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ML OPs

Hybrid
  • Porto, Porto, Portugal
AI and machine learning

Job description

📢 Our mission? Ivy Partners is a Swiss consulting firm contributing to the evolution of businesses in their strategic, technological, and organizational challenges.


Our goal today is to offer our collaborators a career that will contribute positively to their fulfilment and well-being, by enhancing their skills and offering them real prospects for evolution.



👩‍💻🧑‍💻 As a MLOps at Ivy Partners, your missions will be:


  • Advise and guide the team on how to automate and optimize the deployment of AI-powered applications. Take the lead on establishing best practices and adopting the most suitable frameworks, tools and platforms for machine learning operations in the team.
  • Develop, deploy, maintain and continually improve AI-powered applications and ML pipelines, which might include multiple components, such as data ingestion and transformation, model training and serving, frontend interfaces, databases and APIs.
  • Implement continuous integration and delivery (CI/CD) for our AI solutions
  • Monitor model performance and data quality, and iterate on models in production.
  • Collaborate with data engineers, data scientists and software engineers to make models, applications or use cases operational.
  • Ensure the scalability and reliability of our AI and ML infrastructure.
  • Ensure our practices keep up to date with MLOps standards.
  • Actively share your knowledge with the team.


Job requirements

🏅 About you!


  • MLOps Expertise: Proven experience in MLOps, with a strong understanding of the end-to-end AI/ML lifecycle.
  • Financial Concepts: Basic understanding of financial concepts to apply AI solutions in relevant use cases.
  • ML Pipelines: Confirmed experience in designing and managing machine learning pipelines.
  • Machine Learning: In-depth knowledge and hands-on experience in machine learning techniques and algorithms.
  • CI/CD: Confirmed experience with continuous integration and continuous deployment (CI/CD) practices, particularly in an AI/ML context.
  • Artificial Intelligence: Advanced understanding of AI technologies, frameworks, and tools.



🤝 IVY, it’s also:


Kindness | Concerned about our employees, we guarantee a favourable environment where everyone is valued and offered training and prospects for evolution in Switzerland or internationally.

Trust | Working with us means developing a partnership based on trust, professionalism, and transparency at every moment.

Innovation | We guarantee an effective digital transformation thanks to technological innovation coupled with creativity.

Responsibility | The collective is at the base of everything we undertake, and we take this responsibility seriously by striving to have a positive impact.

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