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NLP Engineer — Knowledge Search

BrightLearn AI

Remote · $96K – $116K · Full-time · Posted 6 months ago

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About the role

We sell enterprise search to firms with messy, private, high-value document collections. The problem sounds simple until you see the corpus: duplicate decks, inconsistent naming, old memos that still matter, and users who are allergic to irrelevant results. We need an NLP engineer to improve retrieval quality and trust. Better reranking, better query handling, better understanding of what a professional user is actually looking for. This is a focused product role with a lot of room for careful iteration.

Fully remote.

Responsibilities

  • Improve semantic search and citation quality across large enterprise document corpora
  • Design reranking and query reformulation strategies for ambiguous professional-services queries
  • Build evaluation sets that reflect real user tasks rather than synthetic search benchmarks
  • Collaborate with product and customer success to understand where retrieval failure affects user trust most
  • Document index design, model choices, and tuning decisions so the team can iterate systematically

Requirements

  • 3–5 years of NLP or search engineering experience in production systems
  • Python for retrieval services, evaluation, and experimentation
  • Hugging Face for embedding and reranking model workflows
  • LlamaIndex or LangChain for building document-centric retrieval systems
  • RAG experience focused on retrieval precision, citation quality, and corpus hygiene
  • SQL for metadata, usage analysis, and evaluation dataset management

Benefits

  • $96,000 – $116,000 base salary
  • Remote within the US or Canada
  • 25 days PTO plus company holidays
  • $1,000 equipment refresh budget
  • Customers who know exactly when search is bad and are candid enough to help fix it

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Job Type

Full-time

Level

Mid-level

Language

English

Salary Range

$96,000 – $116,000

AI Expertise

NLP & Prompt Engineering

Skills

python hugging face llamaindex rag sql

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About BrightLearn AI

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