Senior ML Engineer - AI for Multi-Physics Delivery

PhysicsX; City Of London; Hybrid; GBP 85,000 - 120,000; Full time

Benefits offered by this job

Equity options

10% employer pension contribution

Free office lunches

Enhanced parental leave

YellowNest nursery scheme

25 days of Annual Leave (+ Public Holl

Private medical insurance

Wellhub Subscription

Eye tests

Personal development

Employee Assistance Programme (EAP)

Bike2Work scheme and Season ticketloan

Octopus EV salary sacrifice

Job summary

PhysicsX is a UK‑based deep‑tech company building an AI‑driven simulation stack for engineering and manufacturing. We embed cutting‑edge AI models into tools used across Aerospace, Materials, Semiconductors and Automotive industries.

As a Senior Machine Learning Engineer in Delivery, you will deploy models, lead technical initiatives, and work closely with customers on‑site to deliver practical solutions that improve design, manufacturing and operations, while mentoring others and shaping our

Qualifications

• Shipped ML systems end‑to‑end in a commercial setting.
• At least 3 years of industry experience post Masters/PhD.
• Experience working with customers, including on-site collaboration.

Responsibilities

• Own deployment of ML models and surrogates to production environments.
• Communicate results and trade‑offs to senior stakeholders and influence roadmaps.
• Lead scoping and architecture for data/ML systems with defined success metrics.
• Build scalable training, inference pipelines and APIs for cloud and on‑prem.
• Mentor engineers and data scientists with technical direction.
• Travel to customer sites internationally for multi‑week engagements.

Skills

ML deployment

Customer engagement

Leadership

Python

PyTorch

Pandas

fastAPI

Scipy

Kubeflow

3D data processing

Education

Masters or PhD in a relevant field

Tools

Kubeflow

Job description

PhysicsX is a UK‑based deep‑tech company building an AI‑driven simulation stack for engineering and manufacturing. We embed cutting‑edge AI models into tools used across Aerospace, Materials, Semiconductors and Automotive industries.

As a Senior Machine Learning Engineer in Delivery, you will deploy models, lead technical initiatives, and work closely with customers on‑site to deliver practical solutions that improve design, manufacturing and operations, while mentoring others and shaping our