Senior ML Engineer, Biologics Discovery & AI Ops

Johnson Johnson; Beerse; On-site; EUR 76,000 - 117,000; Full time

Benefits offered by this job

Annual bonus

Vacation days

Parental leave

Bereavement leave

Caregiver leave

Volunteer leave

Well-being reimbursement

Health insurance

Career growth programs

Job summary

Johnson & Johnson invites a Senior ML Engineer to join the Biologics Discovery Data Science team in Beerse, Belgium. You will own deployment, lifecycle management, and governance of ML and AI solutions, ensuring reliable production workflows and collaboration across partner teams.

The role focuses on reproducibility, CI/CD, observability, and scalable compute, enabling AI capabilities to move from experimentation to trusted scientific impact.

Qualifications

• Degree in CS, engineering, data science or related field.
• 4+ years of production AI/ML or related workflows.
• Strong Python and cloud data platform experience.
• Experience with ML lifecycle tools and deployment automation.

Responsibilities

• Build and operate scalable pipelines that deliver model-ready data to ML workflows.
• Establish monitoring, reproducibility, and governance for AI/ML solutions.
• Enable deployment, lifecycle management, and access control across environments.
• Collaborate with data scientists and domain experts to standardize practices.

Skills

Python

Cloud infrastructure

CI/CD

Model registries

Experiment tracking

Containerization

Education

Degree in Computer Science or related field

Tools

MLflow

Weights & Biases

Docker

Kubernetes

Job description

Johnson & Johnson invites a Senior ML Engineer to join the Biologics Discovery Data Science team in Beerse, Belgium. You will own deployment, lifecycle management, and governance of ML and AI solutions, ensuring reliable production workflows and collaboration across partner teams.

The role focuses on reproducibility, CI/CD, observability, and scalable compute, enabling AI capabilities to move from experimentation to trusted scientific impact.