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

6 months to
26 Nov 2025
Same period 2024 Same period 2023
Rank 484 614 561
Rank change year-on-year +130 -53 +181
Permanent jobs citing TensorFlow 134 113 111
As % of all permanent jobs in England 0.29% 0.19% 0.24%
As % of the Libraries, Frameworks & Software Standards category 2.10% 0.90% 0.92%
Number of salaries quoted 61 68 87
10th Percentile £50,000 £55,125 £46,800
25th Percentile £60,000 £62,500 £57,500
Median annual salary (50th Percentile) £75,000 £81,250 £75,000
Median % change year-on-year -7.69% +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 6,382 12,531 12,108
As % of all permanent jobs advertised in England 13.69% 20.83% 26.48%
Number of salaries quoted 4,793 7,556 10,017
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 £65,500
% change year-on-year +3.85% -0.76% +0.77%

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 26 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 26 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 +77 73 £95,000 - 70
North of England +56 16 £65,000 -3.70% 23
South East +52 14 £56,250 -13.46% 61
East of England +32 13 £47,500 - 19
North West +51 10 £65,000 - 14
Midlands +48 8 £67,500 +22.17% 22
South West +17 7 £85,000 +1.80% 17
Yorkshire +15 5 £63,000 -18.71% 8
East Midlands +22 4 - - 8
West Midlands - 4 £67,500 - 13
North East - 1 - - 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 (26.87%) Apache Spark
2 11 (8.21%) Apache Airflow
3 5 (3.73%) 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 71 (52.99%) AWS
2 54 (40.30%) Azure
3 44 (32.84%) GCP
4 21 (15.67%) Amazon EKS
4 21 (15.67%) Amazon S3
5 18 (13.43%) Amazon ELB
6 13 (9.70%) H2O.ai
6 13 (9.70%) OpenShift
7 9 (6.72%) Amazon SageMaker
8 8 (5.97%) Azure Monitor
8 8 (5.97%) Serverless
9 7 (5.22%) Prefect
10 6 (4.48%) Amazon EC2
10 6 (4.48%) GitHub
11 5 (3.73%) AWS Lambda
11 5 (3.73%) Azure Machine Learning
11 5 (3.73%) GitHub Actions
11 5 (3.73%) SaaS
12 4 (2.99%) Amazon Bedrock
13 3 (2.24%) Anthropic Claude
Communications & Networking
1 2 (1.49%) Broadband
1 2 (1.49%) InfiniBand
Database & Business Intelligence
1 31 (23.13%) Metadata
2 23 (17.16%) DynamoDB
3 18 (13.43%) Delta Lake
3 18 (13.43%) Spark SQL
4 17 (12.69%) Data Lake
5 10 (7.46%) NoSQL
6 9 (6.72%) Big Data
7 7 (5.22%) MySQL
8 6 (4.48%) Pinecone
9 5 (3.73%) PostgreSQL
10 4 (2.99%) Tableau
11 3 (2.24%) Amazon Aurora
11 3 (2.24%) Amazon RDS
11 3 (2.24%) Electronic Patient Records
11 3 (2.24%) Hadoop
11 3 (2.24%) SQL Server
12 2 (1.49%) Data Mining
12 2 (1.49%) Data Warehouse
12 2 (1.49%) MongoDB
12 2 (1.49%) Relational Database
Development Applications
1 32 (23.88%) MLflow
2 7 (5.22%) Git
3 1 (0.75%) GitLab
3 1 (0.75%) Jenkins
3 1 (0.75%) Vite
General
1 66 (49.25%) Social Skills
2 50 (37.31%) Finance
3 20 (14.93%) Manufacturing
4 14 (10.45%) Marketing
5 13 (9.70%) Law
6 11 (8.21%) Analytical Skills
6 11 (8.21%) Legal
7 7 (5.22%) Public Sector
8 4 (2.99%) Banking
8 4 (2.99%) Electronics
8 4 (2.99%) Inclusion and Diversity
8 4 (2.99%) Telecoms
9 3 (2.24%) Games
10 1 (0.75%) Aerospace
10 1 (0.75%) Back Office
10 1 (0.75%) Financial Institution
10 1 (0.75%) Health Technology
10 1 (0.75%) Investment Banking
10 1 (0.75%) Tech for Good
Job Titles
1 28 (20.90%) Machine Learning Engineer
2 22 (16.42%) Senior
3 18 (13.43%) Operations Engineer
4 15 (11.19%) Artificial Intelligence Engineer
5 14 (10.45%) Data Scientist
6 12 (8.96%) Lead
7 9 (6.72%) Consultant
7 9 (6.72%) Data Engineer
8 8 (5.97%) Developer
9 7 (5.22%) Senior Manager
10 5 (3.73%) Artificial Intelligence Developer
10 5 (3.73%) Head of AI
