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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building scalable end-to-end data science solutions and MLOps infrastructure, with a strong foundation in machine learning, statistics, and big data analytics. Capable of leading cross-functional collaborations to align AI solutions with business objectives while ensuring code quality and engineering best practices.
Highest-signal resume keywords
MLOps Lifecycle ManagementMachine Learning and Statistics FoundationsPython ProgrammingBig Data AnalyticsData Pipeline Development
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningStatisticsData StructuresSupervised LearningUnsupervised LearningDeep LearningHadoopSparkSQLData Warehousing
Soft Skills
MentoringProblem SolvingCollaborationArchitectural Guidance
Tools & Technologies
KafkaGitHivePigMapReduceCloud Deployments
Industry Keywords
Data ScienceAnalyticsMachine Learning SolutionsPerformance MonitoringData Feedback Workflows
Tech Stack
Tools & technologiesCloudHadoopKafkaMapReducePythonScalaSparkSQL
About the role
Key responsibilities & impact- Build scalable end-to-end data science solutions for Walmart Marketplace data products
- Own the MLOps lifecycle, including data monitoring, code refactoring, and model monitoring workflows
- Develop and maintain scalable MLOps infrastructure, including Kafka pipelines for unified logging and monitoring
- Apply SRE principles to ML workloads, optimize cloud deployments, monitor performance, and troubleshoot latency or operational issues
- Lead code quality and engineering best practices through code reviews and mentoring junior MLEs
- Provide high-level architectural guidance, break down complex tasks, and resolve project challenges
- Build continuous, distributed, and scalable training, inference, and performance-monitoring pipelines
- Enhance data feedback and annotation workflows for labeling teams
- Consult with product and business stakeholders to build, scale, and deploy machine learning solutions
- Collaborate cross-functionally to align AI solutions with Walmart’s business objectives
- Build and deploy end-to-end models while balancing accuracy, computational efficiency, and business impact
Requirements
What you’ll need- Bachelor's degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or related field and 4 years' experience in an analytics-related field; or master's degree in one of these fields and 2 years' experience; or 6 years' experience in an analytics or related field
- Very good knowledge of machine learning and statistics foundations
- Experience with supervised, unsupervised, and deep learning
- Experience analyzing complex problems and translating them into data science algorithms
- Experience with big data analytics
- Strong experience in Python and excellent knowledge of data structures
- Strong experience with Hadoop, Hive, Pig, MapReduce, Scala, and Spark
- Hands-on experience with Git
- Experience with SQL and relational databases
- Experience with data warehouses
Benefits
Comp & perks- Incentive awards for performance
- 401(k) match
- Stock purchase plan
- Paid maternity and parental leave
- PTO, including sick leave
- Multiple health plans, including medical, vision, and dental coverage
- Company-paid life insurance
- Family care leave
- Bereavement leave
- Jury duty leave
- Voting leave
- Short-term and long-term disability
- Company discounts
- Military Leave Pay
- Adoption and surrogacy expense reimbursement
- Performance-based bonus awards
- Stock compensation
- Live Better U Walmart-paid education benefit, including tuition, books, and fees for eligible programs
- English Language Learning, high school completion, bachelor's degree, and short-form certificate programs through Live Better U
