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

6 months to
26 Dec 2025
Same period 2024 Same period 2023
Rank 474 591 559
Rank change year-on-year +117 -32 +212
Permanent jobs citing TensorFlow 137 96 105
As % of all permanent jobs in England 0.26% 0.19% 0.23%
As % of the Libraries, Frameworks & Software Standards category 2.19% 0.89% 0.91%
Number of salaries quoted 58 62 78
10th Percentile £46,732 £57,625 £44,775
25th Percentile £57,813 £62,500 £58,125
Median annual salary (50th Percentile) £75,000 £85,000 £77,500
Median % change year-on-year -11.76% +9.68% -
75th Percentile £97,500 £101,875 £99,375
90th Percentile £115,000 £126,150 £138,250
UK median annual salary £75,000 £81,250 £76,383
% change year-on-year -7.69% +6.37% -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 6,267 10,841 11,505
As % of all permanent jobs advertised in England 11.90% 21.61% 25.34%
Number of salaries quoted 4,821 6,488 9,603
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 £65,000
Median % change year-on-year - - -3.70%
75th Percentile £85,000 £86,250 £86,250
90th Percentile £112,500 £110,000 £110,000
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.09%

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 26 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 26 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 +79 79 £84,000 -11.58% 133
East of England +33 17 £45,000 - 62
North of England +31 14 £67,500 -11.48% 107
South East +32 10 £56,250 -13.46% 126
North West +33 9 £65,000 -1.89% 63
Midlands - 9 £56,250 - 69
South West +7 5 £90,000 +53.19% 43
West Midlands - 5 £56,250 - 35
Yorkshire -12 4 £71,000 -16.47% 38
East Midlands - 4 - - 29
North East - 1 - - 6
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 (26.28%) Apache Spark
2 11 (8.03%) Apache Airflow
3 10 (7.30%) Appian
4 1 (0.73%) nginx
4 1 (0.73%) SAS
Applications
1 1 (0.73%) Chatbot
1 1 (0.73%) GNU Octave
Business Applications
1 1 (0.73%) NetSuite
1 1 (0.73%) Odoo
Cloud Services
1 61 (44.53%) AWS
2 50 (36.50%) Azure
3 35 (25.55%) GCP
4 21 (15.33%) Amazon S3
5 18 (13.14%) Amazon EKS
5 18 (13.14%) Amazon ELB
6 13 (9.49%) H2O.ai
6 13 (9.49%) OpenShift
7 11 (8.03%) Azure Machine Learning
8 9 (6.57%) Azure AI
9 7 (5.11%) GitHub
9 7 (5.11%) Prefect
10 6 (4.38%) Anthropic Claude
10 6 (4.38%) Azure Data Factory
10 6 (4.38%) GitHub Actions
10 6 (4.38%) Power Automate
11 5 (3.65%) Azure DevOps
11 5 (3.65%) SaaS
11 5 (3.65%) Serverless
12 4 (2.92%) Datadog
Communications & Networking
1 3 (2.19%) Broadband
2 2 (1.46%) InfiniBand
Database & Business Intelligence
1 31 (22.63%) Metadata
2 20 (14.60%) DynamoDB
3 18 (13.14%) Delta Lake
3 18 (13.14%) Spark SQL
4 15 (10.95%) Data Lake
5 11 (8.03%) Big Data
5 11 (8.03%) Pinecone
6 7 (5.11%) NoSQL
7 6 (4.38%) SQL Server
8 5 (3.65%) Hadoop
8 5 (3.65%) MySQL
8 5 (3.65%) Tableau
9 4 (2.92%) Weaviate
10 3 (2.19%) Data Warehouse
11 2 (1.46%) PostgreSQL
12 1 (0.73%) Amazon Redshift
12 1 (0.73%) BigQuery
12 1 (0.73%) MongoDB
12 1 (0.73%) Parquet
12 1 (0.73%) PostHog
Development Applications
1 41 (29.93%) MLflow
2 7 (5.11%) Git
3 1 (0.73%) GitLab
3 1 (0.73%) Jenkins
3 1 (0.73%) Vite
General
1 59 (43.07%) Social Skills
2 40 (29.20%) Finance
3 20 (14.60%) Manufacturing
4 14 (10.22%) Analytical Skills
5 13 (9.49%) Marketing
6 7 (5.11%) Public Sector
7 5 (3.65%) Inclusion and Diversity
8 4 (2.92%) Banking
8 4 (2.92%) Electronics
8 4 (2.92%) Law
8 4 (2.92%) Telecoms
9 3 (2.19%) Legal
10 2 (1.46%) Financial Institution
11 1 (0.73%) Back Office
11 1 (0.73%) Digital Economy
11 1 (0.73%) Games
11 1 (0.73%) Health Technology
11 1 (0.73%) Investment Banking
11 1 (0.73%) Organisational Skills
11 1 (0.73%) Tech for Good
Job Titles
1 26 (18.98%) Machine Learning Engineer
2 18 (13.14%) Artificial Intelligence Engineer
2 18 (13.14%) Operations Engineer
3 15 (10.95%) Senior
4 14 (10.22%) Consultant
