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Senior Machine Learning Engineer at PhysicsX | Singapore

PhysicsXSingapore
On-site Full-time

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Experience Level

Senior

Qualifications

QualificationsMaster's or PhD in Computer Science, Engineering, or a related field. At least 3 years of relevant industry experience in machine learning within a commercial environment. Strong proficiency in deploying machine learning models and experience with data pipeline architecture. Hands-on experience with 3D point-cloud and mesh data manipulation. Excellent problem-solving skills and the ability to mentor junior team members.

About the job

About Us

PhysicsX is an innovative deep-tech company rooted in numerical physics and Formula One racing, committed to propelling hardware innovation at the speed of software.
We are developing an AI-driven simulation software suite for the engineering and manufacturing sectors across advanced industries. By facilitating high-fidelity, multi-physics simulations through AI inference throughout the engineering lifecycle, PhysicsX opens new avenues for optimization and automation in design, manufacturing, and operations—empowering engineers to transcend traditional boundaries. Our clientele includes forefront innovators in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.

Who We’re Looking For

As a Senior Machine Learning Engineer within our Delivery team, you will be an accomplished problem solver and technical leader focused on making a significant impact. You are adept at comprehending intricate engineering concepts across various industries, spearheading technical initiatives, and collaborating closely with customers—often working alongside them on-site—to integrate cutting-edge AI models into practical tools.

You possess a proven track record of delivering machine learning systems end-to-end at scale: you design, build, and test reliable, scalable ML data pipelines; you are skilled in exploring and manipulating 3D point-cloud and mesh data for geometry-aware modeling; you choose the most suitable libraries, frameworks, and tools while making pragmatic product decisions that set the Delivery team up for success. Operating at the intersection of data science and software engineering, you convert R&D outputs into reusable libraries, tooling, and products.

With a minimum of 3 years of industry experience (post-Master's or PhD) in a commercial setting, you are prepared to not only execute but also mentor and lead others. Your enthusiasm for taking ownership of complex work streams and guiding teams to success is matched by your commitment to continuously enhancing the systems and solutions you work on to ensure they are practical, impactful, and responsive to our customers' evolving needs.

This Role

As a Senior Machine Learning Engineer, your collaboration with Data Scientists, Simulation Engineers, and clients will be crucial in understanding and defining the engineering and physics challenges we tackle. You will engage with customers and leverage your influence to drive decisions regarding reliable deployment with measurable outcomes.

Your responsibilities will include:

  • Taking ownership of the deployment of machine learning models and engineering surrogates (e.g., deep learning on CAE/CFD/FEA data, time-series forecasting, anomaly detection, optimization & control) to customer production environments.
  • Communicating results and trade-offs effectively to various stakeholders.

About PhysicsX

PhysicsX is a pioneering deep-tech firm, blending the principles of numerical physics with high-speed technological advancements from Formula One. We are on a mission to transform engineering and manufacturing through our AI-driven solutions, which promise to deliver unprecedented levels of efficiency and innovation across multiple industries.

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