Production ML Engineer — 3D Simulation & Customer Delivery

PhysicsX Ltd.; Greater London; Ibrido; GBP 70.000 - 110.000; Tempo pieno

Vantaggi offerti da questo lavoro

Equity options

10% employer pension contribution

Free office lunches

Enhanced parental leave

25 days Annual Leave

Descrizione del lavoro

PhysicsX Ltd. is seeking a Machine Learning Engineer in Delivery to design, build and operate production-grade ML pipelines.

You’ll work directly with customers and a multidisciplinary team of simulation engineers, data scientists and software engineers to translate complex engineering problems into practical ML-enabled solutions. You’ll handle geometry-aware processing of 3D data, deploy models in cloud or on-prem environments, and contribute to open collaboration with customers while traveling

Competenze

• Design, build and test data/ML pipelines that are reliable, scalable and production ready.
• Productionising ML models and surrogates with clear validation and error analysis.
• Exploring and manipulating 3D point‑cloud and mesh data with graph/geometry-aware techniques.
• Engaging in open communication with technical teams and customers to onboard users.
• Willingness to travel to customer sites across NA, Europe, Asia, Oceania (average 3-4 weeks per quarter).

Mansioni

• Designing, building and testing data/ML pipelines, that are reliable, scalable and easily deployable in production environment.
• Productionising ML models and surrogates with clear validation, error analysis
• Exploring and manipulating 3D point‑cloud and mesh data, applying graph/geometry‑aware techniques where appropriate
• Working closely with simulation engineers to ensure seamless integration of data science models with simulations.
• Engaging in open communication and presentation with both technical teams and customers, helping onboard users and co‑develop with customers.
• There is a requirement to travel to customer sites in North America, Europe, Asia, Oceania, an average of 3-4 weeks per quarter, where you’ll collaborate closely with customers to build solutions on site.

Conoscenze

ML engineering

Data pipelines

Cloud/on-prem

Customer-facing

Descrizione del lavoro

PhysicsX Ltd. is seeking a Machine Learning Engineer in Delivery to design, build and operate production-grade ML pipelines.

You’ll work directly with customers and a multidisciplinary team of simulation engineers, data scientists and software engineers to translate complex engineering problems into practical ML-enabled solutions. You’ll handle geometry-aware processing of 3D data, deploy models in cloud or on-prem environments, and contribute to open collaboration with customers while traveling