Shopify is seeking an experienced Principal Machine Learning Engineer to lead the development and optimization of our search capabilities organization-wide. You will be at the forefront of creating online discovery, search, recommendation, conversion optimization, and ranking systems that directly empower our merchants and enhance the shopping journey for their customers. Your work will not only transform the way buyers find products but will also shape the future of entrepreneurship, making a tangible difference in the lives of our global community.
Key Outputs:
- Develop and enhance search algorithms to optimize search results and user experience across Shopify.
- Implement machine learning models to improve search relevance, user engagement, and conversion rates.
- Collaborate with cross-functional teams, including product managers and software engineers, to align search features with the needs of merchants and their buyers.
- Analyze user behavior and search patterns to refine search algorithms and enhance search performance.
- Optimize the search system to efficiently handle and process large-scale data sets for fast and accurate search results.
- Monitor search performance metrics and user feedback to continuously improve search functionality and user experience.
- 10+ years of industry experience in technology companies
- Proven experience as a Machine Learning Engineer specializing in search applications, with expertise in developing and deploying machine learning models for search optimization
- Experience with the following: Python, shell scripting, streaming and batch data pipelines, vector databases, DBT, BigQuery/BigTable or equivalent, orchestration tools
- Experience with running machine learning in parallel environments (e.g. distributed clusters, GPU optimization)
- Experience with search technologies such as Elasticsearch, Solr, or similar search engines
- Excellent analytical and problem-solving skills with a deep understanding of machine learning algorithms and techniques
- Ability to work collaboratively in a fast-paced environment and communicate effectively with cross-functional teams
- Demonstrated leadership experience in guiding and mentoring other machine learning engineers
All your information will be kept confidential according to EEO guidelines.
