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

6 months to
17 Jan 2026
Same period 2025 Same period 2024
Rank 491 592 580
Rank change year-on-year +101 -12 +218
Permanent jobs citing TensorFlow 119 86 113
As % of all permanent jobs in England 0.22% 0.18% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.89% 0.83% 0.90%
Number of salaries quoted 53 54 84
10th Percentile £46,939 £47,250 £43,475
25th Percentile £57,500 £62,125 £56,250
Median annual salary (50th Percentile) £75,000 £85,000 £76,383
Median % change year-on-year -11.76% +11.28% -1.44%
75th Percentile £95,000 £100,000 £109,375
90th Percentile £115,000 £121,250 £147,500
UK median annual salary £75,000 £82,500 £72,500
% change year-on-year -9.09% +13.79% -3.33%

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 6,299 10,365 12,570
As % of all permanent jobs advertised in England 11.74% 21.60% 23.97%
Number of salaries quoted 4,833 6,088 10,576
10th Percentile £36,250 £41,250 £40,000
25th Percentile £50,000 £50,415 £50,000
Median annual salary (50th Percentile) £65,000 £67,500 £65,000
Median % change year-on-year -3.70% +3.85% -5.34%
75th Percentile £85,000 £87,500 £85,000
90th Percentile £110,000 £110,000 £107,500
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 17 January 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 17 January 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 +86 78 £82,750 -12.89% 52
East of England +30 16 £45,000 - 47
South East +32 8 £56,250 -11.76% 73
North of England +10 8 £67,500 -20.59% 40
North West +18 7 £65,000 -3.70% 15
South West +1 4 £90,000 +100.00% 29
West Midlands - 2 £45,000 - 8
Midlands - 2 £45,000 - 28
Yorkshire -15 1 £71,000 -16.47% 19
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 14 (11.76%) Apache Spark
1 14 (11.76%) Appian
2 7 (5.88%) Apache Airflow
3 1 (0.84%) nginx
Applications
1 2 (1.68%) Chatbot
2 1 (0.84%) GNU Octave
Business Applications
1 1 (0.84%) NetSuite
1 1 (0.84%) Odoo
Cloud Services
1 54 (45.38%) Azure
2 39 (32.77%) AWS
3 31 (26.05%) GCP
4 16 (13.45%) Azure AI
5 13 (10.92%) Azure Machine Learning
6 10 (8.40%) Anthropic Claude
6 10 (8.40%) Azure Data Factory
6 10 (8.40%) H2O.ai
6 10 (8.40%) OpenShift
6 10 (8.40%) Power Automate
7 6 (5.04%) GitHub
8 5 (4.20%) Azure DevOps
8 5 (4.20%) GitHub Actions
8 5 (4.20%) Power Platform
8 5 (4.20%) SaaS
8 5 (4.20%) Serverless
9 4 (3.36%) Datadog
9 4 (3.36%) Prefect
10 2 (1.68%) AWS CloudFormation
10 2 (1.68%) AWS Lambda
Communications & Networking
1 4 (3.36%) Broadband
2 2 (1.68%) InfiniBand
Database & Business Intelligence
1 15 (12.61%) Pinecone
2 11 (9.24%) Big Data
3 10 (8.40%) Data Lake
3 10 (8.40%) Metadata
3 10 (8.40%) SQL Server
4 6 (5.04%) Hadoop
4 6 (5.04%) NoSQL
4 6 (5.04%) Tableau
5 5 (4.20%) MySQL
6 4 (3.36%) Data Warehouse
6 4 (3.36%) Weaviate
7 2 (1.68%) DynamoDB
7 2 (1.68%) PostgreSQL
8 1 (0.84%) BigQuery
8 1 (0.84%) ClickHouse
8 1 (0.84%) MongoDB
8 1 (0.84%) Parquet
8 1 (0.84%) PostHog
8 1 (0.84%) Power BI
Development Applications
1 27 (22.69%) MLflow
2 5 (4.20%) Git
3 1 (0.84%) GitLab
3 1 (0.84%) Jenkins
3 1 (0.84%) Vite
General
1 44 (36.97%) Social Skills
2 37 (31.09%) Finance
3 16 (13.45%) Manufacturing
4 15 (12.61%) Analytical Skills
5 12 (10.08%) Marketing
6 9 (7.56%) Inclusion and Diversity
7 6 (5.04%) Public Sector
8 4 (3.36%) Banking
8 4 (3.36%) Law
9 3 (2.52%) Electronics
9 3 (2.52%) Legal
9 3 (2.52%) Telecoms
10 2 (1.68%) Financial Institution
10 2 (1.68%) Organisational Skills
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%) Tech for Good
Job Titles
