Remote Senior AI/ML Production Engineer | Clinical Trials

Alldus International Consulting Ltd; Dublin; Remote; EUR 129.000 - 166.000; Teilzeit

Zusammenfassung

Alldus International Consulting Ltd is sourcing a Senior AI/ML Production Engineer for a global life sciences client based in Dublin. The role is a remote, 12-month daily-rate contract transforming experimental AI/ML models into secure, production-grade solutions for clinical trials.

The ideal candidate has 5+ years in software and 3+ years in production ML/MLOps, strong Python and ML framework skills, and expertise in AWS/Azure, Docker, Kubernetes, and CI/CD tools.

Qualifikationen

• 5+ years of professional software engineering experience, including a minimum of 3 years focused on production ML engineering or MLOps.
• Expertise in Python, with libraries such as Pandas, PyTorch, TensorFlow, FastAPI or Flask.
• Hands-on experience with MLOps and data orchestration tools such as MLflow, Databricks, Kubeflow, Airflow or DVC.
• Strong experience with AWS or Azure, alongside Docker, Kubernetes, and CI/CD platforms like GitHub Actions, Azure DevOps or Jenkins.
• Strong understanding of SQL and NoSQL databases, Spark, distributed computing and large-scale data processing.
• Experience in life sciences domain is a bonus.

Aufgaben

• Transform prototype Python algorithms and ML models into production-ready APIs, microservices, and data pipelines.
• Design and maintain enterprise CI/CD and MLOps pipelines for testing, deployment, versioning, and monitoring.
• Refactor research code to improve runtime performance, scalability, and memory efficiency for large datasets.
• Collaborate with backend and cloud teams to integrate AI services in AWS and Azure environments.
• Implement model monitoring, telemetry, and drift detection for long-term reliability in production.
• Ensure production systems comply with GDPR, HIPAA, GxP and other data privacy and regulatory requirements.

Kenntnisse

Python

Pandas

PyTorch

TensorFlow

FastAPI

Flask

MLflow

Databricks

Kubeflow

Airflow

AWS

Azure

Docker

Kubernetes

GitHub Actions

Jenkins

Spark

Tools

MLflow

Databricks

Kubeflow

Airflow

DVC

Jobbeschreibung

Alldus International Consulting Ltd is sourcing a Senior AI/ML Production Engineer for a global life sciences client based in Dublin. The role is a remote, 12-month daily-rate contract transforming experimental AI/ML models into secure, production-grade solutions for clinical trials.

The ideal candidate has 5+ years in software and 3+ years in production ML/MLOps, strong Python and ML framework skills, and expertise in AWS/Azure, Docker, Kubernetes, and CI/CD tools.