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

6 months to
1 Nov 2025
Same period 2024 Same period 2023
Rank 509 608 573
Rank change year-on-year +99 -35 +167
Permanent jobs citing TensorFlow 121 114 118
As % of all permanent jobs in England 0.28% 0.19% 0.24%
As % of the Libraries, Frameworks & Software Standards category 1.75% 0.92% 0.90%
Number of salaries quoted 51 57 96
10th Percentile £50,000 £46,500 £47,500
25th Percentile £58,125 £63,750 £57,500
Median annual salary (50th Percentile) £75,000 £80,000 £75,000
Median % change year-on-year -6.25% +6.67% -3.23%
75th Percentile £98,750 £105,000 £90,313
90th Percentile £115,000 £126,750 £123,750
UK median annual salary £75,000 £77,500 £72,500
% change year-on-year -3.23% +6.90% -6.45%

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 6,918 12,457 13,174
As % of all permanent jobs advertised in England 15.80% 20.43% 27.19%
Number of salaries quoted 4,577 7,513 10,776
10th Percentile £36,900 £40,000 £41,250
25th Percentile £50,000 £49,750 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% +3.85%
75th Percentile £87,500 £85,000 £86,250
90th Percentile £115,000 £112,450 £107,500
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 1 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 1 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 +41 58 £95,000 -5.00% 156
South East +38 19 £52,500 -22.22% 105
North of England +16 16 £65,000 -7.14% 8
East of England +25 13 £47,500 -40.63% 19
North West +16 10 £65,000 -3.70% 5
Midlands +43 7 £67,500 +31.07% 11
South West +28 6 £73,750 -21.96% 9
Yorkshire +16 5 £63,000 -18.71% 1
East Midlands +6 4 - - 4
West Midlands +43 3 £67,500 +42.11% 8
North East - 1 - - 2
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 38 (31.40%) Apache Spark
2 9 (7.44%) Apache Airflow
3 2 (1.65%) Apache
4 1 (0.83%) nginx
4 1 (0.83%) SAS
Applications
1 1 (0.83%) GNU Octave
Cloud Services
1 71 (58.68%) AWS
2 50 (41.32%) Azure
3 43 (35.54%) GCP
4 22 (18.18%) Amazon EKS
5 21 (17.36%) Amazon S3
6 18 (14.88%) Amazon ELB
7 13 (10.74%) Azure Monitor
7 13 (10.74%) H2O.ai
7 13 (10.74%) OpenShift
8 11 (9.09%) Amazon SageMaker
9 7 (5.79%) Amazon EC2
9 7 (5.79%) Serverless
10 6 (4.96%) AWS Lambda
11 5 (4.13%) Amazon Bedrock
11 5 (4.13%) Prefect
12 4 (3.31%) Amazon ECS
12 4 (3.31%) Amazon EMR
12 4 (3.31%) Amazon Kinesis
12 4 (3.31%) Azure Machine Learning
12 4 (3.31%) SaaS
Communications & Networking
1 1 (0.83%) Broadband
Database & Business Intelligence
1 31 (25.62%) Metadata
2 24 (19.83%) DynamoDB
3 18 (14.88%) Data Lake
3 18 (14.88%) Delta Lake
3 18 (14.88%) Spark SQL
4 9 (7.44%) NoSQL
5 8 (6.61%) Big Data
6 5 (4.13%) PostgreSQL
7 4 (3.31%) Amazon Aurora
7 4 (3.31%) Amazon RDS
7 4 (3.31%) Electronic Patient Records
7 4 (3.31%) MySQL
8 3 (2.48%) Data Warehouse
8 3 (2.48%) Hadoop
9 2 (1.65%) Data Mining
9 2 (1.65%) Relational Database
9 2 (1.65%) Tableau
10 1 (0.83%) Amazon Redshift
10 1 (0.83%) BigQuery
10 1 (0.83%) Parquet
Development Applications
1 28 (23.14%) MLflow
2 5 (4.13%) Git
3 1 (0.83%) GitLab
3 1 (0.83%) Vite
General
1 66 (54.55%) Social Skills
2 49 (40.50%) Finance
3 18 (14.88%) Law
3 18 (14.88%) Manufacturing
4 16 (13.22%) Legal
5 9 (7.44%) Marketing
6 8 (6.61%) Analytical Skills
7 6 (4.96%) Public Sector
8 5 (4.13%) Games
9 4 (3.31%) Electronics
9 4 (3.31%) Inclusion and Diversity
9 4 (3.31%) Telecoms
10 3 (2.48%) Banking
11 1 (0.83%) Advertising
11 1 (0.83%) Aerospace
11 1 (0.83%) Czech Language
11 1 (0.83%) Health Technology
11 1 (0.83%) Presentation Skills
11 1 (0.83%) Tech for Good
Job Titles
