Applied ML Engineering - GenAI, AI Agent (Americas)
About The Role
Join Shopify's innovative team as we develop an AI Personal Shopper to transform the online shopping experience. Leveraging cutting-edge AI, including Large Language Models (LLM) and advanced machine learning algorithms, you'll play a pivotal role in delivering personalized recommendations and insightful suggestions tailored to individual preferences. Our goal is to redefine e-commerce by creating a concierge service that enhances how customers interact with Shop and Storefronts.
Key Responsibilities
- Develop and deploy Generative AI, natural language processing, and machine learning models.
- Design and produce scalable AI/ML system architectures.
- Implement data pipelines for fine-tuning LLMs.
- Solve high-impact data problems, delivering business impact through data and machine learning products.
- Prioritize and communicate effectively with both technical and non-technical audiences.
Qualifications
- Mastery in building data products using generative AI, RLHF, and fine-tuning LLMs.
- End-to-end experience in training, evaluating, testing, and deploying machine learning products at scale.
- Experience in building data pipelines and driving ETL design decisions using disparate data sources.
- Proficiency in Python, shell scripting, streaming and batch data pipelines, vector databases, DBT, BigQuery, BigTable, or equivalent, and orchestration tools.
- Experience with running machine learning in parallel environments (e.g., distributed clusters, GPU optimization).
About Shopify
Opportunity is not evenly distributed. Shopify puts independence within reach for anyone with a dream to start a business. We propel entrepreneurs and enterprises to scale the heights of their potential. Since 2006, we've grown to over 8,300 employees and generated over $1 trillion in sales for millions of merchants in 175 countries. This is life-defining work that directly impacts people’s lives as much as it transforms your own. This is putting the power of the few in the hands of the many, is a future with more voices rather than fewer, and is creating more choices instead of an elite option.
About You
- Care deeply about what you do and about making commerce better for everyone.
- Excel by seeking professional and personal hypergrowth.
- Be comfortable with change and ambiguity, and thrive on (rather than endure) it.
- Move quickly and be resilient and resourceful in face of challenges.
- Bring critical thought and opinion to your work.
- Focus on tasks only humans can do, and embrace differences and disagreement to get things done.
- Work digital-first for your daily work.