About the role
Optimize and scale search applications and infrastructure.
- •Join the Compass team to optimize and scale our Search Applications and infrastructure.
- •Key Responsibilities Implement performance monitoring and optimization strategies for Compass search services Develop and maintain benchmarking frameworks to evaluate search model performance Collaborate with modeling teams to optimize search models for faster response times Work on scaling the search services while maintaining high availability and low latency Partner with product teams to translate performance requirements into technical implementations Requirements Proficiency in Python and backend search technologies (OpenSearch, ElasticSearch, Weaviate, FastAPI) Experience with data or evaluation pipelines and performance benchmarking Experience profiling applications hosted on a mix of CPU, GPU, and autoscaled compute nodes Ability to communicate technical performance metrics effectively to cross-functional teams 4+ years of experience contributing to production environments
Tech stack
PythonElasticsearchFastAPI
Match insights
Tech:Python, Elasticsearch, FastAPI
Level:Senior