Industrial ML Engineer: 3D AI for Engineering & Simulation

PhysicsX Ltd.; United States; Hybrid; USD 150,000 - 190,000; Full time

Benefits offered by this job

Equity options

401(k) contribution

Private health insurance

Extended parental leave

20 days annual leave

Gym/Wellbeing subsidies

Flexible Spending Account

Job summary

PhysicsX Ltd. is hiring a Machine Learning Engineer for our Delivery team. You will collaborate with Data Scientists, Simulation Engineers and customers to embed AI models into practical tools.

You will design scalable ML data pipelines, handle 3D point cloud data, and drive end‑to‑end delivery of technical workstreams. You’ll travel to customer sites across NA, Europe, and Asia, averaging 3–4 weeks per quarter, and work in a hybrid setup with offices in multiple global hubs.

Qualifications

• Experience applying ML methods to real‑world engineering applications with measurable impact.
• Experience in ML/Statistics/Modelling in industrial settings is encouraged.
• A track record of scoping and delivering customer‑facing projects.
• 2+ years in a data‑driven role with software engineering concepts.

Responsibilities

• Collaborate with data scientists, simulation engineers and customers to define challenges.
• Design, build and test ML data pipelines that are reliable and scalable.
• Explore and manipulate 3D point cloud and mesh data for modelling.
• Own delivery of technical workstreams and drive results.
• Create analytics environments in cloud or on premise for data engineering and science.
• Select libraries and tools, and influence product design decisions.
• Translate R&D outputs into reusable libraries, tooling and products.
• Apply engineering best practices and coach colleagues in their adoption.

Skills

ML engineering

3D point cloud

Python

Docker

Kubernetes

Cloud platforms

Tools

TensorFlow

MLFlow

Spark

Dask

AWS

Azure

GCP

Job description

PhysicsX Ltd. is hiring a Machine Learning Engineer for our Delivery team. You will collaborate with Data Scientists, Simulation Engineers and customers to embed AI models into practical tools.

You will design scalable ML data pipelines, handle 3D point cloud data, and drive end‑to‑end delivery of technical workstreams. You’ll travel to customer sites across NA, Europe, and Asia, averaging 3–4 weeks per quarter, and work in a hybrid setup with offices in multiple global hubs.