Senior, Machine Learning Engineer
Job Description
Lead the end-to-end delivery of scalable machine learning systems, with a focus on building auto-research capabilities for automated training optimization, experimentation, and evaluation.
Responsibilities
- Partner with engineers, data scientists, and product teams to deliver machine learning features and models.
- Design and build auto-research capabilities that automate training, optimization, experimentation, and evaluation.
- Run iterative model tuning workflows that adjust hyperparameters and evaluate against defined objective metrics.
- Identify and surface top-performing models with minimal manual intervention to speed the ML development lifecycle.
- Implement, test, and support machine learning services, APIs, and data pipelines.
- Use MLOps practices such as CI/CD, model versioning, and automated retraining to sustain model performance.
- Perform rigorous evaluation, monitoring, and ongoing maintenance to manage model drift and performance issues.
- Ensure secure and compliant machine learning engineering that aligns with enterprise AI governance standards.
Requirements
- Proven expertise designing, developing, and deploying scalable machine learning systems using TensorFlow, PyTorch, and Scikit-learn.
- Strong programming skills in Python, SQL, Java, and C++ for production-ready ML applications.
- Hands-on experience operating agentic or autonomous research systems.
- Experience running automated experimentation against defined objective metrics through AutoResearch loops.
- Experience across the ML lifecycle: data sourcing, feature engineering, model training, evaluation, deployment, and monitoring.
- Knowledge of MLOps: CI/CD, model versioning, automated retraining, and telemetry.
- Ability to implement secure, compliant machine learning pipelines aligned with enterprise AI governance standards.
- Demonstrated collaboration and mentorship within cross-functional teams.
Technologies
- TensorFlow
- PyTorch
- Scikit-learn
- Python
- SQL
- Java
- C++
- CI/CD
- AutoResearch
- Telemetry
Team
- Develops foundational models for Walmart’s e-commerce platform using large-scale user interaction data.
- Builds rich representations of users, products, and search queries to support search, advertising, recommendation, and personalization.
- Applies data science, machine learning, and software engineering to optimize model performance, training, and deployment.
- Emphasizes data quality, advanced analytics, and visualization to deliver actionable insights.
- Uses cross-functional collaboration to drive innovation and continuous improvement.
Education
- Bachelor’s degree in computer science, computer engineering, computer information systems, software engineering, or related field (as listed).
Minimum Qualifications
- Option 1: Bachelor’s degree (as listed) and 3 years of experience in software engineering, machine learning engineering, AI systems, or related area.
- Option 2: 5 years of experience in software engineering, machine learning engineering, AI systems, or related area.
Preferred Qualifications
- Master’s degree in computer science, computer engineering, computer information systems, software engineering, or related area and 1 years’ experience in software engineering, machine learning engineering, AI systems, or related area.
- Prior work experience in accessibility best practices.
- Prior work experience creating inclusive digital experiences, including knowledge of implementing WCAG 2.2 AA standards, assistive technologies, and integrating digital accessibility.
Location
- Sunnyvale, CA, United States (Onsite)
- 815 Eleventh Ave, Sunnyvale, CA 94089-4731, United States of America
Compensation
- USD 143,000 - 286,000 per year
Benefits
- Health benefits: medical, vision, and dental coverage.
- Financial benefits: 401(k), stock purchase, and company-paid life insurance.
- Paid time off: PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting.
- Other benefits: short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.
- Live Better U education benefit program for full-time and part-time associates in Walmart and Sam’s Club facilities.
- Tuition, books, and fees are completely paid for by Walmart.
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