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Senior Backend Engineer (Search, Ranking Service)

Pangyo (Software Dream Center), South Korea💼 Full-time🗓 2026-07-22 → 2026-08-01

Core

Design, build, and operate backend search and ranking services for diverse domains (news, places, securities, sports, music, movies) to improve search quality and service relevance.

Role type

Senior Backend Engineer (Search, Ranking Service)

Builds

Production search systems, ranking models, and recommendation logic for multiple content collections.

Domain

Search, Ranking, and Recommendation in the Internet/Tech industry.

Deliverable

production ML models | product features

Required skills

Backend service design and development, Python/Java/Kotlin, API/backend service operation, Search/Recommendation/Ranking domain expertise, Log and metric-based analysis

Preferred skills

OpenSearch/Elasticsearch/MongoDB Atlas Search, Semantic Search/Embedding/Reranker/Vector Search, Ranking model development, Search quality metric design (nDCG/MRR/recall/CTR), AWS/Kubernetes/Helm, Multi-language/multi-region services, Technical leadership

Technologies

OpenSearch, MongoDB Atlas, Python, Java, Kotlin, AWS, Kubernetes, Helm, nDCG, MRR, recall, CTR

Responsibilities

Design and operate backend systems for multi-domain search services; Architect and standardize search systems based on OpenSearch/MongoDB Atlas; Analyze and improve search accuracy and latency using logs and quality metrics; Develop and tune ranking models, rerankers, and semantic search logic; Build production operational infrastructure (APIs, cache, config registry); Lead technical reviews and drive complex problem-solving initiatives

Seniority

Senior, hands-on IC with technical leadership

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