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Machine Learning Engineer II

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Machine Learning Engineer II in Others

  • PagerDuty
  • Full time
  • Email
  • Lisbon, Portugal

Responsibilities

  • Build and improve capabilities that accelerate production machine learning and generative AI solutions.
  • Develop services and pipelines that enable multiple ML and AI features in PagerDuty products.
  • Partner with data scientists by sharing engineering context and supporting larger initiatives.
  • Apply effective techniques and practices for shipping machine learning capabilities to production.
  • Optimize workflows and reduce technical debt.
  • Stand up infrastructure for data exploration, model training, and model deployment.

Requirements

  • At least 3 years of experience building, designing, and shipping machine learning solutions to production.
  • Proven software development experience with Python.
  • Experience with data modeling, database design, ETL processes, unstructured data, and cloud-based data infrastructure tools.
  • Ability to build infrastructure components supporting ML data exploration, training, and deployment processes.
  • Preferred: experience working with product teams to drive timely delivery.
  • Preferred: exposure to large language models and generative AI, including their capabilities and use cases.
  • Preferred: ability to develop and ship machine learning services using container orchestration systems such as Kubernetes.

Benefits

  • Hybrid work model with flexibility within eligible PagerDuty office locations.
  • Comprehensive benefits package and flexible work arrangements.
  • Company equity and Employee Stock Purchase Program, where eligible.
  • Retirement or pension plan, where applicable.
  • Paid vacation, holidays, and sick leave.
  • Additional companywide paid days off through Dutonian Wellness Days and HibernationDuty.
  • Paid parental leave, including 22 weeks for pregnant parents and 12 weeks for non-pregnant parents, subject to local standards.
  • 20 hours of paid volunteer time off per year.
  • Company-wide hack weeks and mental wellness programs.

PagerDuty

PagerDuty builds an AI-powered platform for digital operations management that enhances business resilience and drives operational efficiency. It's designed for enterprises looking to streamline their operations and effectively respond to incidents, ensuring that they can maintain performance in ...

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