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

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 493 589 556
Rank change year-on-year +96 -33 +228
Permanent jobs citing TensorFlow 119 91 104
As % of all permanent jobs in England 0.23% 0.18% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.91% 0.85% 0.92%
Number of salaries quoted 55 57 77
10th Percentile £46,939 £56,250 £44,450
25th Percentile £59,375 £62,500 £60,000
Median annual salary (50th Percentile) £75,000 £85,000 £77,500
Median % change year-on-year -11.76% +9.68% -
75th Percentile £98,750 £100,000 £101,185
90th Percentile £115,000 £122,850 £141,000
UK median annual salary £75,000 £80,000 £76,942
% change year-on-year -6.25% +3.98% -0.72%

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 6,217 10,715 11,286
As % of all permanent jobs advertised in England 11.96% 21.52% 24.98%
Number of salaries quoted 4,782 6,381 9,454
10th Percentile £35,854 £40,000 £41,250
25th Percentile £48,863 £50,000 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -3.70%
75th Percentile £85,000 £86,250 £86,250
90th Percentile £111,250 £110,000 £110,000
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

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 31 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 31 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 +85 78 £84,000 -11.58% 144
East of England +32 16 £45,000 - 14
South East +32 8 £56,250 -13.46% 25
North of England +10 7 £70,000 -17.65% 31
North West +25 6 £67,500 +1.89% 25
South West +9 4 £90,000 +53.19% 8
West Midlands - 3 £56,250 - 1
Midlands - 3 £56,250 - 1
Yorkshire -5 1 £71,000 -16.47% 5
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 19 (15.97%) Apache Spark
2 11 (9.24%) Apache Airflow
2 11 (9.24%) Appian
3 1 (0.84%) nginx
3 1 (0.84%) SAS
Applications
1 1 (0.84%) Chatbot
1 1 (0.84%) GNU Octave
Business Applications
1 1 (0.84%) NetSuite
1 1 (0.84%) Odoo
Cloud Services
1 52 (43.70%) Azure
2 43 (36.13%) AWS
3 34 (28.57%) GCP
4 12 (10.08%) Azure Machine Learning
4 12 (10.08%) H2O.ai
4 12 (10.08%) OpenShift
5 11 (9.24%) Azure AI
6 7 (5.88%) Anthropic Claude
6 7 (5.88%) Azure Data Factory
6 7 (5.88%) GitHub
6 7 (5.88%) Power Automate
6 7 (5.88%) Prefect
7 6 (5.04%) GitHub Actions
8 5 (4.20%) Azure DevOps
8 5 (4.20%) SaaS
8 5 (4.20%) Serverless
9 4 (3.36%) Amazon SageMaker
9 4 (3.36%) Datadog
9 4 (3.36%) Power Platform
10 3 (2.52%) Amazon EC2
Communications & Networking
1 4 (3.36%) Broadband
2 2 (1.68%) InfiniBand
Database & Business Intelligence
1 14 (11.76%) Data Lake
2 12 (10.08%) Metadata
2 12 (10.08%) Pinecone
3 11 (9.24%) Big Data
4 7 (5.88%) NoSQL
4 7 (5.88%) SQL Server
5 6 (5.04%) Hadoop
5 6 (5.04%) Tableau
6 5 (4.20%) MySQL
7 4 (3.36%) Data Warehouse
7 4 (3.36%) Weaviate
8 2 (1.68%) DynamoDB
8 2 (1.68%) PostgreSQL
9 1 (0.84%) Amazon Redshift
9 1 (0.84%) BigQuery
9 1 (0.84%) ClickHouse
9 1 (0.84%) MongoDB
9 1 (0.84%) Parquet
9 1 (0.84%) PostHog
9 1 (0.84%) Power BI
Development Applications
1 25 (21.01%) MLflow
2 6 (5.04%) Git
3 1 (0.84%) GitLab
3 1 (0.84%) Jenkins
3 1 (0.84%) Vite
General
1 42 (35.29%) Social Skills
2 39 (32.77%) Finance
3 19 (15.97%) Manufacturing
4 15 (12.61%) Analytical Skills
5 13 (10.92%) Marketing
6 7 (5.88%) Public Sector
7 6 (5.04%) Inclusion and Diversity
8 4 (3.36%) Banking
8 4 (3.36%) Electronics
8 4 (3.36%) Law
8 4 (3.36%) Telecoms
9 3 (2.52%) Legal
10 2 (1.68%) Financial Institution
11 1 (0.84%) Back Office
11 1 (0.84%) Digital Economy
11 1 (0.84%) Games
11 1 (0.84%) Health Technology
11 1 (0.84%) Investment Banking
11 1 (0.84%) Organisational Skills
11 1 (0.84%) Tech for Good
Job Titles
1 18 (15.13%) Artificial Intelligence Engineer
2 16 (13.45%) Senior
3 15 (12.61%) Consultant
4 14 (11.76%) Lead
5 13 (10.92%) Data Scientist
6 12 (10.08%) Data Engineer
7 8 (6.72%) Developer