4 14 (10.22%) Data Scientist
5 13 (9.49%) Lead
6 12 (8.76%) Data Engineer
7 8 (5.84%) Machine Learning Consultant
8 7 (5.11%) Developer
9 6 (4.38%) Automation Engineer
10 5 (3.65%) Artificial Intelligence Developer
10 5 (3.65%) Data Consultant
10 5 (3.65%) Data Science Engineer
10 5 (3.65%) Lead Data Engineer
10 5 (3.65%) Machine Learning Scientist
10 5 (3.65%) Senior Data Scientist
11 4 (2.92%) Development Manager
12 3 (2.19%) Head of AI
12 3 (2.19%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 125 (91.24%) PyTorch
2 67 (48.91%) scikit-learn
3 42 (30.66%) Pandas
4 37 (27.01%) Keras
5 31 (22.63%) NumPy
6 24 (17.52%) Hugging Face
7 20 (14.60%) PySpark
8 18 (13.14%) Lambda Expressions
8 18 (13.14%) Metaflow
8 18 (13.14%) YAML
9 17 (12.41%) LangChain
10 13 (9.49%) FastAPI
11 12 (8.76%) Django
11 12 (8.76%) Google JAX
11 12 (8.76%) JAX
12 11 (8.03%) REST
13 8 (5.84%) Flask
13 8 (5.84%) Kafka
13 8 (5.84%) React
13 8 (5.84%) RESTful
Miscellaneous
1 25 (18.25%) Algorithms
2 18 (13.14%) Linux Command Line
3 13 (9.49%) Data Centre
3 13 (9.49%) Management Information System
4 11 (8.03%) Distributed Systems
5 8 (5.84%) Cloud Native
5 8 (5.84%) CUDA
5 8 (5.84%) Low-Code
6 7 (5.11%) Legacy Systems
7 6 (4.38%) AI Agents
8 5 (3.65%) Data Structures
8 5 (3.65%) Life Science
9 4 (2.92%) Hackathon
10 3 (2.19%) Cyber Threat
11 2 (1.46%) 3D Graphics
11 2 (1.46%) Enterprise Software
11 2 (1.46%) Product Ownership
11 2 (1.46%) Team-Oriented Environment
12 1 (0.73%) Genomics
12 1 (0.73%) Omics
Operating Systems
1 20 (14.60%) Unix
2 2 (1.46%) Linux
3 1 (0.73%) Windows
Processes & Methodologies
1 128 (93.43%) Machine Learning
2 125 (91.24%) AI
3 72 (52.55%) Data Science
4 59 (43.07%) MLOps
5 58 (42.34%) CI/CD
6 55 (40.15%) LLM
7 48 (35.04%) Generative AI
8 46 (33.58%) Analytics
9 45 (32.85%) Computer Science
9 45 (32.85%) Containerisation
10 40 (29.20%) Retrieval-Augmented Generation
11 39 (28.47%) Data Engineering
12 31 (22.63%) Data Pipeline
12 31 (22.63%) Metadata Management
12 31 (22.63%) Natural Language Processing
13 29 (21.17%) Stakeholder Management
14 27 (19.71%) Deep Learning
15 26 (18.98%) Data Governance
16 25 (18.25%) Software Engineering
16 25 (18.25%) Visualisation
Programming Languages
1 115 (83.94%) Python
2 49 (35.77%) SQL
3 9 (6.57%) Java
3 9 (6.57%) R
4 7 (5.11%) JavaScript
5 6 (4.38%) Bash
5 6 (4.38%) Go
5 6 (4.38%) PHP
5 6 (4.38%) TypeScript
6 3 (2.19%) C++
7 2 (1.46%) Perl
7 2 (1.46%) PowerShell
8 1 (0.73%) C
8 1 (0.73%) C#
8 1 (0.73%) MATLAB
8 1 (0.73%) Rust
8 1 (0.73%) Scala
Qualifications
1 49 (35.77%) Degree
2 30 (21.90%) Master's Degree
3 23 (16.79%) Computer Science Degree
4 14 (10.22%) PhD
5 13 (9.49%) Security Cleared
6 8 (5.84%) SC Cleared
7 4 (2.92%) DV Cleared
7 4 (2.92%) MCP
8 3 (2.19%) CISSP
8 3 (2.19%) Numerate Degree
9 2 (1.46%) AWS Certification
9 2 (1.46%) CESG Certified Professional
9 2 (1.46%) DBS Check
9 2 (1.46%) Microsoft Certification
9 2 (1.46%) OSCP
10 1 (0.73%) Azure Certification
10 1 (0.73%) CISM
Quality Assurance & Compliance
1 22 (16.06%) Data Quality
2 4 (2.92%) NIST
2 4 (2.92%) SLA
3 3 (2.19%) NIST 800
4 2 (1.46%) Def Stans
4 2 (1.46%) ISO/IEC 27001
4 2 (1.46%) JSP 440
4 2 (1.46%) NCSC
5 1 (0.73%) EU AI Act
5 1 (0.73%) GDPR
5 1 (0.73%) ISO 13485
System Software
1 56 (40.88%) Docker
2 2 (1.46%) GPFS
2 2 (1.46%) Lustre
2 2 (1.46%) Slurm Workload Manager
Systems Management
1 49 (35.77%) Kubernetes
2 29 (21.17%) Terraform
3 24 (17.52%) Kubeflow
4 6 (4.38%) Ansible
5 2 (1.46%) Prometheus
5 2 (1.46%) SELinux
6 1 (0.73%) Grafana
Vendors
1 41 (29.93%) Databricks
2 18 (13.14%) OpenAI
3 15 (10.95%) NVIDIA
4 14 (10.22%) Dell
5 11 (8.03%) Microsoft
6 6 (4.38%) Automation Anywhere
6 6 (4.38%) UiPath
7 5 (3.65%) SAP
8 3 (2.19%) Foundry
8 3 (2.19%) Google
9 2 (1.46%) CrowdStrike
9 2 (1.46%) Fortinet
9 2 (1.46%) Palo Alto
9 2 (1.46%) Splunk
10 1 (0.73%) Informatica
10 1 (0.73%) Intel