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PhysicsX

Physics AI platform for industrial engineering

Principal Data Scientist / Algorithm Engineer

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSingaporeNo salary listed

About the Job

Requirements

  • Have industry experience after a Master’s or PhD in a commercial setting.
  • Have strong foundations in data-driven modelling and deep learning techniques, with extensive hands-on experience in probabilistic methods and predictive modelling.
  • Have expertise in Python and advanced proficiency with NumPy, SciPy, Pandas, TensorFlow, and PyTorch.
  • Have the ability to architect and deploy scalable, production-ready models and data pipelines.
  • Be able to grasp advanced engineering concepts across multiple industries and work directly with customers.
  • Be prepared to travel to customer sites in North America, Europe, Asia, and Oceania for an average of 2–3 weeks per quarter.

Responsibilities

  • Work with Simulation Engineers, Machine Learning Engineers, and customers to understand and define engineering and physics challenges, while providing technical leadership to the team.
  • Lead pre-processing and analysis of complex data for predictive modelling, establishing best practices and methodologies for the team.
  • Architect and develop deep learning models with optimisation methods to predict and control physical systems.
  • Take responsibility for the quality, accuracy, and impact of personal and team work.
  • Design, build, and test reliable, scalable, production-deployable data pipelines.
  • Lead cross-functional collaboration with simulation engineers to integrate data science models with simulations.
  • Drive internal research and development and product development, refining models and identifying new application areas.
  • Mentor junior team members and provide technical guidance.
  • Communicate and present to technical teams and customers, onboard users, and co-develop solutions with customers.
  • Represent PhysicsX as a technical authority at customer sites and collaborate with customers on-site to build solutions.

About the Company

PhysicsX

Physics AI platform for industrial engineering

PhysicsX uses physics-based artificial intelligence for industrial engineering, combining machine learning with physics simulations to shorten design and operation cycles for aerospace, energy, and automotive sectors. Its platform replaces multi-day simulations with near-real-time models that predict performance, helping teams test ideas faster while reducing emissions and costs. It differs from competitors by delivering physics-driven AI with fast, scalable simulations tailored to large, complex industrial systems, supported by a slate of major investors and industrial partners. The company aims to speed up product development and drive broad adoption of physics AI across industrial sectors.

Company size
201-500
Company stage
Series C
Total funding
$487M
Headquarters
London, United Kingdom
Founded
2019

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