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

6 months to
9 Dec 2025
Same period 2024 Same period 2023
Rank 483 608 569
Rank change year-on-year +125 -39 +199
Permanent jobs citing TensorFlow 129 106 111
As % of all permanent jobs in England 0.26% 0.19% 0.25%
As % of the Libraries, Frameworks & Software Standards category 2.10% 0.89% 0.93%
Number of salaries quoted 61 66 86
10th Percentile £50,000 £56,875 £45,750
25th Percentile £60,000 £62,500 £57,500
Median annual salary (50th Percentile) £75,000 £83,750 £75,000
Median % change year-on-year -10.45% +11.67% -3.23%
75th Percentile £97,500 £100,000 £96,875
90th Percentile £115,000 £125,750 £137,500
UK median annual salary £75,000 £80,000 £72,250
% change year-on-year -6.25% +10.73% -6.77%

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 6,149 11,929 11,885
As % of all permanent jobs advertised in England 12.49% 21.43% 26.38%
Number of salaries quoted 4,703 7,260 9,869
10th Percentile £36,250 £40,000 £41,250
25th Percentile £50,000 £50,000 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% -
75th Percentile £87,500 £85,000 £87,500
90th Percentile £115,000 £110,000 £110,000
UK median annual salary £67,500 £65,000 £66,000
% change year-on-year +3.85% -1.52% +1.54%