1 17 (14.29%) Artificial Intelligence Engineer
1 17 (14.29%) Consultant
2 15 (12.61%) Data Scientist
2 15 (12.61%) Lead
2 15 (12.61%) Senior
3 13 (10.92%) Data Engineer
4 10 (8.40%) Automation Engineer
5 9 (7.56%) Machine Learning Consultant
6 8 (6.72%) Developer
7 7 (5.88%) Data Consultant
7 7 (5.88%) Data Science Engineer
7 7 (5.88%) Machine Learning Engineer
8 6 (5.04%) Artificial Intelligence Developer
9 5 (4.20%) Artificial Intelligence Consultant
9 5 (4.20%) Lead Data Engineer
9 5 (4.20%) Machine Learning Scientist
9 5 (4.20%) Senior Data Scientist
10 4 (3.36%) Development Manager
10 4 (3.36%) Senior Consultant
11 3 (2.52%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 107 (89.92%) PyTorch
2 48 (40.34%) scikit-learn
3 31 (26.05%) Pandas
4 23 (19.33%) Hugging Face
5 21 (17.65%) LangChain
6 18 (15.13%) NumPy
7 16 (13.45%) Django
7 16 (13.45%) FastAPI
7 16 (13.45%) Keras
8 15 (12.61%) REST
9 12 (10.08%) Google JAX
9 12 (10.08%) JAX
9 12 (10.08%) RESTful
10 11 (9.24%) Faiss
10 11 (9.24%) Flask
11 10 (8.40%) OAuth
11 10 (8.40%) pytest
11 10 (8.40%) React
11 10 (8.40%) Swagger
11 10 (8.40%) Web Services
Miscellaneous
1 23 (19.33%) Algorithms
2 13 (10.92%) Low-Code
3 11 (9.24%) Legacy Systems
4 10 (8.40%) Data Centre
4 10 (8.40%) Management Information System
5 9 (7.56%) CUDA
6 8 (6.72%) AI Agents
6 8 (6.72%) Cloud Native
6 8 (6.72%) Distributed Systems
7 5 (4.20%) Life Science
8 4 (3.36%) Cyber Threat
8 4 (3.36%) Data Structures
8 4 (3.36%) Enterprise Software
8 4 (3.36%) Hackathon
9 2 (1.68%) 3D Graphics
10 1 (0.84%) FMCG
10 1 (0.84%) IoT
10 1 (0.84%) Over-the-Top Content
10 1 (0.84%) Social Network
10 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
1 108 (90.76%) AI
1 108 (90.76%) Machine Learning
2 59 (49.58%) LLM
3 57 (47.90%) Data Science
4 51 (42.86%) Generative AI
5 46 (38.66%) Analytics
6 43 (36.13%) Computer Science
7 42 (35.29%) Retrieval-Augmented Generation
8 41 (34.45%) MLOps
9 40 (33.61%) CI/CD
10 38 (31.93%) Data Engineering
11 31 (26.05%) Stakeholder Management
12 30 (25.21%) Data Pipeline
13 28 (23.53%) Natural Language Processing
13 28 (23.53%) Problem-Solving
14 26 (21.85%) Containerisation
15 24 (20.17%) Data Governance
16 22 (18.49%) Deep Learning
17 21 (17.65%) Open Source
17 21 (17.65%) Software Engineering
Programming Languages
1 100 (84.03%) Python
2 33 (27.73%) SQL
3 11 (9.24%) R
4 9 (7.56%) JavaScript
5 8 (6.72%) Java
6 6 (5.04%) Go
6 6 (5.04%) PHP
6 6 (5.04%) TypeScript
7 4 (3.36%) Bash
7 4 (3.36%) PowerShell
8 3 (2.52%) C++
9 1 (0.84%) C
9 1 (0.84%) C#
9 1 (0.84%) MATLAB
9 1 (0.84%) Perl
9 1 (0.84%) Rust
Qualifications
1 48 (40.34%) Degree
2 25 (21.01%) Master's Degree
3 19 (15.97%) Computer Science Degree
4 15 (12.61%) PhD
4 15 (12.61%) Security Cleared
5 10 (8.40%) SC Cleared
6 4 (3.36%) DV Cleared
6 4 (3.36%) Microsoft Certification
6 4 (3.36%) Numerate Degree
7 3 (2.52%) CISSP
7 3 (2.52%) MCP
8 2 (1.68%) AWS Certification
8 2 (1.68%) Azure Certification
8 2 (1.68%) CESG Certified Professional
8 2 (1.68%) DBS Check
8 2 (1.68%) OSCP
9 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 9 (7.56%) Terraform
3 6 (5.04%) Ansible
4 4 (3.36%) Kubeflow
5 2 (1.68%) Prometheus
5 2 (1.68%) SELinux
6 1 (0.84%) Grafana
Vendors
1 24 (20.17%) OpenAI
2 23 (19.33%) Databricks
3 14 (11.76%) Microsoft
4 12 (10.08%) NVIDIA
5 11 (9.24%) Dell
6 10 (8.40%) Automation Anywhere
6 10 (8.40%) UiPath
7 5 (4.20%) Foundry
8 4 (3.36%) CrowdStrike
8 4 (3.36%) Fortinet
8 4 (3.36%) Palo Alto
8 4 (3.36%) SAP
9 3 (2.52%) Google
10 2 (1.68%) Splunk
11 1 (0.84%) Intel