10 5 (3.73%) Machine Learning Consultant
10 5 (3.73%) Software Engineer
11 4 (2.99%) Lead Data Engineer
11 4 (2.99%) Senior Data Scientist
12 3 (2.24%) Data Consultant
12 3 (2.24%) Senior Data Engineer
12 3 (2.24%) Senior Developer
12 3 (2.24%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 124 (92.54%) PyTorch
2 62 (46.27%) scikit-learn
3 39 (29.10%) Pandas
4 36 (26.87%) Keras
5 31 (23.13%) Hugging Face
6 28 (20.90%) NumPy
7 22 (16.42%) LangChain
8 18 (13.43%) Lambda Expressions
8 18 (13.43%) Metaflow
8 18 (13.43%) PySpark
8 18 (13.43%) YAML
9 11 (8.21%) FastAPI
10 9 (6.72%) Google JAX
10 9 (6.72%) JAX
10 9 (6.72%) Kafka
11 7 (5.22%) Django
12 6 (4.48%) OAuth
12 6 (4.48%) pytest
12 6 (4.48%) REST
12 6 (4.48%) XGBoost
Miscellaneous
1 22 (16.42%) Algorithms
2 18 (13.43%) Linux Command Line
3 13 (9.70%) Data Centre
3 13 (9.70%) Management Information System
4 9 (6.72%) Distributed Systems
5 8 (5.97%) AI Agents
6 6 (4.48%) Cloud Native
6 6 (4.48%) Data Structures
7 5 (3.73%) CUDA
8 4 (2.99%) Legacy Systems
9 3 (2.24%) Low-Code
9 3 (2.24%) Public Cloud
9 3 (2.24%) Robotics
10 2 (1.49%) Greenfield Project
10 2 (1.49%) Hackathon
10 2 (1.49%) Product Ownership
10 2 (1.49%) Team-Oriented Environment
11 1 (0.75%) Autonomous Agent
11 1 (0.75%) Genomics
11 1 (0.75%) Omics
Operating Systems
1 20 (14.93%) Unix
2 3 (2.24%) Linux
3 1 (0.75%) Ubuntu
3 1 (0.75%) Windows
Processes & Methodologies
1 126 (94.03%) Machine Learning
2 123 (91.79%) AI
3 77 (57.46%) Data Science
4 62 (46.27%) MLOps
5 54 (40.30%) LLM
6 53 (39.55%) CI/CD
7 51 (38.06%) Generative AI
8 43 (32.09%) Analytics
8 43 (32.09%) Computer Science
9 42 (31.34%) Containerisation
10 34 (25.37%) Data Engineering
11 33 (24.63%) Retrieval-Augmented Generation
12 31 (23.13%) Metadata Management
12 31 (23.13%) Natural Language Processing
13 30 (22.39%) Data Pipeline
13 30 (22.39%) Software Engineering
14 28 (20.90%) Observability
15 27 (20.15%) Deep Learning
16 24 (17.91%) Stakeholder Management
16 24 (17.91%) Visualisation
Programming Languages
1 105 (78.36%) Python
2 49 (36.57%) SQL
3 13 (9.70%) Java
4 8 (5.97%) C++
4 8 (5.97%) R
5 6 (4.48%) Bash
6 5 (3.73%) Go
6 5 (3.73%) PHP
7 4 (2.99%) JavaScript
7 4 (2.99%) Rust
7 4 (2.99%) TypeScript
8 2 (1.49%) C
8 2 (1.49%) Perl
9 1 (0.75%) C#
9 1 (0.75%) Julia
9 1 (0.75%) MATLAB
9 1 (0.75%) Scala
Qualifications
1 48 (35.82%) Degree
2 36 (26.87%) Master's Degree
3 29 (21.64%) Computer Science Degree
4 13 (9.70%) PhD
5 12 (8.96%) Security Cleared
6 6 (4.48%) SC Cleared
7 4 (2.99%) DV Cleared
7 4 (2.99%) MCP
8 3 (2.24%) CISSP
8 3 (2.24%) Postgraduate
9 2 (1.49%) AWS Certification
9 2 (1.49%) CESG Certified Professional
9 2 (1.49%) DBS Check
9 2 (1.49%) OSCP
10 1 (0.75%) CISM
Quality Assurance & Compliance
1 20 (14.93%) Data Quality
2 4 (2.99%) NIST
3 3 (2.24%) NIST 800
4 2 (1.49%) Def Stans
4 2 (1.49%) GDPR
4 2 (1.49%) ISO/IEC 27001
4 2 (1.49%) JSP 440
4 2 (1.49%) NCSC
4 2 (1.49%) SLA
5 1 (0.75%) EU AI Act
5 1 (0.75%) ISO 13485
System Software
1 48 (35.82%) Docker
2 2 (1.49%) GPFS
2 2 (1.49%) Lustre
2 2 (1.49%) Slurm Workload Manager
Systems Management
1 45 (33.58%) Kubernetes
2 28 (20.90%) Terraform
3 26 (19.40%) Kubeflow
4 9 (6.72%) Prometheus
5 8 (5.97%) Grafana
6 4 (2.99%) Ansible
7 3 (2.24%) Single Sign-On
8 2 (1.49%) SELinux
Vendors
1 38 (28.36%) Databricks
2 19 (14.18%) OpenAI
3 15 (11.19%) NVIDIA
4 14 (10.45%) Dell
5 9 (6.72%) Microsoft
6 5 (3.73%) SAP
7 4 (2.99%) Google
8 3 (2.24%) Automation Anywhere
8 3 (2.24%) UiPath
9 2 (1.49%) Splunk
10 1 (0.75%) Foundry
10 1 (0.75%) Informatica
10 1 (0.75%) Intel
10 1 (0.75%) Red Hat