Walmart's Enterprise Business Services (EBS) is seeking a Machine Learning Engineer to oversee the entire lifecycle of advanced ML systems, from conceptualization and design through deployment, monitoring, and ongoing enhancements, bridging machine learning and software engineering.
Requirements
- Proficiency in Python and Java.
- Strong understanding of machine learning algorithms and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Proven experience in software engineering, including design patterns, algorithms, and system architecture.
- Experience with data processing tools (e.g., Pandas, Spark) and databases (SQL/NoSQL).
- Experience with MLOps practices (model versioning, monitoring, and retraining pipelines).
- Knowledge of distributed systems and big data processing.
- Familiarity with cloud platforms (GCP, Azure).
Responsibilities
- Architect, build, and maintain robust machine learning pipelines and infrastructure for production deployment.
- Develop and optimize machine learning models with a focus on scalability, latency, and resource efficiency.
- Write clean, production-grade code in Python and Java, emphasizing maintainability and performance.
- Integrate ML models into existing software systems, ensuring smooth deployment through CI/CD and automated testing.
- Collaborate with cross-functional teams to translate business requirements into reliable, production-ready ML solutions.
- Continuously monitor model health in production, troubleshoot issues, and implement model retraining or updates as needed.
- Maintain comprehensive documentation of system designs, deployment processes, and monitoring protocols.
Other
- Master’s degree in Computer Science, Engineering, or related field with at least 4 years of relevant experience OR Bachelor’s degree in Computer Science, Engineering, or related field with at least 6 years of relevant experience.
- This job is available in Sunnyvale, CA location only and no current or future sponsorship is available.
- Candidates who do not need sponsorship are strongly encouraged to apply.
- Walmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job.