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 9 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 9 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 +86 74 £92,500 -2.63% 54
North of England +36 16 £65,000 -5.45% 39
East of England +31 13 £47,500 - 33
North West +47 10 £65,000 - 22
Midlands +40 9 £56,250 +1.81% 27
South East +46 8 £56,250 -13.46% 46
South West +20 6 £87,500 -7.41% 28
Yorkshire -5 5 £63,000 -25.88% 16
West Midlands - 5 £56,250 - 16
East Midlands +13 4 - - 10
North East - 1 - - 1
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 (27.91%) Apache Spark
2 13 (10.08%) Apache Airflow
3 8 (6.20%) Appian
4 1 (0.78%) Apache
4 1 (0.78%) nginx
4 1 (0.78%) SAS
Applications
1 1 (0.78%) Chatbot
1 1 (0.78%) GNU Octave
Business Applications
1 1 (0.78%) NetSuite
1 1 (0.78%) Odoo
Cloud Services
1 64 (49.61%) AWS
2 48 (37.21%) Azure
3 39 (30.23%) GCP
4 21 (16.28%) Amazon S3
5 19 (14.73%) Amazon EKS
6 18 (13.95%) Amazon ELB
7 13 (10.08%) H2O.ai
7 13 (10.08%) OpenShift
8 9 (6.98%) Prefect
9 8 (6.20%) Azure Machine Learning
9 8 (6.20%) GitHub
10 7 (5.43%) Amazon SageMaker
10 7 (5.43%) GitHub Actions
11 6 (4.65%) Serverless
12 5 (3.88%) Azure AI
12 5 (3.88%) SaaS
13 4 (3.10%) Amazon EC2
13 4 (3.10%) Anthropic Claude
13 4 (3.10%) Datadog
13 4 (3.10%) Power Automate
Communications & Networking
1 2 (1.55%) Broadband
1 2 (1.55%) InfiniBand
Database & Business Intelligence
1 31 (24.03%) Metadata
2 21 (16.28%) DynamoDB
3 18 (13.95%) Delta Lake
3 18 (13.95%) Spark SQL
4 17 (13.18%) Data Lake
5 9 (6.98%) Big Data
5 9 (6.98%) NoSQL
5 9 (6.98%) Pinecone
6 6 (4.65%) MySQL
7 4 (3.10%) SQL Server
7 4 (3.10%) Tableau
7 4 (3.10%) Weaviate
8 3 (2.33%) Hadoop
8 3 (2.33%) PostgreSQL
9 2 (1.55%) Data Mining
9 2 (1.55%) Data Warehouse
10 1 (0.78%) Amazon RDS
10 1 (0.78%) BigQuery
10 1 (0.78%) MongoDB
10 1 (0.78%) Parquet
Development Applications
1 36 (27.91%) MLflow
2 7 (5.43%) Git
3 1 (0.78%) GitLab
3 1 (0.78%) Jenkins
3 1 (0.78%) Vite
General
1 59 (45.74%) Social Skills
2 42 (32.56%) Finance
3 20 (15.50%) Manufacturing
4 13 (10.08%) Marketing
5 12 (9.30%) Analytical Skills
6 7 (5.43%) Public Sector
7 5 (3.88%) Law
8 4 (3.10%) Banking
8 4 (3.10%) Electronics
8 4 (3.10%) Telecoms
9 3 (2.33%) Legal
10 2 (1.55%) Games
10 2 (1.55%) Inclusion and Diversity
11 1 (0.78%) Aerospace
11 1 (0.78%) Back Office
11 1 (0.78%) Financial Institution
11 1 (0.78%) Health Technology
11 1 (0.78%) Investment Banking
11 1 (0.78%) Organisational Skills
11 1 (0.78%) Tech for Good
Job Titles
1 28 (21.71%) Machine Learning Engineer
2 18 (13.95%) Operations Engineer
3 16 (12.40%) Artificial Intelligence Engineer
4 13 (10.08%) Lead
5 12 (9.30%) Data Scientist
5 12 (9.30%) Senior
6 11 (8.53%) Data Engineer
7 10 (7.75%) Consultant
8 7 (5.43%) Developer
9 6 (4.65%) Machine Learning Consultant
10 5 (3.88%) Artificial Intelligence Developer
10 5 (3.88%) Head of AI
10 5 (3.88%) Lead Data Engineer
11 4 (3.10%) Automation Engineer
11 4 (3.10%) Data Science Engineer
11 4 (3.10%) Development Manager
12 3 (2.33%) Data Consultant
12 3 (2.33%) Python Engineer
12 3 (2.33%) Senior Data Scientist
12 3 (2.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 119 (92.25%) PyTorch
2 65 (50.39%) scikit-learn
3 39 (30.23%) Pandas
4 35 (27.13%) Keras
5 28 (21.71%) NumPy
6 24 (18.60%) Hugging Face
7 18 (13.95%) Lambda Expressions
7 18 (13.95%) Metaflow
7 18 (13.95%) PySpark
7 18 (13.95%) YAML
8 15 (11.63%) LangChain
9 12 (9.30%) FastAPI
10 10 (7.75%) Django
10 10 (7.75%) Google JAX
10 10 (7.75%) JAX
11 9 (6.98%) Kafka
11 9 (6.98%) REST
12 7 (5.43%) pytest
12 7 (5.43%) React
13 6 (4.65%) Flask
Miscellaneous
1 22 (17.05%) Algorithms
2 18 (13.95%) Linux Command Line
3 13 (10.08%) Data Centre
3 13 (10.08%) Management Information System
4 11 (8.53%) Distributed Systems
5 8 (6.20%) Cloud Native
6 6 (4.65%) AI Agents
6 6 (4.65%) CUDA
6 6 (4.65%) Data Structures
7 5 (3.88%) Legacy Systems
7 5 (3.88%) Low-Code
8 4 (3.10%) Hackathon
9 3 (2.33%) Robotics
10 2 (1.55%) Life Science
10 2 (1.55%) Product Ownership
10 2 (1.55%) Team-Oriented Environment
11 1 (0.78%) Autonomous Agent
11 1 (0.78%) Genomics
11 1 (0.78%) Omics
11 1 (0.78%) Stable Diffusion
Operating Systems
1 20 (15.50%) Unix
2 2 (1.55%) Linux
3 1 (0.78%) Windows
Processes & Methodologies
1 122 (94.57%) Machine Learning
2 118 (91.47%) AI
3 69 (53.49%) Data Science
4 60 (46.51%) MLOps
5 59 (45.74%) CI/CD
6 49 (37.98%) LLM
7 45 (34.88%) Analytics
8 44 (34.11%) Containerisation
9 43 (33.33%) Generative AI
10 39 (30.23%) Computer Science
11 37 (28.68%) Retrieval-Augmented Generation
12 36 (27.91%) Data Engineering
13 32 (24.81%) Data Pipeline
14 31 (24.03%) Metadata Management
14 31 (24.03%) Natural Language Processing
15 28 (21.71%) Software Engineering
16 27 (20.93%) Stakeholder Management
17 24 (18.60%) Deep Learning
18 23 (17.83%) DevOps
18 23 (17.83%) Visualisation
Programming Languages
1 107 (82.95%) Python
2 48 (37.21%) SQL
3 12 (9.30%) Java
4 7 (5.43%) Go
5 6 (4.65%) Bash
5 6 (4.65%) C++
5 6 (4.65%) PHP
5 6 (4.65%) R
5 6 (4.65%) TypeScript
6 5 (3.88%) JavaScript
7 2 (1.55%) C
7 2 (1.55%) Perl
7 2 (1.55%) Rust
8 1 (0.78%) C#
8 1 (0.78%) MATLAB
8 1 (0.78%) Scala
Qualifications
1 43 (33.33%) Degree
2 31 (24.03%) Master's Degree
3 24 (18.60%) Computer Science Degree
4 12 (9.30%) PhD
5 11 (8.53%) Security Cleared
6 6 (4.65%) SC Cleared
7 4 (3.10%) DV Cleared
7 4 (3.10%) MCP
8 3 (2.33%) CISSP
8 3 (2.33%) Postgraduate
9 2 (1.55%) AWS Certification
9 2 (1.55%) CESG Certified Professional
9 2 (1.55%) DBS Check
9 2 (1.55%) OSCP
10 1 (0.78%) Azure Certification
10 1 (0.78%) CISM
10 1 (0.78%) Numerate Degree
Quality Assurance & Compliance
1 21 (16.28%) Data Quality
2 4 (3.10%) NIST
2 4 (3.10%) SLA
3 3 (2.33%) NIST 800
4 2 (1.55%) Def Stans
4 2 (1.55%) ISO/IEC 27001
4 2 (1.55%) JSP 440
4 2 (1.55%) NCSC
5 1 (0.78%) EU AI Act
5 1 (0.78%) GDPR
5 1 (0.78%) ISO 13485
System Software
1 53 (41.09%) Docker
2 2 (1.55%) GPFS
2 2 (1.55%) Lustre
2 2 (1.55%) Slurm Workload Manager
Systems Management
1 49 (37.98%) Kubernetes
2 30 (23.26%) Terraform
3 26 (20.16%) Kubeflow
4 6 (4.65%) Ansible
5 2 (1.55%) Prometheus
5 2 (1.55%) SELinux
6 1 (0.78%) Grafana
6 1 (0.78%) Single Sign-On
Vendors
1 39 (30.23%) Databricks
2 15 (11.63%) NVIDIA
3 14 (10.85%) Dell
3 14 (10.85%) OpenAI
4 10 (7.75%) Microsoft
5 5 (3.88%) SAP
6 4 (3.10%) Automation Anywhere
6 4 (3.10%) Google
6 4 (3.10%) UiPath
7 2 (1.55%) Splunk
8 1 (0.78%) Foundry
8 1 (0.78%) Informatica
8 1 (0.78%) Intel