Machine Learning Operations Specialist
Há 14 horas
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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