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

6 months to
22 Nov 2025
Same period 2024 Same period 2023
Rank 485 618 580
Rank change year-on-year +133 -38 +176
Permanent jobs citing TensorFlow 138 112 111
As % of all permanent jobs in England 0.30% 0.18% 0.24%
As % of the Libraries, Frameworks & Software Standards category 2.16% 0.89% 0.89%
Number of salaries quoted 59 68 87
10th Percentile £49,500 £55,125 £46,800
25th Percentile £59,375 £63,438 £57,500
Median annual salary (50th Percentile) £77,500 £85,000 £75,000
Median % change year-on-year -8.82% +13.33% -3.23%
75th Percentile £97,500 £104,063 £90,625
90th Percentile £115,000 £125,550 £132,000
UK median annual salary £76,250 £83,750 £72,000
% change year-on-year -8.96% +16.32% -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 6,381 12,625 12,467
As % of all permanent jobs advertised in England 13.77% 20.60% 26.68%
Number of salaries quoted 4,785 7,651 10,247
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% +1.50%
75th Percentile £86,250 £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 22 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 22 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 +75 70 £95,000 -3.80% 211
South East +54 20 £56,250 -13.46% 38
North of England +50 16 £65,000 -3.70% 16
East of England +28 13 £47,500 - 10
North West +51 10 £65,000 - 13
Midlands +67 8 £67,500 +22.17% 10
South West +25 8 £85,000 +1.80% 12
Yorkshire +13 5 £63,000 -18.71% 3
East Midlands +26 4 - - 3
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 (26.81%) Apache Spark
2 11 (7.97%) Apache Airflow
3 4 (2.90%) Appian
4 1 (0.72%) Apache
4 1 (0.72%) nginx
4 1 (0.72%) SAS
Applications
1 1 (0.72%) GNU Octave
Business Applications
1 1 (0.72%) NetSuite
1 1 (0.72%) Odoo
Cloud Services
1 75 (54.35%) AWS
2 59 (42.75%) Azure
3 48 (34.78%) GCP
4 21 (15.22%) Amazon EKS
4 21 (15.22%) Amazon S3
5 18 (13.04%) Amazon ELB
6 14 (10.14%) Azure Monitor
7 13 (9.42%) H2O.ai
7 13 (9.42%) OpenShift
8 9 (6.52%) Amazon SageMaker
9 8 (5.80%) Serverless
10 7 (5.07%) Prefect
11 6 (4.35%) Amazon EC2
11 6 (4.35%) GitHub
12 5 (3.62%) AWS Lambda
12 5 (3.62%) Azure Machine Learning
12 5 (3.62%) GitHub Actions
12 5 (3.62%) SaaS
13 4 (2.90%) Amazon Bedrock
14 3 (2.17%) Amazon ECS
Communications & Networking
1 2 (1.45%) Broadband
1 2 (1.45%) InfiniBand
Database & Business Intelligence
1 31 (22.46%) Metadata
2 23 (16.67%) DynamoDB
3 18 (13.04%) Delta Lake
3 18 (13.04%) Spark SQL
4 17 (12.32%) Data Lake
5 10 (7.25%) NoSQL
6 9 (6.52%) Big Data
7 5 (3.62%) MySQL
7 5 (3.62%) Pinecone
7 5 (3.62%) PostgreSQL
8 4 (2.90%) Tableau
9 3 (2.17%) Amazon Aurora
9 3 (2.17%) Amazon RDS
9 3 (2.17%) Electronic Patient Records
10 2 (1.45%) Data Warehouse
10 2 (1.45%) Hadoop
10 2 (1.45%) MongoDB
10 2 (1.45%) Relational Database
10 2 (1.45%) SQL Server
10 2 (1.45%) Weaviate
Development Applications
1 31 (22.46%) MLflow
2 7 (5.07%) Git
3 1 (0.72%) GitLab
3 1 (0.72%) Jenkins
3 1 (0.72%) Vite
General
1 71 (51.45%) Social Skills
2 55 (39.86%) Finance
3 20 (14.49%) Manufacturing
4 19 (13.77%) Law
5 17 (12.32%) Legal
6 12 (8.70%) Marketing
7 11 (7.97%) Analytical Skills
8 7 (5.07%) Public Sector
9 5 (3.62%) Games
10 4 (2.90%) Banking
10 4 (2.90%) Electronics
10 4 (2.90%) Inclusion and Diversity
10 4 (2.90%) Telecoms
11 1 (0.72%) Aerospace
11 1 (0.72%) Back Office
11 1 (0.72%) Financial Institution
11 1 (0.72%) Health Technology
11 1 (0.72%) Investment Banking
11 1 (0.72%) Tech for Good
Job Titles
1 28 (20.29%) Machine Learning Engineer
1 28 (20.29%) Senior
2 18 (13.04%) Operations Engineer
3 14 (10.14%) Artificial Intelligence Engineer
3 14 (10.14%) Data Scientist
4 13 (9.42%) Senior Manager
5 12 (8.70%) Lead