7 8 (6.72%) Machine Learning Consultant
7 8 (6.72%) Machine Learning Engineer
8 7 (5.88%) Automation Engineer
9 6 (5.04%) Artificial Intelligence Developer
9 6 (5.04%) Data Consultant
10 5 (4.20%) Data Science Engineer
10 5 (4.20%) Lead Data Engineer
10 5 (4.20%) Machine Learning Scientist
10 5 (4.20%) Senior Data Scientist
11 4 (3.36%) Artificial Intelligence Consultant
11 4 (3.36%) Development Manager
12 3 (2.52%) Principal Data Scientist
12 3 (2.52%) Senior Consultant
Libraries, Frameworks & Software Standards
1 107 (89.92%) PyTorch
2 49 (41.18%) scikit-learn
3 27 (22.69%) Pandas
4 24 (20.17%) Hugging Face
5 18 (15.13%) Keras
5 18 (15.13%) LangChain
6 15 (12.61%) NumPy
7 14 (11.76%) FastAPI
8 13 (10.92%) Django
9 12 (10.08%) Google JAX
9 12 (10.08%) JAX
9 12 (10.08%) REST
10 9 (7.56%) Flask
10 9 (7.56%) React
10 9 (7.56%) RESTful
11 8 (6.72%) Faiss
11 8 (6.72%) Kafka
12 7 (5.88%) JWT
12 7 (5.88%) OpenAPI
12 7 (5.88%) Swagger
Miscellaneous
1 25 (21.01%) Algorithms
2 12 (10.08%) Data Centre
2 12 (10.08%) Management Information System
3 11 (9.24%) Distributed Systems
4 9 (7.56%) Low-Code
5 8 (6.72%) Cloud Native
5 8 (6.72%) CUDA
5 8 (6.72%) Legacy Systems
6 6 (5.04%) AI Agents
7 5 (4.20%) Data Structures
7 5 (4.20%) Life Science
8 4 (3.36%) Hackathon
9 3 (2.52%) Cyber Threat
9 3 (2.52%) Enterprise Software
10 2 (1.68%) 3D Graphics
11 1 (0.84%) FMCG
11 1 (0.84%) Robotics
11 1 (0.84%) Social Network
11 1 (0.84%) SystemC
11 1 (0.84%) Video\Live Streaming
Operating Systems
1 2 (1.68%) Linux
1 2 (1.68%) Unix
2 1 (0.84%) Windows
Processes & Methodologies
1 110 (92.44%) Machine Learning
2 108 (90.76%) AI
3 58 (48.74%) LLM
4 55 (46.22%) Data Science
5 50 (42.02%) Generative AI
6 46 (38.66%) Analytics
7 44 (36.97%) Computer Science
8 41 (34.45%) MLOps
9 40 (33.61%) Retrieval-Augmented Generation
10 39 (32.77%) CI/CD
10 39 (32.77%) Data Engineering
11 31 (26.05%) Data Pipeline
12 30 (25.21%) Natural Language Processing
13 29 (24.37%) Stakeholder Management
14 27 (22.69%) Containerisation
15 26 (21.85%) Deep Learning
16 25 (21.01%) Data Governance
17 24 (20.17%) Problem-Solving
17 24 (20.17%) Software Engineering
18 22 (18.49%) Observability
Programming Languages
1 98 (82.35%) Python
2 33 (27.73%) SQL
3 10 (8.40%) R
4 8 (6.72%) Java
4 8 (6.72%) JavaScript
5 6 (5.04%) Bash
5 6 (5.04%) Go
5 6 (5.04%) PHP
5 6 (5.04%) TypeScript
6 3 (2.52%) C++
6 3 (2.52%) PowerShell
7 2 (1.68%) Perl
8 1 (0.84%) C
8 1 (0.84%) C#
8 1 (0.84%) MATLAB
8 1 (0.84%) Rust
8 1 (0.84%) Scala
Qualifications
1 48 (40.34%) Degree
2 28 (23.53%) Master's Degree
3 21 (17.65%) Computer Science Degree
4 14 (11.76%) PhD
5 13 (10.92%) Security Cleared
6 8 (6.72%) SC Cleared
7 4 (3.36%) DV Cleared
7 4 (3.36%) MCP
8 3 (2.52%) CISSP
8 3 (2.52%) Microsoft Certification
8 3 (2.52%) Numerate Degree
9 2 (1.68%) AWS Certification
9 2 (1.68%) CESG Certified Professional
9 2 (1.68%) DBS Check
9 2 (1.68%) OSCP
10 1 (0.84%) Azure Certification
10 1 (0.84%) CISM
Quality Assurance & Compliance
1 23 (19.33%) Data Quality
2 4 (3.36%) NIST
2 4 (3.36%) SLA
3 3 (2.52%) NIST 800
4 2 (1.68%) Def Stans
4 2 (1.68%) ISO/IEC 27001
4 2 (1.68%) JSP 440
4 2 (1.68%) NCSC
5 1 (0.84%) EU AI Act
5 1 (0.84%) GDPR
5 1 (0.84%) ISO 13485
System Software
1 39 (32.77%) Docker
2 2 (1.68%) GPFS
2 2 (1.68%) Lustre
2 2 (1.68%) Slurm Workload Manager
Systems Management
1 33 (27.73%) Kubernetes
2 11 (9.24%) Terraform
3 7 (5.88%) Kubeflow
4 6 (5.04%) Ansible
5 2 (1.68%) Prometheus
5 2 (1.68%) SELinux
6 1 (0.84%) Grafana
Vendors
1 23 (19.33%) Databricks
2 20 (16.81%) OpenAI
3 14 (11.76%) NVIDIA
4 13 (10.92%) Dell
5 12 (10.08%) Microsoft
6 7 (5.88%) Automation Anywhere
6 7 (5.88%) UiPath
7 5 (4.20%) SAP
8 4 (3.36%) Foundry
9 3 (2.52%) CrowdStrike
9 3 (2.52%) Fortinet
9 3 (2.52%) Google
9 3 (2.52%) Palo Alto
10 2 (1.68%) Splunk
11 1 (0.84%) Informatica
11 1 (0.84%) Intel