Remote ML Engineer — Production-Ready, Physics‑Informed

Jack & Jill/External ATS; Remote; GBP 60,000 - 80,000; Full time

Job summary

An innovative tech startup based in the UK seeks a Machine Learning Engineer to deploy and harden ML components for industrial applications. This role involves owning end-to-end ML pipelines, adapting models to specific data, and collaborating with research teams. Ideal candidates will have a strong background in Python and deep learning frameworks, with proven experience in productionizing ML models. This position is fully remote and offers a chance to impact global energy efficiency significantly.

Qualifications

• Proficient in Python and deep learning frameworks like PyTorch or JAX.
• Strong background in applied ML for time series or operational AI.
• Experience in productionizing ML models with CI/CD integration.

Responsibilities

• Own and deploy end-to-end ML pipelines including data validation and performance monitoring.
• Adapt models to site-specific industrial data.
• Collaborate with research teams to create reliable systems.

Skills

Python

PyTorch

JAX

Docker

Kubernetes

Applied ML

Job description

An innovative tech startup based in the UK seeks a Machine Learning Engineer to deploy and harden ML components for industrial applications. This role involves owning end-to-end ML pipelines, adapting models to specific data, and collaborating with research teams. Ideal candidates will have a strong background in Python and deep learning frameworks, with proven experience in productionizing ML models. This position is fully remote and offers a chance to impact global energy efficiency significantly.