Sr Applied Data Scientist - Search Ranking (Applied ML, NLP, LLMs))

Target Brands, Inc.

• $98K — $211K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • PhD or MS in Computer Science, Statistics, Applied Mathematics, Physics or related quantitative discipline
  • 3+ years of industry experience in Machine Learning, Data Science, Search, NLP, or related ML systems
  • Exceptional experience with retrieval/ranking systems, semantic search, NLP, vector search, or related ML domains
  • Strong coding skills in Python and SQL; experience with distributed data processing ecosystems
  • Demonstrated experience building and deploying end-to-end production ML systems
  • Strong understanding of production ML system tradeoffs including latency, scalability, reliability, and operational excellence
  • Experience with modern ML approaches like embeddings, transformers, semantic retrieval, RAG systems, or GenAI technologies

Responsibilities

  • Develop and deploy scalable ML models for search ranking and query understanding
  • Design and run experiments to improve relevance and customer satisfaction
  • Build scalable feature pipelines and ML workflows for production systems
  • Improve query understanding and long-tail search relevance across large retail catalogs
  • Partner with Product, Engineering, and Infrastructure teams to align solutions with business needs
  • Drive data-informed decisions through analysis and experimentation
  • Mentor junior scientists and collaborate to enhance Search and Browse experiences

Benefits

  • Comprehensive health benefits including medical, vision, dental, and life insurance
  • 401(k) plan with company contribution
  • Employee discount programs
  • Short and long-term disability coverage
  • Paid sick leave, national holidays, and vacation days
Full Job Description
The pay range is $98,000.00 - $211,000.00

Pay is based on several factors which vary based on position. These include labor markets and in some instances may include education, work experience and certifications. In addition to your pay, Target cares about and invests in you as a team member, so that you can take care of yourself and your family. Target offers eligible team members and their dependents comprehensive health benefits and programs, which may include medical, vision, dental, life insurance and more, to help you and your family take care of your whole selves. Other benefits for eligible team members include 401(k), employee discount, short term disability, long term disability, paid sick leave, paid national holidays, and paid vacation. Find competitive benefits from financial and education to well-being and beyond at https://corporate.target.com/careers/benefits.

JOIN TARGET AS A SR APPLIED DATA SCIENTIST - SEARCH RANKING

As a Sr Data Scientist - Search you will:
  • Develop and deploy scalable ML models for search ranking, browse personalization, semantic retrieval, and query understanding systems
  • Design and execute offline and online experiments to improve relevance, engagement, conversion, and customer satisfaction
  • Build scalable feature pipelines, evaluation frameworks, and ML workflows for production systems
  • Apply modern ML techniques including embeddings, retrieval/ranking models, transformers, NLP, vector search, and GenAI/RAG systems
  • Improve query understanding, catalog understanding, semantic retrieval, and long-tail search relevance across large retail catalogs
  • Partner closely with Product, Engineering, and Infrastructure teams to align technical solutions with business priorities and operational requirements
  • Drive data-informed decision making through deep analysis, experimentation, and business impact measurement
  • Balance model quality with latency, scalability, reliability, and infrastructure efficiency in large-scale production systems
  • Contribute to best practices in experimentation, ML engineering, and operational excellence
  • Mentor junior scientists and collaborate across teams to improve Search and Browse experiences


Core responsibilities of this job are articulated within this job description. Job duties may change at any time due to business needs.

About you:
  • PhD or MS in Computer Science, Statistics, Applied Mathematics, Physics or related quantitative discipline
  • 3+ years of industry experience in Machine Learning, Data Science, Search, NLP, Personalization or related ML systems
  • Exceptional experience and understanding with retrieval/ranking systems, semantic search, NLP, vector search, or related ML domains
  • Strong demonstrated coding skills in Python and SQL with experience in distributed data processing ecosystems
  • Demonstrated experience building and deploying end to end production ML systems
  • Strong understanding of production ML system tradeoffs including latency, scalability, reliability, and operational excellence
  • Experience with modern ML approaches such as embeddings, transformers, semantic retrieval, RAG systems, or GenAI technologies
  • Experience designing experiments and interpreting online/offline metrics
  • Strong problem-solving skills with the ability to independently drive projects in moderately ambiguous environments
  • Very good communication and cross-functional collaboration skills
  • Constant learner mentality who stays current with new and evolving AI technologies via formal training and self-directed education


This position will operate as a Hybrid/Flex for Your Day work arrangement based on Target's needs. A Hybrid/Flex for Your Day work arrangement means the team member's core role will need to be performed both onsite at the Target HQ in Sunnyvale, CA or MN location the role is assigned to and virtually, depending upon what your role, team and tasks require for that day. Work duties cannot be performed outside of the country of the primary work location, unless otherwise prescribed by Target. Click here if you are curious to learn more about Minnesota.

Benefits Eligibility
Please paste this url into your preferred browser to learn about benefits eligibility for this role: https://tgt.biz/BenefitsForYou_D

Application deadline is : 10/29/2026

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