1 30 (24.79%) Senior
2 29 (23.97%) Machine Learning Engineer
3 18 (14.88%) Operations Engineer
4 14 (11.57%) Data Scientist
5 13 (10.74%) Senior Manager
6 10 (8.26%) Artificial Intelligence Engineer
7 9 (7.44%) Lead
8 8 (6.61%) Developer
9 6 (4.96%) Consultant
9 6 (4.96%) Software Engineer
10 5 (4.13%) Artificial Intelligence Developer
10 5 (4.13%) Head of AI
10 5 (4.13%) Machine Learning Consultant
11 4 (3.31%) Associate Engineer
11 4 (3.31%) Senior Data Scientist
11 4 (3.31%) Senior Software Engineer
12 3 (2.48%) Data Engineer
12 3 (2.48%) Senior Data Engineer
12 3 (2.48%) Senior Developer
13 2 (1.65%) Software Developer
Libraries, Frameworks & Software Standards
1 112 (92.56%) PyTorch
2 52 (42.98%) scikit-learn
3 36 (29.75%) Keras
4 32 (26.45%) Hugging Face
5 30 (24.79%) Pandas
6 24 (19.83%) NumPy
7 22 (18.18%) LangChain
8 18 (14.88%) Lambda Expressions
8 18 (14.88%) Metaflow
8 18 (14.88%) PySpark
8 18 (14.88%) YAML
9 9 (7.44%) Google JAX
9 9 (7.44%) JAX
9 9 (7.44%) Kafka
10 6 (4.96%) FastAPI
10 6 (4.96%) XGBoost
11 4 (3.31%) JSON Web Signature
11 4 (3.31%) JWT
11 4 (3.31%) LangGraph
11 4 (3.31%) OAuth
Miscellaneous
1 20 (16.53%) Algorithms
2 18 (14.88%) Linux Command Line
3 13 (10.74%) Data Centre
3 13 (10.74%) Management Information System
4 6 (4.96%) AI Agents
4 6 (4.96%) Data Structures
4 6 (4.96%) Distributed Systems
5 4 (3.31%) Cloud Native
5 4 (3.31%) Public Cloud
6 3 (2.48%) CUDA
6 3 (2.48%) Robotics
7 1 (0.83%) 3D Graphics
7 1 (0.83%) Blog
7 1 (0.83%) Genomics
7 1 (0.83%) IoT
7 1 (0.83%) Life Science
7 1 (0.83%) Omics
7 1 (0.83%) Product Ownership
7 1 (0.83%) Stable Diffusion
7 1 (0.83%) SystemC
Operating Systems
1 20 (16.53%) Unix
2 1 (0.83%) Linux
2 1 (0.83%) Ubuntu
Processes & Methodologies
1 115 (95.04%) Machine Learning
2 109 (90.08%) AI
3 74 (61.16%) Data Science
4 60 (49.59%) MLOps
5 50 (41.32%) Computer Science
6 49 (40.50%) Generative AI
7 44 (36.36%) LLM
8 38 (31.40%) CI/CD
9 35 (28.93%) Containerisation
10 34 (28.10%) Analytics
11 31 (25.62%) Metadata Management
12 29 (23.97%) Observability
12 29 (23.97%) Software Engineering
13 28 (23.14%) Natural Language Processing
14 27 (22.31%) Service Delivery
15 26 (21.49%) Deep Learning
16 23 (19.01%) Data Engineering
16 23 (19.01%) Visualisation
17 21 (17.36%) Data Pipeline
18 20 (16.53%) Roadmaps
Programming Languages
1 89 (73.55%) Python
2 44 (36.36%) SQL
3 11 (9.09%) Java
4 8 (6.61%) C++
5 6 (4.96%) R
6 5 (4.13%) Rust
7 4 (3.31%) Bash
8 2 (1.65%) C
8 2 (1.65%) Perl
9 1 (0.83%) C#
9 1 (0.83%) Go
9 1 (0.83%) JavaScript
9 1 (0.83%) Julia
9 1 (0.83%) MATLAB
9 1 (0.83%) PHP
9 1 (0.83%) Scala
9 1 (0.83%) TypeScript
Qualifications
1 56 (46.28%) Degree
2 45 (37.19%) Master's Degree
3 35 (28.93%) Computer Science Degree
4 16 (13.22%) PhD
5 6 (4.96%) Security Cleared
6 3 (2.48%) MCP
6 3 (2.48%) Postgraduate
7 2 (1.65%) AWS Certification
7 2 (1.65%) DBS Check
7 2 (1.65%) DV Cleared
8 1 (0.83%) CISM
8 1 (0.83%) CISSP
8 1 (0.83%) SC Cleared
Quality Assurance & Compliance
1 16 (13.22%) Data Quality
2 2 (1.65%) GDPR
2 2 (1.65%) ISO/IEC 27001
2 2 (1.65%) NIST
3 1 (0.83%) EU AI Act
3 1 (0.83%) ISO 13485
3 1 (0.83%) NIST 800
System Software
1 36 (29.75%) Docker
Systems Management
1 35 (28.93%) Kubernetes
2 26 (21.49%) Kubeflow
3 23 (19.01%) Terraform
4 14 (11.57%) Prometheus
5 13 (10.74%) Grafana
6 4 (3.31%) Single Sign-On
Vendors
1 37 (30.58%) Databricks
2 18 (14.88%) OpenAI
3 13 (10.74%) Dell
3 13 (10.74%) NVIDIA
4 5 (4.13%) Microsoft
5 4 (3.31%) Google
5 4 (3.31%) SAP
6 1 (0.83%) Foundry
6 1 (0.83%) Informatica
6 1 (0.83%) Red Hat