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First seen by Alion on Nov 15, 2026.

Overview
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Discover and search Telegram channels by category and language. Browse top channels, trending tags, news, crypto and communities on TGScope.

Job Title

Research Engineer, Multilingual Semantic Search

Job Description

TGScope is looking for a research engineer for a project-based contract of about two months, fully remote, paid by the hour.

The project: build a relevance benchmark for channel search in 6+ languages (query sets, relevance judgments, nDCG and recall@k), measure retrieval quality by language and query type, and improve the fusion of semantic and lexical results.

How Python is used: the whole project is Python. The search service is a FastAPI application, embeddings run on ONNX Runtime from Python, and the benchmark, evaluation scripts and experiments are written in Python.

Stack: Python, FastAPI, Qdrant, multilingual-e5 on ONNX Runtime, PostgreSQL with pg_trgm, Reciprocal Rank Fusion.

Restrictions

  • No telecommuting
  • Agencies are OK

Requirements

  • Experience in information retrieval, search or NLP engineering
  • Hands-on work with dense retrieval and hybrid search in production
  • Strong Python
  • Experience with a vector database (Qdrant, Milvus, Weaviate or similar)
  • Experience with multilingual embedding models
  • Written English

About the Company

TGScope (https://tgscope.io) is an independent R&D lab and Telegram search engine. We index 3 million public channels, run semantic search and an interactive map on top of them, and publish research on the Telegram ecosystem.

Contact Info

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