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

6 months to
4 Jan 2026
Same period 2025 Same period 2024
Rank 472 593 572
Rank change year-on-year +121 -21 +198
Permanent jobs citing TensorFlow 121 90 107
As % of all permanent jobs in England 0.23% 0.18% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.95% 0.86% 0.93%
Number of salaries quoted 54 56 79
10th Percentile £46,939 £55,625 £42,500
25th Percentile £59,063 £62,500 £58,750
Median annual salary (50th Percentile) £75,000 £85,000 £77,500
Median % change year-on-year -11.76% +9.68% -
75th Percentile £99,375 £100,625 £103,092
90th Percentile £115,000 £123,250 £147,500
UK median annual salary £75,000 £82,500 £76,383
% change year-on-year -9.09% +8.01% -1.44%

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 6,194 10,482 11,562
As % of all permanent jobs advertised in England 11.92% 21.45% 24.82%
Number of salaries quoted 4,762 6,174 9,671
10th Percentile £35,854 £40,004 £41,250
25th Percentile £48,863 £50,000 £50,000
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -3.70%
75th Percentile £85,000 £86,250 £85,750
90th Percentile £110,000 £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 4 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 4 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 +90 80 £84,000 -11.58% 229
East of England +33 17 £45,000 - 132
South East +24 8 £56,250 -13.46% 204
North of England +19 7 £70,000 -17.65% 106
North West +28 6 £67,500 +1.89% 48
South West +3 4 £90,000 +53.19% 63
West Midlands - 2 £45,000 - 45
Midlands - 2 £45,000 - 91
Yorkshire -7 1 £71,000 -16.47% 52
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 18 (14.88%) Apache Spark
2 12 (9.92%) Appian
3 11 (9.09%) Apache Airflow
4 1 (0.83%) nginx
Applications
1 1 (0.83%) Chatbot
1 1 (0.83%) GNU Octave
Business Applications
1 1 (0.83%) NetSuite
1 1 (0.83%) Odoo
Cloud Services
1 54 (44.63%) Azure
2 43 (35.54%) AWS
3 34 (28.10%) GCP
4 13 (10.74%) Azure AI
4 13 (10.74%) Azure Machine Learning
5 12 (9.92%) H2O.ai
5 12 (9.92%) OpenShift
6 8 (6.61%) Anthropic Claude
6 8 (6.61%) Azure Data Factory
6 8 (6.61%) Power Automate
7 7 (5.79%) Prefect
8 6 (4.96%) GitHub
9 5 (4.13%) Azure DevOps
9 5 (4.13%) GitHub Actions
9 5 (4.13%) SaaS
9 5 (4.13%) Serverless
10 4 (3.31%) Datadog
10 4 (3.31%) Power Platform
11 3 (2.48%) Amazon SageMaker
12 2 (1.65%) Azure Functions
Communications & Networking
1 4 (3.31%) Broadband
2 2 (1.65%) InfiniBand
Database & Business Intelligence
1 13 (10.74%) Data Lake
1 13 (10.74%) Pinecone
2 12 (9.92%) Metadata
3 11 (9.09%) Big Data
4 8 (6.61%) SQL Server
5 7 (5.79%) NoSQL
6 6 (4.96%) Hadoop
6 6 (4.96%) Tableau
7 5 (4.13%) MySQL
8 4 (3.31%) Data Warehouse
8 4 (3.31%) Weaviate
9 2 (1.65%) DynamoDB
9 2 (1.65%) PostgreSQL
10 1 (0.83%) BigQuery
10 1 (0.83%) ClickHouse
10 1 (0.83%) MongoDB
10 1 (0.83%) Parquet
10 1 (0.83%) PostHog
10 1 (0.83%) Power BI
Development Applications
1 27 (22.31%) MLflow
2 6 (4.96%) Git
3 1 (0.83%) GitLab
3 1 (0.83%) Jenkins
3 1 (0.83%) Vite
General
1 43 (35.54%) Social Skills
2 39 (32.23%) Finance
3 19 (15.70%) Manufacturing
4 15 (12.40%) Analytical Skills
5 13 (10.74%) Marketing
6 7 (5.79%) Inclusion and Diversity
6 7 (5.79%) Public Sector
7 4 (3.31%) Banking
7 4 (3.31%) Electronics
7 4 (3.31%) Law
7 4 (3.31%) Telecoms
8 3 (2.48%) Legal
9 2 (1.65%) Financial Institution
10 1 (0.83%) Back Office
10 1 (0.83%) Digital Economy
10 1 (0.83%) Games
10 1 (0.83%) Health Technology
10 1 (0.83%) Investment Banking
10 1 (0.83%) Organisational Skills
10 1 (0.83%) Tech for Good
Job Titles
1 19 (15.70%) Artificial Intelligence Engineer
2 17 (14.05%) Consultant
3 16 (13.22%) Senior
4 14 (11.57%) Lead
5 13 (10.74%) Data Scientist
6 11 (9.09%) Data Engineer
7 9 (7.44%) Machine Learning Consultant
