Senior AI/ML Engineer

hace 4 semanas

San Francisco, Heredia, Costa Rica Boston Scientific A tiempo completo

About the Role

We are seeking a Senior AI/ML Engineer to lead the development of scalable AI-driven applications and agentic workflows, with a focus on delivering full-stack solutions that leverage Generative AI and traditional ML models developed by our data science team and open source.

Key Responsibilities

  • Full-Stack AI Product Development: Lead the development of end-to-end AI-powered applications, focusing on integrating AI/ML models as services. This includes building both backend APIs and frontend components to deliver scalable, production-ready solutions.
  • Agentic Workflow Automation: Architect and implement agentic workflows using Generative AI to automate business processes and drive operational efficiency.
  • Backend & API Development: Design and develop robust backend services and APIs that seamlessly integrate AI models developed by the data science team, ensuring efficient inference and data flow between AI services and application components.
  • Frontend Integration: Build or contribute to frontend components that interact with AI services, ensuring a cohesive user experience when embedding AI-driven features into existing or new applications.
  • Cloud & Infrastructure Integration: Work closely with platform and cloud engineers to deploy AI-based applications on AWS, Azure, and Snowflake, ensuring scalability, security, and performance of the deployed solutions.
  • Cross-Functional Collaboration: Collaborate with data scientists, data engineers, and other stakeholders to understand AI model requirements and ensure their integration into applications aligns with business objectives.
  • Mentorship & Leadership: Mentor and guide junior engineers, setting best practices for software engineering, cloud integration, and AI service deployment.
  • CI/CD & DevOps: Drive best practices for CI/CD pipelines and DevOps processes, ensuring smooth deployment and scaling of applications across cloud environments.

Requirements

  • Full-Stack Development: Expertise in full-stack development, with proficiency in building backend services (RESTful APIs, microservices) and frontend components for data intensive applications. Strong knowledge of Python, JavaScript, and SQL is required.
  • Cloud Services & Integration (Priority on Azure):
    • Azure (Must Have): Strong expertise in Azure cloud services, including AI Search, Document Intelligence, Assistant API, Promptflow, App Services, CosmosDB, MySQL, Blob Storage, and AI Studio.
    • AWS (Nice to Have): Familiarity with AWS services like Bedrock, Comprehend, SageMaker (for model inference), S3, ElasticSearch, and EKS.
    • Snowflake (Nice to Have): Experience with Snowpark Container Services and Snowflake Native Apps is an added advantage.
  • AI/ML Integration: Experience in integrating AI/ML models (as services) into applications, focusing on model inference and service orchestration rather than model development.
  • API Development & Integration: Strong expertise in designing and deploying APIs that integrate AI models and manage the interactions between AI services, data pipelines, and application components.
  • Version Control & CI/CD: Advanced knowledge of Git and experience with automated deployment pipelines using CI/CD tools. Familiarity with GitHub Copilot or similar tools for enhancing development productivity is a plus.
  • Cloud-Native Architecture: Experience in deploying applications on cloud environments using containerization (Docker) and orchestration (Kubernetes, especially EKS on AWS).
  • DevOps & Deployment: Solid experience with DevOps practices for AI-driven applications, including continuous integration, monitoring, and automated scaling.

About Boston Scientific

As a leader in medical science for more than 40 years, we are committed to solving the challenges that matter most – united by a deep caring for human life. Our mission to advance science for life is about transforming lives through innovative medical solutions that improve patient lives, create value for our customers, and support our employees and the communities in which we operate.

At Boston Scientific, you will find a collaborative culture driven by a passion for innovation that keeps us connected on the most essential level. With determination, imagination, and a deep caring for human life, we're solving some of the most important healthcare industry challenges. Together, we're one global team committed to making a difference in people's lives around the world.

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