salary £67,500 £65,000 £65,799
% change year-on-year +3.85% -1.21% +1.23%

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 25 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 25 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 +71 71 £95,000 - 72
North of England +50 16 £65,000 -3.70% 9
South East +50 14 £56,250 -13.46% 48
East of England +28 13 £47,500 - 7
North West +57 10 £65,000 - 7
Midlands +58 8 £67,500 +22.17% 7
South West +29 7 £85,000 +1.80% 8
Yorkshire +20 5 £63,000 -18.71% 2
East Midlands +27 4 - - 2
West Midlands - 4 £67,500 - 5
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 (27.27%) Apache Spark
2 11 (8.33%) Apache Airflow
3 4 (3.03%) Appian
4 1 (0.76%) Apache
4 1 (0.76%) nginx
4 1 (0.76%) SAS
Applications
1 1 (0.76%) GNU Octave
Business Applications
1 1 (0.76%) NetSuite
1 1 (0.76%) Odoo
Cloud Services
1 70 (53.03%) AWS
2 53 (40.15%) Azure
3 43 (32.58%) GCP
4 21 (15.91%) Amazon EKS
4 21 (15.91%) Amazon S3
5 18 (13.64%) Amazon ELB
6 13 (9.85%) H2O.ai
6 13 (9.85%) OpenShift
7 9 (6.82%) Amazon SageMaker
8 8 (6.06%) Azure Monitor
8 8 (6.06%) Serverless
9 7 (5.30%) Prefect
10 6 (4.55%) Amazon EC2
10 6 (4.55%) GitHub
11 5 (3.79%) AWS Lambda
11 5 (3.79%) Azure Machine Learning
11 5 (3.79%) GitHub Actions
11 5 (3.79%) SaaS
12 4 (3.03%) Amazon Bedrock
13 3 (2.27%) Amazon ECS
Communications & Networking
1 2 (1.52%) Broadband
1 2 (1.52%) InfiniBand
Database & Business Intelligence
1 31 (23.48%) Metadata
2 23 (17.42%) DynamoDB
3 18 (13.64%) Delta Lake
3 18 (13.64%) Spark SQL
4 17 (12.88%) Data Lake
5 10 (7.58%) NoSQL
6 9 (6.82%) Big Data
7 6 (4.55%) MySQL
8 5 (3.79%) Pinecone
8 5 (3.79%) PostgreSQL
9 4 (3.03%) Tableau
10 3 (2.27%) Amazon Aurora
10 3 (2.27%) Amazon RDS
10 3 (2.27%) Electronic Patient Records
10 3 (2.27%) Hadoop
11 2 (1.52%) Data Mining
11 2 (1.52%) Data Warehouse
11 2 (1.52%) MongoDB
11 2 (1.52%) Relational Database
11 2 (1.52%) SQL Server
Development Applications
1 31 (23.48%) MLflow
2 7 (5.30%) Git
3 1 (0.76%) GitLab
3 1 (0.76%) Jenkins
3 1 (0.76%) Vite
General
1 65 (49.24%) Social Skills
2 49 (37.12%) Finance
3 20 (15.15%) Manufacturing
4 13 (9.85%) Law
4 13 (9.85%) Marketing
5 11 (8.33%) Analytical Skills
5 11 (8.33%) Legal
6 7 (5.30%) Public Sector
7 4 (3.03%) Banking
7 4 (3.03%) Electronics
7 4 (3.03%) Inclusion and Diversity
7 4 (3.03%) Telecoms
8 3 (2.27%) Games
9 1 (0.76%) Aerospace
9 1 (0.76%) Back Office
9 1 (0.76%) Financial Institution
9 1 (0.76%) Health Technology
9 1 (0.76%) Investment Banking
9 1 (0.76%) Tech for Good
Job Titles
1 28 (21.21%) Machine Learning Engineer
2 22 (16.67%) Senior
3 18 (13.64%) Operations Engineer
4 14 (10.61%) Artificial Intelligence Engineer
4 14 (10.61%) Data Scientist
5 11 (8.33%) Lead
6 9 (6.82%) Consultant
7 8 (6.06%) Data Engineer
7 8 (6.06%) Developer
8 7 (5.30%) Senior Manager
9 5 (3.79%) Artificial Intelligence Developer
9 5 (3.79%) Head of AI
9 5 (3.79%) Machine Learning Consultant
9 5 (3.79%) Software Engineer
10 4 (3.03%) Senior Data Scientist
11 3 (2.27%) Data Consultant
11 3 (2.27%) Lead Data Engineer
11 3 (2.27%) Machine Learning Scientist
11 3 (2.27%) Senior Developer
11 3 (2.27%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 122 (92.42%) PyTorch
2 60 (45.45%) scikit-learn
