Senior Ml Platform Engineer – Medical Devices

Senior Ml Platform Engineer – Medical Devices
Porto
Porto, Porto District, Portugal

Senior ML Platform Engineer (Medical Devices)

Company: Digestaid

Location: Porto, Portugal - Hybrid

Experience Level: Senior (5-8+ Years)

? The Opportunity

We are looking for a Senior ML Platform Engineer to boost our productization efforts of our Digest
AID Live application. We aren't looking for someone to train models—we are looking for an architect who can build the "engine" that runs them.

You will sit at the intersection of Machine Learning, Backend Engineering, and Dev
Ops. Your mission is to ensure our
- time AI models perform with
- grade reliability on edge devices, while building a robust, scalable backend infrastructure from the ground up.

? What You’ll Do

• ML Productization: Optimize Py
  Torch models for
  - time inference ($<
  
  100ms$ latency) using CUDA and Tensor
  RT.
• Backend Architecture: Design and maintain
  - performance APIs (Fast
  API/Flask) and manage complex data persistence using SQLAlchemy 2. X and SQLite.
• Vision Pipelines: Build and optimize sophisticated computer vision preprocessing pipelines using Open
  CV and Num
  Py.
• Infrastructure Strategy: Own the "Tooling Roadmap. " You will evaluate and decide our future stack for Windows installers (MSIX/Wi
  X) and Python packaging (Nuitka/Py
  Installer).
• Regulatory Excellence: Document architecture decisions (ADRs) to meet FDA/CE compliance standards, ensuring our software is as safe as it is innovative.

? Our Tech Stack

• Languages: Python 3. 11+, Type
  Script
• ML/CV: Py
  Torch 2. 7, Open
  CV, CUDA, Tensor
  RT
• Backend: Fast
  API, Flask, Socket
  IO, SQLAlchemy 2. X, Alembic
• Environment: Electron, SQLite, Poetry, Sentry, Py
  Installer

? Who You Are

• The Python Expert: You have 5-8 years of experience building
  - grade Python applications.
• The Optimizer: You know how to profile code, find bottlenecks, and squeeze every millisecond out of an inference pipeline.
• The Architect: You don't just write code;
  
  you design systems. Youenjoy evaluating tools and documenting "why" a specific path was taken.
• The Quality Advocate: You believe in 80%+ test coverage and clean, traceable migrations.

? Bonus Points For. . .

• Experience in the Medical Device (Sa
  MD) space.
• Knowledge of FDA/CE regulatory software requirements.
• Expertise in Windows desktop application distribution.