Senior DS/ML Scientist (Search)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior DS/ML Scientist (Search): Re-architecting 's search stack to be LLM-native and value-aware with an accent on retrieval and ranking systems. Focus on implementing multi-task learning, deep personalization, and integrating Large Language Models into the core search loop.
Location: US Remote or Hybrid (Birmingham, AL; Minneapolis, MN; San Francisco, CA)
Salary: $115,000 - $170,000
Company
is a retail tech company that connects customers to stores via a high-quality delivery service, operating as a subsidiary of Target Corporation.
What you will do
- Design and implement multi-task learning (MTL) and multi-objective models to balance relevance, ad revenue, and efficiency.
- Integrate Large Language Models (LLMs) into the core search loop for generative retrieval and semantic understanding.
- Build and tune hybrid retrieval systems combining sparse (lexical) and dense (vector) layers to maximize recall.
- Develop deep personalization features using purchase history, dietary constraints, and real-time intent.
- Perform in-depth search analysis to influence search roadmaps and report findings to senior leadership.
Requirements
- Must be based in the US.
- Bachelor’s degree in a STEM field (Computer Science, Statistics, etc.) with a focus on machine learning.
- 3–5 years of experience applying ML to real-world problems.
- Strong coding fluency in Python and SQL.
- Experience with Deep Learning frameworks (PyTorch or TensorFlow) applied to IR, ranking, or NLP.
- Solid grasp of Learning-to-Rank (LTR) and experience with Search or Recommender Systems in e-commerce.
Culture & Benefits
- Comprehensive medical, dental, and vision insurance for employees and eligible family members.
- Company 401k plan.
- Discretionary vacation, paid holidays, and paid sick leave.
- Annual bonus eligibility and potential for restricted stock units (RSUs).
- Flexible work arrangements with remote and hybrid options.
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