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Staff Software Engineer, ML Search
Location
United States
Posted
178 days ago
Salary
$23K - $322K / year
Seniority
Lead
Job Description
Staff Software Engineer, ML Search
• Own pipelines and DAGs that move data, features, embeddings, and models through the ML lifecycle • Design/maintain ranking and retrieval services that run models in real-time • Build scalable model-serving APIs, ensuring reliability, efficiency, and performance • Create reusable infrastructure that other MLEs depend on to train, deploy, and iterate on models • Ensure pipelines and systems support high scale, low latency, and operational excellence • Enable modeling with better systems, features, and deployment pathways
Job Requirements
- 8+ years of industry experience with a focus on search and recommendation systems.
- 6+ years of experience in designing, building and iterating large-scale search relevance and infrastructure systems, handling end-to-end system development.
- Proven track record in delivering large and complex systems with big business impacts.
- Knowledge and experience working with search systems (e.g. Lucene, Solr, ElasticSearch, Opensearch etc.).
- Demonstrated expertise at cross-functional collaboration - successfully shipped several large-scale projects with complex dependencies across teams.
- Proficient in object-oriented programming (Python, Golang).
- Experience in API design and integration with GraphQL, REST, HTTP, Thrift or gRPC.
- Experience of developing applications using large-scale data stack - e.g. Kubeflow, Airflow, BigQuery, Kafka, Kubernetes, Redis etc.
Benefits
- Comprehensive Healthcare Benefits
- 401k Matching
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation (please use them!) & Reddit Global Wellness Days
- 4+ months paid Parental Leave
- Paid Volunteer time off
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