6 9 (6.52%) Consultant
7 8 (5.80%) Developer
8 7 (5.07%) Data Engineer
9 5 (3.62%) Artificial Intelligence Developer
9 5 (3.62%) Head of AI
9 5 (3.62%) Machine Learning Consultant
9 5 (3.62%) Software Engineer
10 4 (2.90%) Senior Data Scientist
11 3 (2.17%) Associate Engineer
11 3 (2.17%) Data Science Engineer
11 3 (2.17%) Python Engineer
11 3 (2.17%) Senior Data Engineer
11 3 (2.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 128 (92.75%) PyTorch
2 59 (42.75%) scikit-learn
3 38 (27.54%) Hugging Face
4 36 (26.09%) Keras
4 36 (26.09%) Pandas
5 27 (19.57%) NumPy
6 26 (18.84%) LangChain
7 18 (13.04%) Lambda Expressions
7 18 (13.04%) Metaflow
7 18 (13.04%) PySpark
7 18 (13.04%) YAML
8 10 (7.25%) FastAPI
9 9 (6.52%) Google JAX
9 9 (6.52%) JAX
9 9 (6.52%) Kafka
10 6 (4.35%) Django
10 6 (4.35%) XGBoost
11 5 (3.62%) JWT
11 5 (3.62%) OAuth
11 5 (3.62%) REST
Miscellaneous
1 21 (15.22%) Algorithms
2 18 (13.04%) Linux Command Line
3 13 (9.42%) Data Centre
3 13 (9.42%) Management Information System
4 8 (5.80%) AI Agents
4 8 (5.80%) Distributed Systems
5 6 (4.35%) Cloud Native
5 6 (4.35%) Data Structures
6 5 (3.62%) CUDA
7 3 (2.17%) Legacy Systems
7 3 (2.17%) Public Cloud
7 3 (2.17%) Robotics
8 2 (1.45%) Greenfield Project
8 2 (1.45%) Hackathon
8 2 (1.45%) Low-Code
8 2 (1.45%) Product Ownership
8 2 (1.45%) Team-Oriented Environment
9 1 (0.72%) Autonomous Agent
9 1 (0.72%) Genomics
9 1 (0.72%) Omics
Operating Systems
1 20 (14.49%) Unix
2 3 (2.17%) Linux
3 1 (0.72%) Ubuntu
3 1 (0.72%) Windows
Processes & Methodologies
1 130 (94.20%) Machine Learning
2 127 (92.03%) AI
3 81 (58.70%) Data Science
4 67 (48.55%) MLOps
5 58 (42.03%) LLM
6 57 (41.30%) Generative AI
7 50 (36.23%) CI/CD
7 50 (36.23%) Computer Science
8 41 (29.71%) Containerisation
9 40 (28.99%) Analytics
10 34 (24.64%) Observability
11 32 (23.19%) Natural Language Processing
12 31 (22.46%) Data Engineering
12 31 (22.46%) Metadata Management
13 30 (21.74%) Retrieval-Augmented Generation
13 30 (21.74%) Software Engineering
14 28 (20.29%) Roadmaps
15 27 (19.57%) Data Pipeline
15 27 (19.57%) Service Delivery
16 26 (18.84%) Deep Learning
Programming Languages
1 103 (74.64%) Python
2 48 (34.78%) SQL
3 13 (9.42%) Java
4 8 (5.80%) C++
4 8 (5.80%) R
5 6 (4.35%) Bash
6 5 (3.62%) Go
7 4 (2.90%) JavaScript
7 4 (2.90%) Rust
7 4 (2.90%) TypeScript
8 3 (2.17%) PHP
9 2 (1.45%) C
9 2 (1.45%) Perl
10 1 (0.72%) C#
10 1 (0.72%) Julia
10 1 (0.72%) MATLAB
10 1 (0.72%) Scala
Qualifications
1 55 (39.86%) Degree
2 42 (30.43%) Master's Degree
3 35 (25.36%) Computer Science Degree
4 14 (10.14%) PhD
5 12 (8.70%) Security Cleared
6 6 (4.35%) SC Cleared
7 4 (2.90%) DV Cleared
7 4 (2.90%) MCP
8 3 (2.17%) CISSP
8 3 (2.17%) Postgraduate
9 2 (1.45%) AWS Certification
9 2 (1.45%) CESG Certified Professional
9 2 (1.45%) DBS Check
9 2 (1.45%) OSCP
10 1 (0.72%) CISM
Quality Assurance & Compliance
1 19 (13.77%) Data Quality
2 4 (2.90%) NIST
3 3 (2.17%) NIST 800
4 2 (1.45%) Def Stans
4 2 (1.45%) GDPR
4 2 (1.45%) ISO/IEC 27001
4 2 (1.45%) JSP 440
4 2 (1.45%) NCSC
4 2 (1.45%) SLA
5 1 (0.72%) EU AI Act
5 1 (0.72%) ISO 13485
System Software
1 45 (32.61%) Docker
2 2 (1.45%) GPFS
2 2 (1.45%) Lustre
2 2 (1.45%) Slurm Workload Manager
Systems Management
1 42 (30.43%) Kubernetes
2 28 (20.29%) Terraform
3 26 (18.84%) Kubeflow
4 15 (10.87%) Prometheus
5 14 (10.14%) Grafana
6 4 (2.90%) Ansible
7 3 (2.17%) Single Sign-On
8 2 (1.45%) SELinux
Vendors
1 40 (28.99%) Databricks
2 24 (17.39%) OpenAI
3 15 (10.87%) NVIDIA
4 14 (10.14%) Dell
5 9 (6.52%) Microsoft
6 5 (3.62%) SAP
7 4 (2.90%) Google
8 2 (1.45%) Automation Anywhere
8 2 (1.45%) Splunk
8 2 (1.45%) UiPath
9 1 (0.72%) Foundry
9 1 (0.72%) Informatica
9 1 (0.72%) Intel
9 1 (0.72%) Red Hat