Platform Engineer - AI Drug Discovery

Posted 26 June 2026
Salary Market related
LocationDublin
Discipline Software EngineeringSystems & Infrastructure
Reference10026

Job description

Platform Engineer

CloudOps Infrastructure

Location: Dublin, Ireland

Employment Type : Full-time

Grade : Senior Engineer or Engineer II

JOB SUMMARY

We are building a secure, cloud-based platform for running our ML-driven drug-discovery workflows.

You'll build and own the platform that lets us run our drug-discovery ML workloads reliably and reproducibly: the deployment templates that make standing up a new environment routine, the orchestration layer that runs model training and inference, and the tooling, CI/CD, and observability that keep everything healthy. It's a mix of building new platform capabilities and keeping scientists' workloads running dependably and on time.

This is a hands-on DevOps/CloudOps role as much as a build role: you'll operate and improve the running system day to day and adapt the platform as our ML researchers introduce new workflows and models. It suits an engineer who treats infrastructure as a product. This position is based out of our new Ireland office.

KEY RESPONSIBILITIES

  • Build and maintain standardized, reproducible, secured deployment templates.
  • Develop and operate the orchestration layer (orchestration workflows, e.g. Prefect) and the GPU-backed compute paths that run training and inference, on a schedule and on demand.
  • Own infrastructure-as-code, CI/CD pipelines, and the tooling that makes standing up, updating, and tearing down an environment routine and auditable.
  • Build observability - metrics, logging, alerting - that gives a clear picture of system health across environments.
  • Run and improve the system day to day (DevOps/CloudOps): drive operational practices that emphasize stability, predictability, and low overhead, and partner with the infosec function on infrastructure security posture.
  • Adapt and extend the platform as ML researchers introduce new workflows and models - turning new requirements into supported, repeatable capabilities.
  • Evaluate and integrate orchestration and deployment technologies; prototype, then harden the patterns that work.
  • Participate in design discussions, code reviews, and documentation.

QUALIFICATIONS

  • Strong Terraform/OpenTofu engineering skills and hands-on AWS (or comparable cloud) experience.
  • Production experience with containerization, container orchestration (e.g. ECS), and CI/CD pipelines.
  • Infrastructure-as-code and reproducible environments.
  • Solid understanding of distributed systems fundamentals.
  • Strong operational instincts: observability, debuggability, and maintainability.
  • Experience operating multi-tenant or large-fleet platforms preferred.
  • Experience with workflow orchestration (Prefect, Airflow, Dagster, or similar) and/or GPU compute platforms preferred.
  • Familiarity with GPU-backed environments and ML training/inference pipelines preferred.
  • Awareness of infrastructure security posture and compliance frameworks (e.g. ISO/IEC 27001 or similar) preferred.
  • Strong written communication and the ability to work effectively in a distributed team.

Tech Stack & Environment

  • Infrastructure-as-code (Terraform/OpenTofu & Terragrunt)
  • AWS (ECS and related services)
  • Automated CI/CD with containerized services
  • PostgreSQL and object storage (S3)
  • Python with modern tooling (e.g. uv, pixi)
  • Workflow orchestration (e.g. Prefect); GPU-backed compute for ML workloads
  • FastAPI with a clean service-layer architecture (business logic isolated from transport)
  • Agentic coding tools (e.g. Claude Code) as part of day-to-day development

If you want to be part of a new software engineering office in Dublin as we expand our presence here, feel free to apply for further information.

Please note:

We have a number of similar positions currently, and in the future, which we would like to discuss with you should you indicate your interest in this role. When we receive your application for this role, we will contact you to advise you of our process for other similar positions.

Stelfox is fully compliant with GDPR regulations and you can read more in our privacy policy here: https://www.stelfox.com/privacy-policy-gdpr/

Your shared data will not be disclosed or transferred to a third party data controller or data processor located outside the EEA unless we have obtained your express consent.

We look forward to working with you.