Senior ML Engineer - Biologics Discovery & AI Ops

Johnson & Johnson Innovation; Madrid; Presencial; EUR 55.000 - 88.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Annual bonus

Well-being reimbursement

Vacation days

Descripción de la vacante

Johnson & Johnson Innovative Medicine seeks a Senior ML Engineer for the Biologics Discovery Data Science team. You will deploy and govern ML/AI capabilities, ensuring reliable operatorization of models for discovery workflows across partner teams.

Lead CI/CD, ML lifecycle, and governance practices, collaborating with data scientists and domain experts to scale AI across Biologics Discovery while maintaining production-grade reliability.

Formación

• Degree in CS/Engineering/Data Science or related field.
• 4+ years of experience operationalizing and scaling AI/ML solutions in production environments.
• Strong proficiency in Python for AI/ML workflows.
• Experience with cloud infrastructure and data platforms for AI/ML workloads.
• Experience with model registries, experiment tracking, and ML lifecycle management tools (e.g., MLflow, Weights & Biases).
• Experience implementing production AI/ML practices including CI/CD, automation, observability, and scalable compute.

Responsabilidades

• Build and operate scalable pipelines and interfaces delivering model-ready data to ML/AI workflows.
• Enable closed-loop scientific learning by capturing, governing, and providing data to downstream modeling workflows.
• Establish reliable deployment, serving, monitoring, access management, and lifecycle management across environments.
• Implement model, data, and workflow versioning with reproducible releases and traceability across the AI/ML lifecycle.
• Collaborate with data scientists and domain experts to enable reproducible training, evaluation, and deployment.

Conocimientos

AI

Coaching

Cognitive Computing

Critical Thinking

Cross-Functional Collaboration

Curious Mindset

Data Structures

Distributed Computing

Emerging Technologies

Human-Computer Relationships

Machine Learning (ML)

Persistence and Tenacity

Program Management

Research and Development

SAP Product Lifecycle Management

Scripting Languages

Technologically Savvy

Educación

Degree in Computer Science, Engineering, Data Science, Machine Learning, or a related computational field

Herramientas

MLflow

Weights & Biases

Descripción del empleo

Johnson & Johnson Innovative Medicine seeks a Senior ML Engineer for the Biologics Discovery Data Science team. You will deploy and govern ML/AI capabilities, ensuring reliable operatorization of models for discovery workflows across partner teams.

Lead CI/CD, ML lifecycle, and governance practices, collaborating with data scientists and domain experts to scale AI across Biologics Discovery while maintaining production-grade reliability.