Senior Machine Learning Platform Engineer-- SINDC5806817

Job: Senior Machine Learning Platform Engineer

Location: Irvine, CA Onsite

Job Description

What you’ll do • Architect and guide the design of a scalable, secure ML platform supporting the full ML lifecycle, from data ingestion to model monitoring. • Design and implement infrastructure for model training, hyperparameter tuning, experiment tracking, and model registry. • Orchestrate ML workflows using tools such as Kubeflow, SageMaker, MLflow, or similar. • Collaborate with Data Scientists, MLOps engineers, Data Engineers, and Product Engineering to define best practices for reproducibility, governance, and CI/CD for ML. • Partner with Data Engineers to build robust data pipelines for model-ready datasets. • Optimize ML workload performance across compute and storage layers using cloud-native and open-source solutions. • Lead technical discussions, mentor junior engineers, and help set the technical vision for the ML platform roadmap. • Ensure compliance with security, privacy, and regulatory requirements throughout the ML lifecycle.

What you’ll bring

Required • Demonstrated ability to embrace AI and apply it to your current role as well as data-driven insights to drive innovation, productivity, and continuous improvement. • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field. • 10+ years of software engineering experience, including 5+ years working on ML platforms or infrastructure. • Expertise in building large-scale distributed systems and microservices. • Strong programming skills in Python, Go, or Java. • Experience with containerization and orchestration (e.g., Docker, Kubernetes). • Advanced experience with MLOps tools such as MLflow, Kubeflow, SageMaker, Vertex AI, or Databricks. • Cloud platform experience (AWS, GCP, or Azure). • Experience with statistical learning algorithms (GLM, XGBoost, Random Forest) and deep learning (neural networks, transformers). • Strong communication, leadership, and problem-solving skills.