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 17 December 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 482 591 565
Rank change year-on-year +109 -26 +215
Permanent jobs citing TensorFlow 133 102 106
As % of all permanent jobs in England 0.26% 0.20% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.15% 0.91% 0.94%
Number of salaries quoted 59 66 81
10th Percentile £47,250 £58,125 £45,750
25th Percentile £58,125 £62,813 £57,500
Median annual salary (50th Percentile) £75,000 £85,000 £76,383
Median % change year-on-year -11.76% +11.28% -1.44%
75th Percentile £97,500 £101,875 £97,500
90th Percentile £115,000 £126,875 £137,500
UK median annual salary £75,000 £81,250 £73,750
% change year-on-year -7.69% +10.17% -4.84%

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 6,184 11,167 11,259
As % of all permanent jobs advertised in England 12.01% 21.70% 26.06%
Number of salaries quoted 4,781 6,800 9,365
10th Percentile £36,250 £40,000 £41,250
25th Percentile £50,000 £50,000 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £67,250
Median % change year-on-year - -3.35% -0.37%
75th Percentile £86,250 £86,250 £87,500
90th Percentile £115,000 £111,250 £110,000
UK median annual salary £67,500 £65,000 £65,066
% change year-on-year +3.85% -0.10% +0.10%

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 17 December 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 17 December 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 76 £90,000 -5.26% 36
North of England +28 16 £65,000 -5.45% 7
East of England +35 15 £45,000 - 13
North West +38 10 £65,000 - 4
South East +40 9 £56,250 -13.46% 23
Midlands +35 9 £56,250 -2.17% 2
South West +2 5 £90,000 -4.76% 7
Yorkshire -8 5 £63,000 -25.88% 3
West Midlands - 5 £56,250 - 2
East Midlands +6 4 - -
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 (27.07%) Apache Spark
2 12 (9.02%) Apache Airflow
3 9 (6.77%) Appian
4 1 (0.75%) nginx
4 1 (0.75%) SAS
Applications
1 1 (0.75%) Chatbot
1 1 (0.75%) GNU Octave
Business Applications
1 1 (0.75%) NetSuite
1 1 (0.75%) Odoo
Cloud Services
1 60 (45.11%) AWS
2 47 (35.34%) Azure
3 35 (26.32%) GCP
4 21 (15.79%) Amazon S3
5 18 (13.53%) Amazon EKS
5 18 (13.53%) Amazon ELB
6 13 (9.77%) H2O.ai
6 13 (9.77%) OpenShift
7 9 (6.77%) Azure Machine Learning
8 8 (6.02%) Prefect
9 7 (5.26%) Azure AI
9 7 (5.26%) GitHub
10 6 (4.51%) GitHub Actions
11 5 (3.76%) Amazon SageMaker
11 5 (3.76%) Anthropic Claude
11 5 (3.76%) Azure Data Factory
11 5 (3.76%) Power Automate
11 5 (3.76%) SaaS
11 5 (3.76%) Serverless
12 4 (3.01%) Datadog
Communications & Networking
1 3 (2.26%) Broadband
2 2 (1.50%) InfiniBand
Database & Business Intelligence
1 31 (23.31%) Metadata
2 20 (15.04%) DynamoDB
3 18 (13.53%) Delta Lake
3 18 (13.53%) Spark SQL
4 16 (12.03%) Data Lake
5 10 (7.52%) Big Data
5 10 (7.52%) Pinecone
6 8 (6.02%) NoSQL
7 5 (3.76%) MySQL
7 5 (3.76%) SQL Server
8 4 (3.01%) Hadoop
8 4 (3.01%) Tableau
8 4 (3.01%) Weaviate
9 2 (1.50%) Data Mining
9 2 (1.50%) Data Warehouse
9 2 (1.50%) PostgreSQL
10 1 (0.75%) Amazon Redshift
10 1 (0.75%) BigQuery
10 1 (0.75%) MongoDB
10 1 (0.75%) Parquet
Development Applications
1 38 (28.57%) MLflow
2 7 (5.26%) Git
3 1 (0.75%) GitLab
3 1 (0.75%) Jenkins
3 1 (0.75%) Vite
General
1 60 (45.11%) Social Skills
2 42 (31.58%) Finance
3 20 (15.04%) Manufacturing
4 13 (9.77%) Analytical Skills
4 13 (9.77%) Marketing
5 7 (5.26%) Public Sector
6 4 (3.01%) Banking
6 4 (3.01%) Electronics
6 4 (3.01%) Law
6 4 (3.01%) Telecoms
7 3 (2.26%) Legal
8 2 (1.50%) Financial Institution
8 2 (1.50%) Games
8 2 (1.50%) Inclusion and Diversity
9 1 (0.75%) Back Office
9 1 (0.75%) Digital Economy
9 1 (0.75%) Health Technology
9 1 (0.75%) Investment Banking
9 1 (0.75%) Organisational Skills
9 1 (0.75%) Tech for Good
Job Titles
1 26 (19.55%) Machine Learning Engineer
2 18 (13.53%) Operations Engineer
3 17 (12.78%) Artificial Intelligence Engineer
4 14 (10.53%) Data Scientist