8 8 (6.61%) Automation Engineer
8 8 (6.61%) Developer
8 8 (6.61%) Machine Learning Engineer
9 7 (5.79%) Data Consultant
10 6 (4.96%) Artificial Intelligence Developer
11 5 (4.13%) Artificial Intelligence Consultant
11 5 (4.13%) Data Science Engineer
11 5 (4.13%) Lead Data Engineer
11 5 (4.13%) Machine Learning Scientist
11 5 (4.13%) Senior Data Scientist
12 4 (3.31%) Development Manager
12 4 (3.31%) Senior Consultant
13 3 (2.48%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 109 (90.08%) PyTorch
2 51 (42.15%) scikit-learn
3 29 (23.97%) Pandas
4 25 (20.66%) Hugging Face
5 19 (15.70%) LangChain
6 18 (14.88%) Keras
7 16 (13.22%) NumPy
8 15 (12.40%) FastAPI
9 14 (11.57%) Django
10 13 (10.74%) Google JAX
10 13 (10.74%) JAX
10 13 (10.74%) REST
11 10 (8.26%) Flask
11 10 (8.26%) React
11 10 (8.26%) RESTful
12 9 (7.44%) Faiss
13 8 (6.61%) JWT
13 8 (6.61%) OAuth
13 8 (6.61%) OpenAPI
13 8 (6.61%) Web Services
Miscellaneous
1 25 (20.66%) Algorithms
2 12 (9.92%) Data Centre
2 12 (9.92%) Management Information System
3 11 (9.09%) Distributed Systems
4 10 (8.26%) Low-Code
5 9 (7.44%) CUDA
5 9 (7.44%) Legacy Systems
6 8 (6.61%) Cloud Native
7 6 (4.96%) AI Agents
8 5 (4.13%) Data Structures
8 5 (4.13%) Life Science
9 4 (3.31%) Cyber Threat
9 4 (3.31%) Enterprise Software
9 4 (3.31%) Hackathon
10 2 (1.65%) 3D Graphics
11 1 (0.83%) FMCG
11 1 (0.83%) Robotics
11 1 (0.83%) Social Network
11 1 (0.83%) SystemC
11 1 (0.83%) Video\Live Streaming
Operating Systems
1 2 (1.65%) Linux
1 2 (1.65%) Unix
2 1 (0.83%) Windows
Processes & Methodologies
1 112 (92.56%) Machine Learning
2 110 (90.91%) AI
3 60 (49.59%) LLM
4 56 (46.28%) Data Science
5 51 (42.15%) Generative AI
6 46 (38.02%) Analytics
6 46 (38.02%) Computer Science
7 42 (34.71%) MLOps
8 41 (33.88%) Retrieval-Augmented Generation
9 40 (33.06%) Data Engineering
10 39 (32.23%) CI/CD
11 31 (25.62%) Data Pipeline
11 31 (25.62%) Natural Language Processing
12 30 (24.79%) Stakeholder Management
13 27 (22.31%) Containerisation
14 26 (21.49%) Deep Learning
15 25 (20.66%) Data Governance
15 25 (20.66%) Problem-Solving
16 24 (19.83%) Software Engineering
17 22 (18.18%) Observability
Programming Languages
1 100 (82.64%) Python
2 34 (28.10%) SQL
3 11 (9.09%) R
4 9 (7.44%) JavaScript
5 8 (6.61%) Java
6 6 (4.96%) Bash
6 6 (4.96%) Go
6 6 (4.96%) PHP
6 6 (4.96%) TypeScript
7 4 (3.31%) PowerShell
8 3 (2.48%) C++
9 2 (1.65%) Perl
10 1 (0.83%) C
10 1 (0.83%) C#
10 1 (0.83%) MATLAB
10 1 (0.83%) Rust
Qualifications
1 50 (41.32%) Degree
2 28 (23.14%) Master's Degree
3 21 (17.36%) Computer Science Degree
4 14 (11.57%) PhD
5 13 (10.74%) Security Cleared
6 8 (6.61%) SC Cleared
7 4 (3.31%) DV Cleared
7 4 (3.31%) MCP
7 4 (3.31%) Microsoft Certification
7 4 (3.31%) Numerate Degree
8 3 (2.48%) CISSP
9 2 (1.65%) AWS Certification
9 2 (1.65%) CESG Certified Professional
9 2 (1.65%) DBS Check
9 2 (1.65%) OSCP
10 1 (0.83%) Azure Certification
10 1 (0.83%) CISM
Quality Assurance & Compliance
1 24 (19.83%) Data Quality
2 4 (3.31%) NIST
2 4 (3.31%) SLA
3 3 (2.48%) NIST 800
4 2 (1.65%) Def Stans
4 2 (1.65%) ISO/IEC 27001
4 2 (1.65%) JSP 440
4 2 (1.65%) NCSC
5 1 (0.83%) EU AI Act
5 1 (0.83%) GDPR
5 1 (0.83%) ISO 13485
System Software
1 40 (33.06%) Docker
2 2 (1.65%) GPFS
2 2 (1.65%) Lustre
2 2 (1.65%) Slurm Workload Manager
Systems Management
1 35 (28.93%) Kubernetes
2 10 (8.26%) Terraform
3 7 (5.79%) Kubeflow
4 6 (4.96%) Ansible
5 2 (1.65%) Prometheus
5 2 (1.65%) SELinux
6 1 (0.83%) Grafana
Vendors
1 23 (19.01%) Databricks
2 22 (18.18%) OpenAI
3 14 (11.57%) NVIDIA
4 13 (10.74%) Dell
4 13 (10.74%) Microsoft
5 8 (6.61%) Automation Anywhere
5 8 (6.61%) UiPath
6 5 (4.13%) Foundry
6 5 (4.13%) SAP
7 4 (3.31%) CrowdStrike
7 4 (3.31%) Fortinet
7 4 (3.31%) Palo Alto
8 3 (2.48%) Google
9 2 (1.65%) Splunk
10 1 (0.83%) Intel