Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
United States
Posted
18 hours ago
Machine LearningAzurePython
Job Description
Engineer / Search Engineer
Required qualifications
- Four or more years in search, information retrieval, or applied machine learning, including at least one retrieval-augmented generation system that reached production and real users.
- Working knowledge of retrieval fundamentals: inverted indexes, BM25, term analysis, and why lexical and semantic retrieval fail in different ways.
- Vector search in practice: embedding model selection, chunking strategy, approximate nearest neighbor indexing, and hybrid fusion techniques.
- Hands-on experience with a managed search service. Azure AI Search preferred; Elasticsearch, OpenSearch, or Vespa experience transfers.
- Large language model application engineering, including grounding, citation enforcement, structured output, and abstention behavior.
- Rigorous retrieval evaluation. You have built a labeled question set, measured recall and precision against it, and used the results to make ranking decisions.
- Strong Python and comfort with containerized deployment.
United States citizenship and eligibility for federal public trust suitability screening.
Preferred qualifications
- Azure OpenAI and Azure Government experience, including model availability and data handling constraints in government regions.
- Open-weight model deployment and inference optimization on GPU hardware.
- Knowledge graph or graph traversal query experience supporting entity lineage.
- Query-time security trimming against an external identity and permission model.
- Prior work in a domain where a wrong answer carries consequence: legal, healthcare, regulatory, or financial.
Federal delivery experience.
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