Machine Learning Operations Specialist

Há 14 horas


Lisboa, Lisboa, Portugal Sage Global Services Limited Tempo inteiro

About Marionete

Marionete is a forward-thinking technology consultancy that empowers clients to harness the full potential of tomorrow's technologies.

We're seeking a skilled Machine Learning Operations Specialist with expertise in building and maintaining machine learning systems in production environments. The ideal candidate will have a blend of skills in software engineering, machine learning, and operations, ensuring seamless integration of ML systems into production.

The role requires a strong communicator who can distill complex problems for non-technical audiences, with excellent written and spoken English skills, and a passion for staying up-to-date on the latest AI/ML and MLOps developments.

Key Responsibilities

  • Design, develop, and implement scalable and reliable systems for deploying machine learning models into production.
  • Architect and build tools and pipelines to improve the efficiency of our Model Development Life Cycle (MDLC), automating ML processes and enhancing system performance.
  • Implement CI/CD pipelines for seamless model updates and releases.
  • Establish robust monitoring and alerting systems to track model performance, system health, and data drift.
  • Collaborate with cross-functional teams to understand requirements, implement solutions, and address challenges throughout the ML lifecycle.

Requirements

  • Minimum 5 years of experience as an MLOps Engineer or in similar roles.
  • Hands-on knowledge in delivering and leading data science and machine learning projects.
  • Experience with cloud platforms (AWS, Azure, GCP) and cloud architecting for machine learning technologies.
  • Strong programming skills in languages such as Python, Java, or Scala.
  • Expertise with containerization technologies (Docker, Kubernetes) and DevOps tools (Jenkins, Ansible, Grafana, Prometheus, Elastic).
  • Familiarity with CI/CD deployment practices and automated testing.
  • Bachelor's degree in computer science, Engineering, Mathematics, or a similar field.
  • Strong ability to effectively convey technical concepts to non-technical stakeholders, preferably in English.

Benefits

  • Competitive salary package: €90,000 - €120,000 per annum.
  • Paid annual leave, sick leave, and public holidays.
  • Health insurance, meal allowance, gym, and transportation reimbursement.
  • Mental health support and financial support for ongoing training in disruptive technologies.
  • Relaxed dress code and flexible work environment.
  • Abundance of career paths and opportunities for advancement.

Location

Portugal, Lisbon, and surrounding regions.



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