Machine Learning Solutions Developer
3 days ago
We are seeking an experienced Machine Learning Solutions Developer to join our Group Advanced Analytics team. This role will focus on packaging models, automating workflows, and operationalizing analytics solutions to deliver business value across JH/Manulife.
Responsibilities
- Design and implement scalable, efficient machine learning pipelines that meet business needs.
- Evaluate machine learning models to ensure optimal performance and scalability, making necessary adjustments to improve outcomes.
- Deploy machine learning models into production environments, ensuring seamless integration, and continuously monitor their performance to maintain reliability and accuracy.
- Streamline the model development and deployment process by managing and overseeing data science infrastructure.
- Promote efficient workflows and propose and implement appropriate tools, including languages, libraries, and frameworks, to enhance project execution and outcomes.
- Collaborate with infrastructure architects to develop scalable and efficient solutions that align with organizational goals and technological capabilities.
- Integrate machine learning models into existing systems and processes, ensuring a smooth transition and effective implementation.
- Stay up-to-date with the latest advancements in Machine Learning (ML), Artificial Intelligence (AI), and Generative AI (GenAI) to incorporate innovative techniques and technologies into projects.
- Foster a culture of continuous learning and improvement within the team by mentoring peers and providing guidance on ML/LLMOps standard practices.
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