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Machine Learning Engineer
Machine Learning EngineerAduna Global • Montreal (administrative region), QC, CA
Machine Learning Engineer

Machine Learning Engineer

Aduna Global • Montreal (administrative region), QC, CA
11 days ago
Job type
  • Full-time
Job description

We bring together leading minds in communications technology to unify the telecom industry with simplicity, scalability, and efficiency.

This is more than a job—it’s a chance to revolutionize global connectivity.

Aduna, founded by global leaders, opens mobile networks worldwide to developers, fueling innovation and a programmable ecosystem.

We are a scale‑up : agile, fast, and collaborative. Our breakthroughs impact people, businesses, and societies worldwide.

Ready to create what’s next?

As an MLOps Engineer in Aduna’s Cortex team , you’ll design and own the pipelines, infrastructure, and processes that bring AI models from research to secure, scalable production. You’ll work closely with the Head of AI & Innovation in a lean team where decisions move quickly. If you want to shape AI infrastructure powering mission‑critical applications in automation, secure networks, and large‑scale platforms, this is your role.

Responsibilities

  • Design, build, and maintain scalable MLOps pipelines across software, network security, and operational AI use cases .
  • Implement automated CI / CD for training, evaluation, deployment, and rollback of ML models.
  • Develop robust monitoring for drift, performance, latency, and data quality (Grafana, Prometheus).
  • Ensure compliance with security and privacy regulations (ISO GDPR, AI act readiness).
  • Automate data prep, model training, evaluation, and retraining pipelines.
  • Drive best practices for reproducibility, versioning, and governance.
  • Continuously evaluate and integrate cutting‑edge tools and frameworks.

Cross‑Functional Collaboration

  • Partner with AI scientists, SW engineers, and DevSecOps for seamless model integration.
  • Build and maintain GPU and multi‑cloud inference infrastructure.
  • Must‑Have Qualifications

  • 5+ years in MLOps / ML infrastructure with ownership of production lifecycles.
  • Strong Python and experience with ML frameworks (TensorFlow, PyTorch, Scikit‑learn).
  • Expertise in Docker, Kubernetes, Terraform for scalable AI workloads.
  • Experience building CI / CD pipelines (GitHub Actions, GitLab CI, Jenkins) and ML orchestration (MLflow, Kubeflow).
  • Experience deploying models on AWS or Azure with GPU workflows.
  • Strong background in observability, monitoring, drift detection, retraining.
  • Familiarity with distributed training / inference and optimization for large‑scale AI.
  • Nice‑to‑Have

  • Experience with LLMOps, federated learning, privacy‑preserving ML, agent‑based AI (LangChain, Autogen).
  • Familiarity with multi‑cloud or edge‑cloud deployments.
  • Knowledge of secure AI practices and compliance frameworks.
  • Open‑source contributions in ML / MLOps tooling.
  • Why Aduna?

  • Work directly with the Head of AI & Innovation on high‑impact projects.
  • Lean team : rapid execution from design to production.
  • Shape AI for mission‑critical, secure, real‑time systems.
  • Balance remote work with in‑office collaboration.
  • Strong culture of technical growth, mentorship, and autonomy.
  • Competitive salary, full benefits (health, RRSP / DPSP), hybrid model (3 days Montreal).
  • Unlimited PTO — we trust you to manage your time.
  • Seniority level

  • Mid‑Senior level
  • Employment type

  • Full‑time
  • Job function

  • Engineering and Information Technology
  • Industries

  • Computer Networking Products, IT System Custom Software Development, and Software Development
  • Aduna is committed to diversity and inclusion. We welcome applicants from all backgrounds passionate about driving the next wave of telecom innovation.

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    Machine Learning Engineer • Montreal (administrative region), QC, CA

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