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 7 February 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Feb 2026
Same period 2025 Same period 2024
Rank 507 591 607
Rank change year-on-year +84 +16 +211
Permanent jobs citing TensorFlow 124 82 146
As % of all permanent jobs in England 0.22% 0.18% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.90% 0.82% 0.96%
Number of salaries quoted 53 51 114
10th Percentile £46,939 £42,500 £46,275
25th Percentile £57,500 £61,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £75,000
Median % change year-on-year -6.25% +6.67% -3.23%
75th Percentile £95,000 £100,000 £95,000
90th Percentile £110,000 £121,250 £141,750
UK median annual salary £75,000 £71,250 £70,000
% change year-on-year +5.26% +1.79% -6.67%

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 6,532 10,021 15,223
As % of all permanent jobs advertised in England 11.39% 21.93% 23.04%
Number of salaries quoted 5,003 5,954 12,968
10th Percentile £36,250 £41,250 £37,500
25th Percentile £50,000 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -9.19%
75th Percentile £85,000 £87,500 £82,500
90th Percentile £110,000 £111,250 £101,625
UK median annual salary £65,000 £66,000 £61,551
% change year-on-year -1.52% +7.23% -8.81%

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 7 February 2026.

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 7 February 2026. 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 +83 80 £82,500 -13.16% 61
East of England +34 16 £42,500 - 5
North of England -15 9 £65,000 -18.75% 11
North West +23 8 £65,000 -11.86% 8
South East +13 8 £60,000 -7.69% 20
Midlands - 6 £55,000 - 3
West Midlands - 4 £55,000 -
South West -9 3 £90,000 +100.00% 5
East Midlands - 2 £70,000 - 3
Yorkshire -28 1 £71,000 -16.47% 3
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 16 (12.90%) Appian
2 13 (10.48%) Apache Spark
3 6 (4.84%) Apache Airflow
Applications
1 2 (1.61%) Chatbot
2 1 (0.81%) GNU Octave
Business Applications
1 1 (0.81%) NetSuite
1 1 (0.81%) Odoo
Cloud Services
1 56 (45.16%) Azure
2 36 (29.03%) AWS
3 30 (24.19%) GCP
4 18 (14.52%) Azure AI
5 14 (11.29%) Azure Machine Learning
6 12 (9.68%) Anthropic Claude
6 12 (9.68%) Azure Data Factory
6 12 (9.68%) Power Automate
7 11 (8.87%) H2O.ai
7 11 (8.87%) OpenShift
8 7 (5.65%) GitHub
9 6 (4.84%) GitHub Actions
9 6 (4.84%) Power Platform
9 6 (4.84%) Serverless
10 5 (4.03%) Azure DevOps
11 4 (3.23%) Datadog
11 4 (3.23%) Prefect
11 4 (3.23%) SaaS
12 3 (2.42%) AWS Lambda
12 3 (2.42%) Slack
Communications & Networking
1 10 (8.06%) Broadband
2 2 (1.61%) InfiniBand
Database & Business Intelligence
1 17 (13.71%) Pinecone
2 15 (12.10%) Metadata
3 12 (9.68%) SQL Server
4 11 (8.87%) Data Lake
5 10 (8.06%) Big Data
6 7 (5.65%) Hadoop
7 6 (4.84%) Tableau
8 5 (4.03%) MySQL
8 5 (4.03%) NoSQL
9 4 (3.23%) Data Warehouse
9 4 (3.23%) Weaviate
10 2 (1.61%) DynamoDB
11 1 (0.81%) Amazon Redshift
11 1 (0.81%) BigQuery
11 1 (0.81%) MongoDB
11 1 (0.81%) PostgreSQL
11 1 (0.81%) Power BI
Development Applications
1 29 (23.39%) MLflow
2 5 (4.03%) Git
3 1 (0.81%) GitLab
3 1 (0.81%) Jenkins
General
1 47 (37.90%) Social Skills
2 41 (33.06%) Finance
3 20 (16.13%) Analytical Skills
4 18 (14.52%) Manufacturing
5 12 (9.68%) Marketing
6 9 (7.26%) Inclusion and Diversity
7 5 (4.03%) Public Sector
8 4 (3.23%) Banking
8 4 (3.23%) Legal
9 3 (2.42%) Electronics
9 3 (2.42%) Law
9 3 (2.42%) Telecoms
10 2 (1.61%) Advertising
10 2 (1.61%) Financial Institution
10 2 (1.61%) Organisational Skills
11 1 (0.81%) Back Office
11 1 (0.81%) Digital Economy
11 1 (0.81%) Games
11 1 (0.81%) Health Technology
11 1 (0.81%) Investment Banking
Job Titles
1 23 (18.55%) Lead
2 17 (13.71%) Artificial Intelligence Engineer
3 15 (12.10%) Data Scientist
4 14 (11.29%) Consultant
4 14 (11.29%) Senior
5 12 (9.68%) Automation Engineer
5 12 (9.68%) Data Engineer