4 14 (10.53%) Lead
5 13 (9.77%) Senior
6 12 (9.02%) Consultant
7 11 (8.27%) Data Engineer
8 7 (5.26%) Developer
8 7 (5.26%) Machine Learning Consultant
9 5 (3.76%) Artificial Intelligence Developer
9 5 (3.76%) Automation Engineer
9 5 (3.76%) Lead Data Engineer
9 5 (3.76%) Machine Learning Scientist
9 5 (3.76%) Senior Data Scientist
10 4 (3.01%) Data Consultant
10 4 (3.01%) Data Science Engineer
10 4 (3.01%) Development Manager
10 4 (3.01%) Head of AI
11 3 (2.26%) Python Engineer
Libraries, Frameworks & Software Standards
1 120 (90.23%) PyTorch
2 66 (49.62%) scikit-learn
3 41 (30.83%) Pandas
4 37 (27.82%) Keras
5 29 (21.80%) NumPy
6 24 (18.05%) Hugging Face
7 19 (14.29%) PySpark
8 18 (13.53%) Lambda Expressions
8 18 (13.53%) Metaflow
8 18 (13.53%) YAML
9 15 (11.28%) LangChain
10 12 (9.02%) FastAPI
11 11 (8.27%) Django
12 10 (7.52%) Google JAX
12 10 (7.52%) JAX
12 10 (7.52%) REST
13 9 (6.77%) Kafka
14 7 (5.26%) Flask
14 7 (5.26%) React
14 7 (5.26%) RESTful
Miscellaneous
1 25 (18.80%) Algorithms
2 18 (13.53%) Linux Command Line
3 13 (9.77%) Data Centre
3 13 (9.77%) Management Information System
4 12 (9.02%) Distributed Systems
5 8 (6.02%) Cloud Native
6 7 (5.26%) CUDA
6 7 (5.26%) Low-Code
7 6 (4.51%) Data Structures
7 6 (4.51%) Legacy Systems
8 5 (3.76%) AI Agents
9 4 (3.01%) Hackathon
9 4 (3.01%) Life Science
10 2 (1.50%) 3D Graphics
10 2 (1.50%) Cyber Threat
10 2 (1.50%) Product Ownership
10 2 (1.50%) Robotics
10 2 (1.50%) Team-Oriented Environment
11 1 (0.75%) Genomics
11 1 (0.75%) Omics
Operating Systems
1 20 (15.04%) Unix
2 2 (1.50%) Linux
3 1 (0.75%) Windows
Processes & Methodologies
1 126 (94.74%) Machine Learning
2 120 (90.23%) AI
3 69 (51.88%) Data Science
4 59 (44.36%) MLOps
5 58 (43.61%) CI/CD
6 52 (39.10%) LLM
7 46 (34.59%) Analytics
8 45 (33.83%) Generative AI
9 44 (33.08%) Containerisation
10 43 (32.33%) Computer Science
11 38 (28.57%) Retrieval-Augmented Generation
12 37 (27.82%) Data Engineering
13 31 (23.31%) Data Pipeline
13 31 (23.31%) Metadata Management
13 31 (23.31%) Natural Language Processing
14 28 (21.05%) Stakeholder Management
15 26 (19.55%) Deep Learning
16 25 (18.80%) Software Engineering
17 24 (18.05%) Data Governance
17 24 (18.05%) Visualisation
Programming Languages
1 111 (83.46%) Python
2 50 (37.59%) SQL
3 10 (7.52%) Java
4 7 (5.26%) R
5 6 (4.51%) Bash
5 6 (4.51%) Go
5 6 (4.51%) JavaScript
5 6 (4.51%) PHP
5 6 (4.51%) TypeScript
6 4 (3.01%) C++
7 2 (1.50%) Perl
8 1 (0.75%) C
8 1 (0.75%) C#
8 1 (0.75%) MATLAB
8 1 (0.75%) PowerShell
8 1 (0.75%) Rust
8 1 (0.75%) Scala
Qualifications
1 45 (33.83%) Degree
2 30 (22.56%) Master's Degree
3 23 (17.29%) Computer Science Degree
4 13 (9.77%) PhD
5 11 (8.27%) Security Cleared
6 6 (4.51%) SC Cleared
7 4 (3.01%) DV Cleared
7 4 (3.01%) MCP
8 3 (2.26%) CISSP
9 2 (1.50%) AWS Certification
9 2 (1.50%) CESG Certified Professional
9 2 (1.50%) DBS Check
9 2 (1.50%) Numerate Degree
9 2 (1.50%) OSCP
9 2 (1.50%) Postgraduate
10 1 (0.75%) Azure Certification
10 1 (0.75%) CISM
10 1 (0.75%) Microsoft Certification
Quality Assurance & Compliance
1 21 (15.79%) Data Quality
2 4 (3.01%) NIST
2 4 (3.01%) SLA
3 3 (2.26%) NIST 800
4 2 (1.50%) Def Stans
4 2 (1.50%) ISO/IEC 27001
4 2 (1.50%) JSP 440
4 2 (1.50%) NCSC
5 1 (0.75%) EU AI Act
5 1 (0.75%) GDPR
5 1 (0.75%) ISO 13485
System Software
1 54 (40.60%) Docker
2 2 (1.50%) GPFS
2 2 (1.50%) Lustre
2 2 (1.50%) Slurm Workload Manager
Systems Management
1 48 (36.09%) Kubernetes
2 29 (21.80%) Terraform
3 25 (18.80%) Kubeflow
4 6 (4.51%) Ansible
5 2 (1.50%) Prometheus
5 2 (1.50%) SELinux
6 1 (0.75%) Grafana
Vendors
1 39 (29.32%) Databricks
2 15 (11.28%) NVIDIA
2 15 (11.28%) OpenAI
3 14 (10.53%) Dell
4 11 (8.27%) Microsoft
5 5 (3.76%) Automation Anywhere
5 5 (3.76%) SAP
5 5 (3.76%) UiPath
6 3 (2.26%) Google
7 2 (1.50%) Foundry
7 2 (1.50%) Splunk
8 1 (0.75%) CrowdStrike
8 1 (0.75%) Fortinet
8 1 (0.75%) Informatica
8 1 (0.75%) Intel
8 1 (0.75%) Palo Alto