3 37 (28.03%) Pandas
4 36 (27.27%) Keras
5 30 (22.73%) Hugging Face
6 27 (20.45%) NumPy
7 21 (15.91%) LangChain
8 18 (13.64%) Lambda Expressions
8 18 (13.64%) Metaflow
8 18 (13.64%) PySpark
8 18 (13.64%) YAML
9 10 (7.58%) FastAPI
10 9 (6.82%) Google JAX
10 9 (6.82%) JAX
10 9 (6.82%) Kafka
11 6 (4.55%) Django
11 6 (4.55%) XGBoost
12 5 (3.79%) OAuth
12 5 (3.79%) pytest
12 5 (3.79%) React
Miscellaneous
1 22 (16.67%) Algorithms
2 18 (13.64%) Linux Command Line
3 13 (9.85%) Data Centre
3 13 (9.85%) Management Information System
4 9 (6.82%) Distributed Systems
5 8 (6.06%) AI Agents
6 6 (4.55%) Cloud Native
6 6 (4.55%) Data Structures
7 5 (3.79%) CUDA
8 3 (2.27%) Legacy Systems
8 3 (2.27%) Public Cloud
8 3 (2.27%) Robotics
9 2 (1.52%) Greenfield Project
9 2 (1.52%) Hackathon
9 2 (1.52%) Low-Code
9 2 (1.52%) Product Ownership
9 2 (1.52%) Team-Oriented Environment
10 1 (0.76%) Autonomous Agent
10 1 (0.76%) Genomics
10 1 (0.76%) Omics
Operating Systems
1 20 (15.15%) Unix
2 3 (2.27%) Linux
3 1 (0.76%) Ubuntu
3 1 (0.76%) Windows
Processes & Methodologies
1 124 (93.94%) Machine Learning
2 121 (91.67%) AI
3 76 (57.58%) Data Science
4 61 (46.21%) MLOps
5 52 (39.39%) LLM
6 51 (38.64%) CI/CD
7 50 (37.88%) Generative AI
8 43 (32.58%) Computer Science
9 42 (31.82%) Analytics
10 41 (31.06%) Containerisation
11 32 (24.24%) Data Engineering
12 31 (23.48%) Metadata Management
12 31 (23.48%) Retrieval-Augmented Generation
13 30 (22.73%) Natural Language Processing
13 30 (22.73%) Software Engineering
14 28 (21.21%) Data Pipeline
14 28 (21.21%) Observability
15 27 (20.45%) Deep Learning
16 24 (18.18%) Visualisation
17 23 (17.42%) Stakeholder Management
Programming Languages
1 103 (78.03%) Python
2 48 (36.36%) SQL
3 13 (9.85%) Java
4 8 (6.06%) C++
4 8 (6.06%) R
5 6 (4.55%) Bash
6 5 (3.79%) Go
7 4 (3.03%) JavaScript
7 4 (3.03%) PHP
7 4 (3.03%) Rust
7 4 (3.03%) TypeScript
8 2 (1.52%) C
8 2 (1.52%) Perl
9 1 (0.76%) C#
9 1 (0.76%) Julia
9 1 (0.76%) MATLAB
9 1 (0.76%) Scala
Qualifications
1 48 (36.36%) Degree
2 36 (27.27%) Master's Degree
3 29 (21.97%) Computer Science Degree
4 13 (9.85%) PhD
5 12 (9.09%) Security Cleared
6 6 (4.55%) SC Cleared
7 4 (3.03%) DV Cleared
7 4 (3.03%) MCP
8 3 (2.27%) CISSP
8 3 (2.27%) Postgraduate
9 2 (1.52%) AWS Certification
9 2 (1.52%) CESG Certified Professional
9 2 (1.52%) DBS Check
9 2 (1.52%) OSCP
10 1 (0.76%) CISM
Quality Assurance & Compliance
1 19 (14.39%) Data Quality
2 4 (3.03%) NIST
3 3 (2.27%) NIST 800
4 2 (1.52%) Def Stans
4 2 (1.52%) GDPR
4 2 (1.52%) ISO/IEC 27001
4 2 (1.52%) JSP 440
4 2 (1.52%) NCSC
4 2 (1.52%) SLA
5 1 (0.76%) EU AI Act
5 1 (0.76%) ISO 13485
System Software
1 46 (34.85%) Docker
2 2 (1.52%) GPFS
2 2 (1.52%) Lustre
2 2 (1.52%) Slurm Workload Manager
Systems Management
1 43 (32.58%) Kubernetes
2 28 (21.21%) Terraform
3 26 (19.70%) Kubeflow
4 9 (6.82%) Prometheus
5 8 (6.06%) Grafana
6 4 (3.03%) Ansible
7 3 (2.27%) Single Sign-On
8 2 (1.52%) SELinux
Vendors
1 38 (28.79%) Databricks
2 18 (13.64%) OpenAI
3 15 (11.36%) NVIDIA
4 14 (10.61%) Dell
5 9 (6.82%) Microsoft
6 5 (3.79%) SAP
7 4 (3.03%) Google
8 2 (1.52%) Automation Anywhere
8 2 (1.52%) Splunk
8 2 (1.52%) UiPath
9 1 (0.76%) Foundry
9 1 (0.76%) Informatica
9 1 (0.76%) Intel
9 1 (0.76%) Red Hat