6 7 (5.65%) Data Consultant
6 7 (5.65%) Machine Learning Engineer
7 6 (4.84%) Data Science Engineer
7 6 (4.84%) Developer
7 6 (4.84%) Machine Learning Consultant
7 6 (4.84%) Senior Data Scientist
8 5 (4.03%) Artificial Intelligence Developer
8 5 (4.03%) Lead Data Engineer
8 5 (4.03%) Machine Learning Scientist
9 4 (3.23%) Artificial Intelligence Consultant
9 4 (3.23%) Development Manager
9 4 (3.23%) Senior Consultant
10 3 (2.42%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 113 (91.13%) PyTorch
2 48 (38.71%) scikit-learn
3 32 (25.81%) Pandas
4 24 (19.35%) Hugging Face
5 21 (16.94%) LangChain
6 20 (16.13%) NumPy
7 17 (13.71%) Django
7 17 (13.71%) FastAPI
7 17 (13.71%) Keras
8 16 (12.90%) REST
9 14 (11.29%) RESTful
10 13 (10.48%) Faiss
10 13 (10.48%) Flask
11 12 (9.68%) JWT
11 12 (9.68%) OAuth
11 12 (9.68%) OpenAPI
11 12 (9.68%) pytest
11 12 (9.68%) Swagger
11 12 (9.68%) Web Services
12 10 (8.06%) JAX
Miscellaneous
1 26 (20.97%) Algorithms
2 16 (12.90%) Low-Code
3 12 (9.68%) Legacy Systems
4 11 (8.87%) Data Centre
4 11 (8.87%) Management Information System
5 9 (7.26%) AI Agents
5 9 (7.26%) CUDA
5 9 (7.26%) Distributed Systems
6 8 (6.45%) Cloud Native
7 7 (5.65%) Video\Live Streaming
8 5 (4.03%) Life Science
9 4 (3.23%) Cyber Threat
9 4 (3.23%) Data Structures
9 4 (3.23%) Enterprise Software
9 4 (3.23%) Hackathon
10 3 (2.42%) Over-the-Top Content
10 3 (2.42%) Robotics
11 2 (1.61%) 3D Graphics
11 2 (1.61%) Embedded Systems
11 2 (1.61%) Self-Driving Car
Operating Systems
1 2 (1.61%) Linux
1 2 (1.61%) Robot Operating System
1 2 (1.61%) Unix
2 1 (0.81%) Windows
Processes & Methodologies
1 114 (91.94%) Machine Learning
2 113 (91.13%) AI
3 59 (47.58%) Generative AI
3 59 (47.58%) LLM
4 58 (46.77%) Data Science
5 48 (38.71%) CI/CD
6 47 (37.90%) Analytics
6 47 (37.90%) MLOps
7 45 (36.29%) Computer Science
8 44 (35.48%) Retrieval-Augmented Generation
9 41 (33.06%) Data Engineering
10 36 (29.03%) Data Pipeline
11 35 (28.23%) Stakeholder Management
12 31 (25.00%) Problem-Solving
13 27 (21.77%) Containerisation
13 27 (21.77%) Natural Language Processing
14 25 (20.16%) Data Governance
14 25 (20.16%) Deep Learning
15 24 (19.35%) Open Source
15 24 (19.35%) Software Engineering
Programming Languages
1 105 (84.68%) Python
2 32 (25.81%) SQL
3 12 (9.68%) R
4 9 (7.26%) JavaScript
5 7 (5.65%) Java
6 6 (4.84%) Go
7 5 (4.03%) C++
7 5 (4.03%) PHP
7 5 (4.03%) TypeScript
8 4 (3.23%) Bash
8 4 (3.23%) PowerShell
9 1 (0.81%) C
9 1 (0.81%) MATLAB
Qualifications
1 49 (39.52%) Degree
2 27 (21.77%) Master's Degree
3 18 (14.52%) Computer Science Degree
3 18 (14.52%) PhD
4 12 (9.68%) Security Cleared
5 10 (8.06%) SC Cleared
6 4 (3.23%) Microsoft Certification
6 4 (3.23%) Numerate Degree
7 3 (2.42%) AWS Certification
7 3 (2.42%) Azure Certification
7 3 (2.42%) CISSP
7 3 (2.42%) DV Cleared
8 2 (1.61%) CESG Certified Professional
8 2 (1.61%) DBS Check
8 2 (1.61%) Microsoft Certified Professional
8 2 (1.61%) OSCP
9 1 (0.81%) CISM
Quality Assurance & Compliance
1 27 (21.77%) Data Quality
2 4 (3.23%) NIST
2 4 (3.23%) SLA
3 3 (2.42%) NIST 800
4 2 (1.61%) Def Stans
4 2 (1.61%) ISO/IEC 27001
4 2 (1.61%) JSP 440
4 2 (1.61%) NCSC
5 1 (0.81%) EU AI Act
5 1 (0.81%) GDPR
5 1 (0.81%) ISO 13485
System Software
1 41 (33.06%) Docker
2 2 (1.61%) GPFS
2 2 (1.61%) Lustre
2 2 (1.61%) Slurm Workload Manager
Systems Management
1 35 (28.23%) Kubernetes
2 9 (7.26%) Terraform
3 6 (4.84%) Ansible
4 4 (3.23%) Kubeflow
5 2 (1.61%) SELinux
6 1 (0.81%) Argo
6 1 (0.81%) Grafana
6 1 (0.81%) Prometheus
Vendors
1 26 (20.97%) OpenAI
2 25 (20.16%) Databricks
3 15 (12.10%) Microsoft
4 13 (10.48%) NVIDIA
5 12 (9.68%) Automation Anywhere
5 12 (9.68%) Dell
5 12 (9.68%) UiPath
6 5 (4.03%) Foundry
7 4 (3.23%) CrowdStrike
7 4 (3.23%) Fortinet
7 4 (3.23%) Google
7 4 (3.23%) Palo Alto
7 4 (3.23%) SAP
8 2 (1.61%) Splunk
9 1 (0.81%) IBM
9 1 (0.81%) Intel