Walmart

Senior Data Scientist – Conversational AI

Walmart

full-time

Posted on:

Location Type: Office

Location: Sunnyvale • California, Washington • 🇺🇸 United States

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Salary

💰 $108,000 - $234,000 per year

Job Level

Senior

Tech Stack

Open SourcePythonSQL

About the role

  • Cortex Team is Walmart's core A.I. conversational platform, powering the vision of delivering the worlds best personal assistants to Walmarts customers, accessible via natural voice commands, text messages, rich UI interactions, and a mix of all of the above via multi-modal experiences.
  • We believe conversations are a natural and powerful user interface for interacting with technology and enable a richer customer experiences both online and in-store.
  • We are building and designing the next generation of Natural Language Understanding (NLU) services that other teams can easily integrate and leverage, and build rich experiences: from pure voice and text shopping assistants (Siri, Sparky), to customer care channels, to mobile apps with rich, intertwined, multi-modal interaction modes (Me@Walmart).
  • Interested in diving in? We need passionate and seasoned NLP data-scientists to help us improve and evolve our capabilities, taking into account the full conversational context, multi-modal interactions, and an ever increasing list of use cases.
  • Come at the right time, and you will have an enormous opportunity to make a massive impact on the design, architecture, and implementation of an innovative, mission critical product, driven by data-science, used every day, by people you know, and which customers love.
  • As part of the emerging tech group, you will also have the additional opportunity of building demos, proof of concepts, creating white papers, writing blogs, etc.

Requirements

  • Master's degree or certification in Machine Learning, Computer Science, Engineering, Mathematics, Statistics or any other related field.
  • Extensive experience with NLU/NLP, more recent deep ML models (e.g., Transformers, BERT, Llama, GPTs, Gemini) and safe fine-tuning of these.
  • Extensive experience in designing, developing and deploying end-to-end Generative AI systems using transformer-based LLM architectures (both open source and close source).
  • Experience with Python; solid knowledge SQL.
  • Hands on experience with classical ML models, test/train/evaluation metrics, key parameters/techniques that affect model performance.
  • Understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development and evaluation data sets.
  • Experience analyzing conversational data to identify patterns and conducting error/deviation analysis; passion for fixing issues in the data and finding the optimal representation.
  • A continuous drive to explore, improve, enhance, automate, and optimize models and products.
  • Excellent oral and written communication skills.
  • PhD in a relevant field (Machine Learning, Computer Science, Engineering, Mathematics, Physics, Statistics or a related field) preferred.
  • Experience developing multimodal solutions for Generative AI and related applications at scale preferred.
  • Exposure to real-world, production grade agentic systems preferred.
  • Familiarity with LLMs serving optimizations and multi-LoRa preferred.
  • Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations preferred.
  • Hands-on expertise in many disparate technologies and the full model lifecycle, typically ranging from data pipelines, data extraction, model training, model serving, labeling tools, ML-ops, ad-hoc tooling and all points in between preferred.
  • Strong attention to detail and exceptional level of organization preferred.
Benefits
  • Health benefits include medical, vision and dental coverage.
  • Financial benefits include 401(k), stock purchase and company-paid life insurance.
  • Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting.
  • Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.
  • Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. Tuition, books, and fees are completely paid for by Walmart.
  • Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Natural Language UnderstandingNatural Language ProcessingMachine LearningDeep LearningTransformersBERTGPTPythonSQLGenerative AI
Soft skills
communicationattention to detailorganizationproblem-solvinganalytical thinkingcreativitycollaborationpassion for improvementadaptabilitycritical thinking
Certifications
Master's degree in Machine LearningMaster's degree in Computer ScienceMaster's degree in EngineeringMaster's degree in MathematicsMaster's degree in StatisticsPhD in Machine LearningPhD in Computer SciencePhD in EngineeringPhD in MathematicsPhD in Statistics